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ORCIDZi Huang
Zi Helen Huang
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- affiliation: University of Queensland, Brisbane, Australia
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2020 – today
- 2024
[j99]Xuhui Ren
, Tong Chen, Quoc Viet Hung Nguyen, Lizhen Cui, Zi Huang, Hongzhi Yin:
Explicit Knowledge Graph Reasoning for Conversational Recommendation. ACM Trans. Intell. Syst. Technol. 15(4): 86:1-86:21 (2024)- [j98]Junliang Yu, Hongzhi Yin, Xin Xia, Tong Chen, Jundong Li, Zi Huang:
Self-Supervised Learning for Recommender Systems: A Survey. IEEE Trans. Knowl. Data Eng. 36(1): 335-355 (2024) - [j97]Jun Li, Yi Bin, Liang Peng, Yang Yang, Yangyang Li, Hao Jin, Zi Huang:
Focusing on Relevant Responses for Multi-Modal Rumor Detection. IEEE Trans. Knowl. Data Eng. 36(11): 6225-6236 (2024) - [j96]Minda Zhao, Xingqun Qi, Zhipeng Hu, Lincheng Li, Yongqiang Zhang, Zi Huang, Xin Yu:
Calligraphy Font Generation via Explicitly Modeling Location-Aware Glyph Component Deformations. IEEE Trans. Multim. 26: 5939-5950 (2024) - [j95]Peng-Fei Zhang, Zi Huang, Xin-Shun Xu, Guangdong Bai:
Effective and Robust Adversarial Training Against Data and Label Corruptions. IEEE Trans. Multim. 26: 9477-9488 (2024) - [j94]Xiao-Qian Liu, Peng-Fei Zhang, Xin Luo, Zi Huang, Xin-Shun Xu:
TextAdapter: Self-Supervised Domain Adaptation for Cross-Domain Text Recognition. IEEE Trans. Multim. 26: 9854-9865 (2024) - [j93]Chen Liu, Peike Li, Hu Zhang, Lincheng Li, Zi Huang, Dadong Wang, Xin Yu:
BAVS: Bootstrapping Audio-Visual Segmentation by Integrating Foundation Knowledge. IEEE Trans. Multim. 26: 10015-10028 (2024) - [j92]Jun Li, Yi Bin, Yunshan Ma, Yang Yang, Zi Huang, Tat-Seng Chua:
Filter-based Stance Network for Rumor Verification. ACM Trans. Inf. Syst. 42(4): 108:1-108:28 (2024) - [j91]Richard Chbeir, Zi Helen Huang, Yannis Manolopoulos, Fabrizio Silvestri:
Editorial on the Special Issue of the World Wide Web journal with selected papers from the 22nd International Conference on Web Information Systems Engineering (WISE). World Wide Web (WWW) 27(4): 45 (2024) - [c182]Anjie Zhu, Peng-Fei Zhang, Ruihong Qiu, Zetao Zheng, Zi Huang, Jie Shao:
Abstract and Explore: A Novel Behavioral Metric with Cyclic Dynamics in Reinforcement Learning. AAAI 2024: 17150-17158 - [c181]Yanran Tang, Ruihong Qiu, Yilun Liu, Xue Li, Zi Huang:
CaseGNN: Graph Neural Networks for Legal Case Retrieval with Text-Attributed Graphs. ECIR (2) 2024: 80-95 - [c180]Zi Huang, Akila Pemasiri, Simon Denman, Clinton Fookes, Terrence Martin:
Multi-Stage Learning for Radar Pulse Activity Segmentation. ICASSP 2024: 7340-7344 - [c179]Xiaoxiao Sun, Xingjian Leng, Zijian Wang, Yang Yang, Zi Huang, Liang Zheng:
CIFAR-10-Warehouse: Broad and More Realistic Testbeds in Model Generalization Analysis. ICLR 2024 - [c178]Haodong Hong, Sen Wang, Zi Huang, Qi Wu, Jiajun Liu:
Why Only Text: Empowering Vision-and-Language Navigation with Multi-modal Prompts. IJCAI 2024: 839-847 - [c177]Djamahl Etchegaray, Yadan Luo, Yang Li, Brendan Do, Jiajun Liu, Zi Huang, Branislav Kusy:
Edge Deployable Online Domain Adaptation for Underwater Object Detection. IJCNN 2024: 1-9 - [c176]Tianqi Wei, Zhi Chen, Zi Huang, Xin Yu:
Benchmarking In-the-Wild Multimodal Disease Recognition and A Versatile Baseline. ACM Multimedia 2024: 1593-1601 - [c175]Zhuoxiao Chen, Zixin Wang, Yadan Luo, Sen Wang, Zi Huang:
DPO: Dual-Perturbation Optimization for Test-time Adaptation in 3D Object Detection. ACM Multimedia 2024: 4138-4147 - [c174]Haodong Hong, Sen Wang, Zi Huang, Qi Wu, Jiajun Liu:
Navigating Beyond Instructions: Vision-and-Language Navigation in Obstructed Environments. ACM Multimedia 2024: 7639-7648 - [c173]Zi Helen Huang, Phoebe Chen, Shuicheng Yan:
Generative AI in Multimedia: Challenges and Opportunities for Academic and Industrial Impact. ACM Multimedia 2024: 11123-11124 - [c172]Fenghua Cheng, Xue Li, Zi Huang, Jinxiang Wang, Sen Wang:
Event-Content-Oriented Dialogue Generation in Short Video. NAACL-HLT 2024: 4114-4124 - [c171]Peng-Fei Zhang, Zi Huang, Guangdong Bai:
Universal Adversarial Perturbations for Vision-Language Pre-trained Models. SIGIR 2024: 862-871 - [c170]Yanran Tang, Ruihong Qiu, Hongzhi Yin, Xue Li, Zi Huang:
CaseLink: Inductive Graph Learning for Legal Case Retrieval. SIGIR 2024: 2199-2209 - [i103]Djamahl Etchegaray, Zi Huang, Tatsuya Harada, Yadan Luo:
Find n' Propagate: Open-Vocabulary 3D Object Detection in Urban Environments. CoRR abs/2403.13556 (2024) - [i102]Yanran Tang, Ruihong Qiu, Hongzhi Yin, Xue Li, Zi Huang:
CaseLink: Inductive Graph Learning for Legal Case Retrieval. CoRR abs/2403.17780 (2024) - [i101]Peng-Fei Zhang, Zi Huang, Xin-Shun Xu, Guangdong Bai:
Effective and Robust Adversarial Training against Data and Label Corruptions. CoRR abs/2405.04191 (2024) - [i100]Peng-Fei Zhang, Zi Huang, Guangdong Bai:
Universal Adversarial Perturbations for Vision-Language Pre-trained Models. CoRR abs/2405.05524 (2024) - [i99]Yanran Tang, Ruihong Qiu, Yilun Liu, Xue Li, Zi Huang:
CaseGNN++: Graph Contrastive Learning for Legal Case Retrieval with Graph Augmentation. CoRR abs/2405.11791 (2024) - [i98]Yilun Liu, Ruihong Qiu, Zi Huang:
GCondenser: Benchmarking Graph Condensation. CoRR abs/2405.14246 (2024) - [i97]Haodong Hong, Sen Wang, Zi Huang, Qi Wu, Jiajun Liu:
Why Only Text: Empowering Vision-and-Language Navigation with Multi-modal Prompts. CoRR abs/2406.02208 (2024) - [i96]Zhuoxiao Chen, Zixin Wang, Sen Wang, Zi Huang, Yadan Luo:
DPO: Dual-Perturbation Optimization for Test-time Adaptation in 3D Object Detection. CoRR abs/2406.13891 (2024) - [i95]Zhuoxiao Chen, Junjie Meng, Mahsa Baktashmotlagh, Zi Huang, Yadan Luo:
MOS: Model Synergy for Test-Time Adaptation on LiDAR-Based 3D Object Detection. CoRR abs/2406.14878 (2024) - [i94]Jia Syuen Lim, Zhuoxiao Chen, Mahsa Baktashmotlagh, Zhi Chen, Xin Yu, Zi Huang, Yadan Luo:
DiPEx: Dispersing Prompt Expansion for Class-Agnostic Object Detection. CoRR abs/2406.14924 (2024) - [i93]Hung Vinh Tran, Tong Chen, Quoc Viet Hung Nguyen, Zi Huang, Lizhen Cui, Hongzhi Yin:
A Thorough Performance Benchmarking on Lightweight Embedding-based Recommender Systems. CoRR abs/2406.17335 (2024) - [i92]Wei Jiang, Tong Chen, Guanhua Ye, Wentao Zhang, Lizhen Cui, Zi Huang, Hongzhi Yin:
Physics-guided Active Sample Reweighting for Urban Flow Prediction. CoRR abs/2407.13605 (2024) - [i91]Haodong Hong, Sen Wang, Zi Huang, Qi Wu, Jiajun Liu:
Navigating Beyond Instructions: Vision-and-Language Navigation in Obstructed Environments. CoRR abs/2407.21452 (2024) - [i90]Tianqi Wei, Zhi Chen, Zi Huang, Xin Yu:
Benchmarking In-the-wild Multimodal Disease Recognition and A Versatile Baseline. CoRR abs/2408.03120 (2024) - [i89]Zhi Chen, Zecheng Zhao, Yadan Luo, Zi Huang:
FastEdit: Fast Text-Guided Single-Image Editing via Semantic-Aware Diffusion Fine-Tuning. CoRR abs/2408.03355 (2024) - [i88]Tianqi Wei, Zhi Chen, Xin Yu, Scott Chapman, Paul Melloy, Zi Huang:
PlantSeg: A Large-Scale In-the-wild Dataset for Plant Disease Segmentation. CoRR abs/2409.04038 (2024) - [i87]Zhi Chen, Tianqi Wei, Zecheng Zhao, Jia Syuen Lim, Yadan Luo, Hu Zhang, Xin Yu, Scott Chapman, Zi Huang:
CF-PRNet: Coarse-to-Fine Prototype Refining Network for Point Cloud Completion and Reconstruction. CoRR abs/2409.08443 (2024) - 2023
- [j90]Ji-Rong Wen, Zi Huang, Hanwang Zhang:
Editorial for Special Issue on Large-scale Pre-training: Data, Models, and Fine-tuning. Mach. Intell. Res. 20(2): 145-146 (2023) - [j89]Yadan Luo, Zijian Wang, Zhuoxiao Chen, Zi Huang, Mahsa Baktashmotlagh:
Source-Free Progressive Graph Learning for Open-Set Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 45(9): 11240-11255 (2023) - [j88]Tian-Zi Niu, Shan-Shan Dong, Zhen-Duo Chen, Xin Luo, Zi Huang, Shanqing Guo, Xin-Shun Xu:
A multi-layer memory sharing network for video captioning. Pattern Recognit. 136: 109202 (2023) - [j87]Tong Chen, Hongzhi Yin, Jie Ren, Zi Huang, Xiangliang Zhang, Hao Wang:
Uniting Heterogeneity, Inductiveness, and Efficiency for Graph Representation Learning. IEEE Trans. Knowl. Data Eng. 35(2): 2103-2117 (2023) - [j86]Mubashir Imran, Hongzhi Yin, Tong Chen, Zi Huang, Kai Zheng:
DeHIN: A Decentralized Framework for Embedding Large-Scale Heterogeneous Information Networks. IEEE Trans. Knowl. Data Eng. 35(4): 3645-3657 (2023) - [j85]Yadan Luo, Zi Huang, Hongxu Chen, Yang Yang, Hongzhi Yin, Mahsa Baktashmotlagh:
Interpretable Signed Link Prediction With Signed Infomax Hyperbolic Graph. IEEE Trans. Knowl. Data Eng. 35(4): 3991-4002 (2023) - [j84]Zhi Chen, Yadan Luo, Sen Wang, Jingjing Li, Zi Huang:
GSMFlow: Generation Shifts Mitigating Flow for Generalized Zero-Shot Learning. IEEE Trans. Multim. 25: 5374-5385 (2023) - [j83]Tong Chen, Hongzhi Yin, Xiangliang Zhang, Zi Huang, Yang Wang, Meng Wang:
Quaternion Factorization Machines: A Lightweight Solution to Intricate Feature Interaction Modeling. IEEE Trans. Neural Networks Learn. Syst. 34(8): 4345-4358 (2023) - [j82]Peng-Fei Zhang, Guangdong Bai, Hongzhi Yin, Zi Huang:
Proactive Privacy-preserving Learning for Cross-modal Retrieval. ACM Trans. Inf. Syst. 41(2): 35:1-35:23 (2023) - [j81]Tian-Zi Niu, Zhen-Duo Chen, Xin Luo, Peng-Fei Zhang, Zi Huang, Xin-Shun Xu:
Video Captioning by Learning from Global Sentence and Looking Ahead. ACM Trans. Multim. Comput. Commun. Appl. 19(5s): 171:1-171:20 (2023) - [j80]Jiasheng Duan, Peng-Fei Zhang, Ruihong Qiu, Zi Huang:
Long short-term enhanced memory for sequential recommendation. World Wide Web (WWW) 26(2): 561-583 (2023) - [c169]Anjie Zhu, Peng-Fei Zhang, Yi Zhang, Zi Huang, Jie Shao:
Abstract then Play: A Skill-centric Reinforcement Learning Framework for Text-based Games. ACL (Findings) 2023: 13225-13236 - [c168]Heming Du, Zi Huang, Scott Chapman, Xin Yu:
Toward a Unified Framework for RGB and RGB-D Visual Navigation. AI (2) 2023: 363-375 - [c167]Heming Du, Lincheng Li, Zi Huang, Xin Yu:
Object-Goal Visual Navigation via Effective Exploration of Relations Among Historical Navigation States. CVPR 2023: 2563-2573 - [c166]Zi Huang, Akila Pemasiri, Simon Denman, Clinton Fookes, Terrence Martin:
Multi-Task Learning For Radar Signal Characterisation. ICASSP Workshops 2023: 1-5 - [c165]Zhuoxiao Chen, Yadan Luo, Zheng Wang, Mahsa Baktashmotlagh, Zi Huang:
Revisiting Domain-Adaptive 3D Object Detection by Reliable, Diverse and Class-balanced Pseudo-Labeling. ICCV 2023: 3691-3703 - [c164]Zijian Wang, Yadan Luo, Liang Zheng, Zi Huang, Mahsa Baktashmotlagh:
How Far Pre-trained Models Are from Neural Collapse on the Target Dataset Informs their Transferability. ICCV 2023: 5526-5535 - [c163]Yadan Luo, Zhuoxiao Chen, Zhen Fang, Zheng Zhang, Mahsa Baktashmotlagh, Zi Huang:
Kecor: Kernel Coding Rate Maximization for Active 3D Object Detection. ICCV 2023: 18233-18244 - [c162]Cheng-Wei Ching, Chirag Gupta, Zi Huang, Liting Hu:
OrcoDCS: An IoT-Edge Orchestrated Online Deep Compressed Sensing Framework. ICDCS Workshops 2023: 7-12 - [c161]Yilun Liu, Ruihong Qiu, Zi Huang:
CaT: Balanced Continual Graph Learning with Graph Condensation. ICDM 2023: 1157-1162 - [c160]Yiyun Zhang, Zijian Wang, Yadan Luo, Xin Yu, Zi Huang:
Learning Efficient Unsupervised Satellite Image-based Building Damage Detection. ICDM 2023: 1547-1552 - [c159]Yadan Luo, Zhuoxiao Chen, Zijian Wang, Xin Yu, Zi Huang, Mahsa Baktashmotlagh:
Exploring Active 3D Object Detection from a Generalization Perspective. ICLR 2023 - [c158]Zixin Wang, Yadan Luo, Zhi Chen, Sen Wang, Zi Huang:
Cal-SFDA: Source-Free Domain-adaptive Semantic Segmentation with Differentiable Expected Calibration Error. ACM Multimedia 2023: 1167-1178 - [c157]Zhi Chen, Peng-Fei Zhang, Jingjing Li, Sen Wang, Zi Huang:
Zero-Shot Learning by Harnessing Adversarial Samples. ACM Multimedia 2023: 4138-4146 - [c156]Peng-Fei Zhang, Zi Helen Huang:
Multi-head Siamese Prototype Learning against both Data and Label Corruption. MMAsia 2023: 61:1-61:7 - [c155]Md. Wahiduzzaman Khan, Hongwei Sheng, Hu Zhang, Heming Du, Sen Wang, Minas Theodore Coroneo, Farshid Hajati, Sahar Shariflou, Michael Kalloniatis, Jack Phu, Ashish Agar, Zi Huang, S. Mojtaba Golzan, Xin Yu:
RVD: A Handheld Device-Based Fundus Video Dataset for Retinal Vessel Segmentation. NeurIPS 2023 - [c154]Zijian Wang, Yadan Luo, Zi Huang, Mahsa Baktashmotlagh:
FFM: Injecting Out-of-Domain Knowledge via Factorized Frequency Modification. WACV 2023: 4124-4133 - [c153]Liang Qu, Ningzhi Tang, Ruiqi Zheng, Quoc Viet Hung Nguyen, Zi Huang, Yuhui Shi, Hongzhi Yin:
Semi-decentralized Federated Ego Graph Learning for Recommendation. WWW 2023: 339-348 - [e6]Ioannis Kompatsiaris, Jiebo Luo, Nicu Sebe, Angela Yao, Vasileios Mazaris, Symeon Papadopoulos, Adrian Popescu, Zi Helen Huang:
Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, ICMR 2023, Thessaloniki, Greece, June 12-15, 2023. ACM 2023 [contents] - [i86]Yadan Luo, Zhuoxiao Chen, Zijian Wang, Xin Yu, Zi Huang, Mahsa Baktashmotlagh:
Exploring Active 3D Object Detection from a Generalization Perspective. CoRR abs/2301.09249 (2023) - [i85]Liang Qu, Ningzhi Tang, Ruiqi Zheng, Quoc Viet Hung Nguyen, Zi Huang, Yuhui Shi, Hongzhi Yin:
Semi-decentralized Federated Ego Graph Learning for Recommendation. CoRR abs/2302.10900 (2023) - [i84]Xuhui Ren, Tong Chen, Quoc Viet Hung Nguyen, Lizhen Cui, Zi Huang, Hongzhi Yin:
Explicit Knowledge Graph Reasoning for Conversational Recommendation. CoRR abs/2305.00783 (2023) - [i83]Jun Li, Yi Bin, Liang Peng, Yang Yang, Yangyang Li, Hao Jin, Zi Huang:
Focusing on Relevant Responses for Multi-modal Rumor Detection. CoRR abs/2306.11746 (2023) - [i82]Zi Huang, Akila Pemasiri, Simon Denman, Clinton Fookes, Terrence Martin:
Multi-task Learning for Radar Signal Characterisation. CoRR abs/2306.13105 (2023) - [i81]Wahiduzzaman Khan, Hongwei Sheng, Hu Zhang, Heming Du, Sen Wang, Minas Theodore Coroneo, Farshid Hajati, Sahar Shariflou, Michael Kalloniatis, Jack Phu, Ashish Agar, Zi Huang, S. Mojtaba Golzan, Xin Yu:
RVD: A Handheld Device-Based Fundus Video Dataset for Retinal Vessel Segmentation. CoRR abs/2307.06577 (2023) - [i80]Yadan Luo, Zhuoxiao Chen, Zhen Fang, Zheng Zhang, Zi Huang, Mahsa Baktashmotlagh:
KECOR: Kernel Coding Rate Maximization for Active 3D Object Detection. CoRR abs/2307.07942 (2023) - [i79]Zhuoxiao Chen, Yadan Luo, Zi Huang, Zheng Wang, Mahsa Baktashmotlagh:
Revisiting Domain-Adaptive 3D Object Detection by Reliable, Diverse and Class-balanced Pseudo-Labeling. CoRR abs/2307.07944 (2023) - [i78]Zhi Chen, Peng-Fei Zhang, Jingjing Li, Sen Wang, Zi Huang:
Zero-Shot Learning by Harnessing Adversarial Samples. CoRR abs/2308.00313 (2023) - [i77]Zixin Wang, Yadan Luo, Zhi Chen, Sen Wang, Zi Huang:
Cal-SFDA: Source-Free Domain-adaptive Semantic Segmentation with Differentiable Expected Calibration Error. CoRR abs/2308.03003 (2023) - [i76]Cheng-Wei Ching, Chirag Gupta, Zi Huang, Liting Hu:
OrcoDCS: An IoT-Edge Orchestrated Online Deep Compressed Sensing Framework. CoRR abs/2308.05757 (2023) - [i75]Chen Liu, Peike Li, Hu Zhang, Lincheng Li, Zi Huang, Dadong Wang, Xin Yu:
BAVS: Bootstrapping Audio-Visual Segmentation by Integrating Foundation Knowledge. CoRR abs/2308.10175 (2023) - [i74]Yan Jiang, Ruihong Qiu, Yi Zhang, Zi Huang:
UQ at #SMM4H 2023: ALEX for Public Health Analysis with Social Media. CoRR abs/2309.04213 (2023) - [i73]Yilun Liu, Ruihong Qiu, Zi Huang:
CaT: Balanced Continual Graph Learning with Graph Condensation. CoRR abs/2309.09455 (2023) - [i72]Xiaoxiao Sun, Xingjian Leng, Zijian Wang, Yang Yang, Zi Huang, Liang Zheng:
CIFAR-10-Warehouse: Broad and More Realistic Testbeds in Model Generalization Analysis. CoRR abs/2310.04414 (2023) - [i71]Hu Zhang, Xin Shen, Heming Du, Huiqiang Chen, Chen Liu, Hongwei Sheng, Qingzheng Xu, Wahiduzzaman Khan, Qingtao Yu, Tianqing Zhu, Scott Chapman, Zi Huang, Xin Yu:
Divide and Ensemble: Progressively Learning for the Unknown. CoRR abs/2310.05425 (2023) - [i70]Zhuoxiao Chen, Yadan Luo, Zixin Wang, Zijian Wang, Xin Yu, Zi Huang:
Towards Open World Active Learning for 3D Object Detection. CoRR abs/2310.10391 (2023) - [i69]Yudong Chen, Sen Wang, Jiajun Liu, Xuwei Xu, Frank de Hoog, Brano Kusy, Zi Huang:
Understanding the Effects of Projectors in Knowledge Distillation. CoRR abs/2310.17183 (2023) - [i68]Zixin Wang, Yadan Luo, Liang Zheng, Zhuoxiao Chen, Sen Wang, Zi Huang:
In Search of Lost Online Test-time Adaptation: A Survey. CoRR abs/2310.20199 (2023) - [i67]Yiyun Zhang, Zijian Wang, Yadan Luo, Xin Yu, Zi Huang:
Learning Efficient Unsupervised Satellite Image-based Building Damage Detection. CoRR abs/2312.01576 (2023) - [i66]Hu Zhang, Jianhua Xu, Tao Tang, Haiyang Sun, Xin Yu, Zi Huang, Kaicheng Yu:
OpenSight: A Simple Open-Vocabulary Framework for LiDAR-Based Object Detection. CoRR abs/2312.08876 (2023) - [i65]Zi Huang, Akila Pemasiri, Simon Denman, Clinton Fookes, Terrence Martin:
Multi-stage Learning for Radar Pulse Activity Segmentation. CoRR abs/2312.09489 (2023) - [i64]Yanran Tang, Ruihong Qiu, Yilun Liu, Xue Li, Zi Huang:
CaseGNN: Graph Neural Networks for Legal Case Retrieval with Text-Attributed Graphs. CoRR abs/2312.11229 (2023) - [i63]Yilun Liu, Ruihong Qiu, Yanran Tang, Hongzhi Yin, Zi Huang:
PUMA: Efficient Continual Graph Learning with Graph Condensation. CoRR abs/2312.14439 (2023) - 2022
- [j79]Yudi Li, Min Tang, Yun Yang, Zi Huang, Ruofeng Tong, Shuangcai Yang, Yao Li, Dinesh Manocha:
N-Cloth: Predicting 3D Cloth Deformation with Mesh-Based Networks. Comput. Graph. Forum 41(2): 547-558 (2022) - [j78]Shaoxiong Ji, Xue Li, Zi Huang, Erik Cambria:
Suicidal ideation and mental disorder detection with attentive relation networks. Neural Comput. Appl. 34(13): 10309-10319 (2022) - [j77]Liang Peng, Yang Yang, Zheng Wang, Zi Huang, Heng Tao Shen:
MRA-Net: Improving VQA Via Multi-Modal Relation Attention Network. IEEE Trans. Pattern Anal. Mach. Intell. 44(1): 318-329 (2022) - [j76]Junliang Yu, Hongzhi Yin, Jundong Li, Min Gao, Zi Huang, Lizhen Cui:
Enhancing Social Recommendation With Adversarial Graph Convolutional Networks. IEEE Trans. Knowl. Data Eng. 34(8): 3727-3739 (2022) - [j75]Peng-Fei Zhang, Yang Li, Zi Huang, Xin-Shun Xu:
Aggregation-Based Graph Convolutional Hashing for Unsupervised Cross-Modal Retrieval. IEEE Trans. Multim. 24: 466-479 (2022) - [j74]Ruihong Qiu, Zi Huang, Tong Chen, Hongzhi Yin:
Exploiting Positional Information for Session-Based Recommendation. ACM Trans. Inf. Syst. 40(2): 35:1-35:24 (2022) - [j73]Zi Huang, Yanyan Shen, Divesh Srivastava:
Special issue on responsible data management and data science. VLDB J. 31(5): 823 (2022) - [c152]Tong Chen, Hongzhi Yin, Jie Ren, Zi Huang, Xiangliang Zhang, Hao Wang:
Uniting Heterogeneity, Inductiveness, and Efficiency for Graph Representation Learning (Extended Abstract). ICDE 2022: 1533-1534 - [c151]Ruihong Qiu, Zi Huang, Hongzhi Yin:
Beyond Double Ascent via Recurrent Neural Tangent Kernel in Sequential Recommendation. ICDM 2022: 428-437 - [c150]Zixin Wang, Yadan Luo, Peng-Fei Zhang, Sen Wang, Zi Huang:
Discovering Domain Disentanglement for Generalized Multi-Source Domain Adaptation. ICME 2022: 1-6 - [c149]Zi Huang, Shulei Ji, Zhilan Hu, Chuangjian Cai, Jing Luo, Xinyu Yang:
ADFF: Attention Based Deep Feature Fusion Approach for Music Emotion Recognition. INTERSPEECH 2022: 4152-4156 - [c148]Fuman Xie, Yanjun Zhang, Chuan Yan, Suwan Li, Lei Bu, Kai Chen, Zi Huang, Guangdong Bai:
Scrutinizing Privacy Policy Compliance of Virtual Personal Assistant Apps. ASE 2022: 90:1-90:13 - [c147]Peng-Fei Zhang, Guangdong Bai, Zi Huang, Xin-Shun Xu:
Machine Unlearning for Image Retrieval: A Generative Scrubbing Approach. ACM Multimedia 2022: 237-245 - [c146]Peng-Fei Zhang, Zi Huang, Guangdong Bai, Xin-Shun Xu:
IDEAL: High-Order-Ensemble Adaptation Network for Learning with Noisy Labels. ACM Multimedia 2022: 325-333 - [c145]Peng-Fei Zhang, Zi Huang, Xin Luo, Pengfei Zhao:
Robust Learning with Adversarial Perturbations and Label Noise: A Two-Pronged Defense Approach. MMAsia 2022: 23:1-23:7 - [c144]Yudong Chen, Sen Wang, Jiajun Liu, Xuwei Xu, Frank de Hoog, Zi Huang:
Improved Feature Distillation via Projector Ensemble. NeurIPS 2022 - [c143]Ruihong Qiu, Zi Huang, Hongzhi Yin, Zijian Wang:
Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation. WSDM 2022: 813-823 - [c142]Shijie Zhang, Hongzhi Yin, Tong Chen, Zi Huang, Quoc Viet Hung Nguyen, Lizhen Cui:
PipAttack: Poisoning Federated Recommender Systems for Manipulating Item Promotion. WSDM 2022: 1415-1423 - [e5]Richard Chbeir, Zi Helen Huang, Fabrizio Silvestri, Yannis Manolopoulos, Yanchun Zhang:
Web Information Systems Engineering - WISE 2022 - 23rd International Conference, Biarritz, France, November 1-3, 2022, Proceedings. Lecture Notes in Computer Science 13724, Springer 2022, ISBN 978-3-031-20890-4 [contents] - [i62]Mubashir Imran, Hongzhi Yin, Tong Chen, Zi Huang, Kai Zheng:
DeHIN: A Decentralized Framework for Embedding Large-scale Heterogeneous Information Networks. CoRR abs/2201.02757 (2022) - [i61]Yadan Luo, Zijian Wang, Zhuoxiao Chen, Zi Huang, Mahsa Baktashmotlagh:
Source-Free Progressive Graph Learning for Open-Set Domain Adaptation. CoRR abs/2202.06174 (2022) - [i60]Junliang Yu, Hongzhi Yin, Xin Xia, Tong Chen, Jundong Li, Zi Huang:
Self-Supervised Learning for Recommender Systems: A Survey. CoRR abs/2203.15876 (2022) - [i59]Zi Huang, Shulei Ji, Zhilan Hu, Chuangjian Cai, Jing Luo, Xinyu Yang:
ADFF: Attention Based Deep Feature Fusion Approach for Music Emotion Recognition. CoRR abs/2204.05649 (2022) - [i58]Zhi Chen, Yadan Luo, Sen Wang, Jingjing Li, Zi Huang:
GSMFlow: Generation Shifts Mitigating Flow for Generalized Zero-Shot Learning. CoRR abs/2207.01798 (2022) - [i57]Zixin Wang, Yadan Luo, Peng-Fei Zhang, Sen Wang, Zi Huang:
Discovering Domain Disentanglement for Generalized Multi-source Domain Adaptation. CoRR abs/2207.05070 (2022) - [i56]Zhi Chen, Yadan Luo, Sen Wang, Jingjing Li, Zi Huang:
Federated Zero-Shot Learning for Visual Recognition. CoRR abs/2209.01994 (2022) - [i55]Ruihong Qiu, Zi Huang, Hongzhi Yin:
Beyond Double Ascent via Recurrent Neural Tangent Kernel in Sequential Recommendation. CoRR abs/2209.03735 (2022) - [i54]Yang Li, Tong Chen, Peng-Fei Zhang, Zi Huang, Hongzhi Yin:
Self-supervised Graph-based Point-of-interest Recommendation. CoRR abs/2210.12506 (2022) - [i53]Yudong Chen, Sen Wang, Jiajun Liu, Xuwei Xu, Frank de Hoog, Zi Huang:
Improved Feature Distillation via Projector Ensemble. CoRR abs/2210.15274 (2022) - 2021
- [j72]Shaoxiong Ji, Shirui Pan, Xue Li, Erik Cambria, Guodong Long, Zi Huang:
Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications. IEEE Trans. Comput. Soc. Syst. 8(1): 214-226 (2021) - [j71]Jingjing Li, Ke Lu, Zi Huang, Heng Tao Shen:
On Both Cold-Start and Long-Tail Recommendation with Social Data. IEEE Trans. Knowl. Data Eng. 33(1): 194-208 (2021) - [j70]Heng Tao Shen, Luchen Liu, Yang Yang, Xing Xu, Zi Huang, Fumin Shen, Richang Hong:
Exploiting Subspace Relation in Semantic Labels for Cross-Modal Hashing. IEEE Trans. Knowl. Data Eng. 33(10): 3351-3365 (2021) - [j69]Yadan Luo, Zi Huang, Yang Li, Fumin Shen, Yang Yang, Peng Cui:
Collaborative Learning for Extremely Low Bit Asymmetric Hashing. IEEE Trans. Knowl. Data Eng. 33(12): 3675-3685 (2021) - [j68]Zijian Wang, Zheng Zhang, Yadan Luo, Zi Huang, Heng Tao Shen:
Deep Collaborative Discrete Hashing With Semantic-Invariant Structure Construction. IEEE Trans. Multim. 23: 1274-1286 (2021) - [j67]Zheng Zhang, Luyao Liu, Yadan Luo, Zi Huang, Fumin Shen, Heng Tao Shen, Guangming Lu:
Inductive Structure Consistent Hashing via Flexible Semantic Calibration. IEEE Trans. Neural Networks Learn. Syst. 32(10): 4514-4528 (2021) - [j66]Peng-Fei Zhang, Yadan Luo, Zi Huang, Xin-Shun Xu, Jingkuan Song:
High-order nonlocal Hashing for unsupervised cross-modal retrieval. World Wide Web 24(2): 563-583 (2021) - [j65]Yang Li, Tong Chen, Zi Huang:
Attribute-aware explainable complementary clothing recommendation. World Wide Web 24(5): 1885-1901 (2021) - [c141]Peng-Fei Zhang, Zi Huang, Xin-Shun Xu:
Proactive Privacy-preserving Learning for Retrieval. AAAI 2021: 3369-3376 - [c140]Zhi Chen, Zi Huang, Jingjing Li, Zheng Zhang:
Entropy-Based Uncertainty Calibration for Generalized Zero-Shot Learning. ADC 2021: 139-151 - [c139]Jawaher Alghamdi, Zi Huang:
Modeling Daily Crime Events Prediction Using Seq2Seq Architecture. ADC 2021: 192-203 - [c138]Zi Huang:
Temporal Modification of Event Kinds. ESSLLI Student Sessions 2021: 136-151 - [c137]Zijian Wang, Yadan Luo, Ruihong Qiu, Zi Huang, Mahsa Baktashmotlagh:
Learning to Diversify for Single Domain Generalization. ICCV 2021: 814-823 - [c136]Zhi Chen, Yadan Luo, Ruihong Qiu, Sen Wang, Zi Huang, Jingjing Li, Zheng Zhang:
Semantics Disentangling for Generalized Zero-Shot Learning. ICCV 2021: 8692-8700 - [c135]Mubashir Imran, Hongzhi Yin, Tong Chen, Zi Huang, Xiangliang Zhang, Kai Zheng:
DDHH: A Decentralized Deep Learning Framework for Large-scale Heterogeneous Networks. ICDE 2021: 2033-2038 - [c134]Ruihong Qiu, Zi Huang, Hongzhi Yin:
Memory Augmented Multi-Instance Contrastive Predictive Coding for Sequential Recommendation. ICDM 2021: 519-528 - [c133]Yang Li, Tong Chen, Yadan Luo, Hongzhi Yin, Zi Huang:
Discovering Collaborative Signals for Next POI Recommendation with Iterative Seq2Graph Augmentation. IJCAI 2021: 1491-1497 - [c132]Tong Chen, Hongzhi Yin, Yujia Zheng, Zi Huang, Yang Wang, Meng Wang:
Learning Elastic Embeddings for Customizing On-Device Recommenders. KDD 2021: 138-147 - [c131]Zhi Chen, Yadan Luo, Sen Wang, Ruihong Qiu, Jingjing Li, Zi Huang:
Mitigating Generation Shifts for Generalized Zero-Shot Learning. ACM Multimedia 2021: 844-852 - [c130]Peng-Fei Zhang, Jiasheng Duan, Zi Huang, Hongzhi Yin:
Joint-teaching: Learning to Refine Knowledge for Resource-constrained Unsupervised Cross-modal Retrieval. ACM Multimedia 2021: 1517-1525 - [c129]Yudong Chen, Sen Wang, Jianglin Lu, Zhi Chen, Zheng Zhang, Zi Huang:
Local Graph Convolutional Networks for Cross-Modal Hashing. ACM Multimedia 2021: 1921-1928 - [c128]Fuming You, Jingjing Li, Lei Zhu, Zhi Chen, Zi Huang:
Domain Adaptive Semantic Segmentation without Source Data. ACM Multimedia 2021: 3293-3302 - [c127]Xinhao Li, Jingjing Li, Lei Zhu, Guoqing Wang, Zi Huang:
Imbalanced Source-free Domain Adaptation. ACM Multimedia 2021: 3330-3339 - [c126]Zhekai Du, Jingjing Li, Ke Lu, Lei Zhu, Zi Huang:
Learning Transferrable and Interpretable Representations for Domain Generalization. ACM Multimedia 2021: 3340-3349 - [c125]Ruihong Qiu, Sen Wang, Zhi Chen, Hongzhi Yin, Zi Huang:
CausalRec: Causal Inference for Visual Debiasing in Visually-Aware Recommendation. ACM Multimedia 2021: 3844-3852 - [c124]Peng-Fei Zhang, Yang Li, Zi Huang, Hongzhi Yin:
Privacy Protection in Deep Multi-modal Retrieval. SIGIR 2021: 634-643 - [c123]Xuhui Ren, Hongzhi Yin, Tong Chen, Hao Wang, Zi Huang, Kai Zheng:
Learning to Ask Appropriate Questions in Conversational Recommendation. SIGIR 2021: 808-817 - [c122]Shijie Zhang, Hongzhi Yin, Tong Chen, Zi Huang, Lizhen Cui, Xiangliang Zhang:
Graph Embedding for Recommendation against Attribute Inference Attacks. WWW 2021: 3002-3014 - [e4]Gianluca Demartini, Guido Zuccon, J. Shane Culpepper, Zi Huang, Hanghang Tong:
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021. ACM 2021, ISBN 978-1-4503-8446-9 [contents] - [i52]Zhi Chen, Zi Huang, Jingjing Li, Zheng Zhang:
Entropy-Based Uncertainty Calibration for Generalized Zero-Shot Learning. CoRR abs/2101.03292 (2021) - [i51]Zhi Chen, Ruihong Qiu, Sen Wang, Zi Huang, Jingjing Li, Zheng Zhang:
Semantic Disentangling Generalized Zero-Shot Learning. CoRR abs/2101.07978 (2021) - [i50]Shijie Zhang, Hongzhi Yin, Tong Chen, Zi Huang, Lizhen Cui, Xiangliang Zhang:
Graph Embedding for Recommendation against Attribute Inference Attacks. CoRR abs/2101.12549 (2021) - [i49]Ziwei Wang, Yadan Luo, Zi Huang:
Enhanced Modality Transition for Image Captioning. CoRR abs/2102.11526 (2021) - [i48]Tong Chen, Hongzhi Yin, Jie Ren, Zi Huang, Xiangliang Zhang, Hao Wang:
Uniting Heterogeneity, Inductiveness, and Efficiency for Graph Representation Learning. CoRR abs/2104.01711 (2021) - [i47]Tong Chen, Hongzhi Yin, Xiangliang Zhang, Zi Huang, Yang Wang, Meng Wang:
Quaternion Factorization Machines: A Lightweight Solution to Intricate Feature Interaction Modelling. CoRR abs/2104.01716 (2021) - [i46]Xuhui Ren, Hongzhi Yin, Tong Chen, Hao Wang, Zi Huang, Kai Zheng:
Learning to Ask Appropriate Questions in Conversational Recommendation. CoRR abs/2105.04774 (2021) - [i45]Tong Chen, Hongzhi Yin, Yujia Zheng, Zi Huang, Yang Wang, Meng Wang:
Learning Elastic Embeddings for Customizing On-Device Recommenders. CoRR abs/2106.02223 (2021) - [i44]Yang Li, Tong Chen, Hongzhi Yin, Zi Huang:
Discovering Collaborative Signals for Next POI Recommendation with Iterative Seq2Graph Augmentation. CoRR abs/2106.15814 (2021) - [i43]Ruihong Qiu, Zi Huang, Tong Chen, Hongzhi Yin:
Exploiting Positional Information for Session-based Recommendation. CoRR abs/2107.00846 (2021) - [i42]Ruihong Qiu, Zi Huang, Jingjing Li, Hongzhi Yin:
Exploiting Cross-Session Information for Session-based Recommendation with Graph Neural Networks. CoRR abs/2107.00852 (2021) - [i41]Yang Li, Tong Chen, Zi Huang:
Attribute-aware Explainable Complementary Clothing Recommendation. CoRR abs/2107.01655 (2021) - [i40]Ruihong Qiu, Sen Wang, Zhi Chen, Hongzhi Yin, Zi Huang:
CausalRec: Causal Inference for Visual Debiasing in Visually-Aware Recommendation. CoRR abs/2107.02390 (2021) - [i39]Zhi Chen, Yadan Luo, Sen Wang, Ruihong Qiu, Jingjing Li, Zi Huang:
Mitigating Generation Shifts for Generalized Zero-Shot Learning. CoRR abs/2107.03163 (2021) - [i38]Zijian Wang, Yadan Luo, Ruihong Qiu, Zi Huang, Mahsa Baktashmotlagh:
Learning to Diversify for Single Domain Generalization. CoRR abs/2108.11726 (2021) - [i37]Ruihong Qiu, Zi Huang, Hongzhi Yin:
Memory Augmented Multi-Instance Contrastive Predictive Coding for Sequential Recommendation. CoRR abs/2109.00368 (2021) - [i36]Ruihong Qiu, Zi Huang, Hongzhi Yin, Zijian Wang:
Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation. CoRR abs/2110.05730 (2021) - [i35]Fuming You, Jingjing Li, Lei Zhu, Ke Lu, Zhi Chen, Zi Huang:
Domain Adaptive Semantic Segmentation without Source Data. CoRR abs/2110.06484 (2021) - [i34]Shijie Zhang, Hongzhi Yin, Tong Chen, Zi Huang, Quoc Viet Hung Nguyen, Lizhen Cui:
PipAttack: Poisoning Federated Recommender Systems forManipulating Item Promotion. CoRR abs/2110.10926 (2021) - [i33]Yudi Li, Min Tang, Yun Yang, Zi Huang, Ruofeng Tong, Shuangcai Yang, Yao Li, Dinesh Manocha:
N-Cloth: Predicting 3D Cloth Deformation with Mesh-Based Networks. CoRR abs/2112.06397 (2021) - 2020
- [j64]Weiqing Min, Yonghong Tian, Zi Huang, Wen-Huang Cheng, Abdulmotaleb El-Saddik:
Urban Multimedia Computing: Emerging Methods in Multimedia Computing for Urban Data Analysis and Applications. IEEE Multim. 27(3): 8-11 (2020) - [j63]Huimin Lu, Tomoki Uemura, Dong Wang, Jihua Zhu, Zi Huang, Hyoungseop Kim:
Deep-Sea Organisms Tracking Using Dehazing and Deep Learning. Mob. Networks Appl. 25(3): 1008-1015 (2020) - [j62]Huimin Lu, Tomoki Uemura, Dong Wang, Jihua Zhu, Zi Huang, Hyoungseop Kim:
Correction to: Deep-Sea Organisms Tracking Using Dehazing and Deep Learning. Mob. Networks Appl. 25(6): 2536 (2020) - [j61]Luyao Liu, Zheng Zhang, Zi Huang:
Flexible Discrete Multi-view Hashing with Collective Latent Feature Learning. Neural Process. Lett. 52(3): 1765-1791 (2020) - [j60]Shiyuan He, Bokun Wang, Zheng Wang, Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen:
Bidirectional Discrete Matrix Factorization Hashing for Image Search. IEEE Trans. Cybern. 50(9): 4157-4168 (2020) - [j59]Ruihong Qiu, Zi Huang, Jingjing Li, Hongzhi Yin:
Exploiting Cross-session Information for Session-based Recommendation with Graph Neural Networks. ACM Trans. Inf. Syst. 38(3): 22:1-22:23 (2020) - [j58]Xuhui Ren, Hongzhi Yin, Tong Chen, Hao Wang, Nguyen Quoc Viet Hung, Zi Huang, Xiangliang Zhang:
CRSAL: Conversational Recommender Systems with Adversarial Learning. ACM Trans. Inf. Syst. 38(4): 34:1-34:40 (2020) - [c121]Yadan Luo, Zi Huang, Zheng Zhang, Ziwei Wang, Mahsa Baktashmotlagh, Yang Yang:
Learning from the Past: Continual Meta-Learning with Bayesian Graph Neural Networks. AAAI 2020: 5021-5028 - [c120]Ziwei Wang, Zi Huang, Yadan Luo:
PAIC: Parallelised Attentive Image Captioning. ADC 2020: 16-28 - [c119]Jiasheng Duan, Yadan Luo, Ziwei Wang, Zi Huang:
Semi-supervised Cross-Modal Hashing with Graph Convolutional Networks. ADC 2020: 93-104 - [c118]Yang Li, Yadan Luo, Zi Huang:
Graph-Based Relation-Aware Representation Learning for Clothing Matching. ADC 2020: 189-197 - [c117]Jiasheng Duan, Peng-Fei Zhang, Zi Huang:
Completely Unsupervised Cross-Modal Hashing. DASFAA (1) 2020: 178-194 - [c116]Lei Guo, Hongzhi Yin, Qinyong Wang, Bin Cui, Zi Huang, Lizhen Cui:
Group Recommendation with Latent Voting Mechanism. ICDE 2020: 121-132 - [c115]Yadan Luo, Zijian Wang, Zi Huang, Mahsa Baktashmotlagh:
Progressive Graph Learning for Open-Set Domain Adaptation. ICML 2020: 6468-6478 - [c114]Ziwei Wang, Zi Huang, Yadan Luo:
Human Consensus-Oriented Image Captioning. IJCAI 2020: 659-665 - [c113]Yadan Luo, Zi Huang, Zijian Wang, Zheng Zhang, Mahsa Baktashmotlagh:
Adversarial Bipartite Graph Learning for Video Domain Adaptation. ACM Multimedia 2020: 19-27 - [c112]Zijian Wang, Yadan Luo, Zi Huang, Mahsa Baktashmotlagh:
Prototype-Matching Graph Network for Heterogeneous Domain Adaptation. ACM Multimedia 2020: 2104-2112 - [c111]Mengmeng Jing, Jingjing Li, Lei Zhu, Ke Lu, Yang Yang, Zi Huang:
Incomplete Cross-modal Retrieval with Dual-Aligned Variational Autoencoders. ACM Multimedia 2020: 3283-3291 - [c110]Zhi Chen, Sen Wang, Jingjing Li, Zi Huang:
Rethinking Generative Zero-Shot Learning: An Ensemble Learning Perspective for Recognising Visual Patches. ACM Multimedia 2020: 3413-3421 - [c109]Yang Li, Yadan Luo, Zi Huang:
Fashion Recommendation with Multi-relational Representation Learning. PAKDD (1) 2020: 3-15 - [c108]Peng-Fei Zhang, Zi Huang, Zheng Zhang:
Semantics-Reconstructing Hashing for Cross-Modal Retrieval. PAKDD (2) 2020: 315-327 - [c107]Ruihong Qiu, Hongzhi Yin, Zi Huang, Tong Chen:
GAG: Global Attributed Graph Neural Network for Streaming Session-based Recommendation. SIGIR 2020: 669-678 - [c106]Shijie Zhang, Hongzhi Yin, Tong Chen, Quoc Viet Hung Nguyen, Zi Huang, Lizhen Cui:
GCN-Based User Representation Learning for Unifying Robust Recommendation and Fraudster Detection. SIGIR 2020: 689-698 - [c105]Tong Chen, Hongzhi Yin, Guanhua Ye, Zi Huang, Yang Wang, Meng Wang:
Try This Instead: Personalized and Interpretable Substitute Recommendation. SIGIR 2020: 891-900 - [c104]Zhi Chen, Jingjing Li, Yadan Luo, Zi Huang, Yangyang Yangyang:
CANZSL: Cycle-Consistent Adversarial Networks for Zero-Shot Learning from Natural Language. WACV 2020: 863-872 - [c103]Qinyong Wang, Hongzhi Yin, Tong Chen, Zi Huang, Hao Wang, Yanchang Zhao, Nguyen Quoc Viet Hung:
Next Point-of-Interest Recommendation on Resource-Constrained Mobile Devices. WWW 2020: 906-916 - [i32]Junliang Yu, Hongzhi Yin, Jundong Li, Min Gao, Zi Huang, Lizhen Cui:
Enhance Social Recommendation with Adversarial Graph Convolutional Networks. CoRR abs/2004.02340 (2020) - [i31]Shaoxiong Ji, Xue Li, Zi Huang, Erik Cambria:
Suicidal Ideation and Mental Disorder Detection with Attentive Relation Networks. CoRR abs/2004.07601 (2020) - [i30]Tong Chen, Hongzhi Yin, Guanhua Ye, Zi Huang, Yang Wang, Meng Wang:
Try This Instead: Personalized and Interpretable Substitute Recommendation. CoRR abs/2005.09344 (2020) - [i29]Shijie Zhang, Hongzhi Yin, Tong Chen, Quoc Viet Hung Nguyen, Zi Huang, Lizhen Cui:
GCN-Based User Representation Learning for Unifying Robust Recommendation and Fraudster Detection. CoRR abs/2005.10150 (2020) - [i28]Ziwei Wang, Zi Huang, Yadan Luo, Huimin Lu:
ORD: Object Relationship Discovery for Visual Dialogue Generation. CoRR abs/2006.08322 (2020) - [i27]Yadan Luo, Zijian Wang, Zi Huang, Mahsa Baktashmotlagh:
Progressive Graph Learning for Open-Set Domain Adaptation. CoRR abs/2006.12087 (2020) - [i26]Ruihong Qiu, Hongzhi Yin, Zi Huang, Tong Chen:
GAG: Global Attributed Graph Neural Network for Streaming Session-based Recommendation. CoRR abs/2007.02747 (2020) - [i25]Zhi Chen, Sen Wang, Jingjing Li, Zi Huang:
Rethinking Generative Zero-Shot Learning: An Ensemble Learning Perspective for Recognising Visual Patches. CoRR abs/2007.13314 (2020) - [i24]Yadan Luo, Zi Huang, Zijian Wang, Zheng Zhang, Mahsa Baktashmotlagh:
Adversarial Bipartite Graph Learning for Video Domain Adaptation. CoRR abs/2007.15829 (2020) - [i23]Yadan Luo, Zi Huang, Hongxu Chen, Yang Yang, Mahsa Baktashmotlagh:
Interpretable Signed Link Prediction with Signed Infomax Hyperbolic Graph. CoRR abs/2011.12517 (2020)
2010 – 2019
- 2019
- [j57]Jingjing Li, Ke Lu, Zi Huang, Lei Zhu, Heng Tao Shen:
Transfer Independently Together: A Generalized Framework for Domain Adaptation. IEEE Trans. Cybern. 49(6): 2144-2155 (2019) - [j56]Xin Luo, Peng-Fei Zhang, Zi Huang, Liqiang Nie, Xin-Shun Xu:
Discrete Hashing With Multiple Supervision. IEEE Trans. Image Process. 28(6): 2962-2975 (2019) - [j55]Zheng Zhang, Zhihui Lai, Zi Huang, Wai Keung Wong, Guo-Sen Xie, Li Liu, Ling Shao:
Scalable Supervised Asymmetric Hashing With Semantic and Latent Factor Embedding. IEEE Trans. Image Process. 28(10): 4803-4818 (2019) - [j54]Yang Yang, Yaqian Duan, Xinze Wang, Zi Huang, Ning Xie, Heng Tao Shen:
Hierarchical Multi-Clue Modelling for POI Popularity Prediction with Heterogeneous Tourist Information. IEEE Trans. Knowl. Data Eng. 31(4): 757-768 (2019) - [j53]Jingjing Li, Ke Lu, Zi Huang, Lei Zhu, Heng Tao Shen:
Heterogeneous Domain Adaptation Through Progressive Alignment. IEEE Trans. Neural Networks Learn. Syst. 30(5): 1381-1391 (2019) - [j52]Zhiwei Liu, Yang Yang, Zi Huang, Fumin Shen, Dongxiang Zhang, Heng Tao Shen:
Embedding and predicting the event at early stage. World Wide Web 22(3): 1055-1074 (2019) - [c102]Jingjing Li, Mengmeng Jing, Ke Lu, Lei Zhu, Yang Yang, Zi Huang:
From Zero-Shot Learning to Cold-Start Recommendation. AAAI 2019: 4189-4196 - [c101]Zheng Zhang, Guo-Sen Xie, Yang Li, Sheng Li, Zi Huang:
SADIH: Semantic-Aware DIscrete Hashing. AAAI 2019: 5853-5860 - [c100]Yi Bin, Yang Yang, Chaofan Tao, Zi Huang, Jingjing Li, Heng Tao Shen:
MR-NET: Exploiting Mutual Relation for Visual Relationship Detection. AAAI 2019: 8110-8117 - [c99]Ruihong Qiu, Jingjing Li, Zi Huang, Hongzhi Yin:
Rethinking the Item Order in Session-based Recommendation with Graph Neural Networks. CIKM 2019: 579-588 - [c98]Jingjing Li, Mengmeng Jing, Ke Lu, Zhengming Ding, Lei Zhu, Zi Huang:
Leveraging the Invariant Side of Generative Zero-Shot Learning. CVPR 2019: 7402-7411 - [c97]Yue Xie, Jingjing Li, Mengmeng Jing, Ke Lu, Zi Huang:
A Domain Adaptation Approach for Multistream Classification. DASFAA (3) 2019: 343-347 - [c96]Qinyong Wang, Hongzhi Yin, Weiqing Wang, Zi Huang, Guibing Guo, Quoc Viet Hung Nguyen:
Multi-hop Path Queries over Knowledge Graphs with Neural Memory Networks. DASFAA (1) 2019: 777-794 - [c95]Mengmeng Jing, Jingjing Li, Ke Lu, Jieyan Liu, Zi Huang:
Adaptive Component Embedding for Unsupervised Domain Adaptation. ICME 2019: 1660-1665 - [c94]Shaoxiong Ji, Shirui Pan, Guodong Long, Xue Li, Jing Jiang, Zi Huang:
Learning Private Neural Language Modeling with Attentive Aggregation. IJCNN 2019: 1-8 - [c93]Jingjing Li, Mengmeng Jing, Yue Xie, Ke Lu, Zi Huang:
Agile Domain Adaptation. IJCNN 2019: 1-8 - [c92]Qinyong Wang, Hongzhi Yin, Hao Wang, Quoc Viet Hung Nguyen, Zi Huang, Lizhen Cui:
Enhancing Collaborative Filtering with Generative Augmentation. KDD 2019: 548-556 - [c91]Jingjing Li, Erpeng Chen, Zhengming Ding, Lei Zhu, Ke Lu, Zi Huang:
Cycle-consistent Conditional Adversarial Transfer Networks. ACM Multimedia 2019: 747-755 - [c90]Liang Peng, Yang Yang, Zheng Wang, Xiao Wu, Zi Huang:
CRA-Net: Composed Relation Attention Network for Visual Question Answering. ACM Multimedia 2019: 1202-1210 - [c89]Jingjing Li, Mengmeng Jing, Ke Lu, Lei Zhu, Yang Yang, Zi Huang:
Alleviating Feature Confusion for Generative Zero-shot Learning. ACM Multimedia 2019: 1587-1595 - [c88]Yadan Luo, Zi Huang, Zheng Zhang, Ziwei Wang, Jingjing Li, Yang Yang:
Curiosity-driven Reinforcement Learning for Diverse Visual Paragraph Generation. ACM Multimedia 2019: 2341-2350 - [c87]Zijian Wang, Zheng Zhang, Yadan Luo, Zi Huang:
Deep Collaborative Discrete Hashing with Semantic-Invariant Structure. SIGIR 2019: 905-908 - [i22]Zheng Zhang, Guo-Sen Xie, Yang Li, Sheng Li, Zi Huang:
SADIH: Semantic-Aware DIscrete Hashing. CoRR abs/1904.01739 (2019) - [i21]Yadan Luo, Ziwei Wang, Zi Huang, Yang Yang, Huimin Lu:
Snap and Find: Deep Discrete Cross-domain Garment Image Retrieval. CoRR abs/1904.02887 (2019) - [i20]Jingjing Li, Mengmeng Jing, Ke Lu, Zhengming Ding, Lei Zhu, Zi Huang:
Leveraging the Invariant Side of Generative Zero-Shot Learning. CoRR abs/1904.04092 (2019) - [i19]Lei Zhu, Zi Huang, Zhihui Li, Liang Xie, Heng Tao Shen:
Exploring Auxiliary Context: Discrete Semantic Transfer Hashing for Scalable Image Retrieval. CoRR abs/1904.11207 (2019) - [i18]Jingjing Li, Mengmeng Jing, Ke Lu, Lei Zhu, Yang Yang, Zi Huang:
From Zero-Shot Learning to Cold-Start Recommendation. CoRR abs/1906.08511 (2019) - [i17]Jingjing Li, Mengmeng Jing, Yue Xie, Ke Lu, Zi Huang:
Agile Domain Adaptation. CoRR abs/1907.04978 (2019) - [i16]Yadan Luo, Zi Huang, Zheng Zhang, Jingjing Li, Yang Yang:
Curiosity-driven Reinforcement Learning for Diverse Visual Paragraph Generation. CoRR abs/1908.00169 (2019) - [i15]Jingjing Li, Mengmeng Jing, Ke Lu, Lei Zhu, Yang Yang, Zi Huang:
Alleviating Feature Confusion for Generative Zero-shot Learning. CoRR abs/1909.07615 (2019) - [i14]Jingjing Li, Erpeng Chen, Zhengming Ding, Lei Zhu, Ke Lu, Zi Huang:
Cycle-consistent Conditional Adversarial Transfer Networks. CoRR abs/1909.07618 (2019) - [i13]Zhi Chen, Jingjing Li, Yadan Luo, Zi Huang, Yang Yang:
CANZSL: Cycle-Consistent Adversarial Networks for Zero-Shot Learning from Natural Language. CoRR abs/1909.09822 (2019) - [i12]Shaoxiong Ji, Shirui Pan, Xue Li, Erik Cambria, Guodong Long, Zi Huang:
Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications. CoRR abs/1910.12611 (2019) - [i11]Zijian Wang, Zheng Zhang, Yadan Luo, Zi Huang:
Deep Collaborative Discrete Hashing with Semantic-Invariant Structure. CoRR abs/1911.01565 (2019) - [i10]Yadan Luo, Zi Huang, Zheng Zhang, Ziwei Wang, Mahsa Baktashmotlagh, Yang Yang:
Learning from the Past: Continual Meta-Learning via Bayesian Graph Modeling. CoRR abs/1911.04695 (2019) - [i9]Ruihong Qiu, Jingjing Li, Zi Huang, Hongzhi Yin:
Rethinking the Item Order in Session-based Recommendation with Graph Neural Networks. CoRR abs/1911.11942 (2019) - 2018
- [j51]Luyao Liu, Xingzhong Du, Lei Zhu, Fumin Shen, Zi Huang:
Learning Discrete Hashing Towards Efficient Fashion Recommendation. Data Sci. Eng. 3(4): 307-322 (2018) - [j50]Hongzhi Yin, Weiqing Wang, Liang Chen, Xingzhong Du, Quoc Viet Hung Nguyen, Zi Huang:
Mobi-SAGE-RS: A sparse additive generative model-based mobile application recommender system. Knowl. Based Syst. 157: 68-80 (2018) - [j49]Fumin Shen, Yan Xu, Li Liu, Yang Yang, Zi Huang, Heng Tao Shen:
Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization. IEEE Trans. Pattern Anal. Mach. Intell. 40(12): 3034-3044 (2018) - [j48]Yadan Luo, Yang Yang, Fumin Shen, Zi Huang, Pan Zhou, Heng Tao Shen:
Robust discrete code modeling for supervised hashing. Pattern Recognit. 75: 128-135 (2018) - [j47]Lei Zhu, Zi Huang, Zhihui Li, Liang Xie, Heng Tao Shen:
Exploring Auxiliary Context: Discrete Semantic Transfer Hashing for Scalable Image Retrieval. IEEE Trans. Neural Networks Learn. Syst. 29(11): 5264-5276 (2018) - [j46]Xingzhong Du, Hongzhi Yin, Zi Huang, Yi Yang, Xiaofang Zhou:
Exploiting detected visual objects for frame-level video filtering. World Wide Web 21(5): 1259-1284 (2018) - [c86]Qinyong Wang, Hongzhi Yin, Hao Wang, Zi Huang:
TSAUB: A Temporal-Sentiment-Aware User Behavior Model for Personalized Recommendation. ADC 2018: 211-223 - [c85]Yadan Luo, Ziwei Wang, Zi Huang, Yang Yang, Cong Zhao:
Coarse-to-Fine Annotation Enrichment for Semantic Segmentation Learning. CIKM 2018: 237-246 - [c84]Weiqing Wang, Hongzhi Yin, Zi Huang, Xiaoshuai Sun, Nguyen Quoc Viet Hung:
Restricted Boltzmann Machine Based Active Learning for Sparse Recommendation. DASFAA (1) 2018: 100-115 - [c83]Luyao Liu, Xingzhong Du, Lei Zhu, Fumin Shen, Zi Huang:
Discrete Binary Hashing Towards Efficient Fashion Recommendation. DASFAA (1) 2018: 116-132 - [c82]Luchen Liu, Yang Yang, Mengqiu Hu, Xing Xu, Fumin Shen, Ning Xie, Zi Huang:
Index and Retrieve Multimedia Data: Cross-Modal Hashing by Learning Subspace Relation. DASFAA (2) 2018: 606-621 - [c81]Hongzhi Yin, Lei Zou, Quoc Viet Hung Nguyen, Zi Huang, Xiaofang Zhou:
Joint Event-Partner Recommendation in Event-Based Social Networks. ICDE 2018: 929-940 - [c80]Yingxia Shao, Kai Lei, Lei Chen, Zi Huang, Bin Cui, Zhongyi Liu, Yunhai Tong, Jin Xu:
Fast Parallel Path Concatenation for Graph Extraction. ICDE 2018: 1753-1754 - [c79]Qinyong Wang, Hongzhi Yin, Zhiting Hu, Defu Lian, Hao Wang, Zi Huang:
Neural Memory Streaming Recommender Networks with Adversarial Training. KDD 2018: 2467-2475 - [c78]Xing Xu, Jingkuan Song, Huimin Lu, Yang Yang, Fumin Shen, Zi Huang:
Modal-adversarial Semantic Learning Network for Extendable Cross-modal Retrieval. ICMR 2018: 46-54 - [c77]Bingqing Ke, Jie Shao, Zi Huang, Heng Tao Shen:
Feature Reconstruction by Laplacian Eigenmaps for Efficient Instance Search. ICMR 2018: 231-239 - [c76]Jingjing Li, Lei Zhu, Zi Huang, Ke Lu, Jidong Zhao:
I read, I saw, I tell: Texts Assisted Fine-Grained Visual Classification. ACM Multimedia 2018: 663-671 - [c75]Ziwei Wang, Yadan Luo, Yang Li, Zi Huang, Hongzhi Yin:
Look Deeper See Richer: Depth-aware Image Paragraph Captioning. ACM Multimedia 2018: 672-680 - [c74]Weiqing Wang, Hongzhi Yin, Zi Huang, Qinyong Wang, Xingzhong Du, Quoc Viet Hung Nguyen:
Streaming Ranking Based Recommender Systems. SIGIR 2018: 525-534 - [c73]Yan Zhang, Hongzhi Yin, Zi Huang, Xingzhong Du, Guowu Yang, Defu Lian:
Discrete Deep Learning for Fast Content-Aware Recommendation. WSDM 2018: 717-726 - [i8]Yadan Luo, Ziwei Wang, Zi Huang, Yang Yang, Cong Zhao:
Coarse-to-Fine Annotation Enrichment for Semantic Segmentation Learning. CoRR abs/1808.07209 (2018) - [i7]Yadan Luo, Yang Li, Fumin Shen, Yang Yang, Peng Cui, Zi Huang:
Collaborative Learning for Extremely Low Bit Asymmetric Hashing. CoRR abs/1809.09329 (2018) - [i6]Shaoxiong Ji, Shirui Pan, Guodong Long, Xue Li, Jing Jiang, Zi Huang:
Learning Private Neural Language Modeling with Attentive Aggregation. CoRR abs/1812.07108 (2018) - 2017
- [j45]Liang Li, Zi Huang, Zheng-Jun Zha, Shuqiang Jiang:
Guest Editorial: Knowledge-Based Multimedia Computing. Multim. Tools Appl. 76(23): 24955-24959 (2017) - [j44]Hongyun Cai, Vincent Wenchen Zheng, Fanwei Zhu, Kevin Chen-Chuan Chang, Zi Huang:
From Community Detection to Community Profiling. Proc. VLDB Endow. 10(7): 817-828 (2017) - [j43]Chao Li, Zi Huang, Yang Yang, Jiewei Cao, Xiaoshuai Sun, Heng Tao Shen:
Hierarchical Latent Concept Discovery for Video Event Detection. IEEE Trans. Image Process. 26(5): 2149-2162 (2017) - [j42]Litao Yu, Zi Huang, Fumin Shen, Jingkuan Song, Heng Tao Shen, Xiaofang Zhou:
Bilinear Optimized Product Quantization for Scalable Visual Content Analysis. IEEE Trans. Image Process. 26(10): 5057-5069 (2017) - [j41]Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen, Xuelong Li:
Discrete Nonnegative Spectral Clustering. IEEE Trans. Knowl. Data Eng. 29(9): 1834-1845 (2017) - [j40]Yingxia Shao, Kai Lei, Lei Chen, Zi Huang, Bin Cui, Zhongyi Liu, Yunhai Tong, Jin Xu:
Fast Parallel Path Concatenation for Graph Extraction. IEEE Trans. Knowl. Data Eng. 29(10): 2210-2222 (2017) - [j39]Lei Zhu, Zi Huang, Xiaobai Liu, Xiangnan He, Jiande Sun, Xiaofang Zhou:
Discrete Multimodal Hashing With Canonical Views for Robust Mobile Landmark Search. IEEE Trans. Multim. 19(9): 2066-2079 (2017) - [j38]Xuefei Li, Lijun Chang, Kai Zheng, Zi Huang, Xiaofang Zhou:
Ranking weighted clustering coefficient in large dynamic graphs. World Wide Web 20(5): 855-883 (2017) - [c72]Xiaoshuai Sun, Zi Huang, Hongzhi Yin, Heng Tao Shen:
An Integrated Model for Effective Saliency Prediction. AAAI 2017: 274-281 - [c71]Lianli Gao, Peng Wang, Jingkuan Song, Zi Huang, Jie Shao, Heng Tao Shen:
Event Video Mashup: From Hundreds of Videos to Minutes of Skeleton. AAAI 2017: 1323-1330 - [c70]Chao Li, Yang Yang, Jiewei Cao, Zi Huang:
Jointly Modeling Static Visual Appearance and Temporal Pattern for Unsupervised Video Hashing. CIKM 2017: 9-17 - [c69]Peng Wang, Lingqiao Liu, Chunhua Shen, Zi Huang, Anton van den Hengel, Heng Tao Shen:
Multi-attention Network for One Shot Learning. CVPR 2017: 6212-6220 - [c68]Heng Tao Shen, Chao Li, Jiewei Cao, Zi Huang, Lei Zhu:
Leveraging Weak Semantic Relevance for Complex Video Event Classification. ICCV 2017: 3667-3676 - [c67]Hongyun Cai, Vincent Wenchen Zheng, Penghe Chen, Fanwei Zhu, Kevin Chen-Chuan Chang, Zi Huang:
SocialLens: Searching and Browsing Communities by Content and Interaction. ICDE 2017: 1397-1398 - [c66]Xing Xu, Fumin Shen, Yang Yang, Jie Shao, Zi Huang:
Transductive Visual-Semantic Embedding for Zero-shot Learning. ICMR 2017: 41-49 - [c65]Jiewei Cao, Zi Huang, Heng Tao Shen:
Local Deep Descriptors in Bag-of-Words for Image Retrieval. ACM Multimedia (Thematic Workshops) 2017: 52-58 - [c64]Lei Zhu, Zi Huang, Xiaojun Chang, Jingkuan Song, Heng Tao Shen:
Exploring Consistent Preferences: Discrete Hashing with Pair-Exemplar for Scalable Landmark Search. ACM Multimedia 2017: 726-734 - [c63]Jingjing Li, Ke Lu, Zi Huang, Heng Tao Shen:
Two Birds One Stone: On both Cold-Start and Long-Tail Recommendation. ACM Multimedia 2017: 898-906 - [c62]Yi Bin, Yang Yang, Jie Zhou, Zi Huang, Heng Tao Shen:
Adaptively Attending to Visual Attributes and Linguistic Knowledge for Captioning. ACM Multimedia 2017: 1345-1353 - [c61]Gang Hu, Jie Shao, Fumin Shen, Zi Huang, Heng Tao Shen:
Unifying Multi-Source Social Media Data for Personalized Travel Route Planning. SIGIR 2017: 893-896 - [c60]Zhiwei Liu, Yang Yang, Zi Huang, Fumin Shen, Dongxiang Zhang, Heng Tao Shen:
Event Early Embedding: Predicting Event Volume Dynamics at Early Stage. SIGIR 2017: 997-1000 - [c59]Yaqian Duan, Xinze Wang, Yang Yang, Zi Huang, Ning Xie, Heng Tao Shen:
POI Popularity Prediction via Hierarchical Fusion of Multiple Social Clues. SIGIR 2017: 1001-1004 - [e3]Zi Huang, Xiaokui Xiao, Xin Cao:
Databases Theory and Applications - 28th Australasian Database Conference, ADC 2017, Brisbane, QLD, Australia, September 25-28, 2017, Proceedings. Lecture Notes in Computer Science 10538, Springer 2017, ISBN 978-3-319-68154-2 [contents] - [i5]Hongyun Cai, Vincent Wenchen Zheng, Fanwei Zhu, Kevin Chen-Chuan Chang, Zi Huang:
From Community Detection to Community Profiling. CoRR abs/1701.04528 (2017) - [i4]Lei Zhu, Zi Huang, Xiaobai Liu, Xiangnan He, Jingkuan Song, Xiaofang Zhou:
Discrete Multi-modal Hashing with Canonical Views for Robust Mobile Landmark Search. CoRR abs/1707.04047 (2017) - 2016
- [j37]Litao Yu, Xiaoshuai Sun, Zi Huang:
Robust spatial-temporal deep model for multimedia event detection. Neurocomputing 213: 48-53 (2016) - [j36]Litao Yu, Yang Yang, Zi Huang, Peng Wang, Jingkuan Song, Heng Tao Shen:
Web Video Event Recognition by Semantic Analysis From Ubiquitous Documents. IEEE Trans. Image Process. 25(12): 5689-5701 (2016) - [j35]Jingkuan Song, Heng Tao Shen, Jianfeng Wang, Zi Huang, Nicu Sebe, Jingdong Wang:
A Distance-Computation-Free Search Scheme for Binary Code Databases. IEEE Trans. Multim. 18(3): 484-495 (2016) - [j34]Litao Yu, Zi Huang, Jiewei Cao, Heng Tao Shen:
Scalable Video Event Retrieval by Visual State Binary Embedding. IEEE Trans. Multim. 18(8): 1590-1603 (2016) - [j33]Hongzhi Yin, Bin Cui, Xiaofang Zhou, Weiqing Wang, Zi Huang, Shazia W. Sadiq:
Joint Modeling of User Check-in Behaviors for Real-time Point-of-Interest Recommendation. ACM Trans. Inf. Syst. 35(2): 11:1-11:44 (2016) - [c58]Xingzhong Du, Hongzhi Yin, Zi Huang, Yi Yang, Xiaofang Zhou:
Using Detected Visual Objects to Index Video Database. ADC 2016: 333-345 - [c57]Ting-Kun Yan, Xin-Shun Xu, Shanqing Guo, Zi Huang, Xiaolin Wang:
Supervised Robust Discrete Multimodal Hashing for Cross-Media Retrieval. CIKM 2016: 1271-1280 - [c56]Peng Wang, Lingqiao Liu, Chunhua Shen, Zi Huang, Anton van den Hengel, Heng Tao Shen:
What's Wrong with That Object? Identifying Images of Unusual Objects by Modelling the Detection Score Distribution. CVPR 2016: 1573-1581 - [c55]Hongyun Cai, Zi Huang, Divesh Srivastava, Qing Zhang:
Indexing evolving events from tweet streams. ICDE 2016: 1538-1539 - [c54]Yang Yang, Fumin Shen, Zi Huang, Heng Tao Shen:
A Unified Framework for Discrete Spectral Clustering. IJCAI 2016: 2273-2279 - [c53]Jiewei Cao, Zi Huang, Peng Wang, Chao Li, Xiaoshuai Sun, Heng Tao Shen:
Quartet-net Learning for Visual Instance Retrieval. ACM Multimedia 2016: 456-460 - [i3]Yi Bin, Yang Yang, Zi Huang, Fumin Shen, Xing Xu, Heng Tao Shen:
Bidirectional Long-Short Term Memory for Video Description. CoRR abs/1606.04631 (2016) - [i2]Jiewei Cao, Lingqiao Liu, Peng Wang, Zi Huang, Chunhua Shen, Heng Tao Shen:
Where to Focus: Query Adaptive Matching for Instance Retrieval Using Convolutional Feature Maps. CoRR abs/1606.06811 (2016) - [i1]Ruicong Xu, Yang Yang, Yadan Luo, Fumin Shen, Zi Huang, Heng Tao Shen:
Binary Subspace Coding for Query-by-Image Video Retrieval. CoRR abs/1612.01657 (2016) - 2015
- [j32]Xiang Lian, Lei Chen, Zi Huang:
Keyword Search Over Probabilistic RDF Graphs. IEEE Trans. Knowl. Data Eng. 27(5): 1246-1260 (2015) - [j31]Ning Xu, Bin Cui, Lei Chen, Zi Huang, Yingxia Shao:
Heterogeneous Environment Aware Streaming Graph Partitioning. IEEE Trans. Knowl. Data Eng. 27(6): 1560-1572 (2015) - [j30]Hongyun Cai, Zi Huang, Divesh Srivastava, Qing Zhang:
Indexing Evolving Events from Tweet Streams. IEEE Trans. Knowl. Data Eng. 27(11): 3001-3015 (2015) - [j29]Xuefei Li, Hongyun Cai, Zi Huang, Yang Yang, Xiaofang Zhou:
Social event identification and ranking on flickr. World Wide Web 18(5): 1219-1245 (2015) - [c52]Eve Bélisle, Zi Huang, Aimen Gheribi:
Truth Discovery in Material Science Databases. ADC 2015: 269-280 - [c51]Hongyun Cai, Yang Yang, Xuefei Li, Zi Huang:
What are Popular: Exploring Twitter Features for Event Detection, Tracking and Visualization. ACM Multimedia 2015: 89-98 - [c50]Jiewei Cao, Zi Huang, Yang Yang:
Spatial-aware Multimodal Location Estimation for Social Images. ACM Multimedia 2015: 119-128 - [c49]Hongzhi Yin, Bin Cui, Zi Huang, Weiqing Wang, Xian Wu, Xiaofang Zhou:
Joint Modeling of Users' Interests and Mobility Patterns for Point-of-Interest Recommendation. ACM Multimedia 2015: 819-822 - [c48]Shengsheng Wang, Zi Huang, Xin-Shun Xu:
A Multi-label Least-Squares Hashing For Scalable Image Search. SDM 2015: 954-962 - [c47]Jiewei Cao, Zi Huang, Heng Tao Shen:
UQMG @ TRECVID 2015: Instance Search. TRECVID 2015 - 2014
- [j28]Yingfan Liu, Jiangtao Cui, Zi Huang, Hui Li, Heng Tao Shen:
SK-LSH: An Efficient Index Structure for Approximate Nearest Neighbor Search. Proc. VLDB Endow. 7(9): 745-756 (2014) - [j27]Jingkuan Song, Yi Yang, Xuelong Li, Zi Huang, Yang Yang:
Robust Hashing With Local Models for Approximate Similarity Search. IEEE Trans. Cybern. 44(7): 1225-1236 (2014) - [j26]Xiaofeng Zhu, Lei Zhang, Zi Huang:
A Sparse Embedding and Least Variance Encoding Approach to Hashing. IEEE Trans. Image Process. 23(9): 3737-3750 (2014) - [j25]Jiajun Liu, Yi Yang, Zi Huang, Yang Yang, Heng Tao Shen:
On the Influence Propagation of Web Videos. IEEE Trans. Knowl. Data Eng. 26(8): 1961-1973 (2014) - [c46]Eve Bélisle, Zi Huang, Aimen Gheribi:
Scalable Gaussian Process Regression for Prediction of Material Properties. ADC 2014: 38-49 - [c45]Hongyun Cai, Zi Huang, Xiaofeng Zhu, Qing Zhang, Xuefei Li:
Multi-Output Regression with Tag Correlation Analysis for Effective Image Tagging. DASFAA (2) 2014: 31-46 - [c44]Jiewei Cao, Zi Huang, Yang Yang, Heng Tao Shen:
UQ-DKE's Participation at MediaEval 2014 Placing Task. MediaEval 2014 - [c43]Hongyun Cai, Zhongxian Tang, Yang Yang, Zi Huang:
EventEye: Monitoring Evolving Events from Tweet Streams. ACM Multimedia 2014: 747-748 - [c42]Peng Wang, Yang Yang, Zi Huang, Jiewei Cao, Heng Tao Shen:
WeMash: An Online System for Web Video Mashup. ACM Multimedia 2014: 753-754 - [c41]Hongzhi Yin, Bin Cui, Ling Chen, Zhiting Hu, Zi Huang:
A temporal context-aware model for user behavior modeling in social media systems. SIGMOD Conference 2014: 1543-1554 - [e2]Weihong Han, Zi Huang, Changjun Hu, Hongli Zhang, Li Guo:
Web Technologies and Applications - APWeb 2014 Workshops, SNA, NIS, and IoTS, Changsha, China, September 5, 2014. Proceedings. Lecture Notes in Computer Science 8710, Springer 2014, ISBN 978-3-319-11118-6 [contents] - 2013
- [j24]Jiajun Liu, Zi Huang, Hongyun Cai, Heng Tao Shen, Chong-Wah Ngo, Wei Wang:
Near-duplicate video retrieval: Current research and future trends. ACM Comput. Surv. 45(4): 44:1-44:23 (2013) - [j23]Xiaofeng Zhu, Zi Huang, Yang Yang, Heng Tao Shen, Changsheng Xu, Jiebo Luo:
Self-taught dimensionality reduction on the high-dimensional small-sized data. Pattern Recognit. 46(1): 215-229 (2013) - [j22]Yang Yang, Zi Huang, Yi Yang, Jiajun Liu, Heng Tao Shen, Jiebo Luo:
Local image tagging via graph regularized joint group sparsity. Pattern Recognit. 46(5): 1358-1368 (2013) - [j21]Yahong Han, Zhongwen Xu, Zhigang Ma, Zi Huang:
Image classification with manifold learning for out-of-sample data. Signal Process. 93(8): 2169-2177 (2013) - [j20]Yi Yang, Jingkuan Song, Zi Huang, Zhigang Ma, Nicu Sebe, Alexander G. Hauptmann:
Multi-Feature Fusion via Hierarchical Regression for Multimedia Analysis. IEEE Trans. Multim. 15(3): 572-581 (2013) - [j19]Zi Huang, Jiajun Liu, Bin Cui, Xiaoyong Du:
A Gram-Based String Paradigm for Efficient Video Subsequence Search. IEEE Trans. Multim. 15(3): 608-620 (2013) - [j18]Xiaofeng Zhu, Zi Huang, Jiangtao Cui, Heng Tao Shen:
Video-to-Shot Tag Propagation by Graph Sparse Group Lasso. IEEE Trans. Multim. 15(3): 633-646 (2013) - [j17]Jingkuan Song, Yi Yang, Zi Huang, Heng Tao Shen, Jiebo Luo:
Effective Multiple Feature Hashing for Large-Scale Near-Duplicate Video Retrieval. IEEE Trans. Multim. 15(8): 1997-2008 (2013) - [j16]Xiaofeng Zhu, Zi Huang, Hong Cheng, Jiangtao Cui, Heng Tao Shen:
Sparse hashing for fast multimedia search. ACM Trans. Inf. Syst. 31(2): 9 (2013) - [c40]Jiangtao Cui, Zi Huang, Bo Wang, Yingfan Liu:
Near-Optimal Partial Linear Scan for Nearest Neighbor Search in High-Dimensional Space. DASFAA (1) 2013: 101-115 - [c39]Jiajun Liu, Zi Huang, Hong Cheng, Yueguo Chen, Heng Tao Shen, Yanchun Zhang:
Presenting diverse location views with real-time near-duplicate photo elimination. ICDE 2013: 505-516 - [c38]Xiaofeng Zhu, Zi Huang, Heng Tao Shen, Xin Zhao:
Linear cross-modal hashing for efficient multimedia search. ACM Multimedia 2013: 143-152 - [c37]Xiaofeng Zhu, Zi Huang, Xindong Wu:
Multi-View Visual Classification via a Mixed-Norm Regularizer. PAKDD (1) 2013: 520-531 - [c36]Jingkuan Song, Yang Yang, Yi Yang, Zi Huang, Heng Tao Shen:
Inter-media hashing for large-scale retrieval from heterogeneous data sources. SIGMOD Conference 2013: 785-796 - [c35]Xuefei Li, Hongyun Cai, Zi Huang, Yang Yang, Xiaofang Zhou:
Spatio-temporal Event Modeling and Ranking. WISE (2) 2013: 361-374 - [c34]Bicheng Luo, Zi Huang, Hongyun Cai, Yang Yang:
Imagilar: A Real-Time Image Similarity Search System on Mobile Platform. WISE (2) 2013: 535-538 - 2012
- [j15]Zhe Zhao, Bin Cui, Gao Cong, Zi Huang, Heng Tao Shen:
Extracting representative motion flows for effective video retrieval. Multim. Tools Appl. 58(3): 687-711 (2012) - [j14]Xiaofeng Zhu, Zi Huang, Heng Tao Shen, Jian Cheng, Changsheng Xu:
Dimensionality reduction by Mixed Kernel Canonical Correlation Analysis. Pattern Recognit. 45(8): 3003-3016 (2012) - [j13]Kai Zheng, Zi Huang, Aoying Zhou, Xiaofang Zhou:
Discovering the Most Influential Sites over Uncertain Data: A Rank-Based Approach. IEEE Trans. Knowl. Data Eng. 24(12): 2156-2169 (2012) - [j12]Xiaoming Zhang, Zi Huang, Heng Tao Shen, Yang Yang, Zhoujun Li:
Automatic tagging by exploring tag information capability and correlation. World Wide Web 15(3): 233-256 (2012) - [j11]Qing Xie, Zi Huang, Heng Tao Shen, Xiaofang Zhou, Chaoyi Pang:
Quick identification of near-duplicate video sequences with cut signature. World Wide Web 15(3): 355-382 (2012) - [c33]Hongyun Cai, Zi Huang, Jie Shao, Xue Li:
Context Sensitive Tag Expansion with Information Inference. DASFAA (1) 2012: 440-454 - [c32]Jiajun Liu, Zi Huang, Lei Chen, Heng Tao Shen, Zhixian Yan:
Discovering areas of interest with geo-tagged images and check-ins. ACM Multimedia 2012: 589-598 - [c31]Yang Yang, Yi Yang, Zi Huang, Jiajun Liu, Zhigang Ma:
Robust cross-media transfer for visual event detection. ACM Multimedia 2012: 1045-1048 - [c30]Sayan Unankard, Ling Chen, Peng Li, Sen Wang, Zi Huang, Mohamed A. Sharaf, Xue Li:
On the Prediction of Re-tweeting Activities in Social Networks - A Report on WISE 2012 Challenge. WISE 2012: 744-754 - 2011
- [j10]Jie Shao, Heng Tao Shen, Zi Huang, Xiaofang Zhou:
Exploring Distributional Discrepancy for Multidimensional Point Set Retrieval. IEEE Trans. Multim. 13(1): 71-81 (2011) - [j9]Jiajun Liu, Zi Huang, Heng Tao Shen, Bin Cui:
Correlation-based retrieval for heavily changed near-duplicate videos. ACM Trans. Inf. Syst. 29(4): 21:1-21:25 (2011) - [j8]Yang Yang, Zi Huang, Heng Tao Shen, Xiaofang Zhou:
Mining multi-tag association for image tagging. World Wide Web 14(2): 133-156 (2011) - [c29]Xiaoming Zhang, Heng Tao Shen, Zi Huang, Zhoujun Li:
Tagging Image with Informative and Correlative Tags. APWeb 2011: 258-263 - [c28]Yang Yang, Yi Yang, Zi Huang, Heng Tao Shen, Feiping Nie:
Tag localization with spatial correlations and joint group sparsity. CVPR 2011: 881-888 - [c27]Jiajun Liu, Zi Huang, Heng Tao Shen, Xiaofang Zhou:
Efficient Histogram-Based Similarity Search in Ultra-High Dimensional Space. DASFAA (2) 2011: 1-15 - [c26]Xiaoming Zhang, Zi Huang, Heng Tao Shen, Zhoujun Li:
Probabilistic Image Tagging with Tags Expanded By Text-Based Search. DASFAA (1) 2011: 269-283 - [c25]Yi Yang, Heng Tao Shen, Zhigang Ma, Zi Huang, Xiaofang Zhou:
l2, 1-Norm Regularized Discriminative Feature Selection for Unsupervised Learning. IJCAI 2011: 1589-1594 - [c24]Jingkuan Song, Yi Yang, Zi Huang, Heng Tao Shen, Richang Hong:
Multiple feature hashing for real-time large scale near-duplicate video retrieval. ACM Multimedia 2011: 423-432 - [c23]Yang Yang, Yi Yang, Zi Huang, Heng Tao Shen:
Transfer tagging from image to video. ACM Multimedia 2011: 1137-1140 - [c22]Xiaofeng Zhu, Zi Huang, Heng Tao Shen:
Video-to-shot tag allocation by weighted sparse group lasso. ACM Multimedia 2011: 1501-1504 - [c21]Zi Huang, Heng Tao Shen, Jiajun Liu, Xiaofang Zhou:
Effective data co-reduction for multimedia similarity search. SIGMOD Conference 2011: 1021-1032 - [c20]Heng Tao Shen, Jie Shao, Zi Huang, Yang Yang, Jingkuan Song, Jiajun Liu, Xiaofeng Zhu:
UQMSG Experiments for TRECVID 2011. TRECVID 2011 - 2010
- [j7]Zi Huang, Heng Tao Shen, Jie Shao, Bin Cui, Xiaofang Zhou:
Practical Online Near-Duplicate Subsequence Detection for Continuous Video Streams. IEEE Trans. Multim. 12(5): 386-398 (2010) - [j6]Zi Huang, Bo Hu, Hong Cheng, Heng Tao Shen, Hongyan Liu, Xiaofang Zhou:
Mining near-duplicate graph for cluster-based reranking of web video search results. ACM Trans. Inf. Syst. 28(4): 22:1-22:27 (2010) - [c19]Qing Xie, Zi Huang, Heng Tao Shen, Xiaofang Zhou, Chaoyi Pang:
Efficient and Continuous Near-duplicate Video Detection. APWeb 2010: 260-266 - [e1]Wook-Shin Han, Divesh Srivastava, Ge Yu, Hwanjo Yu, Zi Helen Huang:
Advances in Web Technologies and Applications, Proceedings of the 12th Asia-Pacific Web Conference, APWeb 2010, Busan, Korea, 6-8 April 2010. IEEE Computer Society 2010, ISBN 978-0-7695-4012-2 [contents]
2000 – 2009
- 2009
- [j5]Heng Tao Shen, Jie Shao, Zi Huang, Xiaofang Zhou:
Effective and Efficient Query Processing for Video Subsequence Identification. IEEE Trans. Knowl. Data Eng. 21(3): 321-334 (2009) - [j4]Zi Huang, Heng Tao Shen, Jie Shao, Xiaofang Zhou, Bin Cui:
Bounded coordinate system indexing for real-time video clip search. ACM Trans. Inf. Syst. 27(3): 17:1-17:33 (2009) - [j3]Heng Tao Shen, Shouxu Jiang, Kian-Lee Tan, Zi Huang, Xiaofang Zhou:
Speed up interactive image retrieval. VLDB J. 18(1): 329-343 (2009) - [c18]Zi Huang, Heng Tao Shen, Dawei Song, Xue Li, Stefan M. Rüger:
Dimension-Specific Search for Multimedia Retrieval. DASFAA 2009: 693-698 - [c17]Zi Huang, Liping Wang, Heng Tao Shen, Jie Shao, Xiaofang Zhou:
Online Near-Duplicate Video Clip Detection and Retrieval: An Accurate and Fast System. ICDE 2009: 1511-1514 - [c16]Heng Tao Shen, Zi Huang, Jinli Cao, Xiaofang Zhou:
High-dimensional indexing with oriented cluster representation for multimedia databases. ICME 2009: 1628-1631 - [c15]Ran Cheng, Zi Huang, Heng Tao Shen, Xiaofang Zhou:
Interactive near-duplicate video retrieval and detection. ACM Multimedia 2009: 1001-1002 - 2008
- [j2]Zi Huang, Heng Tao Shen, Xiaofang Zhou:
Localized Co-Occurrence Model for Fast Approximate Search in 3D Structure Databases. IEEE Trans. Knowl. Data Eng. 20(4): 519-531 (2008) - [j1]Jie Shao, Zi Huang, Heng Tao Shen, Xiaofang Zhou, Ee-Peng Lim, Yijun Li:
Batch Nearest Neighbor Search for Video Retrieval. IEEE Trans. Multim. 10(3): 409-420 (2008) - [c14]Rui Hu, Stefan M. Rüger, Dawei Song, Haiming Liu, Zi Huang:
Dissimilarity measures for content-based image retrieval. ICME 2008: 1365-1368 - [c13]Zi Huang, Heng Tao Shen, Jie Shao, Stefan M. Rüger, Xiaofang Zhou:
Locality condensation: a new dimensionality reduction method for image retrieval. ACM Multimedia 2008: 219-228 - [c12]Jie Shao, Zi Huang, Heng Tao Shen, Jialie Shen, Xiaofang Zhou:
Distribution-based similarity measures for multi-dimensional point set retrieval applications. ACM Multimedia 2008: 429-438 - 2007
- [b1]Zi Huang:
Summarization-based similarity search for complex databases. University of Queensland, Australia, 2007 - [c11]Zi Huang, Heng Tao Shen, Xiaofang Zhou, Jie Shao:
Dual Dimensionality Reduction for Efficient Video Similarity Search. DaWaK 2007: 397-406 - [c10]Jie Shao, Zi Huang, Heng Tao Shen, Xiaofang Zhou, Yijun Li:
Dynamic Batch Nearest Neighbor Search in Video Retrieval. ICDE 2007: 1395-1399 - [c9]Heng Tao Shen, Xiaofang Zhou, Zi Huang, Jie Shao:
Statistical summarization of content features for fast near-duplicate video detection. ACM Multimedia 2007: 164-165 - [c8]Zi Huang, Heng Tao Shen, Xiaofang Zhou, Dawei Song, Stefan M. Rüger:
Dimensionality reduction for dimension-specific search. SIGIR 2007: 849-850 - [c7]Heng Tao Shen, Xiaofang Zhou, Jie Shao, Zi Huang:
The University of Queensland at TRECVID 2007 Search Task. TRECVID 2007 - [c6]Heng Tao Shen, Xiaofang Zhou, Zi Huang, Jie Shao, Xiangmin Zhou:
UQLIPS: A Real-time Near-duplicate Video Clip Detection System. VLDB 2007: 1374-1377 - 2006
- [c5]Zi Huang, Xiaofang Zhou, Dawei Song, Peter Bruza:
Dimensionality reduction in patch-signature based protein structure matching. ADC 2006: 89-97 - [c4]Zi Huang, Xiaofang Zhou, Heng Tao Shen, Dawei Song:
3D Protein Structure Matching by Patch Signatures. DEXA 2006: 528-537 - 2005
- [c3]Zi Huang, Xiaofang Zhou:
High dimensional indexing for protein structure matching using bowties. APBC 2005: 21-30 - 2003
- [c2]Raymond Y. K. Lau, Brant Essam, Siu Y. Chan, Zi Huang:
Belief Revision for Adaptive Negotiation Agents. IAT 2003: 196-202 - [c1]Dawei Song, Peter Bruza, Zi Huang, Raymond Y. K. Lau:
Classifying Document Titles Based on Information Inference. ISMIS 2003: 297-306
Coauthor Index
Mahsa Baktash
aka: Mahsa Baktashmotlagh
aka: Mahsa Baktashmotlagh
Li-zhen Cui
aka: Lizhen Cui
aka: Lizhen Cui
Nguyen Quoc Viet Hung
aka: Quoc Viet Hung Nguyen
aka: Quoc Viet Hung Nguyen
[c177] [c175] [i103] [i96] [i95] [i94] [i89] [i87] [j89] [j85] [j84] [c165] [c164] [c163] [c160] [c159] [c158] [c154] [i86] [i80] [i79] [i77] [i70] [i68] [i67] [c150] [i61] [i58] [i57] [i56] [j69] [j68] [j67] [j66] [c137] [c136] [c133] [c131] [i49] [i39] [i38] [c121] [c120] [c119] [c118] [c115] [c114] [c113] [c112] [c109] [c104] [i28] [i27] [i24] [i23] [c88] [c87] [i21] [i16] [i13] [i11] [i10] [j48] [c85] [c75] [i8] [i7] [i1]
[j77] [j71] [j70] [j68] [j67] [j60] [j57] [j54] [j53] [j52] [c100] [i19] [j49] [j48] [j47] [c77] [j43] [j42] [j41] [c72] [c71] [c69] [c68] [c65] [c64] [c63] [c62] [c61] [c60] [c59] [j36] [j35] [j34] [c56] [c54] [c53] [i3] [i2] [i1] [c47] [j28] [j25] [c44] [c42] [j24] [j23] [j22] [j18] [j17] [j16] [c39] [c38] [c36] [j15] [j14] [j12] [j11] [c32] [j10] [j9] [j8] [c29] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [j7] [j6] [c19] [j5] [j4] [j3] [c18] [c17] [c16] [c15] [j2] [j1] [c13] [c12] [c11] [c10] [c9] [c8] [c7] [c6] [c4]
[j97] [j92] [c179] [j85] [i83] [i72] [j77] [j70] [j69] [j60] [c121] [c111] [i23] [j54] [j52] [c102] [c100] [c90] [c89] [c88] [i21] [i18] [i16] [i15] [i13] [i10] [j49] [j48] [c85] [c82] [c78] [i8] [i7] [j43] [j41] [c70] [c66] [c62] [c60] [c59] [j36] [c54] [i3] [i1] [j29] [c51] [c50] [j27] [j25] [c44] [c43] [c42] [j23] [j22] [c36] [c35] [c34] [j12] [c31] [j8] [c28] [c23] [c20]
[j99] [j98] [c170] [i102] [i93] [i92] [j87] [j86] [j85] [j83] [j82] [c153] [i85] [i84] [i63] [j76] [j74] [c152] [c151] [c143] [c142] [i62] [i60] [i55] [i54] [c135] [c134] [c133] [c132] [c130] [c125] [c124] [c123] [c122] [i50] [i48] [i47] [i46] [i45] [i44] [i43] [i42] [i40] [i37] [i36] [i34] [j59] [j58] [c116] [c107] [c106] [c105] [c103] [i32] [i30] [i29] [i26] [c99] [c96] [c92] [i9] [j50] [j46] [c86] [c84] [c81] [c79] [c75] [c74] [c73] [c72] [j33] [c58] [c49] [c41]
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