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2020 – today
- 2023
[j19]Alex Nosenko, Yuan Cheng
, Haiquan Chen:
Password and Passphrase Guessing with Recurrent Neural Networks. Inf. Syst. Frontiers 25(2): 549-565 (2023)- [j18]Ai-Te Kuo, Haiquan Chen, Liang Tang, Wei-Shinn Ku, Xiao Qin:
ProbSky: Efficient Computation of Probabilistic Skyline Queries Over Distributed Data. IEEE Trans. Knowl. Data Eng. 35(5): 5173-5186 (2023) - [c39]Ai-Te Kuo, Haiquan Chen, Wei-Shinn Ku:
BERT-Trip: Effective and Scalable Trip Representation using Attentive Contrast Learning. ICDE 2023: 612-623 - [c38]Stephen Ly, Yuan Cheng, Haiquan Chen, Ted Krovetz:
A Secure Distributed Learning Framework Using Homomorphic Encryption. PST 2023: 1-9 - [i2]Ai-Te Kuo, Haiquan Chen, Yu-Hsuan Kuo, Wei-Shinn Ku:
Dynamic Graph Representation Learning for Depression Screening with Transformer. CoRR abs/2305.06447 (2023) - 2022
- [j17]Haotian Shi, Hongpeng Zhang, Dian Huo, Shuang Yu, Jun Su, Yucai Xie, Wei Li, Laihao Ma, Haiquan Chen, Yuqing Sun:
An Ultrasensitive Microsensor Based on Impedance Analysis for Oil Condition Monitoring. IEEE Trans. Ind. Electron. 69(7): 7441-7450 (2022) - [j16]Haotian Shi, Chenzhao Bai, Yucai Xie, Wei Li, Hongpeng Zhang, Yu Liu, Yiwen Zheng, Shuyao Zhang, Yuwei Zhang, Hao Lu, Guobin Li, Yuqing Sun, Haiquan Chen:
Capacitive-Inductive Magnetic Plug Sensor With High Adaptability for Online Debris Monitoring. IEEE Trans. Instrum. Meas. 71: 1-8 (2022) - [c37]Parag Paul, Wenlu Wang, Haiquan Chen, Wei-Shinn Ku:
Regression-based Optimizer Statistics generation based on q-error. IEEE Big Data 2022: 2346-2351 - [c36]Zizheng Liu, Shenghai Wang, Haiquan Chen, Guoyuan Li, Houxiang Zhang:
Dynamic Modeling and Anti-swing Control of Double Pendulum Payload System of Overhead Crane. ICCA 2022: 279-284 - [c35]Bo Hui, Da Yan, Haiquan Chen, Wei-Shinn Ku:
Time-sensitive POI Recommendation by Tensor Completion with Side Information. ICDE 2022: 205-217 - [c34]Ivan Mihov, Haiquan Chen, Xiao Qin, Wei-Shinn Ku, Da Yan, Yuhong Liu:
MentalNet: Heterogeneous Graph Representation for Early Depression Detection. ICDM 2022: 1113-1118 - 2021
- [j15]Shenghai Wang, Zhaopeng Ren, Guoliang Jin, Haiquan Chen:
Modeling and Analysis of Offshore Crane Retrofitted With Cable-Driven Inverted Tetrahedron Mechanism. IEEE Access 9: 86132-86143 (2021) - [j14]Arpan Man Sainju, Wenchong He, Zhe Jiang, Da Yan, Haiquan Chen:
Flood Inundation Mapping with Limited Observations Based on Physics-Aware Topography Constraint. Frontiers Big Data 4: 707951 (2021) - [j13]Haotian Shi, Yucai Xie, Hongpeng Zhang, Wei Li, Laihao Ma, Zhiwei Xu, Guobin Li, Yuqing Sun, Haiquan Chen:
An Ultrasensitive Debris Microsensor for Oil Health Monitoring Based on Resistance-Inductance Parameter. IEEE Trans. Instrum. Meas. 70: 1-9 (2021) - [c33]Da Yan, Shengbin Wu, Mirza Tanzim Sami, Abdullateef Ibrahim Almudaifer, Zhe Jiang, Haiquan Chen, D. Rangaprakash, Gopikrishna Deshpande, Yueen Ma:
Improving Brain Dysfunction Prediction by GAN: A Functional-Connectivity Generator Approach. IEEE BigData 2021: 1514-1522 - [c32]Jahandad Pirayesh, Haiquan Chen, Xiao Qin, Wei-Shinn Ku, Da Yan:
MentalSpot: Effective Early Screening for Depression Based on Social Contagion. CIKM 2021: 1437-1446 - [c31]Bo Hui, Haiquan Chen, Da Yan, Wei-Shinn Ku:
EDGE: Entity-Diffusion Gaussian Ensemble for Interpretable Tweet Geolocation Prediction. ICDE 2021: 1092-1103 - [c30]Bo Hui, Da Yan, Haiquan Chen, Wei-Shinn Ku:
Trajectory WaveNet: A Trajectory-Based Model for Traffic Forecasting. ICDM 2021: 1114-1119 - [c29]Xiaojun Ruan, Haiquan Chen:
Informed Prefetching in I/O Bounded Distributed Deep Learning. IPDPS Workshops 2021: 850-857 - [c28]Bo Hui, Da Yan, Haiquan Chen, Wei-Shinn Ku:
TrajNet: A Trajectory-Based Deep Learning Model for Traffic Prediction. KDD 2021: 716-724 - [c27]Xiaojun Ruan, Xunfei Jiang, Haiquan Chen:
Cached Mapping Table Prefetching for Random Reads in Solid-State Drives. NAS 2021: 1-6 - [c26]Alex Nosenko, Yuan Cheng, Haiquan Chen:
Learning Password Modification Patterns with Recurrent Neural Networks. SKM 2021: 110-129 - 2020
- [j12]Jianping Zhu, Haiquan Chen, Wenbin Ye:
A Hybrid CNN-LSTM Network for the Classification of Human Activities Based on Micro-Doppler Radar. IEEE Access 8: 24713-24720 (2020) - [j11]Haiquan Chen, Wen Bin Ye:
Classification of Human Activity Based on Radar Signal Using 1-D Convolutional Neural Network. IEEE Geosci. Remote. Sens. Lett. 17(7): 1178-1182 (2020) - [j10]Wei Li, Haiquan Chen, Wei-Shinn Ku, Xiao Qin:
Turbo-GTS: A Fast Framework of Optimizing Task Throughput for Large-Scale Mobile Crowdsourcing. ACM Trans. Spatial Algorithms Syst. 6(1): 1:1-1:29 (2020) - [c25]Madhuri Ghorpade, Haiquan Chen, Yuhong Liu, Zhe Jiang:
SMART: Emerging Activity Recognition with Limited Data for Multi-modal Wearable Sensing. IEEE BigData 2020: 1316-1321 - [c24]Wei Li, Haiquan Chen, Wei-Shinn Ku, Xiao Qin:
Turbo-GTS: Scaling Mobile Crowdsourcing using Workload-Balancing Bisection Tree. SIGSPATIAL/GIS 2020: 155-158 - [c23]Jianping Zhu, Haiquan Chen, Wenbin Ye:
Classification of Human Activities Based on Radar Signals using 1D-CNN and LSTM. ISCAS 2020: 1-5 - [i1]Arpan Man Sainju, Wenchong He, Zhe Jiang, Da Yan, Haiquan Chen:
Spatial Classification With Limited Observations Based On Physics-Aware Structural Constraint. CoRR abs/2009.01072 (2020)
2010 – 2019
- 2019
- [j9]Xianglong Zeng, Haiquan Chen, Yuan Luo, Wen Bin Ye:
Automated Diabetic Retinopathy Detection Based on Binocular Siamese-Like Convolutional Neural Network. IEEE Access 7: 30744-30753 (2019) - [j8]Xiaojun Ruan, Haiquan Chen, Yun Tian, Shu Yin:
Virtual machine allocation and migration based on performance-to-power ratio in energy-efficient clouds. Future Gener. Comput. Syst. 100: 380-394 (2019) - [j7]Haiquan Chen, Federico Iuricich, Amr Magdy:
3rd ACM SIGSPATIAL Workshop on Analytics for Local Events and News (LENS 2019): Chicago, Illinois, USA - November 5, 2018. ACM SIGSPATIAL Special 11(3): 25-26 (2019) - [c22]Avik Nayak, Haiquan Chen, Xiaojun Ruan, Jinsong Ouyang:
DeepSpot: Understanding Online Opinion Spam by Text Augmentation using Sentiment Encoder-Decoder Networks. LENS@SIGSPATIAL 2019: 3:1-3:10 - [c21]Xianglong Zeng, Haiquan Chen, Yuan Luo, Wenbin Ye:
Automated Detection of Diabetic Retinopathy using a Binocular Siamese-Like Convolutional Network. ISCAS 2019: 1-5 - [e2]Haiquan Chen, Federico Iuricich, Amr Magdy:
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Analytics for Local Events and News, November 5, 2019, Chicago, Illinois, USA. ACM 2019, ISBN 978-1-4503-6958-9 [contents] - 2018
- [c20]Ting Shen, Haiquan Chen, Wei-Shinn Ku:
Time-aware location sequence recommendation for cold-start mobile users. SIGSPATIAL/GIS 2018: 484-487 - [c19]Haiquan Chen, Xianglong Zeng, Yuan Luo, Wenbin Ye:
Detection of Diabetic Retinopathy using Deep Neural Network. DSP 2018: 1-5 - 2017
- [j6]Liang Tang, Haiquan Chen, Wei-Shinn Ku, Min-Te Sun:
Exploiting location-aware social networks for efficient spatial query processing. GeoInformatica 21(1): 33-55 (2017) - [j5]Huansong Fu, Haiquan Chen, Yue Zhu, Weikuan Yu:
FARMS: Efficient mapreduce speculation for failure recovery in short jobs. Parallel Comput. 61: 68-82 (2017) - [j4]Haiquan Chen, Wei-Shinn Ku, Haixun Wang, Liang Tang, Min-Te Sun:
Scaling Up Markov Logic Probabilistic Inference for Social Graphs. IEEE Trans. Knowl. Data Eng. 29(2): 433-445 (2017) - [c18]Wei Li, Haiquan Chen, Wei-Shinn Ku, Xiao Qin:
Scalable Spatiotemporal Crowdsourcing for Smart Cities based on Particle Filtering. SIGSPATIAL/GIS 2017: 63:1-63:4 - [c17]Xiaojun Ruan, Haiquan Chen:
Improving Shuffle I/O performance for big data processing using hybrid storage. ICNC 2017: 476-480 - [e1]Michael Gertz, Matthias Renz, Xiaofang Zhou, Erik G. Hoel, Wei-Shinn Ku, Agnès Voisard, Chengyang Zhang, Haiquan Chen, Liang Tang, Yan Huang, Chang-Tien Lu, Siva Ravada:
Advances in Spatial and Temporal Databases - 15th International Symposium, SSTD 2017, Arlington, VA, USA, August 21-23, 2017, Proceedings. Lecture Notes in Computer Science 10411, Springer 2017, ISBN 978-3-319-64366-3 [contents] - 2015
- [c16]Xiaojun Ruan, Haiquan Chen:
Performance-to-Power Ratio Aware Virtual Machine (VM) Allocation in Energy-Efficient Clouds. CLUSTER 2015: 264-273 - [c15]Saranya Sadasivam, Asif Iqbal Baba, Wei-Shinn Ku, Haiquan Chen:
A2N2: approximate aggregate nearest neighbor queries on road networks. MobiGIS 2015: 13-22 - 2014
- [c14]Maximilian J. Wang, Guifen Mao, Haiquan Chen:
Mining multivariate outliers: a mixture model-based framework. ACM Southeast Regional Conference 2014: 51:1-51:4 - [c13]Liang Tang, Haiquan Chen, Wei-Shinn Ku, Min-Te Sun:
Parameterized spatial query processing based on social probabilistic clustering. SIGSPATIAL/GIS 2014: 397-400 - 2013
- [j3]Wei-Shinn Ku, Haiquan Chen, Chih-Jye Wang, Chuan-Ming Liu:
Geo-Store: A Framework for Supporting Semantics-Enabled Location-Based Services. IEEE Internet Comput. 17(2): 35-43 (2013) - [j2]Wei-Shinn Ku, Haiquan Chen, Haixun Wang, Min-Te Sun:
A Bayesian Inference-Based Framework for RFID Data Cleansing. IEEE Trans. Knowl. Data Eng. 25(10): 2177-2191 (2013) - [c12]Shu Yin, Kenli Li, Xiao Qin, Xiaojun Ruan, Haiquan Chen, Jiong Xie, Xiaomin Zhu:
Reliability Analysis of Energy-Efficient Parallel Storage Systems. HPCC/EUC 2013: 1448-1455 - [c11]Haiquan Chen, Wei-Shinn Ku, Haixun Wang, Liang Tang, Min-Te Sun:
LinkProbe: Probabilistic inference on large-scale social networks. ICDE 2013: 290-301 - 2012
- [c10]Chih-Jye Wang, Wei-Shinn Ku, Haiquan Chen:
Geo-Store: a spatially-augmented SPARQL query evaluation system. SIGSPATIAL/GIS 2012: 562-565 - 2011
- [j1]Haiquan Chen, Wei-Shinn Ku, Min-Te Sun, Roger Zimmermann:
The partial sequenced route query with traveling rules in road networks. GeoInformatica 15(3): 541-569 (2011) - [c9]Mohan Yang, Haixun Wang, Haiquan Chen, Wei-Shinn Ku:
Querying uncertain data with aggregate constraints. SIGMOD Conference 2011: 817-828 - 2010
- [c8]Haiquan Chen, Wei-Shinn Ku, Haixun Wang:
Cleansing uncertain databases leveraging aggregate constraints. ICDE Workshops 2010: 128-135 - [c7]Haiquan Chen, Ligang Wang, Shunmei Han:
Integrated Distribution Services: An Innovative Mechanism and Case Study. ICEE 2010: 3367-3371 - [c6]Haiquan Chen, Wei-Shinn Ku, Haixun Wang, Min-Te Sun:
Leveraging spatio-temporal redundancy for RFID data cleansing. SIGMOD Conference 2010: 51-62
2000 – 2009
- 2009
- [c5]Jie Bao, Haiquan Chen, Wei-Shinn Ku:
PROS: a peer-to-peer system for location privacy protection on road networks. GIS 2009: 552-553 - 2008
- [c4]Lei Zhang, Haiquan Chen:
Meta-BCS: a novel way to BCS ranking using generalized regression neural network and genetic algorithm. ACM Southeast Regional Conference 2008: 152-155 - [c3]Haiquan Chen, Wei-Shinn Ku, Min-Te Sun, Roger Zimmermann:
The multi-rule partial sequenced route query. GIS 2008: 10 - [c2]Haiquan Chen, Quanxiong Zhou, Xiangke Kong:
Management Innovation and Development of Manufacturer-Retailer Relationships for Large Electric Appliances Chain Stores in China. ISECS 2008: 1020-1024 - 2005
- [c1]Jianyu Xiao, Deyun Zhang, Haiquan Chen, Hao Dong:
Improved Program Dependence Graph and Algorithm for Static Slicing Concurrent Programs. APPT 2005: 121-130
Coauthor Index
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