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2020 – today
- 2024
[j7]Zhongnan Yan, Qing Ji, Bin He, Yizhuo Chen, Yueyun Wang, Xiaoping Pang:
A combined multi-source data and deep learning approach for retrieving snow depth on Antarctic Sea ice during the melting season. Int. J. Digit. Earth 17(1) (2024)- [j6]Runyuan Wen, Yong Yao
, Zijian Li, Qiyang Liu, Yijing Wang, Yizhuo Chen:
LESM-YOLO: An Improved Aircraft Ducts Defect Detection Model. Sensors 24(13): 4331 (2024) - [c9]Jinyang Li, Yizhuo Chen, Tomoyoshi Kimura, Tianshi Wang, Ruijie Wang, Denizhan Kara, Yigong Hu, Li Wu, Walid A. Hanafy, Abel Souza, Prashant J. Shenoy, Maggie B. Wigness, Joydeep Bhattacharyya, Jae Kim, Guijun Wang, Greg Kimberly, Josh D. Eckhardt, Denis Osipychev, Tarek F. Abdelzaher:
Acies-OS: A Content-Centric Platform for Edge AI Twinning and Orchestration. ICCCN 2024: 1-9 - [c8]Tianshi Wang, Yizhuo Chen, Qikai Yang, Dachun Sun, Ruijie Wang, Jinyang Li, Tomoyoshi Kimura, Tarek F. Abdelzaher:
Data Augmentation for Human Activity Recognition via Condition Space Interpolation within a Generative Model. ICCCN 2024: 1-9 - [c7]Yizhuo Chen, Chun-Fu Chen, Hsiang Hsu, Shaohan Hu, Marco Pistoia, Tarek F. Abdelzaher:
MaSS: Multi-attribute Selective Suppression for Utility-preserving Data Transformation from an Information-theoretic Perspective. ICML 2024 - [c6]Denizhan Kara, Tomoyoshi Kimura, Yatong Chen, Jinyang Li, Ruijie Wang, Yizhuo Chen, Tianshi Wang, Shengzhong Liu, Tarek F. Abdelzaher:
PhyMask: An Adaptive Masking Paradigm for Efficient Self-Supervised Learning in IoT. SenSys 2024: 97-111 - [c5]Ruijie Wang, Yutong Zhang, Jinyang Li, Shengzhong Liu, Dachun Sun, Tianchen Wang, Tianshi Wang, Yizhuo Chen, Denizhan Kara, Tarek F. Abdelzaher:
MetaHKG: Meta Hyperbolic Learning for Few-shot Temporal Reasoning. SIGIR 2024: 59-69 - [c4]Denizhan Kara, Tomoyoshi Kimura, Shengzhong Liu, Jinyang Li, Dongxin Liu, Tianshi Wang, Ruijie Wang, Yizhuo Chen, Yigong Hu, Tarek F. Abdelzaher:
FreqMAE: Frequency-Aware Masked Autoencoder for Multi-Modal IoT Sensing. WWW 2024: 2795-2806 - [i3]Tomoyoshi Kimura, Jinyang Li, Tianshi Wang, Denizhan Kara, Yizhuo Chen, Yigong Hu, Ruijie Wang, Maggie B. Wigness, Shengzhong Liu, Mani Srivastava, Suhas N. Diggavi, Tarek F. Abdelzaher:
On the Efficiency and Robustness of Vibration-based Foundation Models for IoT Sensing: A Case Study. CoRR abs/2404.02461 (2024) - [i2]Yizhuo Chen, Chun-Fu (Richard) Chen, Hsiang Hsu, Shaohan Hu, Marco Pistoia, Tarek F. Abdelzaher:
MaSS: Multi-attribute Selective Suppression for Utility-preserving Data Transformation from an Information-theoretic Perspective. CoRR abs/2405.14981 (2024) - [i1]Harsha Vardhan Simhadri, Martin Aumüller, Amir Ingber, Matthijs Douze, George Williams, Magdalen Dobson Manohar, Dmitry Baranchuk, Edo Liberty, Frank Liu, Benjamin Landrum, Mazin Karjikar, Laxman Dhulipala, Meng Chen, Yue Chen, Rui Ma, Kai Zhang, Yuzheng Cai, Jiayang Shi, Yizhuo Chen, Weiguo Zheng, Zihao Wan, Jie Yin, Ben Huang:
Results of the Big ANN: NeurIPS'23 competition. CoRR abs/2409.17424 (2024) - 2023
- [j5]Xiaoping Pang, Chenlei Zhang, Qing Ji, Yizhuo Chen, Zeng Zhen, Yamin Zhu, Zhongnan Yan:
Analysis of sea ice conditions and navigability in the Arctic Northeast Passage during the summer from 2002-2021. Geo spatial Inf. Sci. 26(3): 465-479 (2023) - [j4]Zeyu Liang, Qing Ji, Xiaoping Pang, Pei Fan, Xuedong Yao, Yizhuo Chen, Ying Chen, Zhongnan Yan:
Estimation of Daily Arctic Winter Sea Ice Thickness from Thermodynamic Parameters Using a Self-Attention Convolutional Neural Network. Remote. Sens. 15(7): 1887 (2023) - [c3]Yizhuo Chen, Kaizhao Liang, Zhe Zeng, Shuochao Yao, Huajie Shao:
A Unified Knowledge Distillation Framework for Deep Directed Graphical Models. CVPR 2023: 7795-7804 - [c2]Deepti Kalasapura, Jinyang Li, Shengzhong Liu, Yizhuo Chen, Ruijie Wang, Tarek F. Abdelzaher, Matthew Caesar, Joydeep Bhattacharyya, Jae Kim, Guijun Wang, Greg Kimberly, Josh D. Eckhardt, Denis Osipychev:
TwinSync: A Digital Twin Synchronization Protocol for Bandwidth-Limited IoT Applications. ICCCN 2023: 1 - 2022
- [j3]Xiaoping Pang, Yizhuo Chen, Qing Ji, Guoyuan Li, Lijian Shi, Musheng Lan, Zeyu Liang:
An Improved Algorithm for the Retrieval of the Antarctic Sea Ice Freeboard and Thickness from ICESat-2 Altimeter Data. Remote. Sens. 14(5): 1069 (2022) - [j2]Zeyu Liang, Xiaoping Pang, Qing Ji, Xi Zhao, Guoyuan Li, Yizhuo Chen:
An Entropy-Weighted Network for Polar Sea Ice Open Lead Detection From Sentinel-1 SAR Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [c1]Huajie Shao, Yifei Yang, Haohong Lin, Longzhong Lin, Yizhuo Chen, Qinmin Yang, Han Zhao:
Rethinking Controllable Variational Autoencoders. CVPR 2022: 19228-19237 - 2021
- [j1]Ruidong Zhang, Mingyang Chen, Benjamin Steeper, Yaxuan Li, Zihan Yan, Yizhuo Chen, Songyun Tao, Tuochao Chen, Hyunchul Lim, Cheng Zhang:
SpeeChin: A Smart Necklace for Silent Speech Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5(4): 192:1-192:23 (2021)
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