Publications

Conference Papers, Journal Articles

(*) beside authors' names indicates equal contributions.

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Conference Papers

1. Pareto Deep Long-Tailed Recognition: A Conflict-Averse Solution
   Zhipeng Zhou, Liu Liu, Peilin Zhao, Wei Gong.
   ICLR 2024. [openreview][code] [poster]

2. CAT: Cross-Adversarial Training for WiFi-Based Human Activity Recognition
   Luyao Liu, Zhipeng Zhou, Mingwu Chen, Wei Gong.
   CSCWD 2024.

3. Class-Conditional Sharpness-Aware Minimization for Deep Long-Tailed Recognition
   Zhipeng Zhou*, Lanqing Li*, Peilin Zhao, Pheng-Ann Heng, Wei Gong.
   CVPR 2023. [paper][appendix][slides][code][ChinaMM]

4. Guidepost: Target-oriented Few-shot Transferring via Measuring Task Similarity
   Zhipeng Zhou, Wei Gong, Haoquan Zhou.
   CIKM 2023. [paper][poster]

5. ALSensing: Human Activity Recognition using WiFi based on Active Learning
   Guangzhi Zhao, Zhipeng Zhou, Yutao Huang, Amiya Nayak, Haoquan Zhou, Wei Gong.
   WCNC 2023. [paper]

6. Target-oriented Semi-supervised Domain Adaptation for WiFi-based HAR
   Zhipeng Zhou, Feng Wang, Jihong Yu, Ju Ren, Zhi Wang, Wei Gong.
   INFOCOM 2022. [paper][slides]

7. Wi-Adaptor: Fine-grained Domain Adaptation in WiFi-based Activity Recognition
   Haoqiang Zhang, Zhipeng Zhou, Wei Gong.
   GLOBECOM 2021.

8. MobiFi: Fast Deep-Learning Based Localization Using Mobile WiFi
   Zhipeng Zhou, Jihong Yu, Zheng Yang, Wei Gong.
   GLOBECOM 2020. [paper][slides]

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Journal Articles

1. SAT: A Selective Adversarial Training Approach for WiFi-based Human Activity Recognition
   Yuhan Pan, Zhipeng Zhou, Wei Gong, Yuguang Fang.
   IEEE Transactions on Mobile Computing, 2024. [paper]

2. Enhancing Fitness Evaluation in Genetic Algorithm-based Architecture Search for AI-aided Financial Regulation
   Jian Feng, Yajie He, Yuhan Pan, Zhipeng Zhou, Si Chen, Wei Gong.
   IEEE Transactions on Evolutionary Computation, 2024. [paper]

3. i-Sample: Augment Domain Adversarial Adaptation Models for WiFi-based HAR
   Zhipeng Zhou, Feng Wang, Wei Gong.
   ACM Transactions on Sensor Networks, 2023. [paper]

4. A Strong Feature Representation for Siamese Network Tracker
   Zhipeng Zhou, Rui Zhang, Dong Yin.
   Multimedia Tools and Application (MTA), 2020. [paper]

5. A Collaborative Tracking Method for Pedestrian in Multi-camera System
   Zhipeng Zhou, Dong Yin, Jinwen Ding, Yuhao Luo, Mingyue Yuan, Chengfeng Zhu.
   Journal of Shanghai Jiao Tong University (Science), 2019.

6. A Multi-image Joint Re-ranking Framework with Updateable Image Pool for Person Re-identification
   Mingyue Yuan, Dong Yin, Jinwen Ding, Zhipeng Zhou, Chengfeng Zhu, Rui Zhang.
   Journal of Visual Communication and Image Representation (JVCIR), 2019.