| 2026 | AAAI | Variation-Bounded Loss for Noise-Tolerant Learning. | Jialiang Wang, Xiong Zhou, Xianming Liu, Gangfeng Hu, Deming Zhai, Junjun Jiang, Haoliang Li |
| 2025 | ICCV | Robust Test-Time Adaptation for Single Image Denoising Using Deep Gaussian Prior. | Qing Ma, Pengwei Liang, Xiong Zhou, Jiayi Ma, Junjun Jiang, Zhe Peng |
| 2025 | ICCV | Joint Asymmetric Loss for Learning with Noisy Labels. | Jialiang Wang, Xianming Liu, Xiong Zhou, Gangfeng Hu, Deming Zhai, Junjun Jiang, Xiangyang Ji |
| 2025 | ICML | Proposer-Agent-Evaluator (PAE): Autonomous Skill Discovery For Foundation Model Internet Agents. | Yifei Zhou, Qianlan Yang, Kaixiang Lin, Min Bai, Xiong Zhou, Yu-Xiong Wang, Sergey Levine, Li Erran Li |
| 2024 | CVPR | AffordanceLLM: Grounding Affordance from Vision Language Models. | Shengyi Qian, Weifeng Chen, Min Bai, Xiong Zhou, Zhuowen Tu, Li Erran Li |
| 2024 | ECCV | ViGoR: Improving Visual Grounding of Large Vision Language Models with Fine-Grained Reward Modeling. | Siming Yan, Min Bai, Weifeng Chen, Xiong Zhou, Qixing Huang, Li Erran Li |
| 2024 | EMNLP | Socratic Human Feedback (SoHF): Expert Steering Strategies for LLM Code Generation. | Subramanian Chidambaram, Li Erran Li, Min Bai, Xiaopeng Li, Kaixiang Lin, Xiong Zhou, Alex C. Williams |
| 2024 | ICLR | Neural Field Classifiers via Target Encoding and Classification Loss. | Xindi Yang, Zeke Xie, Xiong Zhou, Boyu Liu, Buhua Liu, Yi Liu, Haoran Wang, Yunfeng Cai, Mingming Sun |
| 2024 | ICLR | Zero-Mean Regularized Spectral Contrastive Learning: Implicitly Mitigating Wrong Connections in Positive-Pair Graphs. | Xiong Zhou, Xianming Liu, Feilong Zhang, Gang Wu, Deming Zhai, Junjun Jiang, Xiangyang Ji |
| 2024 | ICLR | Variance-enlarged Poisson Learning for Graph-based Semi-Supervised Learning with Extremely Sparse Labeled Data. | Xiong Zhou, Xianming Liu, Hao Yu, Jialiang Wang, Zeke Xie, Junjun Jiang, Xiangyang Ji |
| 2024 | IUI | Snapper: Accelerating Bounding Box Annotation in Object Detection Tasks with Find-and-Snap Tooling. | Alex C. Williams, Min Bai, Jonathan Buck, Tristan J. McKinney, Amy Rechkemmer, Koushik Kalyanaraman, Matthew Lease, Patrick Haffner, Xiong Zhou, Li Erran Li |
| 2023 | ICML | No One Idles: Efficient Heterogeneous Federated Learning with Parallel Edge and Server Computation. | Feilong Zhang, Xianming Liu, Shiyi Lin, Gang Wu, Xiong Zhou, Junjun Jiang, Xiangyang Ji |
| 2022 | AAAI | Exploiting Invariance in Training Deep Neural Networks. | Chengxi Ye, Xiong Zhou, Tristan McKinney, Yanfeng Liu, Qinggang Zhou, Fedor Zhdanov |
| 2022 | ICLR | Learning Towards The Largest Margins. | Xiong Zhou, Xianming Liu, Deming Zhai, Junjun Jiang, Xin Gao, Xiangyang Ji |
| 2022 | ICML | Prototype-Anchored Learning for Learning with Imperfect Annotations. | Xiong Zhou, Xianming Liu, Deming Zhai, Junjun Jiang, Xin Gao, Xiangyang Ji |
| 2022 | ISCAS | A 100dB-TCMRR 8-Channel Bio-Potential Front-End with Multi-Channel Common-Mode Replication. | Borui Tan, Sanfeng Zhang, Chen Gao, Xiong Zhou, Qiang Li |
| 2022 | ISCAS | A 13-bit 1-MS/s SAR ADC With Rotation-Based Mismatch Error Cancellation. | Jing Zhang, Lulu Zhang, Xiong Zhou, Maurits Ortmanns, Qiang Li |
| 2021 | ICCV | Learning with Noisy Labels via Sparse Regularization. | Xiong Zhou, Xianming Liu, Chenyang Wang, Deming Zhai, Junjun Jiang, Xiangyang Ji |
| 2021 | ICML | Asymmetric Loss Functions for Learning with Noisy Labels. | Xiong Zhou, Xianming Liu, Junjun Jiang, Xin Gao, Xiangyang Ji |
| 2021 | ISCAS | A Sampling Speed Enhancement Technique for Near-Threshold SAR ADCs. | Bojun Hu, Sanfeng Zhang, Xiong Zhou, Xiangxin Pan, Zhaoming Ding, Qiang Li |
| 2019 | CVPR | d-SNE: Domain Adaptation Using Stochastic Neighborhood Embedding. | Xiang Xu, Xiong Zhou, Ragav Venkatesan, Gurumurthy Swaminathan, Orchid Majumder |
| 2019 | ISCAS | A 12-bit 30MS/s SAR ADC with VCO-Based Comparator and Split-and-Recombination Redundancy for Bypass Logic. | Sheng Chang, Xiong Zhou, Zhaoming Ding, Qiang Li |
| 2019 | ISCAS | A Loss-Compensated 5-Bit Ka-Band Digital Phase Shifter with Low RMS Phase/Gain Error Over Wide Temperature Ranges. | Ruoman Yang, Chao Liu, Xiangyu Zhao, Sheng Chang, Xiong Zhou, Qiang Li |
| 2018 | ISCAS | Delta-Measurement Low-Power SAR ADC Architecture with Adaptive Threshold-First Switching. | Zhaoming Ding, Xiong Zhou, Qiang Li |
| 2017 | ICIP | Weighted median-shift on graphs for geometric model fitting. | Xiong Zhou, Hanzi Wang, Guobao Xiao, Xing Wang, Yan Yan, Liming Zhang |
| 2017 | IGARSS | Transformation learning based domain adaptation for robust classification of disparate hyperspectral data. | Xiong Zhou, Saurabh Prasad |
| 2014 | IGARSS | Wavelet domain active learning for robust classification of full-waveform LiDAR data. | Xiong Zhou, Saurabh Prasad, Melba M. Crawford |
| 2008 | ISNN | Diagnosis Method for Gear Equipment by Sequential Fuzzy Neural Network. | Xiong Zhou, Huaqing Wang, Peng Chen, Jingwei Song |