| 2026 | AAAI | State-Derivative-Aware Neural Controlled Differential Equations for Multivariate Time Series Anomaly Detection and Diagnosis. | Xin Sun, Heng Zhou, Yuhao Wu, Chao Li |
| 2026 | ACL | Scaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning. | Zelin Tan, Hejia Geng, Xiaohang Yu, Mulei Zhang, Guancheng Wan, Yifan Zhou, Qiang He, Xiangyuan Xue, Heng Zhou, Yutao Fan, Zhong-Zhi Li, Zaibin Zhang, Guibin Zhang, Chen Zhang, Zhenfei Yin, Philip Torr, Lei Bai |
| 2026 | DASFAA | CRAG: Causality-Aware Retrieval-Augmented Generation for Budget Auditing QA. | Gaofeng Xu, Heng Zhou, Guilin Qi, Xiaolong Ye, Tong Zhao, Songlin Zhai, Yongrui Chen, Shenwen Zhong |
| 2026 | DATE | Data Distribution-Aware Analog/Digital Conversion Strategy for Energy-Efficient Memristive In-Situ Accelerators. | Taoming Lei, Heng Zhou, Bing Wu, Wei Tong, Dan Feng |
| 2026 | DATE | An IR drop-robust Mapping Method for Reliable Memristive Accelerators. | Jinpeng Liu, Shiyi Song, Bing Wu, Huan Cheng, Heng Zhou, Xueliang Wei, Wei Tong, Dan Feng |
| 2025 | EMNLP | ReSo: A Reward-driven Self-organizing LLM-based Multi-Agent System for Reasoning Tasks. | Heng Zhou, Hejia Geng, Xiangyuan Xue, Li Kang, Yiran Qin, Zhiyong Wang, Zhenfei Yin, Lei Bai |
| 2025 | ISWC | Acoustic-assisted Indoor Pedestrian Dead Reckoning. | Yang Wang, Heng Zhou, Takuya Maekawa |
| 2024 | ECCV | SGS-SLAM: Semantic Gaussian Splatting for Neural Dense SLAM. | Mingrui Li, Shuhong Liu, Heng Zhou, Guohao Zhu, Na Cheng, Tianchen Deng, Hongyu Wang |
| 2024 | MICRO | DRCTL: A Disorder-Resistant Computation Translation Layer Enhancing the Lifetime and Performance of Memristive CIM Architecture. | Heng Zhou, Bing Wu, Huan Cheng, Jinpeng Liu, Taoming Lei, Dan Feng, Wei Tong |
| 2023 | DATE | ODLPIM: A Write-Optimized and Long-Lifetime ReRAM-Based Accelerator for Online Deep Learning. | Heng Zhou, Bing Wu, Huan Cheng, Wei Zhao, Xueliang Wei, Jinpeng Liu, Dan Feng, Wei Tong |
| 2023 | MICCAI | Self-aware and Cross-Sample Prototypical Learning for Semi-supervised Medical Image Segmentation. | Zhenxi Zhang, Ran Ran, Chunna Tian, Heng Zhou, Xin Li, Fan Yang, Zhicheng Jiao |
| 2022 | COLING | Event Causality Identification via Derivative Prompt Joint Learning. | Shirong Shen, Heng Zhou, Tongtong Wu, Guilin Qi |
| 2021 | DCC | Point AE-DCGAN: A deep learning model for 3D point cloud lossy geometry compression. | Jiacheng Xu, Zhijun Fang, Yongbin Gao, Siwei Ma, Yaochu Jin, Heng Zhou, Anjie Wang |
| 2019 | IGARSS | Observation Of Typhoon Meranti With High Frequency Radar System. | Heng Zhou, Xiongbin Wu, Xianchang Yue |
| 2013 | ACSSC | Key generation through two-way relay channels under active attacks. | Heng Zhou, Lauren M. Huie, Lifeng Lai |
| 2013 | CISS | Key generation in two-way relay wireless channels. | Heng Zhou, Lauren M. Huie, Lifeng Lai |
| 2009 | ICIG | A Method of Image Processing Algorithm Evaluation Based on Orthogonal Experimental Design. | Zhao Pei, Yanning Zhang, Zenggang Lin, Heng Zhou, Hui Wang |
| 2007 | IJCNN | An Automated Network for Detecting Diesel Engine Misfire. | Anya L. Getman, Heng Zhou, Sandhya D. Jammalamadaka |
| 1999 | MASCOTS | A System-Assisted Disk I/O Simulation Technique. | Franklin E. Sorenson, Elizabeth S. Sorenson, J. Kelly Flanagan, Heng Zhou |