| 2025 | EMNLP | Retrieval-Augmented Generation with Hierarchical Knowledge. | Haoyu Huang, Yongfeng Huang, Junjie Yang, Zhenyu Pan, Yongqiang Chen, Kaili Ma, Hongzhi Chen, James Cheng |
| 2025 | ICLR | Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models. | Zhenyu Pan, Haozheng Luo, Manling Li, Han Liu |
| 2023 | AAAI | Ising-Traffic: Using Ising Machine Learning to Predict Traffic Congestion under Uncertainty. | Zhenyu Pan, Anshujit Sharma, Jerry Yao-Chieh Hu, Zhuo Liu, Ang Li, Han Liu, Michael C. Huang, Tong Geng |
| 2023 | DAC | Ising-CF: A Pathbreaking Collaborative Filtering Method Through Efficient Ising Machine Learning. | Zhuo Liu, Yunan Yang, Zhenyu Pan, Anshujit Sharma, Amit Hasan, Caiwen Ding, Ang Li, Michael C. Huang, Tong Geng |
| 2023 | ICS | Software-Hardware Co-design of Heterogeneous SmartNIC System for Recommendation Models Inference and Training. | Anqi Guo, Yuchen Hao, Chunshu Wu, Pouya Haghi, Zhenyu Pan, Min Si, Dingwen Tao, Ang Li, Martin C. Herbordt, Tong Geng |
| 2022 | ICCD | On the Design of Quantum Graph Convolutional Neural Network in the NISQ-Era and Beyond. | Zhirui Hu, Jinyang Li, Zhenyu Pan, Shanglin Zhou, Lei Yang, Caiwen Ding, Omer Khan, Tong Geng, Weiwen Jiang |
| 2021 | QRS | ReDefender: A Tool for Detecting Reentrancy Vulnerabilities in Smart Contracts Effectively. | Zhenyu Pan, Tianyuan Hu, Chen Qian, Bixin Li |
| 2021 | SEKE | SolDetector: Detect Defects Based on Knowledge Graph of Solidity Smart Contract. | Tianyuan Hu, Zhenyu Pan, Bixin Li |