| 2026 | AAAI | Prototype Entropy Alignment: Reinforcing Structured Uncertainty in LLM Reasoning. | Zhengyuan Pan, Yanhao Chen, Zhongquan Jian, Wanru Zhao, Haonan Ma, Meihong Wang, Qingqiang Wu |
| 2026 | ACL | AGSC: Adaptive Granularity and Semantic Clustering for Uncertainty Quantification in Long-text Generation. | Guanran Luo, Wentao Qiu, Wanru Zhao, Wenhan Lv, Zhongquan Jian, Meihong Wang, Qingqiang Wu |
| 2025 | ACL | FedDQC: Data Quality Control in Federated Instruction-tuning of Large Language Models. | Yaxin Du, Rui Ye, Fengting Yuchi, Wanru Zhao, Jingjing Qu, Yanfeng Wang, Siheng Chen |
| 2025 | ASPDAC | Exploring Code Language Models for Automated HLS-based Hardware Generation: Benchmark, Infrastructure and Analysis. | Jiahao Gai, Hao Chen, Zhican Wang, Hongyu Zhou, Wanru Zhao, Nicholas D. Lane, Hongxiang Fan |
| 2024 | ICLR | Breaking Physical and Linguistic Borders: Multilingual Federated Prompt Tuning for Low-Resource Languages. | Wanru Zhao, Yihong Chen, Royson Lee, Xinchi Qiu, Yan Gao, Hongxiang Fan, Nicholas Donald Lane |
| 2021 | VR | Hand-by-Hand Mentor: An AR based Training System for Piano Performance. | Ruoxi Guo, Jiahao Cui, Wanru Zhao, Shuai Li, Aimin Hao |
| 2020 | AAAI | Graph Attention Based Proposal 3D ConvNets for Action Detection. | Jin Li, Xianglong Liu, Zhuofan Zong, Wanru Zhao, Mingyuan Zhang, Jingkuan Song |