| 2026 | DASFAA | Harnessing Asynchrony to Balance Modalities in Multi-modal Federated Learning. | Yiming Ma, Boyi Liu, Zimu Zhou, Yanfeng Wang, Yongxin Tong |
| 2026 | INFOCOM | Towards Asynchronous Client Collaboration in Personalized Federated Learning. | Boyi Liu, Zimu Zhou, Pengfei Gao, Shuo Kang, Yongxin Tong |
| 2026 | SIGIR | FedMosaic: Federated Retrieval-Augmented Generation via Parametric Adapters. | Zhilin Liang, Yuxiang Wang, Zimu Zhou, Hainan Zhang, Boyi Liu, Yongxin Tong |
| 2026 | SENSYS | Short Paper: The Starlink Robot: A Platform and Dataset for Mobile Satellite Communication. | Boyi Liu, Qianyi Zhang, Qiang Yang, Jianhao Jiao, Jagmohan Chauhan, Dimitrios Kanoulas |
| 2025 | COLING | Towards Database-Free Text-to-SQL Evaluation: A Graph-Based Metric for Functional Correctness. | Yi Zhan, Longjie Cui, Han Weng, Guifeng Wang, Yu Tian, Boyi Liu, Yingxiang Yang, Xiaoming Yin, Jiajun Xie, Yang Sun |
| 2025 | EMNLP | Graph-Reward-SQL: Execution-Free Reinforcement Learning for Text-to-SQL via Graph Matching and Stepwise Reward. | Han Weng, Puzhen Wu, Longjie Cui, Yi Zhan, Boyi Liu, Yuanfeng Song, Dun Zeng, Yingxiang Yang, Qianru Zhang, Dong Huang, Xiaoming Yin, Yang Sun, Xing Chen |
| 2025 | ICML | BRiTE: Bootstrapping Reinforced Thinking Process to Enhance Language Model Reasoning. | Han Zhong, Yutong Yin, Shenao Zhang, Xiaojun Xu, Yuanxin Liu, Yifei Zuo, Zhihan Liu, Boyi Liu, Sirui Zheng, Hongyi Guo, Liwei Wang, Mingyi Hong, Zhaoran Wang |
| 2025 | ICML | Reward-Augmented Data Enhances Direct Preference Alignment of LLMs. | Shenao Zhang, Zhihan Liu, Boyi Liu, Yufeng Zhang, Yingxiang Yang, Yongfei Liu, Liyu Chen, Tao Sun, Zhaoran Wang |
| 2025 | KDD | DarkDistill: Difficulty-Aligned Federated Early-Exit Network Training on Heterogeneous Devices. | Lehao Qu, Shuyuan Li, Zimu Zhou, Boyi Liu, Yi Xu, Yongxin Tong |
| 2025 | MOBICOM | Poster: Asynchronous Federated Learning Library and Benchmark with AFL-Lib. | Boyi Liu, Shuyuan Li, Zimu Zhou, Shuo Kang, Yiming Ma, Yongxin Tong |
| 2024 | ICLR | Let Models Speak Ciphers: Multiagent Debate through Embeddings. | Chau Pham, Boyi Liu, Yingxiang Yang, Zhengyu Chen, Tianyi Liu, Jianbo Yuan, Bryan A. Plummer, Zhaoran Wang, Hongxia Yang |
| 2024 | ICML | Reason for Future, Act for Now: A Principled Architecture for Autonomous LLM Agents. | Zhihan Liu, Hao Hu, Shenao Zhang, Hongyi Guo, Shuqi Ke, Boyi Liu, Zhaoran Wang |
| 2024 | KDD | CASA: Clustered Federated Learning with Asynchronous Clients. | Boyi Liu, Yiming Ma, Zimu Zhou, Yexuan Shi, Shuyuan Li, Yongxin Tong |
| 2024 | SENSYS | Poster Abstract: LLM-Slice: Dedicated Wireless Network Slicing for Large Language Models. | Boyi Liu, Jingwen Tong, Jun Zhang |
| 2023 | ICML | Achieving Hierarchy-Free Approximation for Bilevel Programs with Equilibrium Constraints. | Jiayang Li, Jing Yu, Boyi Liu, Yu Marco Nie, Zhaoran Wang |
| 2022 | IJCAI | Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction. | Ruixing Zhang, Liangzhe Han, Boyi Liu, Jiayuan Zeng, Leilei Sun |
| 2022 | QRS | AuthROS: Secure Data Sharing Among Robot Operating Systems based on Ethereum. | Shenhui Zhang, Wenkai Li, Xiaoqi Li, Boyi Liu |
| 2021 | ICRA | Peer-Assisted Robotic Learning: A Data-Driven Collaborative Learning Approach for Cloud Robotic Systems. | Boyi Liu, Lujia Wang, Xinquan Chen, Lexiong Huang, Dong Han, Cheng-Zhong Xu |
| 2021 | IJCNN | FedCM: A Real-time Contribution Measurement Method for Participants in Federated Learning. | Bingjie Yan, Boyi Liu, Lujia Wang, Yize Zhou, Zhixuan Liang, Ming Liu, Cheng-Zhong Xu |
| 2019 | HCI | Unfathomed Voyager: The Design of Real-Life Cooperation Game. | Boyi Liu, Matthew Bofenkamp |
| 2019 | ICLR | Off-Policy Evaluation and Learning from Logged Bandit Feedback: Error Reduction via Surrogate Policy. | Yuan Xie, Boyi Liu, Qiang Liu, Zhaoran Wang, Yuan Zhou, Jian Peng |
| 2019 | IROS | Lifelong Federated Reinforcement Learning: A Learning Architecture for Navigation in Cloud Robotic Systems. | Boyi Liu, Lujia Wang, Ming Liu |