| 2026 | ACL | Detecting RAG Extraction Attack via Dual-Path Runtime Integrity Game. | Yuanbo Xie, Yingjie Zhang, Yulin Li, Shouyou Song, Xiaokun Chen, Zhihan Liu, Liya Su, Tingwen Liu |
| 2025 | EMNLP | Toward Optimal LLM Alignments Using Two-Player Games. | Rui Zheng, Hongyi Guo, Zhihan Liu, Xiaoying Zhang, Yuanshun Yao, Xiaojun Xu, Zhaoran Wang, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang, Yang Liu, Hang Li |
| 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 |
| 2024 | ICLR | Sample-Efficient Multi-Agent RL: An Optimization Perspective. | Nuoya Xiong, Zhihan Liu, Zhaoran Wang, Zhuoran 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 |
| 2023 | ICANN | Hierarchical Contrastive Learning for CSI-Based Fingerprint Localization. | Xiangxu Meng, Wei Li, Zheng Zhao, Zhihan Liu, Huiqiang Wang |
| 2023 | ICLR | Guarded Policy Optimization with Imperfect Online Demonstrations. | Zhenghai Xue, Zhenghao Peng, Quanyi Li, Zhihan Liu, Bolei Zhou |
| 2022 | ICML | Welfare Maximization in Competitive Equilibrium: Reinforcement Learning for Markov Exchange Economy. | Zhihan Liu, Miao Lu, Zhaoran Wang, Michael I. Jordan, Zhuoran Yang |
| 2022 | ICML | Learning from Demonstration: Provably Efficient Adversarial Policy Imitation with Linear Function Approximation. | Zhihan Liu, Yufeng Zhang, Zuyue Fu, Zhuoran Yang, Zhaoran Wang |
| 2019 | GLOBECOM | 3D Trajectory Optimization for Secure UAV Communication with CoMP Reception. | Jianping Yao, Canhui Zhong, Zhihan Liu, Jie Xu |
| 2017 | ICA3PP | Comparing Electricity Consumer Categories Based on Load Pattern Clustering with Their Natural Types. | Zigui Jiang, Rongheng Lin, Fangchun Yang, Zhihan Liu, Qiqi Zhang |
| 2017 | ICWS | Learning Transportation Mode Choice for Context-Aware Services with Directed-Graph-Guided Fused Lasso from GPS Trajectory Data. | Xiaolu Zhu, Jinglin Li, Zhihan Liu, Fangchun Yang |
| 2017 | WCNC | Physical Layer Security with Untrusted Relays in Wireless Cooperative Networks. | Guiyang Luo, Jinglin Li, Zhihan Liu, Xiaofeng Tao, Fangchun Yang |
| 2016 | HPCC | Space and Time Constrained Data Offloading in Vehicular Networks. | Quan Yuan, Jinglin Li, Zhihan Liu, Fangchun Yang |
| 2016 | HPCC | A Joint Grid Segmentation Based Affinity Propagation Clustering Method for Big Data. | Xiaolu Zhu, Jinglin Li, Zhihan Liu, Fangchun Yang |
| 2015 | BigData | Optimization Approach to Depot Location in Car Sharing Systems with Big Data. | Xiaolu Zhu, Jinglin Li, Zhihan Liu, Fangchun Yang |
| 2015 | ICPADS | An Adaptive and Compressive Data Gathering Scheme in Vehicular Sensor Networks. | Quan Yuan, Zhihan Liu, Jinglin Li, Shu Yang, Fangchun Yang |
| 2014 | APSCC | POC: An Optimization Strategy of EV Efficient Travelling. | Jiayuan Li, Jinglin Li, Zhihan Liu |
| 2014 | APSCC | Tree-Structured Network Based Hierarchical Complex Event Processing in Wireless Sensor Networks. | Mengyuan Xu, Zhihan Liu, Jinglin Li |
| 2014 | BigData | On Retrieving Moving Objects Gathering Patterns from Trajectory Data via Spatio-temporal Graph. | Junming Zhang, Jinglin Li, Shangguang Wang, Zhihan Liu, Quan Yuan, Fangchun Yang |