| 2026 | AAAI | Do We Truly Need So Many Samples? Multi-LLM Repeated Sampling Efficiently Scales Test-Time Compute. | Jianhao Chen, Zishuo Xun, Bocheng Zhou, Han Qi, Hangfan Zhang, Qiaosheng Zhang, Yang Chen, Wei Hu, Yuzhong Qu, Shuyue Hu |
| 2026 | AAAI | Adaptive Theory of Mind for LLM-based Multi-Agent Coordination. | Chunjiang Mu, Ya Zeng, Qiaosheng Zhang, Kun Shao, Chen Chu, Hao Guo, Danyang Jia, Zhen Wang, Shuyue Hu |
| 2026 | AAAI | ICL-Router: In-Context Learned Model Representations for LLM Routing. | Chenxu Wang, Hao Li, Yiqun Zhang, Linyao Chen, Jianhao Chen, Ping Jian, Qiaosheng Zhang, Shuyue Hu |
| 2026 | AAAI | When Human Preferences Flip: An Instance-Dependent Robust Loss for RLHF. | Yifan Xu, Xichen Ye, Yifan Chen, Qiaosheng Zhang |
| 2026 | AAAI | The Avengers: A Routing Recipe for Collective Intelligence in Language Models. | Yiqun Zhang, Hao Li, Chenxu Wang, Linyao Chen, Qiaosheng Zhang, Peng Ye, Shi Feng, Xinrun Wang, Xu Jia, Lei Bai, Shuyue Hu |
| 2026 | ACL | Design First, Code Later: Aesthetically Pleasing Template-Free Slides Generation. | Zhiyao Cui, Chenxu Wang, Shuyue Hu, Yiqun Zhang, Wenqi Shao, Qiaosheng Zhang, Zhen Wang |
| 2026 | ACL | LLMRouterBench: A Massive Benchmark and Unified Framework for LLM Routing. | Hao Li, Yiqun Zhang, Zhaoyan Guo, Chenxu Wang, Shengji Tang, Qiaosheng Zhang, Yang Chen, Biqing Qi, Peng Ye, Lei Bai, Zhen Wang, Shuyue Hu |
| 2025 | ICLR | Online Preference Alignment for Language Models via Count-based Exploration. | Chenjia Bai, Yang Zhang, Shuang Qiu, Qiaosheng Zhang, Kang Xu, Xuelong Li |
| 2025 | ICML | ROME is Forged in Adversity: Robust Distilled Datasets via Information Bottleneck. | Zheng Zhou, Wenquan Feng, Qiaosheng Zhang, Shuchang Lyu, Qi Zhao, Guangliang Cheng |
| 2025 | ICML | Graph Attention is Not Always Beneficial: A Theoretical Analysis of Graph Attention Mechanisms via Contextual Stochastic Block Models. | Zhongtian Ma, Qiaosheng Zhang, Bocheng Zhou, Yexin Zhang, Shuyue Hu, Zhen Wang |
| 2025 | ISIT | Community Detection for Contextual-Lsbm: Theoretical Limitations of Misclassification Rate and Efficient Algorithms. | Dian Jin, Yuqian Zhang, Qiaosheng Zhang |
| 2025 | ITW | Capacity Region for Covert Secret Key Generation over Multiple Access Channels. | Yingxin Zhang, Lin Zhou, Qiaosheng Zhang |
| 2024 | ICLR | On the Role of General Function Approximation in Offline Reinforcement Learning. | Chenjie Mao, Qiaosheng Zhang, Zhen Wang, Xuelong Li |
| 2024 | ICML | Constrained Ensemble Exploration for Unsupervised Skill Discovery. | Chenjia Bai, Rushuai Yang, Qiaosheng Zhang, Kang Xu, Yi Chen, Ting Xiao, Xuelong Li |
| 2018 | ICASSP | Practical Considerations of a BMI Application for Detecting Acute Pain Signals. | Sile Hu, Zhengdong Xiao, Qiaosheng Zhang, Louise Urien, Jing Wang, Zhe Chen |
| 2017 | ACSSC | A real-time rodent neural interface for deciphering acute pain signals from neuronal ensemble spike activity. | Sile Hu, Qiaosheng Zhang, Jing Wang, Zhe Chen |