| 2026 | AAAI | Optimization and Robustness-Informed Membership Inference Attacks for LLMs. | Zichen Song, Qixin Zhang, Ming Li, Yao Shu |
| 2026 | ACL | Reasoning over Precedents Alongside Statutes: Case-Augmented Deliberative Alignment for LLM Safety. | Can Jin, Rui Wu, Tong Che, Qixin Zhang, Hongwu Peng, Jiahui Zhao, Zhenting Wang, Wenqi Wei, Ligong Han, Zhao Zhang, Yuan Cao, Ruixiang Tang, Dimitris N. Metaxas |
| 2026 | ACL | Self-Reflective Generation at Test Time. | Jian Mu, Qixin Zhang, Zhiyong Wang, Menglin Yang, Shuang Qiu, Chengwei Qin, Zhongxiang Dai, Yao Shu |
| 2026 | Networking | Case for Vehicle-Edge Collaborative Multi-Sensor Data Fusion for Autonomous Vehicle Teleoperation. | Qixin Zhang, Ajay Kumar Gurumadaiah, Wei Ye, Eman Ramadan, Zhi-Li Zhang |
| 2025 | ICLR | Near-Optimal Online Learning for Multi-Agent Submodular Coordination: Tight Approximation and Communication Efficiency. | Qixin Zhang, Zongqi Wan, Yu Yang, Li Shen, Dacheng Tao |
| 2025 | ICML | Multinoulli Extension: A Lossless Yet Effective Probabilistic Framework for Subset Selection over Partition Constraints. | Qixin Zhang, Wei Huang, Can Jin, Puning Zhao, Yao Shu, Li Shen, Dacheng Tao |
| 2025 | ICML | Refining Adaptive Zeroth-Order Optimization at Ease. | Yao Shu, Qixin Zhang, Kun He, Zhongxiang Dai |
| 2025 | ICML | Contextual Bandits for Unbounded Context Distributions. | Puning Zhao, Rongfei Fan, Shaowei Wang, Li Shen, Qixin Zhang, Zong Ke, Tianhang Zheng |
| 2025 | ICML | Test-time Adaptation on Graphs via Adaptive Subgraph-based Selection and Regularized Prototypes. | Yusheng Zhao, Qixin Zhang, Xiao Luo, Junyu Luo, Wei Ju, Zhiping Xiao, Ming Zhang |
| 2023 | AISTATS | Online Learning for Non-monotone DR-Submodular Maximization: From Full Information to Bandit Feedback. | Qixin Zhang, Zengde Deng, Zaiyi Chen, Kuangqi Zhou, Haoyuan Hu, Yu Yang |
| 2023 | CIKM | Communication-Efficient Decentralized Online Continuous DR-Submodular Maximization. | Qixin Zhang, Zengde Deng, Xiangru Jian, Zaiyi Chen, Haoyuan Hu, Yu Yang |
| 2023 | CoNEXT | LEO Satellite vs. Cellular Networks: Exploring the Potential for Synergistic Integration. | Bin Hu, Xumiao Zhang, Qixin Zhang, Nitin Varyani, Z. Morley Mao, Feng Qian, Zhi-Li Zhang |
| 2023 | ICML | Nearly Optimal Competitive Ratio for Online Allocation Problems with Two-sided Resource Constraints and Finite Requests. | Qixin Zhang, Wenbing Ye, Zaiyi Chen, Haoyuan Hu, Enhong Chen, Yu Yang |
| 2022 | ICML | Stochastic Continuous Submodular Maximization: Boosting via Non-oblivious Function. | Qixin Zhang, Zengde Deng, Zaiyi Chen, Haoyuan Hu, Yu Yang |
| 2021 | ICML | Towards Better Laplacian Representation in Reinforcement Learning with Generalized Graph Drawing. | Kaixin Wang, Kuangqi Zhou, Qixin Zhang, Jie Shao, Bryan Hooi, Jiashi Feng |
| 2015 | GLOBECOM | Phase Difference Variance Based Low Complexity Spectrum Sensing Scheme. | Xuan Fu, Zhiyong Feng, Yifan Zhang, Qixin Zhang, Wenjun Xu |