| 2025 | AAAI | Learning Multiple User Distributions for Recommendation via Guided Conditional Diffusion. | Cheng Wu, Liang Su, Chaokun Wang, Shaoyun Shi, Ziqian Zhang, Ziyang Liu, Wang Peng, Wenjin Wu, Peng Jiang |
| 2025 | ICDE | Effective and Scalable Heterogeneous Graph Neural Network Framework with Convolution-oriented Attention. | Ziqian Zhang, Chaokun Wang, Shuwen Zheng, Cheng Wu, Ziyang Liu, Hao Feng |
| 2025 | ICLR | Efficient Multi-agent Offline Coordination via Diffusion-based Trajectory Stitching. | Lei Yuan, Yuqi Bian, Lihe Li, Ziqian Zhang, Cong Guan, Yang Yu |
| 2025 | ICML | Learning to Reuse Policies in State Evolvable Environments. | Ziqian Zhang, Bohan Yang, Lihe Li, Yuqi Bian, Ruiqi Xue, Feng Chen, Yi-Chen Li, Lei Yuan, Yang Yu |
| 2024 | HCI | Research and Design of Interactive Performance of Confucian Music Instruments Based on VR. | Meiyu Lyu, Ziqian Zhang |
| 2024 | IJCAI | Continual Multi-Objective Reinforcement Learning via Reward Model Rehearsal. | Lihe Li, Ruotong Chen, Ziqian Zhang, Zhichao Wu, Yi-Chen Li, Cong Guan, Yang Yu, Lei Yuan |
| 2023 | AAAI | Robust Multi-Agent Coordination via Evolutionary Generation of Auxiliary Adversarial Attackers. | Lei Yuan, Ziqian Zhang, Ke Xue, Hao Yin, Feng Chen, Cong Guan, Lihe Li, Chao Qian, Yang Yu |
| 2023 | UAI | Fast Teammate Adaptation in the Presence of Sudden Policy Change. | Ziqian Zhang, Lei Yuan, Lihe Li, Ke Xue, Chengxing Jia, Cong Guan, Chao Qian, Yang Yu |
| 2022 | ISSTA | UniRLTest: universal platform-independent testing with reinforcement learning via image understanding. | Ziqian Zhang, Yulei Liu, Shengcheng Yu, Xin Li, Yexiao Yun, Chunrong Fang, Zhenyu Chen |
| 2018 | ITNAC | Wi-Fi Based Device-free Microwave Ghost Imaging Indoor Surveillance System. | Ruichen Luo, Ziqian Zhang, Xiaopeng Wang, Zihuai Lin |