| 2026 | AAAI | TFD-Net: Towards Intelligent Time-Frequency Mode Decomposition with Practical Applications. | Pingping Pan, Yunjian Zhang, Jinyi Liu |
| 2026 | AAAI | Key Decision-Makers in Multi-Agent Debates: Who Holds the Power? | Qian Zhang, Jinyi Liu, Yan Zheng, Hebin Liang, Lanjun Wang |
| 2026 | ISKE | ACF-DP-YOLO: Attention-Enhanced and Dual-Pyramid Fusion Network for Insulator Defect Detection. | Xibing Yang, Hui Xiong, Chong Yang, Chong Wei, Jinyi Liu, Lirong Fu |
| 2026 | WWW | AFE-Master: Enhancing LLM-Driven Autonomous Feature Engineering with Domain-Specific Language Parsing and Guided Local Search. | Hebin Liang, Jianye Hao, Jinyi Liu, Yi Ma, Zilin Cao, Jing Liang, Kun Shao, Zhaocheng Du, Fei Ni, Yifu Yuan, Yan Zheng |
| 2025 | AAAI | M²N: A Progressive Macro-to-Micro 3D Modeling Scheme for Unveiling Drug-Target Affinity. | Tianxu Lv, Jie Zhu, Jinyi Liu, Shiyun Nie, Hongnian Tian, Yang Xiao, Yuan Liu, Lihua Li, Xiang Pan |
| 2025 | ACL | War of Thoughts: Competition Stimulates Stronger Reasoning in Large Language Models. | Yibin Chen, Jinyi Liu, Yan Zheng, Yifu Yuan, Jianye Hao |
| 2025 | ACL | DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering. | Rong Cheng, Jinyi Liu, Yan Zheng, Fei Ni, Jiazhen Du, Hangyu Mao, Fuzheng Zhang, Bo Wang, Jianye Hao |
| 2025 | ICCV | RoboAnnotatorX: A Comprehensive and Universal Annotation Framework for Accurate Understanding of Long-Horizon Robot Demonstration. | Longxin Kou, Fei Ni, Yan Zheng, Peilong Han, Jinyi Liu, Haiqin Cui, Rui Liu, Jianye Hao |
| 2025 | IJCNN | Multi-Reward Fusion: Learning from Other Policies through Distillation. | Yiwen Zhu, Jinyi Liu, Wenya Wei, Zhou Fang |
| 2025 | WWW | SheetAgent: Towards a Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Models. | Yibin Chen, Yifu Yuan, Zeyu Zhang, Yan Zheng, Jinyi Liu, Fei Ni, Jianye Hao, Hangyu Mao, Fuzheng Zhang |
| 2024 | AAAI | OVD-Explorer: Optimism Should Not Be the Sole Pursuit of Exploration in Noisy Environments. | Jinyi Liu, Zhi Wang, Yan Zheng, Jianye Hao, Chenjia Bai, Junjie Ye, Zhen Wang, Haiyin Piao, Yang Sun |
| 2024 | ICLR | Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback. | Yifu Yuan, Jianye Hao, Yi Ma, Zibin Dong, Hebin Liang, Jinyi Liu, Zhixin Feng, Kai Zhao, Yan Zheng |
| 2024 | ICML | KISA: A Unified Keyframe Identifier and Skill Annotator for Long-Horizon Robotics Demonstrations. | Longxin Kou, Fei Ni, Yan Zheng, Jinyi Liu, Yifu Yuan, Zibin Dong, Jianye Hao |
| 2024 | IJCAI | ENOTO: Improving Offline-to-Online Reinforcement Learning with Q-Ensembles. | Kai Zhao, Jianye Hao, Yi Ma, Jinyi Liu, Yan Zheng, Zhaopeng Meng |
| 2024 | IJCAI | vMFER: Von Mises-Fisher Experience Resampling Based on Uncertainty of Gradient Directions for Policy Improvement. | Yiwen Zhu, Jinyi Liu, Wenya Wei, Qianyi Fu, Yujing Hu, Zhou Fang, Bo An, Jianye Hao, Tangjie Lv, Changjie Fan |
| 2023 | ICLR | EUCLID: Towards Efficient Unsupervised Reinforcement Learning with Multi-choice Dynamics Model. | Yifu Yuan, Jianye Hao, Fei Ni, Yao Mu, Yan Zheng, Yujing Hu, Jinyi Liu, Yingfeng Chen, Changjie Fan |
| 2019 | ICTAI | Deep Convolutional Neural Network Based Object Detector for X-Ray Baggage Security Imagery. | Jinyi Liu, Xiaxu Leng, Ying Liu |
| 2018 | ICCS | Recognition and Classification of Rotorcraft by Micro-Doppler Signatures Using Deep Learning. | Ying Liu, Jinyi Liu |