| 2026 | ACL | RL-PLUS: Countering Capability Boundary Collapse of LLMs in Reinforcement Learning with Hybrid-policy Optimization. | Yihong Dong, Xue Jiang, Yongding Tao, Huanyu Liu, Kechi Zhang, Lili Mou, Rongyu Cao, Yingwei Ma, Jue Chen, Binhua Li, Zhi Jin, Fei Huang, Yongbin Li, Ge Li |
| 2026 | ACL | EvoCoT: Overcoming the Exploration Bottleneck in Reinforcement Learning for LLMs. | Huanyu Liu, Jia Li, Yihong Dong, Chang Yu, Taozhi Chen, Lecheng Wang, Yongding Tao, Bin Gu, Ge Li |
| 2026 | ICPR | LLM-Guided Exploration for Sample-Efficient UAV Navigation. | Xianan Xie, Junbao Li, Yuanyuan Sheng, Huanyu Liu |
| 2025 | AAAI | Cross-Spectral Gaussian Splatting with Spatial Occupancy Consistency. | Haipeng Guo, Huanyu Liu, Jiazheng Wen, Junbao Li |
| 2025 | ICASSP | Towards Differential Optimization: Rehearsal-Free Class-Incremental Learning with Slow Learners and Fast Adapters. | Yinghong Chen, Huanjia Zhu, Jieyi Cai, Huanyu Liu, Jun Liang, Bingzhi Chen |
| 2025 | ICSE | ROCODE: Integrating Backtracking Mechanism and Program Analysis in Large Language Models for Code Generation. | Xue Jiang, Yihong Dong, Yongding Tao, Huanyu Liu, Zhi Jin, Ge Li |
| 2025 | MICCAI | PerioDet: Large-Scale Panoramic Radiograph Benchmark for Clinical-Oriented Apical Periodontitis Detection. | Xiaocheng Fang, Jieyi Cai, Huanyu Liu, Chengju Zhou, Minhua Lu, Bingzhi Chen |
| 2024 | ACL | Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language Models. | Yihong Dong, Xue Jiang, Huanyu Liu, Zhi Jin, Bin Gu, Mengfei Yang, Ge Li |
| 2024 | ACL | DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories. | Jia Li, Ge Li, Yunfei Zhao, Yongmin Li, Huanyu Liu, Hao Zhu, Lecheng Wang, Kaibo Liu, Zheng Fang, Lanshen Wang, Jiazheng Ding, Xuanming Zhang, Yuqi Zhu, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li, Bin Gu, Mengfei Yang |
| 2024 | ACML | Enhancing DETRs for Small Object Detection via Multi-Scale Refinement and Query-Aided Mining. | Sisi Fu, Zhiming Chen, Xiaocheng Fang, Jieyi Cai, Huanyu Liu, Huosheng Wen, Bingzhi Chen |
| 2022 | IJCNN | Topic Model on Microblog with Dual-Streams Graph Convolution Networks. | Haocheng Wang, Ruifang He, Huanyu Liu, Chenhao Wu, Bo Wang |
| 2021 | CIKM | SCMGR: Using Social Context and Multi-Granularity Relations for Unsupervised Social Summarization. | Huanyu Liu, Ruifang He, Liangliang Zhao, Haocheng Wang, Ruifang Wang |
| 2021 | DASFAA | SCHC: Incorporating Social Contagion and Hashtag Consistency for Topic-Oriented Social Summarization. | Ruifang He, Huanyu Liu, Liangliang Zhao |
| 2021 | ICRA | VIC-Net: Voxelization Information Compensation Network for Point Cloud 3D Object Detection. | Tianyuan Jiang, Nan Song, Huanyu Liu, Ruihao Yin, Ye Gong, Jian Yao |
| 2020 | COLING | TWEETSUM: Event oriented Social Summarization Dataset. | Ruifang He, Liangliang Zhao, Huanyu Liu |
| 2020 | CVPR | High-Order Information Matters: Learning Relation and Topology for Occluded Person Re-Identification. | Guan'an Wang, Shuo Yang, Huanyu Liu, Zhicheng Wang, Yang Yang, Shuliang Wang, Gang Yu, Erjin Zhou, Jian Sun |
| 2019 | CVPR | An End-To-End Network for Panoptic Segmentation. | Huanyu Liu, Chao Peng, Changqian Yu, Jingbo Wang, Xu Liu, Gang Yu, Wei Jiang |
| 2019 | IM | Towards robust controller placement in software-defined networks against links failure. | Li Li, Nana Du, Huanyu Liu, Ruifang Zhang, Chaobo Yan |