| 2025 | EMNLP | Beyond Dynamic Quantization: An Efficient Static Hierarchical Mix-precision Framework for Near-Lossless LLM Compression. | Yi Zhang, Kai Zhang, Zheyang Li, Wenming Tan, Ye Ren, Jilin Hu |
| 2025 | EMNLP | 1+1\ensuremath>2: A Synergistic Sparse and Low-Rank Compression Method for Large Language Models. | Zeliang Zong, Kai Zhang, Zheyang Li, Wenming Tan, Ye Ren, Yiyan Zhai, Jilin Hu |
| 2023 | CVPR | Bit-shrinking: Limiting Instantaneous Sharpness for Improving Post-training Quantization. | Chen Lin, Bo Peng, Zheyang Li, Wenming Tan, Ye Ren, Jun Xiao, Shiliang Pu |
| 2023 | CVPR | Language Adaptive Weight Generation for Multi-Task Visual Grounding. | Wei Su, Peihan Miao, Huanzhang Dou, Gaoang Wang, Liang Qiao, Zheyang Li, Xi Li |
| 2023 | ICCV | Bridging Cross-task Protocol Inconsistency for Distillation in Dense Object Detection. | Longrong Yang, Xianpan Zhou, Xuewei Li, Liang Qiao, Zheyang Li, Ziwei Yang, Gaoang Wang, Xi Li |
| 2023 | ICCV | Learning Symmetry-Aware Geometry Correspondences for 6D Object Pose Estimation. | Heng Zhao, Shenxing Wei, Dahu Shi, Wenming Tan, Zheyang Li, Ye Ren, Xing Wei, Yi Yang, Shiliang Pu |
| 2021 | BMVC | UWC: Unit-wise Calibration Towards Rapid Network Compression. | Chen Lin, Zheyang Li, Bo Peng, Wenming Tan, Ye Ren, Shiliang Pu |
| 2020 | AAAI | Towards Accurate Low Bit-Width Quantization with Multiple Phase Adaptations. | Zhaoyi Yan, Yemin Shi, Yaowei Wang, Mingkui Tan, Zheyang Li, Wenming Tan, Yonghong Tian |
| 2018 | ECCV | Extreme Network Compression via Filter Group Approximation. | Bo Peng, Wenming Tan, Zheyang Li, Shun Zhang, Di Xie, Shiliang Pu |