| 2026 | AAAI | Efficient Thought Space Exploration Through Strategic Intervention. | Ziheng Li, Hengyi Cai, Xiaochi Wei, Yuchen Li, Shuaiqiang Wang, Zhi-Hong Deng, Dawei Yin |
| 2026 | AAAI | Beyond Step Pruning: Information Theory Based Step-level Optimization for Self-Refining Large Language Models. | Jinman Zhao, Erxue Min, Hui Wu, Ziheng Li, Zexu Sun, Hengyi Cai, Shuaiqiang Wang, Xu Chen, Gerald Penn |
| 2026 | ACL | Outcome-Grounded Advantage Reshaping for Fine-Grained Credit Assignment in Mathematical Reasoning. | Ziheng Li, Liu Kang, Feng Xiao, Luxi Xing, Qingyi Si, Zhuoran Li, Weikang Gong, Deqing Yang, Yanghua Xiao, Hongcheng Guo |
| 2026 | KSEM | Industrial Anomaly Detection via Multi-view Image Attention Fusion. | Yujie Wang, Xufei Zhuang, Ting Du, Ziheng Li, Gan-qi-qi-ge Cha, Qing-Dao-Er-Ji Ren, Yuanyuan Zhi, Jie Lv, Yupeng Zhao |
| 2025 | CHI | Interactively Assisting Glaucoma Diagnosis with an Expert Knowledge-Distilled Vision Transformer. | Ziheng Li, Haowen Wei, Kuang Sun, Leyi Cui, David Li, Steven Feiner, Kaveri A. Thakoor |
| 2025 | ECAI | Keyword-Centric Prompting for One-Shot Event Detection with Self-Generated Rationale Enhancements. | Ziheng Li, Zhi-Hong Deng |
| 2025 | IJCNN | Wavelet Transform and Convolution Combined Network for Unsupervised Anomaly Detection. | Yujie Wang, Xufei Zhuang, Ting Du, Ziheng Li, Qing-Dao-Er-Ji Ren, Xiaoqiang Wang, Na Liu, Nier Wu |
| 2025 | VTC | Joint AP Mode Selection and Power Control for Network-Assisted Full-Duplex Cell-Free Massive MIMO. | Jinfeng He, Ziheng Li, Tong Wang, Lin Gao, Yufei Jiang |
| 2025 | VTC | A Modified Expectation Maximization Semi-Blind Channel Estimation for Symbiotic Cell-Free Massive MIMO. | Zhen Yang, Ziheng Li, Tong Wang, Lin Gao, Yufei Jiang |
| 2024 | ECCV | ControlLLM: Augment Language Models with Tools by Searching on Graphs. | Zhaoyang Liu, Zeqiang Lai, Zhangwei Gao, Erfei Cui, Ziheng Li, Xizhou Zhu, Lewei Lu, Qifeng Chen, Yu Qiao, Jifeng Dai, Wenhai Wang |
| 2024 | ECCV | Distilling Knowledge from Large-Scale Image Models for Object Detection. | Gang Li, Wenhai Wang, Xiang Li, Ziheng Li, Jian Yang, Jifeng Dai, Yu Qiao, Shanshan Zhang |
| 2024 | ICLR | ADDP: Learning General Representations for Image Recognition and Generation with Alternating Denoising Diffusion Process. | Changyao Tian, Chenxin Tao, Jifeng Dai, Hao Li, Ziheng Li, Lewei Lu, Xiaogang Wang, Hongsheng Li, Gao Huang, Xizhou Zhu |
| 2023 | ACL | Dual-Alignment Pre-training for Cross-lingual Sentence Embedding. | Ziheng Li, Shaohan Huang, Zihan Zhang, Zhi-Hong Deng, Qiang Lou, Haizhen Huang, Jian Jiao, Furu Wei, Weiwei Deng, Qi Zhang |
| 2023 | ICPADS | Effective Severity Assessment of Parkinson's Disease using Wearable Sensors in Free-living IoT Environment. | Ziheng Li, Yuting Zhao, Jun Qi, Xulong Wang, Yun Yang, Po Yang |
| 2022 | CVPR | Alleviating Representational Shift for Continual Fine-tuning. | Shibo Jie, Zhi-Hong Deng, Ziheng Li |
| 2018 | ICNC | Preliminary Study: an Efficient Solving Algorithm for Determining the Exact Sampling Condition of Limited-Angle CT Reconstruction. | Ziheng Li, Wenkun Zhang, Lei Li, Yanmin Sun, Chaoyan Gao, Bin Yan, Linyuan Wang |