| 2026 | ACL | MemSearcher: Iterative Memory Integration for Search Agent via End-to-End Reinforcement Learning. | Qianhao Yuan, Jie Lou, Zichao Li, Jiawei Chen, Yaojie Lu, Hongyu Lin, Le Sun, Debing Zhang, Xianpei Han |
| 2026 | CHIIR | The Bayesian Storyteller: An Interactive System for Human-AI Collaborative Pitch Book Narrative Generation. | Zichao Li |
| 2026 | WACV | From Downhill to Slalom: A Multi-Period Probabilistic Framework for Adaptive Snow Management in Alpine Ski Racing. | Zichao Li |
| 2026 | WACV | Probabilistic Scene Graph Prompting: Uncertainty-Aware Structured Reasoning in Multimodal LLMs. | Zichao Li |
| 2025 | ACL | READoc: A Unified Benchmark for Realistic Document Structured Extraction. | Zichao Li, Aizier Abulaiti, Yaojie Lu, Xuanang Chen, Jia Zheng, Hongyu Lin, Xianpei Han, Shanshan Jiang, Bin Dong, Le Sun |
| 2025 | ACL | AutoAlign: Get Your LLM Aligned with Minimal Annotations. | Xinyu Lu, Dong Xu, Chunkang Zhang, Xinyan Guan, Junxiang Wang, Qingyu Zhang, Pengbo Wang, Yingzhi Mao, Hao Xiang, Xueru Wen, Zichao Li, Yaojie Lu, Hongyu Lin, Le Sun, Xianpei Han |
| 2025 | ACL | Cheems: A Practical Guidance for Building and Evaluating Chinese Reward Models from Scratch. | Xueru Wen, Jie Lou, Zichao Li, Yaojie Lu, XingYu, Yuqiu Ji, Guohai Xu, Hongyu Lin, Ben He, Xianpei Han, Le Sun, Debing Zhang |
| 2025 | CVPR | Revolutionizing Drug Discovery: Integrating Spatial Transcriptomics with Advanced Computer Vision Techniques. | Zichao Li, Shiqing Qiu, Zong Ke |
| 2025 | EMNLP | WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation. | Rabiul Awal, Mahsa Massoud, Aarash Feizi, Zichao Li, Suyuchen Wang, Christopher Pal, Aishwarya Agrawal, David Vzquez, Siva Reddy, Juan A. Rodrguez, Perouz Taslakian, Spandana Gella, Sai Rajeswar |
| 2025 | ICCV | MCL for MLLMs: Benchmarking Forgetting in Task-Incremental Multimodal Learning. | Zichao Li |
| 2025 | ICLR | From Isolated Conversations to Hierarchical Schemas: Dynamic Tree Memory Representation for LLMs. | Alireza Rezazadeh, Zichao Li, Wei Wei, Yujia Bao |
| 2025 | ICLR | BigDocs: An Open Dataset for Training Multimodal Models on Document and Code Tasks. | Juan A. Rodrguez, Xiangru Jian, Siba Smarak Panigrahi, Tianyu Zhang, Aarash Feizi, Abhay Puri, Akshay Kalkunte Suresh, Franois Savard, Ahmed Masry, Shravan Nayak, Rabiul Awal, Mahsa Massoud, Amirhossein Abaskohi, Zichao Li, Suyuchen Wang, Pierre-Andr Nol, Mats Leon Richter, Saverio Vadacchino, Shubham Agarwal, Sanket Biswas, et al. |
| 2025 | ICML | The Devil Is in the Details: Tackling Unimodal Spurious Correlations for Generalizable Multimodal Reward Models. | Zichao Li, Xueru Wen, Jie Lou, Yuqiu Ji, Yaojie Lu, Xianpei Han, Debing Zhang, Le Sun |
| 2025 | MICCAI | Anti-forgetting Test-Time Adaptation for Robust Medical Image Analysis Under Distribution Shift. | Zhenyu Wu, Shiyu Chen, Zichao Li, Junkai Huang, Kang Chen, Zhen Qiao, Ming Li, Tengfei Shi, Xuehao Wang |
| 2024 | EMNLP | Seg2Act: Global Context-aware Action Generation for Document Logical Structuring. | Zichao Li, Shaojie He, Meng Liao, Xuanang Chen, Yaojie Lu, Hongyu Lin, Yanxiong Lu, Xianpei Han, Le Sun |
| 2023 | ACL | f-Divergence Minimization for Sequence-Level Knowledge Distillation. | Yuqiao Wen, Zichao Li, Wenyu Du, Lili Mou |
| 2023 | EMNLP | Evaluating Dependencies in Fact Editing for Language Models: Specificity and Implication Awareness. | Zichao Li, Ines Arous, Siva Reddy, Jackie Chi Kit Cheung |
| 2023 | ICML | Tied-Augment: Controlling Representation Similarity Improves Data Augmentation. | Emirhan Kurtulus, Zichao Li, Yann N. Dauphin, Ekin Dogus Cubuk |
| 2022 | AAAI | Text Revision By On-the-Fly Representation Optimization. | Jingjing Li, Zichao Li, Tao Ge, Irwin King, Michael R. Lyu |
| 2022 | ACL | Using Interactive Feedback to Improve the Accuracy and Explainability of Question Answering Systems Post-Deployment. | Zichao Li, Prakhar Sharma, Xing Han L, Jackie Chi Kit Cheung, Siva Reddy |
| 2022 | SEKE | WasmFuzzer: A Fuzzer for WasAssembly Virtual Machines. | Bo Jiang, Zichao Li, Yuhe Huang, Zhenyu Zhang, W. K. Chan |
| 2021 | EMNLP | BFClass: A Backdoor-free Text Classification Framework. | Zichao Li, Dheeraj Mekala, Chengyu Dong, Jingbo Shang |
| 2021 | ICCV | Can Shape Structure Features Improve Model Robustness under Diverse Adversarial Settings? | Mingjie Sun, Zichao Li, Chaowei Xiao, Haonan Qiu, Bhavya Kailkhura, Mingyan Liu, Bo Li |
| 2020 | ICML | Towards Adaptive Residual Network Training: A Neural-ODE Perspective. | Chengyu Dong, Liyuan Liu, Zichao Li, Jingbo Shang |
| 2019 | ACL | EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit Editing. | Yue Dong, Zichao Li, Mehdi Rezagholizadeh, Jackie Chi Kit Cheung |
| 2019 | ACL | Decomposable Neural Paraphrase Generation. | Zichao Li, Xin Jiang, Lifeng Shang, Qun Liu |
| 2018 | EMNLP | Paraphrase Generation with Deep Reinforcement Learning. | Zichao Li, Xin Jiang, Lifeng Shang, Hang Li |