| 2026 | AAAI | Improving Value-based Process Verifier via Low-Cost Variance Reduction. | Zetian Sun, Dongfang Li, Baotian Hu, Min Zhang |
| 2026 | ACL | Dynamic Long Context Reasoning over Compressed Memory via End-to-End Reinforcement Learning. | Zhuoen Chen, Dongfang Li, Meishan Zhang, Baotian Hu, Min Zhang |
| 2026 | ACL | LycheeCluster: Efficient Long-Context Inference with Structure-Aware Chunking and Hierarchical KV Indexing. | Dongfang Li, Zixuan Liu, Gang Lin, Baotian Hu, Min Zhang |
| 2026 | ACL | Structured Episodic Event Memory. | Zhengxuan Lu, Dongfang Li, Yukun Shi, Beilun Wang, Longyue Wang, Baotian Hu |
| 2025 | AAAI | CMT: A Memory Compression Method for Continual Knowledge Learning of Large Language Models. | Dongfang Li, Zetian Sun, Xinshuo Hu, Baotian Hu, Min Zhang |
| 2025 | NAACL | FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG. | Xinping Zhao, Yan Zhong, Zetian Sun, Xinshuo Hu, Zhenyu Liu, Dongfang Li, Baotian Hu, Min Zhang |
| 2024 | AAAI | Separate the Wheat from the Chaff: Model Deficiency Unlearning via Parameter-Efficient Module Operation. | Xinshuo Hu, Dongfang Li, Baotian Hu, Zihao Zheng, Zhenyu Liu, Min Zhang |
| 2024 | ACL | Temporal Knowledge Question Answering via Abstract Reasoning Induction. | Ziyang Chen, Dongfang Li, Xiang Zhao, Baotian Hu, Min Zhang |
| 2024 | ACL | Improving Attributed Text Generation of Large Language Models via Preference Learning. | Dongfang Li, Zetian Sun, Baotian Hu, Zhenyu Liu, Xinshuo Hu, Xuebo Liu, Min Zhang |
| 2024 | COLING | Does the Generator Mind Its Contexts? An Analysis of Generative Model Faithfulness under Context Transfer. | Xinshuo Hu, Dongfang Li, Xiaoguang Li, Yuxiang Wu, Lifeng Shang, Baotian Hu |
| 2024 | EMNLP | TruthReader: Towards Trustworthy Document Assistant Chatbot with Reliable Attribution. | Dongfang Li, Xinshuo Hu, Zetian Sun, Baotian Hu, Shaolin Ye, Zifei Shan, Qian Chen, Min Zhang |
| 2024 | EMNLP | Take Off the Training Wheels! Progressive In-Context Learning for Effective Alignment. | Zhenyu Liu, Dongfang Li, Xinshuo Hu, Xinping Zhao, Yibin Chen, Baotian Hu, Min Zhang |
| 2024 | EMNLP | SEER: Self-Aligned Evidence Extraction for Retrieval-Augmented Generation. | Xinping Zhao, Dongfang Li, Yan Zhong, Boren Hu, Yibin Chen, Baotian Hu, Min Zhang |
| 2024 | EMNLP | Medico: Towards Hallucination Detection and Correction with Multi-source Evidence Fusion. | Xinping Zhao, Jindi Yu, Zhenyu Liu, Jifang Wang, Dongfang Li, Yibin Chen, Baotian Hu, Min Zhang |
| 2024 | IJCNN | A Real-Time Unmanned Aerial Vehicle (UAV) Aerial Image Object Detection Model. | Li Tan, Zikang Liu, He Liu, Dongfang Li, Chen Zhang |
| 2024 | QRS | Research of Military Cyber Operation Forensic and Analysis in Russia-Ukraine Conflict. | Shiyu Liu, Dongfang Li, Guang Yang, Mingyue Su, Wei Shen |
| 2023 | EMNLP | ExplainCPE: A Free-text Explanation Benchmark of Chinese Pharmacist Examination. | Dongfang Li, Jindi Yu, Baotian Hu, Zhenran Xu, Min Zhang |
| 2023 | IJCNLP | Enhancing Open-Domain Table Question Answering via Syntax- and Structure-aware Dense Retrieval. | Nengzheng Jin, Dongfang Li, Junying Chen, Joanna Siebert, Qingcai Chen |
| 2022 | AAAI | Diaformer: Automatic Diagnosis via Symptoms Sequence Generation. | Junying Chen, Dongfang Li, Qingcai Chen, Wenxiu Zhou, Xin Liu |
| 2022 | AAAI | Unifying Model Explainability and Robustness for Joint Text Classification and Rationale Extraction. | Dongfang Li, Baotian Hu, Qingcai Chen, Tujie Xu, Jingcong Tao, Yunan Zhang |
| 2022 | COLING | Prompt-based Text Entailment for Low-Resource Named Entity Recognition. | Dongfang Li, Baotian Hu, Qingcai Chen |
| 2022 | EMNLP | Calibration Meets Explanation: A Simple and Effective Approach for Model Confidence Estimates. | Dongfang Li, Baotian Hu, Qingcai Chen |
| 2021 | ICONIP | FHTC: Few-Shot Hierarchical Text Classification in Financial Domain. | Anqi Wang, Qingcai Chen, Dongfang Li |
| 2021 | QRS | (Semi) automatic Assertion Generation from Controlled Chinese Natural Language: A Practice in Aerospace Industry. | Shiyu Liu, Dongfang Li, Yasha Chen, Guang Yang |
| 2021 | QRS | Application Research of Formal Verification in Aerospace FPGA. | Shiyu Liu, Dongfang Li, Wei Shen, Zhihao Wang, Guang Yang, Xiaojing Song |
| 2020 | EMNLP | Towards Medical Machine Reading Comprehension with Structural Knowledge and Plain Text. | Dongfang Li, Baotian Hu, Qingcai Chen, Weihua Peng, Anqi Wang |
| 2020 | ISPA | Hardware Implementation of Security Association Lookup Device Based on RAM. | Dongfang Li, Yasha Chen, Shuai Zhang, Wei Shen, Guang Yang |
| 2019 | QRS | Formal Verification Technology for Asynchronous Communication Protocol. | Yayun Hu, Dongfang Li |
| 2019 | QRS | A Noval Method of Security Verification for JTAG Protection Function. | Dongfang Li, Wei Shen, Zhihao Wang |
| 2018 | COLING | LCQMC: A Large-scale Chinese Question Matching Corpus. | Xin Liu, Qingcai Chen, Chong Deng, Huajun Zeng, Jing Chen, Dongfang Li, Buzhou Tang |
| 2015 | DAC | Adaptive characterization and emulation of delay-based physical unclonable functions using statistical models. | Teng Xu, Dongfang Li, Miodrag Potkonjak |
| 2014 | FPL | A secure and unclonable embedded system using instruction-level PUF authentication. | Jason Xin Zheng, Dongfang Li, Miodrag Potkonjak |
| 2012 | UIC | HeapDefender: A Mechanism of Defending Embedded Systems against Heap Overflow via Hardware. | Dongfang Li, Zhenglin Liu, Yizhi Zhao |