| 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 | Beyond Chunking: Discourse-Aware Hierarchical Retrieval for Long Document Question Answering. | Huiyao Chen, Yi Yang, Yinghui Li, Meishan Zhang, Baotian Hu, Min Zhang |
| 2026 | ACL | ToolOmni: Enabling Open-World Tool Use via Agentic learning with Proactive Retrieval and Grounded Execution. | Shouzheng Huang, 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 | WindowsWorld: A Process-Centric Benchmark of Autonomous GUI Agents in Professional Cross-Application Environments. | Jinchao Li, Yunxin Li, Chenrui Zhao, Zhenran Xu, Baotian Hu, Min Zhang |
| 2026 | ACL | UniMoE-Audio: Unified Speech and Music Generation with Dynamic-Capacity Mixture-of-Experts. | Zhenyu Liu, Yunxin Li, Xuanyu Zhang, Qixun Teng, Shenyuan Jiang, Xinyu Chen, Haoyuan Shi, Haolan Chen, Fanbo Meng, Mingjun Zhao, Yu Xu, Yancheng He, Baotian Hu, Haizhou Li, Min Zhang |
| 2026 | ACL | Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs. | Zhenyu Liu, Xuanyu Zhang, Yunxin Li, Qixun Teng, Shenyuan Jiang, Haolan Chen, Mingjun Zhao, Fanbo Meng, Yu Xu, Yancheng He, Baotian Hu, Haizhou Li, Min Zhang |
| 2026 | ACL | Structured Episodic Event Memory. | Zhengxuan Lu, Dongfang Li, Yukun Shi, Beilun Wang, Longyue Wang, Baotian Hu |
| 2026 | ACL | MSVBench: Towards Human-Level Evaluation of Multi-Shot Video Generation. | Haoyuan Shi, Yunxin Li, Nanhao Deng, Zhenran Xu, Xinyu Chen, Longyue Wang, Baotian Hu, Min Zhang |
| 2026 | ACL | ComfyFlow: Benchmarking LLMs for AIGC Workflow Generation. | Zhenran Xu, Yiyu Wang, Yunxin Li, Muyang Ye, Xue Yang, Kai Chen, Longyue Wang, Weihua Luo, Baotian Hu, Min Zhang |
| 2026 | ACL | ComfyUI-R1: Exploring Reasoning Models for Workflow Generation. | Zhenran Xu, Yiyu Wang, Xue Yang, Longyue Wang, Weihua Luo, Kaifu Zhang, Baotian Hu, Min Zhang |
| 2026 | ACL | Less Languages, Less Tokens: An Efficient Unified Logic Cross-lingual Chain-of-Thought Reasoning Framework. | Chenyuan Zhang, Qiguang Chen, Xie Chen, Zhuotao Tian, Bowen Xing, Meishan Zhang, Libo Qin, Baotian Hu, Min Zhang |
| 2026 | ACL | Learning to Extract Rational Evidence via Reinforcement Learning for Retrieval-Augmented Generation. | Xinping Zhao, Shouzheng Huang, Yan Zhong, Xinshuo Hu, Meishan Zhang, Baotian Hu, Min Zhang |
| 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 | ACL | VideoVista-CulturalLingo: 360° Horizons-Bridging Cultures, Languages, and Domains in Video Comprehension. | Xinyu Chen, Yunxin Li, Haoyuan Shi, Baotian Hu, Wenhan Luo, Yaowei Wang, Min Zhang |
| 2025 | ACL | A Unified Agentic Framework for Evaluating Conditional Image Generation. | Jifang Wang, Yangxue, Longyue Wang, Zhenran Xu, Yiyu Wang, Yaowei Wang, Weihua Luo, Kaifu Zhang, Baotian Hu, Min Zhang |
| 2025 | ACL | ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow Development. | Zhenran Xu, Xue Yang, Yiyu Wang, Qingli Hu, Zijiao Wu, Longyue Wang, Weihua Luo, Kaifu Zhang, Baotian Hu, Min Zhang |
| 2025 | CIKM | Advancing Temporal Sensitive Question Answering through Progressive Multi-Step Reflection. | Ziyang Chen, Erxue Min, Xiang Zhao, Yunxin Li, Xin Jia, Jinzhi Liao, Shuaiqiang Wang, Baotian Hu, Dawei Yin |
| 2025 | NAACL | MeKB-Sim: Personal Knowledge Base-Powered Multi-Agent Simulation. | Zhenran Xu, Jifang Wang, Baotian Hu, Longyue Wang, 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 |
| 2025 | SiggraphA | AniMaker: Multi-Agent Animated Storytelling with MCTS-Driven Clip Generation. | Haoyuan Shi, Yunxin Li, Xinyu Chen, Longyue Wang, 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 | Cognitive Visual-Language Mapper: Advancing Multimodal Comprehension with Enhanced Visual Knowledge Alignment. | Yunxin Li, Xinyu Chen, Baotian Hu, Haoyuan Shi, 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 | COLING | A Multimodal In-Context Tuning Approach for E-Commerce Product Description Generation. | Yunxin Li, Baotian Hu, Wenhan Luo, Lin Ma, Yuxin Ding, Min Zhang |
| 2024 | COLING | Generative Multimodal Entity Linking. | Senbao Shi, Zhenran Xu, Baotian Hu, Min Zhang |
| 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 | MultiSkill: Evaluating Large Multimodal Models for Fine-grained Alignment Skills. | Zhenran Xu, Senbao Shi, Baotian Hu, Longyue Wang, 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 | ICML | VisionGraph: Leveraging Large Multimodal Models for Graph Theory Problems in Visual Context. | Yunxin Li, Baotian Hu, Haoyuan Shi, Wei Wang, Longyue Wang, Min Zhang |
| 2024 | ICWS | Enhancing Attributed Graph Networks with Alignment and Uniformity Constraints for Session-based Recommendation. | Xinping Zhao, Chaochao Chen, Jiajie Su, Yizhao Zhang, Baotian Hu |
| 2024 | SiggraphA | Anim-Director: A Large Multimodal Model Powered Agent for Controllable Animation Video Generation. | Yunxin Li, Haoyuan Shi, Baotian Hu, Longyue Wang, Jiashun Zhu, Jinyi Xu, Zhen Zhao, Min Zhang |
| 2024 | SiggraphA | FilmAgent: Automating Virtual Film Production Through a Multi-Agent Collaborative Framework. | Zhenran Xu, Jifang Wang, Longyue Wang, Zhouyi Li, Senbao Shi, Baotian Hu, Min Zhang |
| 2023 | AAAI | Improving Biomedical Entity Linking with Cross-Entity Interaction. | Zhenran Xu, Yulin Chen, Baotian Hu |
| 2023 | ACL | A Multi-Modal Context Reasoning Approach for Conditional Inference on Joint Textual and Visual Clues. | Yunxin Li, Baotian Hu, Xinyu Chen, Yuxin Ding, Lin Ma, Min Zhang |
| 2023 | ACL | A Neural Divide-and-Conquer Reasoning Framework for Image Retrieval from Linguistically Complex Text. | Yunxin Li, Baotian Hu, Yuxin Ding, Lin Ma, Min Zhang |
| 2023 | EMNLP | Revisiting Sparse Retrieval for Few-shot Entity Linking. | Yulin Chen, Zhenran Xu, Baotian Hu, Min Zhang |
| 2023 | EMNLP | ExplainCPE: A Free-text Explanation Benchmark of Chinese Pharmacist Examination. | Dongfang Li, Jindi Yu, Baotian Hu, Zhenran Xu, Min Zhang |
| 2023 | EMNLP | A Read-and-Select Framework for Zero-shot Entity Linking. | Zhenran Xu, Yulin Chen, Baotian Hu, Min Zhang |
| 2023 | ICASSP | HITSZ TMG at ICASSP 2023 SPGC Shared Task: Leveraging Pre-Training and Distillation Method for Title Generation with Limited Resource. | Tianxiao Xu, Zihao Zheng, Xinshuo Hu, Zetian Sun, Yu Zhao, Baotian Hu |
| 2023 | IJCAI | PPAT: Progressive Graph Pairwise Attention Network for Event Causality Identification. | Zhenyu Liu, Baotian Hu, Zhenran Xu, Min Zhang |
| 2023 | WSDM | Hansel: A Chinese Few-Shot and Zero-Shot Entity Linking Benchmark. | Zhenran Xu, Zifei Shan, Yuxin Li, Baotian Hu, Bing Qin |
| 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 |
| 2022 | EMNLP | An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks. | Yuxiang Wu, Yu Zhao, Baotian Hu, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel |
| 2022 | ICASSP | Multi-Role Event Argument Extraction as Machine Reading Comprehension with Argument Match Optimization. | Jingcong Tao, Youcheng Pan, Xinyu Li, Baotian Hu, Weihua Peng, Cuiyun Han, Xiaolong Wang |
| 2022 | IJCAI | Enhancing Entity Representations with Prompt Learning for Biomedical Entity Linking. | Tiantian Zhu, Yang Qin, Qingcai Chen, Baotian Hu, Yang Xiang |
| 2022 | KDD | Medical Dialogue Response Generation with Pivotal Information Recalling. | Yu Zhao, Yunxin Li, Yuxiang Wu, Baotian Hu, Qingcai Chen, Xiaolong Wang, Yuxin Ding, Min Zhang |
| 2021 | ACL | Multi-hop Graph Convolutional Network with High-order Chebyshev Approximation for Text Reasoning. | Shuoran Jiang, Qingcai Chen, Xin Liu, Baotian Hu, Lisai Zhang |
| 2021 | ICASSP | A Large-Scale Chinese Long-Text Extractive Summarization Corpus. | Kai Chen, Guanyu Fu, Qingcai Chen, Baotian Hu |
| 2021 | ICONIP | Enriching BERT With Knowledge Graph Embedding For Industry Classification. | Shiyue Wang, Youcheng Pan, Zhenran Xu, Baotian Hu, Xiaolong Wang |
| 2020 | COLING | MedWriter: Knowledge-Aware Medical Text Generation. | Youcheng Pan, Qingcai Chen, Weihua Peng, Xiaolong Wang, Baotian Hu, Xin Liu, Junying Chen, Wenxiu Zhou |
| 2020 | EMNLP | Towards Medical Machine Reading Comprehension with Structural Knowledge and Plain Text. | Dongfang Li, Baotian Hu, Qingcai Chen, Weihua Peng, Anqi Wang |
| 2020 | ICASSP | Learning to Generate Diverse Questions from Keywords. | Youcheng Pan, Baotian Hu, Qingcai Chen, Yang Xiang, Xiaolong Wang |
| 2018 | AAAI | Learning to Extract Coherent Summary via Deep Reinforcement Learning. | Yuxiang Wu, Baotian Hu |
| 2018 | NAACL | Sentence Simplification with Memory-Augmented Neural Networks. | Tu Vu, Baotian Hu, Tsendsuren Munkhdalai, Hong Yu |
| 2015 | ACL | Context-Dependent Translation Selection Using Convolutional Neural Network. | Baotian Hu, Zhaopeng Tu, Zhengdong Lu, Hang Li, Qingcai Chen |
| 2015 | ACL | Answer Sequence Learning with Neural Networks for Answer Selection in Community Question Answering. | Xiaoqiang Zhou, Baotian Hu, Qingcai Chen, Buzhou Tang, Xiaolong Wang |
| 2015 | EMNLP | LCSTS: A Large Scale Chinese Short Text Summarization Dataset. | Baotian Hu, Qingcai Chen, Fangze Zhu |
| 2015 | ICONIP | An Auto-Encoder for Learning Conversation Representation Using LSTM. | Xiaoqiang Zhou, Baotian Hu, Qingcai Chen, Xiaolong Wang |