Baotian Hu

1. Uni-MoE: Scaling Unified Multimodal LLMs with Mixture of Experts
   2024/05/18 by Yunxin Li, Li, Yunxin, Shenyuan Jiang +13 · 28 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
2. VideoVista: A Versatile Benchmark for Video Understanding and Reasoning
   2024/06/17 by Yunxin Li, Xinyu Chen, Li, Yunxin +9 · 11 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
3. Perception, Reason, Think, and Plan: A Survey on Large Multimodal Reasoning Models
   2025/05/08 by Yunxin Li, Li, Yunxin, Zhenyu Liu +40 · 29 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Speech and dialogue systems
4. Towards Reasoning in Large Language Models via Multi-Agent Peer Review Collaboration
   2023/11/14 by Zhenran Xu, Xu, Zhenran, Senbao Shi +11 · 8 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Expert finding and Q&A systems
5. A Survey of Large Language Models Attribution
   2023/11/07 by Dongfang Li, Zetian Sun, Li, Dongfang +13 · 7 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
6. Separate the Wheat from the Chaff: Model Deficiency Unlearning via Parameter-Efficient Module Operation
   2023/08/16 by Xinshuo Hu, Hu, Xinshuo, Dongfang Li +9 · 5 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Software Engineering Research #Topic Modeling
7. KaLM-Embedding: Superior Training Data Brings A Stronger Embedding Model
   2025/01/02 by Xinshuo Hu, Zifei Shan, Hu, Xinshuo +20 · 11 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
8. An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks
   2022/10/30 by Yuxiang Wu, Wu, Yuxiang, Yu Zhao +9 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
9. Anim-Director: A Large Multimodal Model Powered Agent for Controllable Animation Video Generation
   2024/08/19 by Yunxin Li, Haoyuan Shi, Li, Yunxin +13 · 6 citations
   Computer Science · Engineering · #Artificial Intelligence in Games #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Multimedia (cs.MM)
10. VisionGraph: Leveraging Large Multimodal Models for Graph Theory Problems in Visual Context
    2024/05/08 by Yunxin Li, Li, Yunxin, Baotian Hu +9 · 5 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Multimodal Machine Learning Applications #Semantic Web and Ontologies
11. Unifying Model Explainability and Robustness for Joint Text Classification and Rationale Extraction
    2021/12/20 by Dongfang Li, Baotian Hu, Li, Dongfang +9 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning
12. FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces
    2025/01/22 by Zhenran Xu, Xu, Zhenran, Longyue Wang +17 · 5 citations
    Computer Science · Engineering · #3D Modeling in Geospatial Applications #3D Shape Modeling and Analysis #Computation and Language (cs.CL) #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #Graphics (cs.GR) #Multiagent Systems (cs.MA)
13. FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG
    2024/10/14 by Xinping Zhao, Zhao, Xinping, Yan Zhong +13 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human Pose and Action Recognition #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR)
14. Learning to Extract Coherent Summary via Deep Reinforcement Learning
    2018/04/19 by Yuxiang Wu, Baotian Hu, Wu, Yuxiang +1 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
15. Sentence Simplification with Memory-Augmented Neural Networks
    2018/04/20 by Tu Vu, Baotian Hu, Vu, Tu +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
16. In-Context Learning State Vector with Inner and Momentum Optimization
    2024/04/17 by Dongfang Li, Zhenyu Liu, Li, Dongfang +9 · 2 citations
    Engineering · Neuroscience · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Fault Detection and Control Systems
17. KaLM-Embedding-V2: Superior Training Techniques and Data Inspire A Versatile Embedding Model
    2025/06/26 by Xinping Zhao, Xinshuo Hu, Zhao, Xinping +30 · 4 citations
    Health Professions · #Artificial Intelligence in Healthcare #Computation and Language (cs.CL) #FOS: Computer and information sciences
18. VerIPO: Cultivating Long Reasoning in Video-LLMs via Verifier-Gudied Iterative Policy Optimization
    2025/05/25 by Yunxin Li, Xinyu Chen, Li, Yunxin +13 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Reinforcement Learning in Robotics
19. A Neural Divide-and-Conquer Reasoning Framework for Image Retrieval from Linguistically Complex Text
    2023/05/03 by Yunxin Li, Baotian Hu, Li, Yunxin +6 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
20. Vision Enhancing LLMs: Empowering Multimodal Knowledge Storage and Sharing in LLMs
    2023/11/27 by Yunxin Li, Li, Yunxin, Liu, Zhenyu +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
21. Cognitive Visual-Language Mapper: Advancing Multimodal Comprehension with Enhanced Visual Knowledge Alignment
    2024/02/21 by Yunxin Li, Li, Yunxin, Xinyu Chen +7 · 1 citation
    Computer Science · Health Professions · Social Sciences · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Digital Storytelling and Education #Educational Tools and Methods #FOS: Computer and information sciences #Speech and dialogue systems
22. Uni-DPO: A Unified Paradigm for Dynamic Preference Optimization of LLMs
    2025/06/11 by Peng, Shangpin, Weinong Wang, Wang, Weinong +16 · 2 citations
    Computer Science · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Recommender Systems and Techniques
23. SLAI T-Rex: Full-Parameter Post-training of the DeepSeek-V4 Family on Ascend SuperPOD
    2026/07/22 by Dongfang Li, Xiaodong Luo, Ruoyu Sun +64
    Computer Science · #cs.AI #cs.CL