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Lifu Huang

  1. TrustLLM: Trustworthiness in Large Language Models
    2024/01/01 by Yue Huang, Huang, Yue, Lichao Sun +136 · 30 citations
    Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Privacy-Preserving Technologies in Data #Explainable Artificial Intelligence (XAI)
  2. Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning
    2019/08/31 by Lifu Huang, Ronan Le Bras, Huang, Lifu +5 · 10 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  3. Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language Models
    2024/10/04 by Haibo Wang, Wang, Haibo, Zhiyang Xu +15 · 19 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Human Pose and Action Recognition
  4. PaperRobot: Incremental Draft Generation of Scientific Ideas
    2019/05/20 by Qingyun Wang, Lifu Huang, Zhiying Jiang +4 · 1 voice · 1 citation
    Computer Science · #cs.CL #cs.AI #cs.LG
  5. InternalInspector I2: Robust Confidence Estimation in LLMs through Internal States
    2024/06/17 by Mohammad Beigi, Ying Shen, Beigi, Mohammad +17 · 7 citations
    Engineering · Mathematics · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Reservoir Engineering and Simulation Methods #Statistical Methods and Inference
  6. RoRA-VLM: Robust Retrieval-Augmented Vision Language Models
    2024/10/11 by Jingyuan Qi, Qi, Jingyuan, Zhiyang Xu +13 · 7 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  7. Vision-Flan: Scaling Human-Labeled Tasks in Visual Instruction Tuning
    2024/02/18 by Zhiyang Xu, Chao Feng, Xu, Zhiyang +15 · 5 citations
    Psychology · #Visual and Cognitive Learning Processes
  8. Visual Fourier Prompt Tuning
    2024/11/02 by Zeng, Runjia, Cheng Han, Qifan Wang +12 · 9 citations
    Computer Science · Engineering · #Neural Networks and Applications #Computer Graphics and Visualization Techniques #Advanced Optical Imaging Technologies
  9. Debate as Optimization: Adaptive Conformal Prediction and Diverse Retrieval for Event Extraction
    2024/06/18 by Sijia Wang, Lifu Huang, Wang, Sijia +1 · 5 citations
    Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Opinion Dynamics and Social Influence
  10. A Survey on Mechanistic Interpretability for Multi-Modal Foundation Models
    2025/02/22 by Zihao Lin, Lin, Zihao, Samyadeep Basu +39 · 9 citations
    Environmental Science · Engineering · #Groundwater flow and contamination studies #Dam Engineering and Safety #Tunneling and Rock Mechanics
  11. SPARTUN3D: Situated Spatial Understanding of 3D World in Large Language Models
    2024/10/04 by Yue Zhang, Zhiyang Xu, Zhang, Yue +7 · 7 citations
    Computer Science · #Natural Language Processing Techniques #Multimodal Machine Learning Applications #Speech and dialogue systems
  12. LLM Can be a Dangerous Persuader: Empirical Study of Persuasion Safety in Large Language Models
    2025/04/14 by Minqian Liu, Liu, Minqian, Zhiyang Xu +19 · 8 citations
    Computer Science · Social Sciences · #Topic Modeling #Ethics and Social Impacts of AI #Hate Speech and Cyberbullying Detection
  13. R2I-Bench: Benchmarking Reasoning-Driven Text-to-Image Generation
    2025/05/29 by Kaijie Chen, Chen, Kaijie, Zihao Lin +13 · 10 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Data Visualization and Analytics
  14. Holistic Evaluation for Interleaved Text-and-Image Generation
    2024/06/20 by Min‐Qian Liu, Zhiyang Xu, Liu, Minqian +11 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Analysis and Summarization
  15. The Art of SOCRATIC QUESTIONING: Recursive Thinking with Large Language Models
    2023/05/24 by Jingyuan Qi, Qi, Jingyuan, Zhiyang Xu +11 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  16. X-Eval: Generalizable Multi-aspect Text Evaluation via Augmented Instruction Tuning with Auxiliary Evaluation Aspects
    2023/11/15 by Min‐Qian Liu, Liu, Minqian, Ying Shen +13 · 2 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 #Text Readability and Simplification #Topic Modeling
  17. Multi-lingual Common Semantic Space Construction via Cluster-consistent Word Embedding
    2018/04/21 by Lifu Huang, Kyunghyun Cho, Huang, Lifu +7 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
  18. Many-to-many Image Generation with Auto-regressive Diffusion Models
    2024/04/03 by Ying Shen, Yizhe Zhang, Shen, Ying +9 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
  19. BLIP3o-NEXT: Next Frontier of Native Image Generation
    2025/10/17 by Jiuhai Chen, Le Xue, Chen, Jiuhai +27 · 12 citations
    Computer Science · Arts and Humanities · Biochemistry, Genetics and Molecular Biology · #Generative Adversarial Networks and Image Synthesis #Digital Humanities and Scholarship #Cell Image Analysis Techniques
  20. Multimedia Generative Script Learning for Task Planning
    2022/08/25 by Qingyun Wang, Manling Li, Wang, Qingyun +11 · 1 citation
    Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media
  21. MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design
    2024/12/20 by Jingyuan Qi, Zian Jia, Qi, Jingyuan +30 · 2 citations
    Engineering · #BIM and Construction Integration #Modular Robots and Swarm Intelligence
  22. AMELI: Enhancing Multimodal Entity Linking with Fine-Grained Attributes
    2023/05/24 by Barry Menglong Yao, Sijia Wang, Yao, Barry Menglong +13 · 1 citation
    Computer Science · #Topic Modeling #Text and Document Classification Technologies #Natural Language Processing Techniques
  23. Multimodal Instruction Tuning with Conditional Mixture of LoRA
    2024/02/24 by Ying Shen, Zhiyang Xu, Shen, Ying +9 · 1 citation
    Computer Science · #Speech and dialogue systems #Speech and Audio Processing
  24. Rethinking the Uncertainty: A Critical Review and Analysis in the Era of Large Language Models
    2024/10/26 by Mohammad Beigi, Sijia Wang, Beigi, Mohammad +20 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  25. EAVE: Efficient Product Attribute Value Extraction via Lightweight Sparse-layer Interaction
    2024/06/10 by Yang Li, Yang, Li, Qifan Wang +17 · 1 citation
    Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection
  26. Foundation Models for Autonomous Robots in Unstructured Environments
    2024/07/19 by Hossein Naderi, Alireza Shojaei, Naderi, Hossein +3 · 1 citation
    Computer Science · Engineering · #Robotic Path Planning Algorithms #Modular Robots and Swarm Intelligence
  27. Inference Compute-Optimal Video Vision Language Models
    2025/05/24 by Peiqi Wang, Wang, Peiqi, Shengyun Peng +13 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
  28. DiPT: Enhancing LLM reasoning through diversified perspective-taking
    2024/09/10 by Mahavir Dabas, Just, Hoang Anh, Lifu Huang +6 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques