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Hao Fei

University of Oxford, Department of Computer Science, Big Data Institute and OATML, Oxford, UK

70 papers at tracked venues · 62 at CORE A* · active 2024–2026

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Venues

ACM MM ×13ACL ×11NeurIPS ×10AAAI ×8EMNLP ×7ICML ×6CVPR ×4ICCV ×4WWW ×3ICLR ×2NAACL ×1SIGIR ×1

Frequent coauthors

Li Zheng
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Shengqiong Wu
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Bobo Li
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Jundong Xu
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Jinggui Liang
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Jinlan Fu
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Qi Xu
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Han Zhang
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Meng Luo
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Haidong Xu
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Kaihang Pan
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Yu Zhao
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Papers

  1. DragNeXt: Rethinking Drag-Based Image Editing
    AAAI 2026 ·
    Yuan Zhou
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  2. Dynamic Emotion and Personality Profiling for Multimodal Deception Detection
    ACL 2026 ·
    Li Zheng
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  3. Orthogonal Spatial-temporal Distributional Transfer for 4D Generation
    AAAI 2026 ·
    Wei Liu
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  4. Taming Actor-Observer Asymmetry in Agents via Dialectical Alignment
    ACL 2026 ·
    Bobo Li
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  5. Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework
    ACL 2025 ·
    Jundong Xu
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  6. CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs
    ICLR 2025 ·
    Jinlan Fu
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  7. CLEAR: A Framework Enabling Large Language Models to Discern Confusing Legal Paragraphs
    EMNLP 2025 ·
    Qi Xu
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  8. CogMAEC'25: The 1st Workshop on Cognition-oriented Multimodal Affective and Empathetic Computing
    ACM MM 2025 · Hao Fei
  9. Combating Multimodal LLM Hallucination via Bottom-Up Holistic Reasoning
    AAAI 2025 ·
    Shengqiong Wu
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  10. David vs. Goliath: Cost-Efficient Financial QA via Cascaded Multi-Agent Reasoning
    EMNLP 2025 ·
    Chenghao Liu
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  11. Derm1M: A Million-Scale Vision-Language Dataset Aligned with Clinical Ontology Knowledge for Dermatology
    ICCV 2025 ·
    Siyuan Yan
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  12. Enhancing Hyperbole and Metaphor Detection with Their Bidirectional Dynamic Interaction and Emotion Knowledge
    ACL 2025 ·
    Li Zheng
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  13. FormFactory: An Interactive Benchmarking Suite for Multimodal Form-Filling Agents
    ACM MM 2025 ·
    Bobo Li
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  14. From Data Deluge to Data Curation: A Filtering-WoRA Paradigm for Efficient Text-based Person Search
    WWW 2025 ·
    Jintao Sun
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  15. InTriage: Intelligent Telephone Triage in Pre-Hospital Emergency Care
    EMNLP 2025 ·
    Kai He
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  16. Iris: Breaking GUI Complexity with Adaptive Focus and Self-Refining
    ICCV 2025 ·
    Zhiqi Ge
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  17. JavisGPT: A Unified Multi-modal LLM for Sounding-Video Comprehension and Generation
    NeurIPS 2025 ·
    Kai Liu
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  18. LEAF-Mamba: Local Emphatic and Adaptive Fusion State Space Model for RGB-D Salient Object Detection
    ACM MM 2025 ·
    Lanhu Wu
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  19. Learning 4D Panoptic Scene Graph Generation from Rich 2D Visual Scene
    CVPR 2025 ·
    Shengqiong Wu
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  20. MCM-DPO: Multifaceted Cross-Modal Direct Preference Optimization for Alt-text Generation
    ACM MM 2025 ·
    Jinlan Fu
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  21. MuSLR: Multimodal Symbolic Logical Reasoning
    NeurIPS 2025 ·
    Jundong Xu
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  22. Multi-Granular Multimodal Clue Fusion for Meme Understanding
    AAAI 2025 ·
    Li Zheng
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  23. On Path to Multimodal Generalist: General-Level and General-Bench
    ICML 2025 · Hao Fei
  24. PhysSplat: Efficient Physics Simulation for 3D Scenes via MLLM-Guided Gaussian Splatting
    ICCV 2025 ·
    Haoyu Zhao
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  25. The ACM Multimedia 2025 Grand Challenge of Avatar-based Multimodal Empathetic Conversation
    ACM MM 2025 ·
    Han Zhang
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  26. The ACM Multimedia 2025 Grand Challenge of Multimodal Conversational Aspect-based Sentiment Analysis
    ACM MM 2025 ·
    Meng Luo
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  27. Towards Multimodal Empathetic Response Generation: A Rich Text-Speech-Vision Avatar-based Benchmark
    WWW 2025 ·
    Han Zhang
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  28. Towards Semantic Equivalence of Tokenization in Multimodal LLM
    ICLR 2025 ·
    Shengqiong Wu
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  29. Universal Scene Graph Generation
    CVPR 2025 ·
    Shengqiong Wu
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  30. VEGAS: Towards Visually Explainable and Grounded Artificial Social Intelligence
    AAAI 2025 ·
    Hao Li
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  31. ViTCoT: Video-Text Interleaved Chain-of-Thought for Boosting Video Understanding in Large Language Models
    ACM MM 2025 ·
    Yongheng Zhang
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  32. VimoRAG: Video-based Retrieval-augmented 3D Motion Generation for Motion Language Models
    NeurIPS 2025 ·
    Haidong Xu
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  33. VistaDPO: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models
    ICML 2025 ·
    Haojian Huang
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  34. Watch Out Your Album! On the Inadvertent Privacy Memorization in Multi-Modal Large Language Models
    ICML 2025 ·
    Tianjie Ju
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  35. When Words Smile: Generating Diverse Emotional Facial Expressions from Text
    EMNLP 2025 ·
    Haidong Xu
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  36. Where, What, Why: Towards Explainable Driver Attention Prediction
    ICCV 2025 ·
    Yuchen Zhou
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  37. A Survey of Ontology Expansion for Conversational Understanding
    EMNLP 2024 ·
    Jinggui Liang
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  38. Actively Learn from LLMs with Uncertainty Propagation for Generalized Category Discovery
    NAACL 2024 ·
    Jinggui Liang
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  39. ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models
    NeurIPS 2024 ·
    Mingrui Wu
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  40. De-fine: Decomposing and Refining Visual Programs with Auto-Feedback
    ACM MM 2024 ·
    Minghe Gao
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  41. Divide and Conquer: Legal Concept-guided Criminal Court View Generation
    EMNLP 2024 ·
    Qi Xu
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  42. Dysen-VDM: Empowering Dynamics-Aware Text-to-Video Diffusion with LLMs
    CVPR 2024 · Hao Fei
  43. EmpathyEar: An Open-source Avatar Multimodal Empathetic Chatbot
    ACL 2024 · Hao Fei
  44. Faithful Logical Reasoning via Symbolic Chain-of-Thought
    ACL 2024 ·
    Jundong Xu
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  45. From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning and Beyond
    ACM MM 2024 · Hao Fei
  46. Guided Knowledge Generation with Language Models for Commonsense Reasoning
    EMNLP 2024 ·
    Xiao Wei
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  47. Harnessing Holistic Discourse Features and Triadic Interaction for Sentiment Quadruple Extraction in Dialogues
    AAAI 2024 ·
    Bobo Li
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  48. I3: Intent-Introspective Retrieval Conditioned on Instructions
    SIGIR 2024 ·
    Kaihang Pan
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  49. Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction
    AAAI 2024 ·
    Kangkang Lu
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  50. LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding, Reasoning, and Planning
    CVPR 2024 ·
    Sijin Chen
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  51. MMLSCU: A Dataset for Multi-modal Multi-domain Live Streaming Comment Understanding
    WWW 2024 ·
    Zixiang Meng
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  52. Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning
    ICML 2024 ·
    Long Qian
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  53. NExT-GPT: Any-to-Any Multimodal LLM
    ICML 2024 ·
    Shengqiong Wu
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  54. OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding
    NeurIPS 2024 ·
    Tao Zhang
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  55. PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysis
    ACM MM 2024 ·
    Meng Luo
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  56. ProtT3: Protein-to-Text Generation for Text-based Protein Understanding
    ACL 2024 ·
    Zhiyuan Liu
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  57. RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation
    NeurIPS 2024 ·
    Changli Wu
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  58. Recognizing Everything from All Modalities at Once: Grounded Multimodal Universal Information Extraction
    ACL 2024 ·
    Meishan Zhang
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  59. Reverse Multi-Choice Dialogue Commonsense Inference with Graph-of-Thought
    AAAI 2024 ·
    Li Zheng
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  60. Revisiting Structured Sentiment Analysis as Latent Dependency Graph Parsing
    ACL 2024 ·
    Chengjie Zhou
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  61. Self-Adaptive Fine-grained Multi-modal Data Augmentation for Semi-supervised Muti-modal Coreference Resolution
    ACM MM 2024 ·
    Li Zheng
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  62. SpeechEE: A Novel Benchmark for Speech Event Extraction
    ACM MM 2024 ·
    Bin Wang
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  63. Synergistic Dual Spatial-aware Generation of Image-to-text and Text-to-image
    NeurIPS 2024 ·
    Yu Zhao
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  64. Synergizing Large Language Models and Pre-Trained Smaller Models for Conversational Intent Discovery
    ACL 2024 ·
    Jinggui Liang
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  65. The ACM Multimedia 2024 Viual Spatial Description Grand Challenge
    ACM MM 2024 ·
    Yu Zhao
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  66. Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration
    NeurIPS 2024 ·
    Kaihang Pan
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  67. Unified Generative and Discriminative Training for Multi-modal Large Language Models
    NeurIPS 2024 ·
    Wei Chow
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  68. Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition
    ICML 2024 · Hao Fei
  69. Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing
    NeurIPS 2024 · Hao Fei
  70. XNLP: An Interactive Demonstration System for Universal Structured NLP
    ACL 2024 · Hao Fei