Zhihong Zhu

Venues

Frequent coauthors

Papers

1. Beyond Surface Features: Advancing Medical Vision-Language Alignment via Dynamic Evidence-Guided Preference Optimization
   ACL 2026 ·

   Zixuan Huang

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2. CMID: Towards Medical Visual Question Answering via Contrastive Mutual Information Decoding
   AAAI 2026 · Zhihong Zhu
3. MMErroR: A Benchmark for Erroneous Reasoning in Vision-Language Models
   ACL 2026 ·

   Yang Shi

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4. Multimodal Dual-Path Decoding for Medical Report Generation
   ACL 2026 ·

   Jinghan Sun

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5. S³-MSD: Large Vision-Language Model for Explainable and Generalizable Multi-modal Sarcasm Detection
   AAAI 2026 · Zhihong Zhu
6. A Survey on Foundation Language Models for Single-cell Biology
   ACL 2025 ·

   Fan Zhang

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7. A Survey on Multi-modal Intent Recognition: Recent Advances and New Frontiers
   EMNLP 2025 · Zhihong Zhu
8. CMedCalc-Bench: A Fine-Grained Benchmark for Chinese Medical Calculations in LLM
   EMNLP 2025 ·

   Yunyan Zhang

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9. Can We Trust AI Doctors? A Survey of Medical Hallucination in Large Language and Large Vision-Language Models
   ACL 2025 · Zhihong Zhu
10. CellVerse: Do Large Language Models Really Understand Cell Biology?
    NeurIPS 2025 ·

    Fan Zhang

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11. D2O: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models
    ICLR 2025 ·

    Zhongwei Wan

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12. DisPose: Disentangling Pose Guidance for Controllable Human Image Animation
    ICLR 2025 ·

    Hongxiang Li

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13. HTML: Hierarchical Topology Multi-task Learning for Semantic Parsing in Knowledge Base Question Answering
    ACL 2025 ·

    Aziguli Wulamu

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14. Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation
    AAAI 2025 ·

    Derong Xu

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15. MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation?
    NeurIPS 2025 ·

    Zhaorun Chen

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16. PgM: Partitioner Guided Modal Learning Framework
    ACM MM 2025 ·

    Guimin Hu

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17. RTE-GMoE: A Model-agnostic Approach for Relation Triplet Extraction via Graph-based Mixture-of-Expert Mutual Learning
    EMNLP 2025 ·

    Aziguli Wulamu

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18. UniCoTT: A Unified Framework for Structural Chain-of-Thought Distillation
    ICLR 2025 ·

    Xianwei Zhuang

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19. VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification
    CVPR 2025 ·

    Xianwei Zhuang

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20. Aligner²: Enhancing Joint Multiple Intent Detection and Slot Filling via Adjustive and Forced Cross-Task Alignment
    AAAI 2024 · Zhihong Zhu
21. Aspects are Anchors: Towards Multimodal Aspect-based Sentiment Analysis via Aspect-driven Alignment and Refinement
    ACM MM 2024 ·

    Zhanpeng Chen

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22. Audio-text Retrieval with Transformer-based Hierarchical Alignment and Disentangled Cross-modal Representation
    InterSpeech 2024 ·

    Yifei Xin

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23. AutoPRM: Automating Procedural Supervision for Multi-Step Reasoning via Controllable Question Decomposition
    NAACL 2024 ·

    Zhaorun Chen

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24. Code-Switching Can be Better Aligners: Advancing Cross-Lingual SLU through Representation-Level and Prediction-Level Alignment
    ACL 2024 · Zhihong Zhu
25. Cyclical Contrastive Learning Based on Geodesic for Zero-shot Cross-lingual Spoken Language Understanding
    ACL 2024 ·

    Xuxin Cheng

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26. DGLF: A Dual Graph-based Learning Framework for Multi-modal Sarcasm Detection
    EMNLP 2024 · Zhihong Zhu
27. Dance with Labels: Dual-Heterogeneous Label Graph Interaction for Multi-intent Spoken Language Understanding
    WSDM 2024 · Zhihong Zhu
28. DiffATR: Diffusion-based Generative Modeling for Audio-Text Retrieval
    InterSpeech 2024 ·

    Yifei Xin

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29. Dual-oriented Disentangled Network with Counterfactual Intervention for Multimodal Intent Detection
    EMNLP 2024 ·

    Zhanpeng Chen

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30. Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models
    CIKM 2024 ·

    Derong Xu

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31. Exploiting Auxiliary Caption for Video Grounding
    AAAI 2024 ·

    Hongxiang Li

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32. GPA: Global and Prototype Alignment for Audio-Text Retrieval
    InterSpeech 2024 ·

    Yuxin Xie

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33. Game on Tree: Visual Hallucination Mitigation via Coarse-to-Fine View Tree and Game Theory
    EMNLP 2024 ·

    Xianwei Zhuang

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34. InMu-Net: Advancing Multi-modal Intent Detection via Information Bottleneck and Multi-sensory Processing
    ACM MM 2024 · Zhihong Zhu
35. KDProR: A Knowledge-Decoupling Probabilistic Framework for Video-Text Retrieval
    ECCV 2024 ·

    Xianwei Zhuang

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36. LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Inference
    EMNLP 2024 ·

    Zhongwei Wan

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37. Learning to Match Representations is Better for End-to-End Task-Oriented Dialog System
    EMNLP 2024 ·

    Wanshi Xu

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38. MOAT: Graph Prompting for 3D Molecular Graphs
    CIKM 2024 ·

    Qingqing Long

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39. MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical Journey
    NeurIPS 2024 ·

    Xian Wu

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40. Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding
    EMNLP 2024 ·

    Derong Xu

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41. MoBA: Mixture of Bi-directional Adapter for Multi-modal Sarcasm Detection
    ACM MM 2024 ·

    Yifeng Xie

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42. MoE-SLU: Towards ASR-Robust Spoken Language Understanding via Mixture-of-Experts
    ACL 2024 ·

    Xuxin Cheng

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43. Multivariate Cooperative Game for Image-Report Pairs: Hierarchical Semantic Alignment for Medical Report Generation
    MICCAI 2024 · Zhihong Zhu
44. PIXEL: Prompt-based Zero-shot Hashing via Visual and Textual Semantic Alignment
    CIKM 2024 ·

    Zeyu Dong

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45. Relevance Is a Guiding Light: Relevance-aware Adaptive Learning for End-to-end Task-oriented Dialogue System
    EMNLP 2024 ·

    Zhanpeng Chen

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46. SaLa: Scenario-aware Label Graph Interaction for Multi-intent Spoken Language Understanding
    CIKM 2024 · Zhihong Zhu
47. TFCD: Towards Multi-modal Sarcasm Detection via Training-Free Counterfactual Debiasing
    IJCAI 2024 · Zhihong Zhu
48. Textual Inversion and Self-supervised Refinement for Radiology Report Generation
    MICCAI 2024 ·

    Yuanjiang Luo

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49. Towards Multi-Intent Spoken Language Understanding via Hierarchical Attention and Optimal Transport
    AAAI 2024 ·

    Xuxin Cheng

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50. Towards Multimodal-augmented Pre-trained Language Models via Self-balanced Expectation-Maximization Iteration
    ACM MM 2024 ·

    Xianwei Zhuang

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51. UniMEEC: Towards Unified Multimodal Emotion Recognition and Emotion Cause
    EMNLP 2024 ·

    Guimin Hu

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52. What are the Generator Preferences for End-to-end Task-Oriented Dialog System?
    EMNLP 2024 ·

    Wanshi Xu

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53. XMeCap: Meme Caption Generation with Sub-Image Adaptability
    ACM MM 2024 ·

    Yuyan Chen

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