publications

2026

  1. Preprint
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    MedEmoBench: Revealing and Mitigating Emotion-Induced Inconsistency in Medical Vision-Language Models
    Minh Khoi Ho, Omar Abdelshafi Mohamed, Xinyue Bi, and 4 more authors
    Under review, 2026
    PDF
  2. COLM
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    Can Induced Emotion Bias LLM Behaviors in Sequential Decision Making?
    Minh Khoi Ho, Zihao Zhu, Runchuan Zhu, and 4 more authors
    In Third Conference on Language Modeling, 2026
    PDF
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    Attention-Based Prototype Calibration for Multi-rater Few-Shot Medical Image Segmentation
    Truong Vu, Minh Khoi Ho, and Yutong Xie
    In International Conference on Medical Image Computing and Computer-Assisted Intervention, 2026
    PDF
  4. CVPR
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    Beyond the Global Scores: Fine-Grained Token Grounding as a Robust Detector of LVLM Hallucinations
    Tuan Dung Nguyen, Minh Khoi Ho, Qi Chen, and 8 more authors
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2026
    PDF PAGE
  5. CVPR
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    Overthinking Causes Hallucination: Tracing Confounder Propagation in Vision Language Models
    Abin Shoby, Ta Duc Huy, Tuan Dung Nguyen, and 6 more authors
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2026
    PDF PAGE

2025

  1. IJCAI
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    Localizing Before Answering: A Hallucination Evaluation Benchmark for Grounded Medical Multimodal LLMs
    Dung Nguyen*, Minh Khoi Ho*, Huy Ta, and 11 more authors
    2025
    PDF PAGE

2024

  1. CVPR
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    TrafficVLM: A controllable visual language model for traffic video captioning
    Quang Minh Dinh, Minh Khoi Ho, Anh Quan Dang, and 1 more author
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
    PDF PAGE