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Xiao Liang.Anatomical Region-Guided Contrastive Decoding: A Plug-and-Play Strategy for Mitigating Hallucinations in Medical VLMs.Proceedings of the AAAI Conference on Artificial Intelligence (AAAI),40(9):6871-6879
Xiao Liang.Uncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models.Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV):21144-21154
Xiao Liang.CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale.Proceedings of the 33rd ACM International Conference on Multimedia (ACM MM):2606-2615
Yuxuan An.CheXPO-v2: Preference optimization for chest X-ray VLMs with knowledge graph consistency.Pattern Recognition,183:115099
Xiao Liang.Divide and Conquer: Isolating Normal-Abnormal Attributes in Knowledge Graph-Enhanced Radiology Report Generation.Proceedings of the 32nd ACM International Conference on Multimedia (ACM MM):4967-4975
Xiao Liang.Language-Guided Visual Aggregation Network for Video Question Answering.Proceedings of the 31st ACM International Conference on Multimedia (ACM MM):5195-5203
Xiao Liang.Candidate-Heuristic In-Context Learning: A New Framework for Enhancing Medical Visual Question Answering with LLMs.Information Processing & Management,61(5):103805
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