西北大学主页平台管理系统 Liang Xiao--Home--Paper Publications

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[1]Xiao,Liang.Anatomical Region-Guided Contrastive Decoding: A Plug-and-Play Strategy for Mitigating Hallucinations in Medical VLMs[C].Proceedings of the AAAI Conference on Artificial Intelligence (AAAI),40(9):6871-6879
[2]Xiao,Liang.Uncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models[C].Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV),21144-21154
[3]Xiao,Liang.CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale[C].Proceedings of the 33rd ACM International Conference on Multimedia (ACM MM),2606-2615
[4]Yuxuan,An.CheXPO-v2: Preference optimization for chest X-ray VLMs with knowledge graph consistency[J].Pattern Recognition,183(115099
[5]Xiao,Liang.Divide and Conquer: Isolating Normal-Abnormal Attributes in Knowledge Graph-Enhanced Radiology Report Generation[C].Proceedings of the 32nd ACM International Conference on Multimedia (ACM MM),4967-4975
[6]Xiao,Liang.Language-Guided Visual Aggregation Network for Video Question Answering[C].Proceedings of the 31st ACM International Conference on Multimedia (ACM MM),5195-5203
[7]Xiao,Liang.Candidate-Heuristic In-Context Learning: A New Framework for Enhancing Medical Visual Question Answering with LLMs[J].Information Processing & Management,61(5):103805
[8]Xiao,Liang.Fine-grained Knowledge Fusion for Retrieval-Augmented Medical Visual Question Answering[J].Information Fusion,120(103059
[9]Bin,Jing.Multimodal prediction for radiotherapy-induced hematologic toxicity in rectal cancer patients[J].npj Precision Oncology,10(297
[10]Xiao,Liang.VideoAgent: Personalized Synthesis of Scientific Videos[C].Proceedings of the 2026 International Conference on Multimedia Retrieval (ICMR),1803-1811
[11]Zhi,Ma.Bridging Natural Language and Formal Specification - Automated Translation of Software Requirements to LTL via Hierarchical Semantics Decomposition Using LLMs[C].Proceedings of the 40th IEEE/ACM International Conference on Automated Software Engineering (ASE),1208-1220
[12]Di,Wang.Dual-Perspective Fusion Network for Aspect-Based Multimodal Sentiment Analysis[J].IEEE Transactions on Multimedia,26(4028-4038

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