PPaperPicks

Xian Wu

Tencent Youtu Lab, Jarvis Research Center, Shenzhen, China

58 papers at tracked venues · 40 at CORE A* · active 2024–2026

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Venues

ACL ×14EMNLP ×9AAAI ×7NeurIPS ×7ACM MM ×4MICCAI ×4WWW ×4IJCAI ×3CIKM ×1CVPR ×1ICCV ×1NAACL ×1SIGIR ×1SIGKDD ×1

Frequent coauthors

Zhihong Zhu
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Jingjun Yi
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Yimin Deng
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Zhengyi Zhao
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Zichuan Fu
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Derong Xu
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Qidong Liu
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Yutian Zhao
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Fan Zhang
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Huimin Wang
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Fan Xu
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Zixuan Huang
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Papers

  1. AdapTime: Enabling Adaptive Temporal Reasoning in Large Language Models
    ACL 2026 ·
    Yimin Deng
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  2. Advanced Global Wildfire Activity Modeling with Hierarchical Graph ODE
    SIGKDD 2026 ·
    Fan Xu
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  3. Beyond Surface Features: Advancing Medical Vision-Language Alignment via Dynamic Evidence-Guided Preference Optimization
    ACL 2026 ·
    Zixuan Huang
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  4. CMID: Towards Medical Visual Question Answering via Contrastive Mutual Information Decoding
    AAAI 2026 ·
    Zhihong Zhu
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  5. From Retrieval to Generation: Unifying External and Parametric Knowledge for Medical Question Answering
    WWW 2026 ·
    Lei Li
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  6. Guaranteeing Knowledge Integration with Joint Decoding for Retrieval-Augmented Generation
    ACL 2026 ·
    Zhengyi Zhao
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  7. Inflated Excellence or True Performance? Rethinking Medical Diagnostic Benchmarks with Dynamic Evaluation
    ACL 2026 ·
    Xiangxu Zhang
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  8. MultiDx: A Multi-Source Knowledge Integration Framework towards Diagnostic Reasoning
    ACL 2026 ·
    Yimin Deng
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  9. Multimodal Dual-Path Decoding for Medical Report Generation
    ACL 2026 ·
    Jinghan Sun
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  10. NeuralOM: Neural Ocean Model for Subseasonal-to-Seasonal Simulation
    AAAI 2026 ·
    Yuan Gao
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  11. S³-MSD: Large Vision-Language Model for Explainable and Generalizable Multi-modal Sarcasm Detection
    AAAI 2026 ·
    Zhihong Zhu
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  12. Tandem: Riding Together with Large and Small Language Models for Efficient Reasoning
    ACL 2026 ·
    Zichuan Fu
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  13. A Layered Debating Multi-Agent System for Similar Disease Diagnosis
    NAACL 2025 ·
    Yutian Zhao
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  14. A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs
    ACL 2025 ·
    Yimin Deng
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  15. A Survey on Foundation Language Models for Single-cell Biology
    ACL 2025 ·
    Fan Zhang
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  16. A Survey on Multi-modal Intent Recognition: Recent Advances and New Frontiers
    EMNLP 2025 ·
    Zhihong Zhu
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  17. AnchorCoT: Anchors Pave the Way for Multi-hop Reasoning
    ACL 2025 ·
    Tianshi Ming
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  18. AtlantisGS: Underwater Sparse-View Scene Reconstruction via Gaussian Splatting
    ACM MM 2025 ·
    Jingjun Yi
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  19. BrainSegDMIF: A Dynamic Fusion-enhanced SAM for Brain Lesion Segmentation
    ACM MM 2025 ·
    Hongming Wang
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  20. CMedCalc-Bench: A Fine-Grained Benchmark for Chinese Medical Calculations in LLM
    EMNLP 2025 ·
    Yunyan Zhang
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  21. Can We Trust AI Doctors? A Survey of Medical Hallucination in Large Language and Large Vision-Language Models
    ACL 2025 ·
    Zhihong Zhu
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  22. CellVerse: Do Large Language Models Really Understand Cell Biology?
    NeurIPS 2025 ·
    Fan Zhang
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  23. D-CAM: Learning Generalizable Weakly-Supervised Medical Image Segmentation from Domain-Invariant CAM
    MICCAI 2025 ·
    Jingjun Yi
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  24. D-VST: Diffusion Transformer for Pathology-Correct Tone-Controllable Cross-Dye Virtual Staining of Whole Slide Images
    NeurIPS 2025 ·
    Shurong Yang
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  25. Degradation-Aware Dynamic Schrödinger Bridge for Unpaired Image Restoration
    NeurIPS 2025 ·
    Jingjun Yi
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  26. Guiding Large Language Models for Biomedical Entity Linking via Restrictive and Contrastive Decoding
    EMNLP 2025 ·
    Zhenxi Lin
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  27. Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation
    AAAI 2025 ·
    Derong Xu
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  28. How much Medical Knowledge do LLMs have? An Evaluation of Medical Knowledge Coverage for LLMs
    WWW 2025 ·
    Ziheng Zhang
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  29. LLMEmb: Large Language Model Can Be a Good Embedding Generator for Sequential Recommendation
    AAAI 2025 ·
    Qidong Liu
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  30. Learning Generalizable Diabetic Retinopathy Grading by Decoupled State Space Decoding
    ICCV 2025 ·
    Jingjun Yi
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  31. Learning a Cross-Modal Schrödinger Bridge for Visual Domain Generalization
    NeurIPS 2025 ·
    Hao Zheng
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  32. MemeReaCon: Probing Contextual Meme Understanding in Large Vision-Language Models
    EMNLP 2025 ·
    Zhengyi Zhao
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  33. Model Merging for Knowledge Editing
    ACL 2025 ·
    Zichuan Fu
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  34. NightAdapter: Learning a Frequency Adapter for Generalizable Night-time Scene Segmentation
    CVPR 2025 ·
    Qi Bi
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  35. RRG-DPO: Direct Preference Optimization for Clinically Accurate Radiology Report Generation
    MICCAI 2025 ·
    Hong Liu
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  36. RareSyn: Health Record Synthesis for Rare Disease Diagnosis
    EMNLP 2025 ·
    Huimin Wang
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  37. T2: An Adaptive Test-Time Scaling Strategy for Contextual Question Answering
    EMNLP 2025 ·
    Zhengyi Zhao
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  38. TRACE: Temporally Reliable Anatomically-Conditioned 3D CT Generation with Enhanced Efficiency
    MICCAI 2025 ·
    Minye Shao
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  39. Think or Not? Exploring Thinking Efficiency in Large Reasoning Models via an Information-Theoretic Lens
    NeurIPS 2025 ·
    Xixian Yong
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  40. Training-free LLM Merging for Multi-task Learning
    ACL 2025 ·
    Zichuan Fu
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  41. Aspects are Anchors: Towards Multimodal Aspect-based Sentiment Analysis via Aspect-driven Alignment and Refinement
    ACM MM 2024 ·
    Zhanpeng Chen
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  42. Can LLMs Replace Clinical Doctors? Exploring Bias in Disease Diagnosis by Large Language Models
    EMNLP 2024 ·
    Yutian Zhao
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  43. Causally Debiased Time-aware Recommendation
    WWW 2024 ·
    Lei Wang
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  44. Cooper: Coordinating Specialized Agents towards a Complex Dialogue Goal
    AAAI 2024 ·
    Yi Cheng
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  45. DGLF: A Dual Graph-based Learning Framework for Multi-modal Sarcasm Detection
    EMNLP 2024 ·
    Zhihong Zhu
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  46. Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models
    CIKM 2024 ·
    Derong Xu
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  47. GraphLeak: Patient Record Leakage through Gradients with Knowledge Graph
    WWW 2024 ·
    Xi Sheryl Zhang
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  48. Guiding Clinical Reasoning with Large Language Models via Knowledge Seeds
    IJCAI 2024 ·
    Jiageng Wu
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  49. InMu-Net: Advancing Multi-modal Intent Detection via Information Bottleneck and Multi-sensory Processing
    ACM MM 2024 ·
    Zhihong Zhu
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  50. LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation
    NeurIPS 2024 ·
    Qidong Liu
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  51. MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical Journey
    NeurIPS 2024 · Xian Wu
  52. Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding
    EMNLP 2024 ·
    Derong Xu
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  53. Multivariate Cooperative Game for Image-Report Pairs: Hierarchical Semantic Alignment for Medical Report Generation
    MICCAI 2024 ·
    Zhihong Zhu
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  54. Pre-trained Online Contrastive Learning for Insurance Fraud Detection
    AAAI 2024 ·
    Rui Zhang
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  55. Safeguarding Fraud Detection from Attacks: A Robust Graph Learning Approach
    IJCAI 2024 ·
    Jiasheng Wu
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  56. TFCD: Towards Multi-modal Sarcasm Detection via Training-Free Counterfactual Debiasing
    IJCAI 2024 ·
    Zhihong Zhu
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  57. When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications
    SIGIR 2024 ·
    Qidong Liu
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  58. imapScore: Medical Fact Evaluation Made Easy
    ACL 2024 ·
    Huimin Wang
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