PPaperPicks

Xian Wu

Tencent Youtu Lab, Jarvis Research Center, Shenzhen, China

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

DBLP profile ↗ORCID 0000-0003-1118-9710 ↗Homepage ↗

Venues

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

Frequent coauthors

Yefeng Zheng
×46
Zhihong Zhu
×18
Xiangyu Zhao
×12
Yunyan Zhang
×11
Zhenxi Lin
×9
Yejing Wang
×8
Derong Xu
×8
Huimin Wang
×8
Yutian Zhao
×8
Zichuan Fu
×7
Ziheng Zhang
×7
Hao Zheng
×7

Papers

  1. AdapTime: Enabling Adaptive Temporal Reasoning in Large Language Models
    ACL 2026 ·
    Yimin Deng
    ,
    Yejing Wang
    ,
    Zhenxi Lin
    ,
    Zichuan Fu
    ,
    Guoshuai Zhao
    ,
    Derong Xu
    ,
    Yefeng Zheng
    ,
    Xiangyu Zhao
    , Xian Wu,
    Li Zhu
    ,
    Xueming Qian
  2. Advanced Global Wildfire Activity Modeling with Hierarchical Graph ODE
    SIGKDD 2026 ·
    Fan Xu
    ,
    Wei Gong
    ,
    Hao Wu
    ,
    Lilan Peng
    ,
    Nan Wang
    ,
    Qingsong Wen
    , Xian Wu,
    Kun Wang
    ,
    Xibin Zhao
  3. Beyond Surface Features: Advancing Medical Vision-Language Alignment via Dynamic Evidence-Guided Preference Optimization
    ACL 2026 ·
    Zixuan Huang
    ,
    Zhihong Zhu
    ,
    Xiaolong Liu
    ,
    Yanchao Hao
    ,
    Manman Zhang
    ,
    Zheng Wei
    ,
    Bowen Xing
    , Xian Wu,
    Ye Li
    ,
    Fen Miao
    ,
    Yefeng Zheng
  4. CMID: Towards Medical Visual Question Answering via Contrastive Mutual Information Decoding
    AAAI 2026 ·
    Zhihong Zhu
    ,
    Yunyan Zhang
    ,
    Fan Zhang
    ,
    Bowen Xing
    , Xian Wu
  5. From Retrieval to Generation: Unifying External and Parametric Knowledge for Medical Question Answering
    WWW 2026 ·
    Lei Li
    ,
    Xiao Zhou
    ,
    Yingying Zhang
    , Xian Wu
  6. Guaranteeing Knowledge Integration with Joint Decoding for Retrieval-Augmented Generation
    ACL 2026 ·
    Zhengyi Zhao
    ,
    Shubo Zhang
    ,
    Zezhong Wang
    ,
    Yuxi Zhang
    ,
    Huimin Wang
    ,
    Yutian Zhao
    ,
    Yefeng Zheng
    ,
    Binyang Li
    ,
    Kam-Fai Wong
    , Xian Wu
  7. Inflated Excellence or True Performance? Rethinking Medical Diagnostic Benchmarks with Dynamic Evaluation
    ACL 2026 ·
    Xiangxu Zhang
    ,
    Lei Li
    ,
    Yanyun Zhou
    ,
    Xiao Zhou
    ,
    Yingying Zhang
    , Xian Wu
  8. MultiDx: A Multi-Source Knowledge Integration Framework towards Diagnostic Reasoning
    ACL 2026 ·
    Yimin Deng
    ,
    Zhenxi Lin
    ,
    Yejing Wang
    ,
    Guoshuai Zhao
    ,
    Pengyue Jia
    ,
    Zichuan Fu
    ,
    Derong Xu
    ,
    Yefeng Zheng
    ,
    Xiangyu Zhao
    ,
    Li Zhu
    , Xian Wu,
    Xueming Qian
  9. Multimodal Dual-Path Decoding for Medical Report Generation
    ACL 2026 ·
    Jinghan Sun
    ,
    Dong Wei
    ,
    Zhihong Zhu
    ,
    Yuyang Xue
    ,
    Steven McDonagh
    , Xian Wu
  10. NeuralOM: Neural Ocean Model for Subseasonal-to-Seasonal Simulation
    AAAI 2026 ·
    Yuan Gao
    ,
    Hao Wu
    ,
    Fan Xu
    ,
    Yanfei Xiang
    ,
    Ruijian Gou
    ,
    Ruiqi Shu
    ,
    Qingsong Wen
    , Xian Wu,
    Kun Wang
    ,
    Xiaomeng Huang
  11. S³-MSD: Large Vision-Language Model for Explainable and Generalizable Multi-modal Sarcasm Detection
    AAAI 2026 ·
    Zhihong Zhu
    ,
    Fan Zhang
    ,
    Yunyan Zhang
    ,
    Jinghan Sun
    ,
    Guimin Hu
    ,
    Hao Wu
    ,
    Yuyan Chen
    ,
    Bowen Xing
    , Xian Wu
  12. Tandem: Riding Together with Large and Small Language Models for Efficient Reasoning
    ACL 2026 ·
    Zichuan Fu
    , Xian Wu,
    Guojing Li
    ,
    Yejing Wang
    ,
    Yijun Chen
    ,
    Zihao Zhao
    ,
    Yixuan Luo
    ,
    Hanyu Yan
    ,
    Yefeng Zheng
    ,
    Xiangyu Zhao
  13. A Layered Debating Multi-Agent System for Similar Disease Diagnosis
    NAACL 2025 ·
    Yutian Zhao
    ,
    Huimin Wang
    ,
    Yefeng Zheng
    , Xian Wu
  14. A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs
    ACL 2025 ·
    Yimin Deng
    ,
    Yuxia Wu
    ,
    Yejing Wang
    ,
    Guoshuai Zhao
    ,
    Li Zhu
    ,
    Qidong Liu
    ,
    Derong Xu
    ,
    Zichuan Fu
    , Xian Wu,
    Yefeng Zheng
    ,
    Xiangyu Zhao
    ,
    Xueming Qian
  15. A Survey on Foundation Language Models for Single-cell Biology
    ACL 2025 ·
    Fan Zhang
    ,
    Hao Chen
    ,
    Zhihong Zhu
    ,
    Ziheng Zhang
    ,
    Zhenxi Lin
    ,
    Ziyue Qiao
    ,
    Yefeng Zheng
    , Xian Wu
  16. A Survey on Multi-modal Intent Recognition: Recent Advances and New Frontiers
    EMNLP 2025 ·
    Zhihong Zhu
    ,
    Fan Zhang
    ,
    Yunyan Zhang
    ,
    Jinghan Sun
    ,
    Zhiqi Huang
    ,
    Qingqing Long
    ,
    Bowen Xing
    , Xian Wu
  17. AnchorCoT: Anchors Pave the Way for Multi-hop Reasoning
    ACL 2025 ·
    Tianshi Ming
    , Xian Wu,
    Yingying Zhang
    ,
    Zichuan Fu
    ,
    Dawei Cheng
  18. AtlantisGS: Underwater Sparse-View Scene Reconstruction via Gaussian Splatting
    ACM MM 2025 ·
    Jingjun Yi
    ,
    Qi Bi
    ,
    Hao Zheng
    ,
    Huimin Huang
    ,
    Haolan Zhan
    ,
    Yixian Shen
    ,
    Wei Ji
    ,
    Yawen Huang
    ,
    Yuexiang Li
    , Xian Wu,
    Yefeng Zheng
  19. BrainSegDMIF: A Dynamic Fusion-enhanced SAM for Brain Lesion Segmentation
    ACM MM 2025 ·
    Hongming Wang
    ,
    Yifeng Wu
    ,
    Huimin Huang
    ,
    Hongtao Wu
    ,
    Jiaxuan Jiang
    ,
    Xiaodong Zhang
    ,
    Hao Zheng
    ,
    Yawen Huang
    , Xian Wu,
    Yefeng Zheng
    ,
    Jinping Xu
    ,
    Jing Cheng
  20. CMedCalc-Bench: A Fine-Grained Benchmark for Chinese Medical Calculations in LLM
    EMNLP 2025 ·
    Yunyan Zhang
    ,
    Zhihong Zhu
    , Xian Wu
  21. Can We Trust AI Doctors? A Survey of Medical Hallucination in Large Language and Large Vision-Language Models
    ACL 2025 ·
    Zhihong Zhu
    ,
    Yunyan Zhang
    ,
    Xianwei Zhuang
    ,
    Fan Zhang
    ,
    Zhongwei Wan
    ,
    Yuyan Chen
    ,
    Qingqing Long
    ,
    Yefeng Zheng
    , Xian Wu
  22. CellVerse: Do Large Language Models Really Understand Cell Biology?
    NeurIPS 2025 ·
    Fan Zhang
    ,
    Tianyu Liu
    ,
    Zhihong Zhu
    ,
    Hao Wu
    ,
    Haixin Wang
    ,
    Donghao Zhou
    ,
    Yefeng Zheng
    ,
    Kun Wang
    , Xian Wu,
    Pheng-Ann Heng
  23. D-CAM: Learning Generalizable Weakly-Supervised Medical Image Segmentation from Domain-Invariant CAM
    MICCAI 2025 ·
    Jingjun Yi
    ,
    Qi Bi
    ,
    Hao Zheng
    ,
    Haolan Zhan
    ,
    Wei Ji
    ,
    Huimin Huang
    ,
    Yuexiang Li
    ,
    Shaoxin Li
    , Xian Wu,
    Yefeng Zheng
    ,
    Feiyue Huang
  24. D-VST: Diffusion Transformer for Pathology-Correct Tone-Controllable Cross-Dye Virtual Staining of Whole Slide Images
    NeurIPS 2025 ·
    Shurong Yang
    ,
    Dong Wei
    ,
    Yihuang Hu
    ,
    Qiong Peng
    ,
    Hong Liu
    ,
    Yawen Huang
    , Xian Wu,
    Yefeng Zheng
    ,
    Liansheng Wang
  25. Degradation-Aware Dynamic Schrödinger Bridge for Unpaired Image Restoration
    NeurIPS 2025 ·
    Jingjun Yi
    ,
    Qi Bi
    ,
    Hao Zheng
    ,
    Huimin Huang
    ,
    Yixian Shen
    ,
    Haolan Zhan
    ,
    Wei Ji
    ,
    Yawen Huang
    ,
    Yuexiang Li
    , Xian Wu,
    Yefeng Zheng
  26. Guiding Large Language Models for Biomedical Entity Linking via Restrictive and Contrastive Decoding
    EMNLP 2025 ·
    Zhenxi Lin
    ,
    Ziheng Zhang
    ,
    Jian Wu
    ,
    Yefeng Zheng
    , Xian Wu
  27. Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation
    AAAI 2025 ·
    Derong Xu
    ,
    Xinhang Li
    ,
    Ziheng Zhang
    ,
    Zhenxi Lin
    ,
    Zhihong Zhu
    ,
    Zhi Zheng
    , Xian Wu,
    Xiangyu Zhao
    ,
    Tong Xu
    ,
    Enhong Chen
  28. How much Medical Knowledge do LLMs have? An Evaluation of Medical Knowledge Coverage for LLMs
    WWW 2025 ·
    Ziheng Zhang
    ,
    Zhenxi Lin
    ,
    Yefeng Zheng
    , Xian Wu
  29. LLMEmb: Large Language Model Can Be a Good Embedding Generator for Sequential Recommendation
    AAAI 2025 ·
    Qidong Liu
    , Xian Wu,
    Wanyu Wang
    ,
    Yejing Wang
    ,
    Yuanshao Zhu
    ,
    Xiangyu Zhao
    ,
    Feng Tian
    ,
    Yefeng Zheng
  30. Learning Generalizable Diabetic Retinopathy Grading by Decoupled State Space Decoding
    ICCV 2025 ·
    Jingjun Yi
    ,
    Qi Bi
    ,
    Hao Zheng
    ,
    Haolan Zhan
    ,
    Wei Ji
    ,
    Huimin Huang
    ,
    Yuexiang Li
    , Xian Wu,
    Yefeng Zheng
  31. Learning a Cross-Modal Schrödinger Bridge for Visual Domain Generalization
    NeurIPS 2025 ·
    Hao Zheng
    ,
    Jingjun Yi
    ,
    Qi Bi
    ,
    Huimin Huang
    ,
    Haolan Zhan
    ,
    Yawen Huang
    ,
    Yuexiang Li
    , Xian Wu,
    Yefeng Zheng
  32. MemeReaCon: Probing Contextual Meme Understanding in Large Vision-Language Models
    EMNLP 2025 ·
    Zhengyi Zhao
    ,
    Shubo Zhang
    ,
    Yuxi Zhang
    ,
    Yanxi Zhao
    ,
    Yifan Zhang
    ,
    Zezhong Wang
    ,
    Huimin Wang
    ,
    Yutian Zhao
    ,
    Bin Liang
    ,
    Yefeng Zheng
    ,
    Binyang Li
    ,
    Kam-Fai Wong
    , Xian Wu
  33. Model Merging for Knowledge Editing
    ACL 2025 ·
    Zichuan Fu
    , Xian Wu,
    Guojing Li
    ,
    Yingying Zhang
    ,
    Yefeng Zheng
    ,
    Tianshi Ming
    ,
    Yejing Wang
    ,
    Wanyu Wang
    ,
    Xiangyu Zhao
  34. NightAdapter: Learning a Frequency Adapter for Generalizable Night-time Scene Segmentation
    CVPR 2025 ·
    Qi Bi
    ,
    Jingjun Yi
    ,
    Huimin Huang
    ,
    Hao Zheng
    ,
    Haolan Zhan
    ,
    Yawen Huang
    ,
    Yuexiang Li
    , Xian Wu,
    Yefeng Zheng
  35. RRG-DPO: Direct Preference Optimization for Clinically Accurate Radiology Report Generation
    MICCAI 2025 ·
    Hong Liu
    ,
    Dong Wei
    ,
    Zhe Xu
    , Xian Wu,
    Yefeng Zheng
    ,
    Liansheng Wang
  36. RareSyn: Health Record Synthesis for Rare Disease Diagnosis
    EMNLP 2025 ·
    Huimin Wang
    ,
    Yutian Zhao
    ,
    Yefeng Zheng
    , Xian Wu
  37. T2: An Adaptive Test-Time Scaling Strategy for Contextual Question Answering
    EMNLP 2025 ·
    Zhengyi Zhao
    ,
    Shubo Zhang
    ,
    Zezhong Wang
    ,
    Huimin Wang
    ,
    Yutian Zhao
    ,
    Bin Liang
    ,
    Yefeng Zheng
    ,
    Binyang Li
    ,
    Kam-Fai Wong
    , Xian Wu
  38. TRACE: Temporally Reliable Anatomically-Conditioned 3D CT Generation with Enhanced Efficiency
    MICCAI 2025 ·
    Minye Shao
    ,
    Xingyu Miao
    ,
    Haoran Duan
    ,
    Zeyu Wang
    ,
    Jingkun Chen
    ,
    Yawen Huang
    , Xian Wu,
    Jingjing Deng
    ,
    Yang Long
    ,
    Yefeng Zheng
  39. Think or Not? Exploring Thinking Efficiency in Large Reasoning Models via an Information-Theoretic Lens
    NeurIPS 2025 ·
    Xixian Yong
    ,
    Xiao Zhou
    ,
    Yingying Zhang
    ,
    Jinlin Li
    ,
    Yefeng Zheng
    , Xian Wu
  40. Training-free LLM Merging for Multi-task Learning
    ACL 2025 ·
    Zichuan Fu
    , Xian Wu,
    Yejing Wang
    ,
    Wanyu Wang
    ,
    Shanshan Ye
    ,
    Hongzhi Yin
    ,
    Yi Chang
    ,
    Yefeng Zheng
    ,
    Xiangyu Zhao
  41. Aspects are Anchors: Towards Multimodal Aspect-based Sentiment Analysis via Aspect-driven Alignment and Refinement
    ACM MM 2024 ·
    Zhanpeng Chen
    ,
    Zhihong Zhu
    ,
    Wanshi Xu
    ,
    Yunyan Zhang
    , Xian Wu,
    Yefeng Zheng
  42. Can LLMs Replace Clinical Doctors? Exploring Bias in Disease Diagnosis by Large Language Models
    EMNLP 2024 ·
    Yutian Zhao
    ,
    Huimin Wang
    ,
    Yuqi Liu
    ,
    Suhuang Wu
    , Xian Wu,
    Yefeng Zheng
  43. Causally Debiased Time-aware Recommendation
    WWW 2024 ·
    Lei Wang
    ,
    Chen Ma
    , Xian Wu,
    Zhaopeng Qiu
    ,
    Yefeng Zheng
    ,
    Xu Chen
  44. Cooper: Coordinating Specialized Agents towards a Complex Dialogue Goal
    AAAI 2024 ·
    Yi Cheng
    ,
    Wenge Liu
    ,
    Jian Wang
    ,
    Chak Tou Leong
    ,
    Yi Ouyang
    ,
    Wenjie Li
    , Xian Wu,
    Yefeng Zheng
  45. DGLF: A Dual Graph-based Learning Framework for Multi-modal Sarcasm Detection
    EMNLP 2024 ·
    Zhihong Zhu
    ,
    Kefan Shen
    ,
    Zhaorun Chen
    ,
    Yunyan Zhang
    ,
    Yuyan Chen
    ,
    Xiaoqi Jiao
    ,
    Zhongwei Wan
    ,
    Shaorong Xie
    ,
    Wei Liu
    , Xian Wu,
    Yefeng Zheng
  46. Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models
    CIKM 2024 ·
    Derong Xu
    ,
    Ziheng Zhang
    ,
    Zhihong Zhu
    ,
    Zhenxi Lin
    ,
    Qidong Liu
    , Xian Wu,
    Tong Xu
    ,
    Wanyu Wang
    ,
    Yuyang Ye
    ,
    Xiangyu Zhao
    ,
    Enhong Chen
    ,
    Yefeng Zheng
  47. GraphLeak: Patient Record Leakage through Gradients with Knowledge Graph
    WWW 2024 ·
    Xi Sheryl Zhang
    ,
    Weifan Guan
    ,
    Jiahao Lu
    ,
    Zhaopeng Qiu
    ,
    Jian Cheng
    , Xian Wu,
    Yefeng Zheng
  48. Guiding Clinical Reasoning with Large Language Models via Knowledge Seeds
    IJCAI 2024 ·
    Jiageng Wu
    , Xian Wu,
    Jie Yang
  49. InMu-Net: Advancing Multi-modal Intent Detection via Information Bottleneck and Multi-sensory Processing
    ACM MM 2024 ·
    Zhihong Zhu
    ,
    Xuxin Cheng
    ,
    Zhaorun Chen
    ,
    Yuyan Chen
    ,
    Yunyan Zhang
    , Xian Wu,
    Yefeng Zheng
    ,
    Bowen Xing
  50. LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation
    NeurIPS 2024 ·
    Qidong Liu
    , Xian Wu,
    Yejing Wang
    ,
    Zijian Zhang
    ,
    Feng Tian
    ,
    Yefeng Zheng
    ,
    Xiangyu Zhao
  51. MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical Journey
    NeurIPS 2024 · Xian Wu,
    Yutian Zhao
    ,
    Yunyan Zhang
    ,
    Jiageng Wu
    ,
    Zhihong Zhu
    ,
    Yingying Zhang
    ,
    Yi Ouyang
    ,
    Ziheng Zhang
    ,
    Huimin Wang
    ,
    Zhenxi Lin
    ,
    Jie Yang
    ,
    Shuang Zhao
    ,
    Yefeng Zheng
  52. Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding
    EMNLP 2024 ·
    Derong Xu
    ,
    Ziheng Zhang
    ,
    Zhihong Zhu
    ,
    Zhenxi Lin
    ,
    Qidong Liu
    , Xian Wu,
    Tong Xu
    ,
    Xiangyu Zhao
    ,
    Yefeng Zheng
    ,
    Enhong Chen
  53. Multivariate Cooperative Game for Image-Report Pairs: Hierarchical Semantic Alignment for Medical Report Generation
    MICCAI 2024 ·
    Zhihong Zhu
    ,
    Xuxin Cheng
    ,
    Yunyan Zhang
    ,
    Zhaorun Chen
    ,
    Qingqing Long
    ,
    Hongxiang Li
    ,
    Zhiqi Huang
    , Xian Wu,
    Yefeng Zheng
  54. Pre-trained Online Contrastive Learning for Insurance Fraud Detection
    AAAI 2024 ·
    Rui Zhang
    ,
    Dawei Cheng
    ,
    Jie Yang
    ,
    Yi Ouyang
    , Xian Wu,
    Yefeng Zheng
    ,
    Changjun Jiang
  55. Safeguarding Fraud Detection from Attacks: A Robust Graph Learning Approach
    IJCAI 2024 ·
    Jiasheng Wu
    ,
    Xin Liu
    ,
    Dawei Cheng
    ,
    Yi Ouyang
    , Xian Wu,
    Yefeng Zheng
  56. TFCD: Towards Multi-modal Sarcasm Detection via Training-Free Counterfactual Debiasing
    IJCAI 2024 ·
    Zhihong Zhu
    ,
    Xianwei Zhuang
    ,
    Yunyan Zhang
    ,
    Derong Xu
    ,
    Guimin Hu
    , Xian Wu,
    Yefeng Zheng
  57. When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications
    SIGIR 2024 ·
    Qidong Liu
    , Xian Wu,
    Xiangyu Zhao
    ,
    Yuanshao Zhu
    ,
    Derong Xu
    ,
    Feng Tian
    ,
    Yefeng Zheng
  58. imapScore: Medical Fact Evaluation Made Easy
    ACL 2024 ·
    Huimin Wang
    ,
    Yutian Zhao
    , Xian Wu,
    Yefeng Zheng