Xian Wu

243 papers A* 64A 9B 6C 1Misc 3Journal 118Unranked 42
YearRankTypeTitle / Venue / Authors
2026 — conf
Advanced Global Wildfire Activity Modeling with Hierarchical Graph ODE.
KDD (1)
Fan Xu, Wei Gong, Hao Wu, Lilan Peng, Nan Wang, Qingsong Wen, Xian Wu, Kun Wang, Xibin Zhao
2026 J jnl
Advanced Global Wildfire Activity Modeling with Hierarchical Graph ODE.
CoRR
Fan Xu, Wei Gong, Hao Wu, Lilan Peng, Nan Wang, Qingsong Wen, Xian Wu, Kun Wang, Xibin Zhao
2026 J jnl
Attention Needs to Focus: A Unified Perspective on Attention Allocation.
CoRR
Zichuan Fu, Wentao Song, Guojing Li, Yejing Wang, Xian Wu, Yimin Deng, Hanyu Yan, Yefeng Zheng, Xiangyu Zhao
2026 A* conf
CMID: Towards Medical Visual Question Answering via Contrastive Mutual Information Decoding.
AAAI
Zhihong Zhu, Yunyan Zhang, Fan Zhang, Bowen Xing, Xian Wu
2026 J jnl
Federated Modality-specific Encoders and Partially Personalized Fusion Decoder for Multimodal Brain Tumor Segmentation.
CoRR
Hong Liu, Dong Wei, Qian Dai, Xian Wu, Yefeng Zheng, Liansheng Wang
2026 A* conf
From Retrieval to Generation: Unifying External and Parametric Knowledge for Medical Question Answering.
WWW
Lei Li, Xiao Zhou, Yingying Zhang, Xian Wu
2026 J jnl
Homophily Edge Augment Graph Neural Network for High-Class Homophily Variance Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Mingjian Guang, Rui Zhang, Dawei Cheng, Xiaoyang Wang, Xin Liu, Jie Yang, Yi Ouyang, Xian Wu, Yefeng Zheng
2026 A* conf
NeuralOM: Neural Ocean Model for Subseasonal-to-Seasonal Simulation.
AAAI
Yuan Gao, Hao Wu, Fan Xu, Yanfei Xiang, Ruijian Gou, Ruiqi Shu, Qingsong Wen, Xian Wu, Kun Wang, Xiaomeng Huang
2026 J jnl
OMNIFLOW: A Physics-Grounded Multimodal Agent for Generalized Scientific Reasoning.
CoRR
Hao Wu, Yongheng Zhang, Yuan Gao, Fan Xu, Fan Zhang, Ruobing Xie, Ruijian Gou, Yuxuan Liang, Xiaomeng Huang, Xian Wu
2026 J jnl
Prescription generation via multi-source context-aware hierarchical transformer.
Sci. China Inf. Sci.
Hui Xiong, Zhi Zheng, Zhaopeng Qiu, Xian Wu, Tong Xu, Enhong Chen
2026 J jnl
Semi-supervised crowd counting from unlabeled data.
Pattern Recognit.
Haoran Duan, Yawen Huang, Yang Long, Xian Wu, Feiyue Huang, Shaoxin Li
2026 J jnl
Structure Observation Driven Image-Text Contrastive Learning for Computed Tomography Report Generation.
CoRR
Hong Liu, Dong Wei, Qiong Peng, Yawen Huang, Xian Wu, Yefeng Zheng, Liansheng Wang
2026 A* conf
S³-MSD: Large Vision-Language Model for Explainable and Generalizable Multi-modal Sarcasm Detection.
AAAI
Zhihong Zhu, Fan Zhang, Yunyan Zhang, Jinghan Sun, Guimin Hu, Hao Wu, Yuyan Chen, Bowen Xing, Xian Wu
2026 J jnl
This Looks Distinctly Like That: Grounding Interpretable Recognition in Stiefel Geometry against Neural Collapse.
CoRR
Junhao Jia, Jiaqi Wang, Yunyou Liu, Haodong Jing, Yueyi Wu, Xian Wu, Yefeng Zheng
2025 J jnl
A Contrastive Pretrain Model with Prompt Tuning for Multi-center Medication Recommendation.
ACM Trans. Inf. Syst.
Qidong Liu, Zhaopeng Qiu, Xiangyu Zhao, Xian Wu, Zijian Zhang, Tong Xu, Feng Tian
2025 — conf
A Layered Debating Multi-Agent System for Similar Disease Diagnosis.
NAACL (Short Papers)
Yutian Zhao, Huimin Wang, Yefeng Zheng, Xian Wu
2025 — conf
A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs.
ACL (Findings)
Yimin Deng, Yuxia Wu, Yejing Wang, Guoshuai Zhao, Li Zhu, Qidong Liu, Derong Xu, Zichuan Fu, Xian Wu, Yefeng Zheng, Xiangyu Zhao, Xueming Qian
2025 J jnl
A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs.
CoRR
Yimin Deng, Yuxia Wu, Yejing Wang, Guoshuai Zhao, Li Zhu, Qidong Liu, Derong Xu, Zichuan Fu, Xian Wu, Yefeng Zheng, Xiangyu Zhao, Xueming Qian
2025 — conf
A Survey on Foundation Language Models for Single-cell Biology.
ACL (1)
Fan Zhang, Hao Chen, Zhihong Zhu, Ziheng Zhang, Zhenxi Lin, Ziyue Qiao, Yefeng Zheng, Xian Wu
2025 — conf
A Survey on Multi-modal Intent Recognition: Recent Advances and New Frontiers.
EMNLP (Findings)
Zhihong Zhu, Fan Zhang, Yunyan Zhang, Jinghan Sun, Zhiqi Huang, Qingqing Long, Bowen Xing, Xian Wu
2025 J jnl
A multimodal multidomain multilingual medical foundation model for zero shot clinical diagnosis.
npj Digit. Medicine
Fenglin Liu, Zheng Li, Qingyu Yin, Jinfa Huang, Jiebo Luo, Anshul Thakur, Kim Branson, Patrick Schwab, Bing Yin, Xian Wu, Yefeng Zheng, David A. Clifton
2025 J jnl
Adaptive Weighting Based Metal Artifact Reduction in CT Images.
IEEE Trans. Medical Imaging
Hong Wang, Yichen Wu, Yongbo Wang, Dong Wei, Xian Wu, Jianhua Ma, Yefeng Zheng
2025 J jnl
Advanced long-term earth system forecasting by learning the small-scale nature.
CoRR
Hao Wu, Yuan Gao, Ruiqi Shu, Kun Wang, Ruijian Gou, Chuhan Wu, Xinliang Liu, Juncai He, Shuhao Cao, Junfeng Fang, Xingjian Shi, Feng Tao, Qi Song, Shengxuan Ji, Yanfei Xiang, Yuze Sun, Jiahao Li, Fan Xu, Huanshuo Dong, Haixin Wang, Fan Zhang, Penghao Zhao, Xian Wu, Qingsong Wen, Deliang Chen, Xiaomeng Huang
2025 J jnl
Advancing Ocean State Estimation with efficient and scalable AI.
CoRR
Yanfei Xiang, Yuan Gao, Hao Wu, Quan Zhang, Ruiqi Shu, Xiao Zhou, Xian Wu, Xiaomeng Huang
2025 J jnl
Aligning, Autoencoding and Prompting Large Language Models for Novel Disease Reporting.
IEEE Trans. Pattern Anal. Mach. Intell.
Fenglin Liu, Xian Wu, Jinfa Huang, Bang Yang, Kim Branson, Patrick Schwab, Lei A. Clifton, Ping Zhang, Jiebo Luo, Yefeng Zheng, David A. Clifton
2025 — conf
AnchorCoT: Anchors Pave the Way for Multi-hop Reasoning.
ACL (Findings)
Tianshi Ming, Xian Wu, Yingying Zhang, Zichuan Fu, Dawei Cheng
2025 A* conf
AtlantisGS: Underwater Sparse-View Scene Reconstruction via Gaussian Splatting.
ACM Multimedia
Jingjun Yi, Qi Bi, Hao Zheng, Huimin Huang, Haolan Zhan, Yixian Shen, Wei Ji, Yawen Huang, Yuexiang Li, Xian Wu, Yefeng Zheng
2025 J jnl
Beyond Single Models: Mitigating Multimodal Hallucinations via Adaptive Token Ensemble Decoding.
CoRR
Jinlin Li, Yuran Wang, Yifei Yuan, Xiao Zhou, Yingying Zhang, Xixian Yong, Yefeng Zheng, Xian Wu
2025 A* conf
BrainSegDMIF: A Dynamic Fusion-enhanced SAM for Brain Lesion Segmentation.
ACM Multimedia
Hongming Wang, Yifeng Wu, Huimin Huang, Hongtao Wu, Jiaxuan Jiang, Xiaodong Zhang, Hao Zheng, Yawen Huang, Xian Wu, Yefeng Zheng, Jinping Xu, Jing Cheng
2025 J jnl
BrainSegDMlF: A Dynamic Fusion-enhanced SAM for Brain Lesion Segmentation.
CoRR
Hongming Wang, Yifeng Wu, Huimin Huang, Hongtao Wu, Jia-Xuan Jiang, Xiaodong Zhang, Hao Zheng, Xian Wu, Yefeng Zheng, Jinping Xu, Jing Cheng
2025 A* conf
CMedCalc-Bench: A Fine-Grained Benchmark for Chinese Medical Calculations in LLM.
EMNLP
Yunyan Zhang, Zhihong Zhu, Xian Wu
2025 — conf
Can We Trust AI Doctors? A Survey of Medical Hallucination in Large Language and Large Vision-Language Models.
ACL (Findings)
Zhihong Zhu, Yunyan Zhang, Xianwei Zhuang, Fan Zhang, Zhongwei Wan, Yuyan Chen, Qingqing Long, Yefeng Zheng, Xian Wu
2025 J jnl
CellVerse: Do Large Language Models Really Understand Cell Biology?
CoRR
Fan Zhang, Tianyu Liu, Zhihong Zhu, Hao Wu, Haixin Wang, Donghao Zhou, Yefeng Zheng, Kun Wang, Xian Wu, Pheng-Ann Heng
2025 J jnl
Clinical pathway-aware large language models for reliable and transparent medical dialogue.
J. Biomed. Informatics
Jiageng Wu, Xian Wu, Yefeng Zheng, Jie Yang
2025 — conf
D-CAM: Learning Generalizable Weakly-Supervised Medical Image Segmentation from Domain-Invariant CAM.
MICCAI (5)
Jingjun Yi, Qi Bi, Hao Zheng, Haolan Zhan, Wei Ji, Huimin Huang, Yuexiang Li, Shaoxin Li, Xian Wu, Yefeng Zheng, Feiyue Huang
2025 J jnl
Differential-Integral Neural Operator for Long-Term Turbulence Forecasting.
CoRR
Hao Wu, Yuan Gao, Fan Xu, Fan Zhang, Qingsong Wen, Kun Wang, Xiaomeng Huang, Xian Wu
2025 J jnl
Federated modality-specific encoders and partially personalized fusion decoder for multimodal brain tumor segmentation.
Medical Image Anal.
Hong Liu, Dong Wei, Qian Dai, Xian Wu, Yefeng Zheng, Liansheng Wang
2025 — conf
Guiding Large Language Models for Biomedical Entity Linking via Restrictive and Contrastive Decoding.
EMNLP (Findings)
Zhenxi Lin, Ziheng Zhang, Jian Wu, Yefeng Zheng, Xian Wu
2025 A* conf
Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation.
AAAI
Derong Xu, Xinhang Li, Ziheng Zhang, Zhenxi Lin, Zhihong Zhu, Zhi Zheng, Xian Wu, Xiangyu Zhao, Tong Xu, Enhong Chen
2025 A* conf
How much Medical Knowledge do LLMs have? An Evaluation of Medical Knowledge Coverage for LLMs.
WWW
Ziheng Zhang, Zhenxi Lin, Yefeng Zheng, Xian Wu
2025 J jnl
IQE-CLIP: Instance-aware Query Embedding for Zero-/Few-shot Anomaly Detection in Medical Domain.
CoRR
Hong Huang, Weixiang Sun, Zhijian Wu, Jingwen Niu, Donghuan Lu, Xian Wu, Yefeng Zheng
2025 — conf
Improving Instance-Based Whole Slide Image Classification with Logit-Based Log-Sum-Exp Aggregator and Contextual Awareness.
BIBM
Wentao Pan, Donghuan Lu, Jiangpeng Yan, Zhe Xu, Conghao Xiong, Dong Wei, Xian Wu, Yixuan Yuan
2025 J jnl
Intelligent strategy for severity scoring of skin diseases based on clinical decision-making thinking with lesion-aware transformer.
Artif. Intell. Rev.
Kai Huang, Kai Sun, Jiayi Li, Zhe Wu, Xian Wu, Yuping Duan, Xiang Chen, Shuang Zhao
2025 A* conf
LLMEmb: Large Language Model Can Be a Good Embedding Generator for Sequential Recommendation.
AAAI
Qidong Liu, Xian Wu, Wanyu Wang, Yejing Wang, Yuanshao Zhu, Xiangyu Zhao, Feng Tian, Yefeng Zheng
2025 J jnl
Large Language Model Agent: A Survey on Methodology, Applications and Challenges.
CoRR
Junyu Luo, Weizhi Zhang, Ye Yuan, Yusheng Zhao, Junwei Yang, Yiyang Gu, Bohan Wu, Binqi Chen, Ziyue Qiao, Qingqing Long, Rongcheng Tu, Xiao Luo, Wei Ju, Zhiping Xiao, Yifan Wang, Meng Xiao, Chenwu Liu, Jingyang Yuan, Shichang Zhang, Yiqiao Jin, Fan Zhang, Xian Wu, Hanqing Zhao, Dacheng Tao, Philip S. Yu, Ming Zhang
2025 — conf
Learning Generalizable Diabetic Retinopathy Grading by Decoupled State Space Decoding.
ICCVW
Jingjun Yi, Qi Bi, Hao Zheng, Haolan Zhan, Wei Ji, Huimin Huang, Yuexiang Li, Xian Wu, Yefeng Zheng
2025 J jnl
MME-Emotion: A Holistic Evaluation Benchmark for Emotional Intelligence in Multimodal Large Language Models.
CoRR
Fan Zhang, Zebang Cheng, Chong Deng, Haoxuan Li, Zheng Lian, Qian Chen, Huadai Liu, Wen Wang, Yifan Zhang, Renrui Zhang, Ziyu Guo, Zhihong Zhu, Hao Wu, Haixin Wang, Yefeng Zheng, Xiaojiang Peng, Xian Wu, Kun Wang, Xiangang Li, Jieping Ye, Pheng-Ann Heng
2025 A* conf
MemeReaCon: Probing Contextual Meme Understanding in Large Vision-Language Models.
EMNLP
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
2025 J jnl
MemeReaCon: Probing Contextual Meme Understanding in Large Vision-Language Models.
CoRR
Zhengyi Zhao, Shubo Zhang, Yuxi Zhang, Yanxi Zhao, Yifan Zhang, Zezhong Wang, Xiaohui Wang, Yutian Zhao, Bin Liang, Yefeng Zheng, Binyang Li, Kam-Fai Wong, Xian Wu
2025 — conf
Model Merging for Knowledge Editing.
ACL (6)
Zichuan Fu, Xian Wu, Guojing Li, Yingying Zhang, Yefeng Zheng, Tianshi Ming, Yejing Wang, Wanyu Wang, Xiangyu Zhao
2025 J jnl
Model Merging for Knowledge Editing.
CoRR
Zichuan Fu, Xian Wu, Guojing Li, Yingying Zhang, Yefeng Zheng, Tianshi Ming, Yejing Wang, Wanyu Wang, Xiangyu Zhao
2025 B conf
Monte Carlo Tree Search Based Prompt Autogeneration for Jailbreak Attacks against LLMs.
COLING
Suhuang Wu, Huimin Wang, Yutian Zhao, Xian Wu, Yefeng Zheng, Wei Li, Hui Li, Rongrong Ji
2025 J jnl
NeuralOM: Neural Ocean Model for Subseasonal-to-Seasonal Simulation.
CoRR
Yuan Gao, Ruiqi Shu, Hao Wu, Fan Xu, Yanfei Xiang, Ruijian Gou, Qingsong Wen, Xian Wu, Xiaomeng Huang
2025 A* conf
NightAdapter: Learning a Frequency Adapter for Generalizable Night-time Scene Segmentation.
CVPR
Qi Bi, Jingjun Yi, Huimin Huang, Hao Zheng, Haolan Zhan, Yawen Huang, Yuexiang Li, Xian Wu, Yefeng Zheng
2025 — conf
RRG-DPO: Direct Preference Optimization for Clinically Accurate Radiology Report Generation.
MICCAI (5)
Hong Liu, Dong Wei, Zhe Xu, Xian Wu, Yefeng Zheng, Liansheng Wang
2025 A* conf
RareSyn: Health Record Synthesis for Rare Disease Diagnosis.
EMNLP
Huimin Wang, Yutian Zhao, Yefeng Zheng, Xian Wu
2025 J jnl
Rethinking Natural Language Generation with Layer-Wise Multi-View Decoding.
ACM Trans. Knowl. Discov. Data
Fenglin Liu, Xuancheng Ren, Guangxiang Zhao, Chenyu You, Sherry Ma, Xian Wu, Wei Fan, Xu Sun
2025 J jnl
Sliding Window Attention Training for Efficient Large Language Models.
CoRR
Zichuan Fu, Wentao Song, Yejing Wang, Xian Wu, Yefeng Zheng, Yingying Zhang, Derong Xu, Xuetao Wei, Tong Xu, Xiangyu Zhao
2025 J jnl
Spatiotemporal Forecasting as Planning: A Model-Based Reinforcement Learning Approach with Generative World Models.
CoRR
Hao Wu, Yuan Gao, Xingjian Shi, Shuaipeng Li, Fan Xu, Fan Zhang, Zhihong Zhu, Weiyan Wang, Xiao Luo, Kun Wang, Xian Wu, Xiaomeng Huang
2025 — conf
Structure Observation Driven Image-Text Contrastive Learning for Computed Tomography Report Generation.
IPMI (2)
Hong Liu, Dong Wei, Qiong Peng, Yawen Huang, Xian Wu, Yefeng Zheng, Liansheng Wang
2025 A* conf
T
EMNLP
Zhengyi Zhao, Shubo Zhang, Zezhong Wang, Huimin Wang, Yutian Zhao, Bin Liang, Yefeng Zheng, Binyang Li, Kam-Fai Wong, Xian Wu
2025 J jnl
T
CoRR
Zhengyi Zhao, Shubo Zhang, Zezhong Wang, Huimin Wang, Yutian Zhao, Bin Liang, Yefeng Zheng, Binyang Li, Kam-Fai Wong, Xian Wu
2025 — conf
TRACE: Temporally Reliable Anatomically-Conditioned 3D CT Generation with Enhanced Efficiency.
MICCAI (4)
Minye Shao, Xingyu Miao, Haoran Duan, Zeyu Wang, Jingkun Chen, Yawen Huang, Xian Wu, Jingjing Deng, Yang Long, Yefeng Zheng
2025 J jnl
TRACE: Temporally Reliable Anatomically-Conditioned 3D CT Generation with Enhanced Efficiency.
CoRR
Minye Shao, Xingyu Miao, Haoran Duan, Zeyu Wang, Jingkun Chen, Yawen Huang, Xian Wu, Jingjing Deng, Yang Long, Yefeng Zheng
2025 J jnl
The Butterfly Effect in Pathology: Exploring Security in Pathology Foundation Models.
CoRR
Jiashuai Liu, Yingjia Shang, Yingkang Zhan, Di Zhang, Yi Niu, Dong Wei, Xian Wu, Zeyu Gao, Chen Li, Yefeng Zheng
2025 J jnl
Think or Not? Exploring Thinking Efficiency in Large Reasoning Models via an Information-Theoretic Lens.
CoRR
Xixian Yong, Xiaofang Zhou, Yingying Zhang, Jinlin Li, Yefeng Zheng, Xian Wu
2025 — conf
Training-free LLM Merging for Multi-task Learning.
ACL (1)
Zichuan Fu, Xian Wu, Yejing Wang, Wanyu Wang, Shanshan Ye, Hongzhi Yin, Yi Chang, Yefeng Zheng, Xiangyu Zhao
2025 J jnl
Training-free LLM Merging for Multi-task Learning.
CoRR
Zichuan Fu, Xian Wu, Yejing Wang, Wanyu Wang, Shanshan Ye, Hongzhi Yin, Yi Chang, Yefeng Zheng, Xiangyu Zhao
2025 J jnl
Turb-L1: Achieving Long-term Turbulence Tracing By Tackling Spectral Bias.
CoRR
Hao Wu, Yuan Gao, Ruiqi Shu, Zean Han, Fan Xu, Zhihong Zhu, Qingsong Wen, Xian Wu, Kun Wang, Xiaomeng Huang
2025 — conf
UNiFS: Unified Multi-Contrast MRI Reconstruction via Frequency-Spatial Fusion.
BIBM
Jialin Li, Yiwei Ren, Kai Pan, Dong Wei, Pujin Cheng, Xian Wu, Xiaoying Tang
2025 J jnl
UniFS: Unified Multi-Contrast MRI Reconstruction via Frequency-Spatial Fusion.
CoRR
Jialin Li, Yiwei Ren, Kai Pan, Dong Wei, Pujin Cheng, Xian Wu, Xiaoying Tang
2025 J jnl
Unlocking Out-of-Distribution Generalization in Dynamics through Physics-Guided Augmentation.
CoRR
Fan Xu, Hao Wu, Kun Wang, Nan Wang, Qingsong Wen, Xian Wu, Wei Gong, Xibin Zhao
2025 J jnl
VISION: Prompting Ocean Vertical Velocity Reconstruction from Incomplete Observations.
CoRR
Yuan Gao, Hao Wu, Qingsong Wen, Kun Wang, Xian Wu, Xiaomeng Huang
2025 J jnl
X-ray Insights Unleashed: Pioneering the Enhancement of Multi-Label Long-Tail Data.
CoRR
Xinquan Yang, Jinheng Xie, Yawen Huang, Yuexiang Li, Huimin Huang, Hao Zheng, Xian Wu, Yefeng Zheng, Linlin Shen
2024 J jnl
A Contrastive Pretrain Model with Prompt Tuning for Multi-center Medication Recommendation.
CoRR
Qidong Liu, Zhaopeng Qiu, Xiangyu Zhao, Xian Wu, Zijian Zhang, Tong Xu, Feng Tian
2024 J jnl
A deep learning approach for inter-patient classification of premature ventricular contraction from electrocardiogram.
Biomed. Signal Process. Control.
Ziqiang Wang, Kun Wang, Xiaozhong Chen, Yefeng Zheng, Xian Wu
2024 — conf
Alignment before Awareness: Towards Visual Question Localized-Answering in Robotic Surgery via Optimal Transport and Answer Semantics.
LREC/COLING
Zhihong Zhu, Yunyan Zhang, Xuxin Cheng, Zhiqi Huang, Derong Xu, Xian Wu, Yefeng Zheng
2024 — conf
Biomedical Entity Linking as Multiple Choice Question Answering.
LREC/COLING
Zhenxi Lin, Ziheng Zhang, Xian Wu, Yefeng Zheng
2024 J jnl
Biomedical Entity Linking as Multiple Choice Question Answering.
CoRR
Zhenxi Lin, Ziheng Zhang, Xian Wu, Yefeng Zheng
2024 — conf
Can LLMs Replace Clinical Doctors? Exploring Bias in Disease Diagnosis by Large Language Models.
EMNLP (Findings)
Yutian Zhao, Huimin Wang, Yuqi Liu, Suhuang Wu, Xian Wu, Yefeng Zheng
2024 A* conf
Causally Debiased Time-aware Recommendation.
WWW
Lei Wang, Chen Ma, Xian Wu, Zhaopeng Qiu, Yefeng Zheng, Xu Chen
2024 J jnl
Conditional Cross-Platform User Engagement Prediction.
ACM Trans. Inf. Syst.
Xinhang Li, Zhaopeng Qiu, Jiacheng Jiang, Yong Zhang, Chunxiao Xing, Xian Wu
2024 A* conf
Cooper: Coordinating Specialized Agents towards a Complex Dialogue Goal.
AAAI
Yi Cheng, Wenge Liu, Jian Wang, Chak Tou Leong, Yi Ouyang, Wenjie Li, Xian Wu, Yefeng Zheng
2024 A* conf
DGLF: A Dual Graph-based Learning Framework for Multi-modal Sarcasm Detection.
EMNLP
Zhihong Zhu, Kefan Shen, Zhaorun Chen, Yunyan Zhang, Yuyan Chen, Xiaoqi Jiao, Zhongwei Wan, Shaorong Xie, Wei Liu, Xian Wu, Yefeng Zheng
2024 J jnl
Distributional Fairness-aware Recommendation.
ACM Trans. Inf. Syst.
Hao Yang, Xian Wu, Zhaopeng Qiu, Yefeng Zheng, Xu Chen
2024 A conf
Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models.
CIKM
Derong Xu, Ziheng Zhang, Zhihong Zhu, Zhenxi Lin, Qidong Liu, Xian Wu, Tong Xu, Wanyu Wang, Yuyang Ye, Xiangyu Zhao, Enhong Chen, Yefeng Zheng
2024 J jnl
Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models.
CoRR
Derong Xu, Ziheng Zhang, Zhihong Zhu, Zhenxi Lin, Qidong Liu, Xian Wu, Tong Xu, Xiangyu Zhao, Yefeng Zheng, Enhong Chen
2024 J jnl
Evolving to be Your Soulmate: Personalized Dialogue Agents with Dynamically Adapted Personas.
CoRR
Yi Cheng, Wenge Liu, Kaishuai Xu, Wenjun Hou, Yi Ouyang, Chak Tou Leong, Xian Wu, Yefeng Zheng
2024 J jnl
Generation is better than Modification: Combating High Class Homophily Variance in Graph Anomaly Detection.
CoRR
Rui Zhang, Dawei Cheng, Xin Liu, Jie Yang, Yi Ouyang, Xian Wu, Yefeng Zheng
2024 A* conf
GraphLeak: Patient Record Leakage through Gradients with Knowledge Graph.
WWW
Xi Sheryl Zhang, Weifan Guan, Jiahao Lu, Zhaopeng Qiu, Jian Cheng, Xian Wu, Yefeng Zheng
2024 A* conf
Guiding Clinical Reasoning with Large Language Models via Knowledge Seeds.
IJCAI
Jiageng Wu, Xian Wu, Jie Yang
2024 J jnl
Guiding Clinical Reasoning with Large Language Models via Knowledge Seeds.
CoRR
Jiageng Wu, Xian Wu, Jie Yang
2024 J jnl
Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation.
CoRR
Derong Xu, Xinhang Li, Ziheng Zhang, Zhenxi Lin, Zhihong Zhu, Zhi Zheng, Xian Wu, Xiangyu Zhao, Tong Xu, Enhong Chen
2024 Misc conf
Improving Biomedical Entity Linking with Retrieval-Enhanced Learning.
ICASSP
Zhenxi Lin, Ziheng Zhang, Xian Wu, Yefeng Zheng
2024 A* conf
InMu-Net: Advancing Multi-modal Intent Detection via Information Bottleneck and Multi-sensory Processing.
ACM Multimedia
Zhihong Zhu, Xuxin Cheng, Zhaorun Chen, Yuyan Chen, Yunyan Zhang, Xian Wu, Yefeng Zheng, Bowen Xing
2024 — conf
JoTR: A Joint Transformer and Reinforcement Learning Framework for Dialogue Policy Learning.
LREC/COLING
Wai-Chung Kwan, Huimin Wang, Hongru Wang, Zezhong Wang, Bin Liang, Xian Wu, Yefeng Zheng, Kam-Fai Wong
2024 — conf
Knowledge-aware Attention Network for Medication Effectiveness Prediction.
LREC/COLING
Yingying Zhang, Xian Wu, Yu Zhang, Yefeng Zheng
2024 A* conf
LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation.
NeurIPS
Qidong Liu, Xian Wu, Yejing Wang, Zijian Zhang, Feng Tian, Yefeng Zheng, Xiangyu Zhao
2024 J jnl
Large Language Model Distilling Medication Recommendation Model.
CoRR
Qidong Liu, Xian Wu, Xiangyu Zhao, Yuanshao Zhu, Zijian Zhang, Feng Tian, Yefeng Zheng
2024 J jnl
Large Language Model Empowered Embedding Generator for Sequential Recommendation.
CoRR
Qidong Liu, Xian Wu, Wanyu Wang, Yejing Wang, Yuanshao Zhu, Xiangyu Zhao, Feng Tian, Yefeng Zheng
2024 J jnl
Large Language Models Enhanced Sequential Recommendation for Long-tail User and Item.
CoRR
Qidong Liu, Xian Wu, Xiangyu Zhao, Yejing Wang, Zijian Zhang, Feng Tian, Yefeng Zheng
2024 J jnl
Large language models for generative information extraction: a survey.
Frontiers Comput. Sci.
Derong Xu, Wei Chen, Wenjun Peng, Chao Zhang, Tong Xu, Xiangyu Zhao, Xian Wu, Yefeng Zheng, Yang Wang, Enhong Chen
2024 J jnl
Large language models leverage external knowledge to extend clinical insight beyond language boundaries.
J. Am. Medical Informatics Assoc.
Jiageng Wu, Xian Wu, Zhaopeng Qiu, Minghui Li, Shixu Lin, Yingying Zhang, Yefeng Zheng, Changzheng Yuan, Jie Yang
2024 — conf
MKeCL: Medical Knowledge-Enhanced Contrastive Learning for Few-shot Disease Diagnosis.
LREC/COLING
Yutian Zhao, Huimin Wang, Xian Wu, Yefeng Zheng
2024 A* conf
MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical Journey.
NeurIPS
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
2024 J jnl
MedKP: Medical Dialogue with Knowledge Enhancement and Clinical Pathway Encoding.
CoRR
Jiageng Wu, Xian Wu, Yefeng Zheng, Jie Yang
2024 — conf
Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding.
EMNLP (Findings)
Derong Xu, Ziheng Zhang, Zhihong Zhu, Zhenxi Lin, Qidong Liu, Xian Wu, Tong Xu, Xiangyu Zhao, Yefeng Zheng, Enhong Chen
2024 J jnl
Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding.
CoRR
Derong Xu, Ziheng Zhang, Zhihong Zhu, Zhenxi Lin, Qidong Liu, Xian Wu, Tong Xu, Xiangyu Zhao, Yefeng Zheng, Enhong Chen
2024 — conf
Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models.
LREC/COLING
Derong Xu, Ziheng Zhang, Zhenxi Lin, Xian Wu, Zhihong Zhu, Tong Xu, Xiangyu Zhao, Yefeng Zheng, Enhong Chen
2024 J jnl
Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models.
CoRR
Derong Xu, Ziheng Zhang, Zhenxi Lin, Xian Wu, Zhihong Zhu, Tong Xu, Xiangyu Zhao, Yefeng Zheng, Enhong Chen
2024 — conf
Multivariate Cooperative Game for Image-Report Pairs: Hierarchical Semantic Alignment for Medical Report Generation.
MICCAI (3)
Zhihong Zhu, Xuxin Cheng, Yunyan Zhang, Zhaorun Chen, Qingqing Long, Hongxiang Li, Zhiqi Huang, Xian Wu, Yefeng Zheng
2024 A* conf
Pre-trained Online Contrastive Learning for Insurance Fraud Detection.
AAAI
Rui Zhang, Dawei Cheng, Jie Yang, Yi Ouyang, Xian Wu, Yefeng Zheng, Changjun Jiang
2024 A* conf
Safeguarding Fraud Detection from Attacks: A Robust Graph Learning Approach.
IJCAI
Jiasheng Wu, Xin Liu, Dawei Cheng, Yi Ouyang, Xian Wu, Yefeng Zheng
2024 A* conf
TFCD: Towards Multi-modal Sarcasm Detection via Training-Free Counterfactual Debiasing.
IJCAI
Zhihong Zhu, Xianwei Zhuang, Yunyan Zhang, Derong Xu, Guimin Hu, Xian Wu, Yefeng Zheng
2024 A* conf
When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications.
SIGIR
Qidong Liu, Xian Wu, Xiangyu Zhao, Yuanshao Zhu, Derong Xu, Feng Tian, Yefeng Zheng
2024 J jnl
ZeroNLG: Aligning and Autoencoding Domains for Zero-Shot Multimodal and Multilingual Natural Language Generation.
IEEE Trans. Pattern Anal. Mach. Intell.
Bang Yang, Fenglin Liu, Yuexian Zou, Xian Wu, Yaowei Wang, David A. Clifton
2024 — conf
imapScore: Medical Fact Evaluation Made Easy.
ACL (Findings)
Huimin Wang, Yutian Zhao, Xian Wu, Yefeng Zheng
2023 J jnl
A Survey of Large Language Models in Medicine: Progress, Application, and Challenge.
CoRR
Hongjian Zhou, Boyang Gu, Xinyu Zou, Yiru Li, Sam S. Chen, Peilin Zhou, Junling Liu, Yining Hua, Chengfeng Mao, Xian Wu, Zheng Li, Fenglin Liu
2023 J jnl
A medical multimodal large language model for future pandemics.
npj Digit. Medicine
Fenglin Liu, Tingting Zhu, Xian Wu, Bang Yang, Chenyu You, Chenyang Wang, Lei Lu, Zhangdaihong Liu, Yefeng Zheng, Xu Sun, Yang Yang, Lei A. Clifton, David A. Clifton
2023 J jnl
COOPER: Coordinating Specialized Agents towards a Complex Dialogue Goal.
CoRR
Yi Cheng, Wenge Liu, Jian Wang, Chak Tou Leong, Yi Ouyang, Wenjie Li, Xian Wu, Yefeng Zheng
2023 J jnl
Contrastive Multi-Modal Knowledge Graph Representation Learning.
IEEE Trans. Knowl. Data Eng.
Quan Fang, Xiaowei Zhang, Jun Hu, Xian Wu, Changsheng Xu
2023 — conf
Dialogue Medical Information Extraction with Medical-Item Graph and Dialogue-Status Enriched Representation.
EMNLP (Findings)
Lei Gao, Xinnan Zhang, Xian Wu, Shen Ge, Yefeng Zheng
2023 A* conf
Distributionally Robust Sequential Recommnedation.
SIGIR
Rui Zhou, Xian Wu, Zhaopeng Qiu, Yefeng Zheng, Xu Chen
2023 A* conf
Doctor Specific Tag Recommendation for Online Medical Record Management.
KDD
Yejing Wang, Shen Ge, Xiangyu Zhao, Xian Wu, Tong Xu, Chen Ma, Zhi Zheng
2023 J jnl
Emerging Drug Interaction Prediction Enabled by Flow-based Graph Neural Network with Biomedical Network.
CoRR
Yongqi Zhang, Quanming Yao, Ling Yue, Xian Wu, Ziheng Zhang, Zhenxi Lin, Yefeng Zheng
2023 J jnl
Emerging drug interaction prediction enabled by a flow-based graph neural network with biomedical network.
Nat. Comput. Sci.
Yongqi Zhang, Quanming Yao, Ling Yue, Xian Wu, Ziheng Zhang, Zhenxi Lin, Yefeng Zheng
2023 A* conf
Exploring Social Media for Early Detection of Depression in COVID-19 Patients.
WWW
Jiageng Wu, Xian Wu, Yining Hua, Shixu Lin, Yefeng Zheng, Jie Yang
2023 J jnl
Exploring Social Media for Early Detection of Depression in COVID-19 Patients.
CoRR
Jiageng Wu, Xian Wu, Yining Hua, Shixu Lin, Yefeng Zheng, Jie Yang
2023 J jnl
Improving Biomedical Entity Linking with Retrieval-enhanced Learning.
CoRR
Zhenxi Lin, Ziheng Zhang, Xian Wu, Yefeng Zheng
2023 J jnl
Improving Medical Vision-Language Contrastive Pretraining With Semantics-Aware Triage.
IEEE Trans. Medical Imaging
Bo Liu, Donghuan Lu, Dong Wei, Xian Wu, Yan Wang, Yu Zhang, Yefeng Zheng
2023 J jnl
Interaction-aware Drug Package Recommendation via Policy Gradient.
ACM Trans. Inf. Syst.
Zhi Zheng, Chao Wang, Tong Xu, Dazhong Shen, Penggang Qin, Xiangyu Zhao, Baoxing Huai, Xian Wu, Enhong Chen
2023 J jnl
JoTR: A Joint Transformer and Reinforcement Learning Framework for Dialog Policy Learning.
CoRR
Wai-Chung Kwan, Huimin Wang, Hongru Wang, Zezhong Wang, Xian Wu, Yefeng Zheng, Kam-Fai Wong
2023 J jnl
Knowledge-Enhanced Attributed Multi-Task Learning for Medicine Recommendation.
ACM Trans. Inf. Syst.
Yingying Zhang, Xian Wu, Quan Fang, Shengsheng Qian, Changsheng Xu
2023 J jnl
Large Language Models for Generative Information Extraction: A Survey.
CoRR
Derong Xu, Wei Chen, Wenjun Peng, Chao Zhang, Tong Xu, Xiangyu Zhao, Xian Wu, Yefeng Zheng, Enhong Chen
2023 J jnl
MOELoRA: An MOE-based Parameter Efficient Fine-Tuning Method for Multi-task Medical Applications.
CoRR
Qidong Liu, Xian Wu, Xiangyu Zhao, Yuanshao Zhu, Derong Xu, Feng Tian, Yefeng Zheng
2023 — conf
MultiCapCLIP: Auto-Encoding Prompts for Zero-Shot Multilingual Visual Captioning.
ACL (1)
Bang Yang, Fenglin Liu, Xian Wu, Yaowei Wang, Xu Sun, Yuexian Zou
2023 J jnl
MultiCapCLIP: Auto-Encoding Prompts for Zero-Shot Multilingual Visual Captioning.
CoRR
Bang Yang, Fenglin Liu, Xian Wu, Yaowei Wang, Xu Sun, Yuexian Zou
2023 J jnl
Qualifying Chinese Medical Licensing Examination with Knowledge Enhanced Generative Pre-training Model.
CoRR
Jiageng Wu, Xian Wu, Zhaopeng Qiu, Minghui Li, Yefeng Zheng, Jie Yang
2023 A conf
REST: Drug-Drug Interaction Prediction via Reinforced Student-Teacher Curriculum Learning.
CIKM
Xinhang Li, Zhaopeng Qiu, Xiangyu Zhao, Yong Zhang, Chunxiao Xing, Xian Wu
2023 J jnl
Radiology report generation with a learned knowledge base and multi-modal alignment.
Medical Image Anal.
Shuxin Yang, Xian Wu, Shen Ge, Zhuozhao Zheng, S. Kevin Zhou, Li Xiao
2023 A* conf
Relation-aware Ensemble Learning for Knowledge Graph Embedding.
EMNLP
Ling Yue, Yongqi Zhang, Quanming Yao, Yong Li, Xian Wu, Ziheng Zhang, Zhenxi Lin, Yefeng Zheng
2023 J jnl
Relation-aware Ensemble Learning for Knowledge Graph Embedding.
CoRR
Ling Yue, Yongqi Zhang, Quanming Yao, Yong Li, Xian Wu, Ziheng Zhang, Zhenxi Lin, Yefeng Zheng
2023 J jnl
ZeroNLG: Aligning and Autoencoding Domains for Zero-Shot Multimodal and Multilingual Natural Language Generation.
CoRR
Bang Yang, Fenglin Liu, Yuexian Zou, Xian Wu, Yaowei Wang, David A. Clifton
2022 A* conf
AdaFS: Adaptive Feature Selection in Deep Recommender System.
KDD
Weilin Lin, Xiangyu Zhao, Yejing Wang, Tong Xu, Xian Wu
2022 A* conf
Aequitas: admission control for performance-critical RPCs in datacenters.
SIGCOMM
Yiwen Zhang, Gautam Kumar, Nandita Dukkipati, Xian Wu, Priyaranjan Jha, Mosharaf Chowdhury, Amin Vahdat
2022 J jnl
AlignTransformer: Hierarchical Alignment of Visual Regions and Disease Tags for Medical Report Generation.
CoRR
Di You, Fenglin Liu, Shen Ge, Xiaoxia Xie, Jing Zhang, Xian Wu
2022 J jnl
Aligning Source Visual and Target Language Domains for Unpaired Video Captioning.
CoRR
Fenglin Liu, Xian Wu, Chenyu You, Shen Ge, Yuexian Zou, Xu Sun
2022 J jnl
Aligning Source Visual and Target Language Domains for Unpaired Video Captioning.
IEEE Trans. Pattern Anal. Mach. Intell.
Fenglin Liu, Xian Wu, Chenyu You, Shen Ge, Yuexian Zou, Xu Sun
2022 A* conf
AutoField: Automating Feature Selection in Deep Recommender Systems.
WWW
Yejing Wang, Xiangyu Zhao, Tong Xu, Xian Wu
2022 J jnl
AutoField: Automating Feature Selection in Deep Recommender Systems.
CoRR
Yejing Wang, Xiangyu Zhao, Tong Xu, Xian Wu
2022 A* conf
CBR: Context Bias aware Recommendation for Debiasing User Modeling and Click Prediction✱.
WWW
Zhi Zheng, Zhaopeng Qiu, Tong Xu, Xian Wu, Xiangyu Zhao, Enhong Chen, Hui Xiong
2022 J jnl
Competence-based Multimodal Curriculum Learning for Medical Report Generation.
CoRR
Fenglin Liu, Shen Ge, Xian Wu
2022 A* conf
Conditional Generation Net for Medication Recommendation.
WWW
Rui Wu, Zhaopeng Qiu, Jiacheng Jiang, Guilin Qi, Xian Wu
2022 J jnl
Conditional Generation Net for Medication Recommendation.
CoRR
Rui Wu, Zhaopeng Qiu, Jiacheng Jiang, Guilin Qi, Xian Wu
2022 A* conf
Contractible Regularization for Federated Learning on Non-IID Data.
ICDM
Zifan Chen, Zhe Wu, Xian Wu, Li Zhang, Jie Zhao, YangTian Yan, Yefeng Zheng
2022 A* conf
DDR: Dialogue Based Doctor Recommendation for Online Medical Service.
KDD
Zhi Zheng, Zhaopeng Qiu, Hui Xiong, Xian Wu, Tong Xu, Enhong Chen, Xiangyu Zhao
2022 B conf
DeltaNet: Conditional Medical Report Generation for COVID-19 Diagnosis.
COLING
Xian Wu, Shuxin Yang, Zhaopeng Qiu, Shen Ge, YangTian Yan, Xingwang Wu, Yefeng Zheng, S. Kevin Zhou, Li Xiao
2022 J jnl
DeltaNet: Conditional Medical Report Generation for COVID-19 Diagnosis.
CoRR
Xian Wu, Shuxin Yang, Zhaopeng Qiu, Shen Ge, YangTian Yan, Xingwang Wu, Yefeng Zheng, S. Kevin Zhou, Li Xiao
2022 J jnl
Denoising Neural Network for News Recommendation with Positive and Negative Implicit Feedback.
CoRR
Yunfan Hu, Zhaopeng Qiu, Xian Wu
2022 J jnl
DiMBERT: Learning Vision-Language Grounded Representations with Disentangled Multimodal-Attention.
CoRR
Fenglin Liu, Xian Wu, Shen Ge, Xuancheng Ren, Wei Fan, Xu Sun, Yuexian Zou
2022 J jnl
DiMBERT: Learning Vision-Language Grounded Representations with Disentangled Multimodal-Attention.
ACM Trans. Knowl. Discov. Data
Fenglin Liu, Xian Wu, Shen Ge, Xuancheng Ren, Wei Fan, Xu Sun, Yuexian Zou
2022 — conf
End-to-end Spoken Conversational Question Answering: Task, Dataset and Model.
NAACL-HLT (Findings)
Chenyu You, Nuo Chen, Fenglin Liu, Shen Ge, Xian Wu, Yuexian Zou
2022 J jnl
End-to-end Spoken Conversational Question Answering: Task, Dataset and Model.
CoRR
Chenyu You, Nuo Chen, Fenglin Liu, Shen Ge, Xian Wu, Yuexian Zou
2022 A* conf
Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations.
NeurIPS
Peng Jin, Jinfa Huang, Fenglin Liu, Xian Wu, Shen Ge, Guoli Song, David A. Clifton, Jie Chen
2022 J jnl
Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations.
CoRR
Peng Jin, Jinfa Huang, Fenglin Liu, Xian Wu, Shen Ge, Guoli Song, David A. Clifton, Jie Chen
2022 J jnl
Graph Neural News Recommendation with User Existing and Potential Interest Modeling.
ACM Trans. Knowl. Discov. Data
Zhaopeng Qiu, Yunfan Hu, Xian Wu
2022 A* conf
Graph-in-Graph Network for Automatic Gene Ontology Description Generation.
KDD
Fenglin Liu, Bang Yang, Chenyu You, Xian Wu, Shen Ge, Adelaide Woicik, Sheng Wang
2022 J jnl
Graph-in-Graph Network for Automatic Gene Ontology Description Generation.
CoRR
Fenglin Liu, Bang Yang, Chenyu You, Xian Wu, Shen Ge, Adelaide Woicik, Sheng Wang
2022 A conf
Gromov-Wasserstein Guided Representation Learning for Cross-Domain Recommendation.
CIKM
Xinhang Li, Zhaopeng Qiu, Xiangyu Zhao, Zihao Wang, Yong Zhang, Chunxiao Xing, Xian Wu
2022 J jnl
Knowledge matters: Chest radiology report generation with general and specific knowledge.
Medical Image Anal.
Shuxin Yang, Xian Wu, Shen Ge, S. Kevin Zhou, Li Xiao
2022 B conf
Multi-modal Contrastive Representation Learning for Entity Alignment.
COLING
Zhenxi Lin, Ziheng Zhang, Meng Wang, Yinghui Shi, Xian Wu, Yefeng Zheng
2022 J jnl
Multi-modal Contrastive Representation Learning for Entity Alignment.
CoRR
Zhenxi Lin, Ziheng Zhang, Meng Wang, Yinghui Shi, Xian Wu, Yefeng Zheng
2022 J jnl
Prophet Attention: Predicting Attention with Future Attention for Improved Image Captioning.
CoRR
Fenglin Liu, Xuewei Ma, Xuancheng Ren, Xian Wu, Wei Fan, Yuexian Zou, Xu Sun
2022 A* conf
Retrieve, Reason, and Refine: Generating Accurate and Faithful Patient Instructions.
NeurIPS
Fenglin Liu, Bang Yang, Chenyu You, Xian Wu, Shen Ge, Zhangdaihong Liu, Xu Sun, Yang Yang, David A. Clifton
2022 J jnl
Retrieve, Reason, and Refine: Generating Accurate and Faithful Patient Instructions.
CoRR
Fenglin Liu, Bang Yang, Chenyu You, Xian Wu, Shen Ge, Zhangdaihong Liu, Xu Sun, Yang Yang, David A. Clifton
2022 A* conf
Towards Joint Intent Detection and Slot Filling via Higher-order Attention.
IJCAI
Dongsheng Chen, Zhiqi Huang, Xian Wu, Shen Ge, Yuexian Zou
2021 — conf
AlignTransformer: Hierarchical Alignment of Visual Regions and Disease Tags for Medical Report Generation.
MICCAI (3)
Di You, Fenglin Liu, Shen Ge, Xiaoxia Xie, Jing Zhang, Xian Wu
2021 A* conf
Audio-Oriented Multimodal Machine Comprehension via Dynamic Inter- and Intra-modality Attention.
AAAI
Zhiqi Huang, Fenglin Liu, Xian Wu, Shen Ge, Helin Wang, Wei Fan, Yuexian Zou
2021 J jnl
Audio-Oriented Multimodal Machine Comprehension: Task, Dataset and Model.
CoRR
Zhiqi Huang, Fenglin Liu, Xian Wu, Shen Ge, Helin Wang, Wei Fan, Yuexian Zou
2021 A* conf
Auto-Encoding Knowledge Graph for Unsupervised Medical Report Generation.
NeurIPS
Fenglin Liu, Chenyu You, Xian Wu, Shen Ge, Sheng Wang, Xu Sun
2021 J jnl
Auto-Encoding Knowledge Graph for Unsupervised Medical Report Generation.
CoRR
Fenglin Liu, Chenyu You, Xian Wu, Shen Ge, Sheng Wang, Xu Sun
2021 — conf
Automatic Severity Rating for Improved Psoriasis Treatment.
MICCAI (7)
Xian Wu, YangTian Yan, Shuang Zhao, Yehong Kuang, Shen Ge, Kai Wang, Xiang Chen
2021 — conf
Competence-based Multimodal Curriculum Learning for Medical Report Generation.
ACL/IJCNLP (1)
Fenglin Liu, Shen Ge, Xian Wu
2021 — conf
Contrastive Attention for Automatic Chest X-ray Report Generation.
ACL/IJCNLP (Findings)
Fenglin Liu, Changchang Yin, Xian Wu, Shen Ge, Ping Zhang, Xu Sun
2021 J jnl
Contrastive Attention for Automatic Chest X-ray Report Generation.
CoRR
Fenglin Liu, Changchang Yin, Xian Wu, Shen Ge, Ping Zhang, Xu Sun
2021 A* conf
Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation.
CVPR
Fenglin Liu, Xian Wu, Shen Ge, Wei Fan, Yuexian Zou
2021 J jnl
Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation.
CoRR
Fenglin Liu, Xian Wu, Shen Ge, Wei Fan, Yuexian Zou
2021 J jnl
Knowledge Matters: Radiology Report Generation with General and Specific Knowledge.
CoRR
Shuxin Yang, Xian Wu, Shen Ge, Shaohua Kevin Zhou, Li Xiao
2021 — conf
O2NA: An Object-Oriented Non-Autoregressive Approach for Controllable Video Captioning.
ACL/IJCNLP (Findings)
Fenglin Liu, Xuancheng Ren, Xian Wu, Bang Yang, Shen Ge, Xu Sun
2021 J jnl
O2NA: An Object-Oriented Non-Autoregressive Approach for Controllable Video Captioning.
CoRR
Fenglin Liu, Xuancheng Ren, Xian Wu, Bang Yang, Shen Ge, Xu Sun
2021 A* conf
PD-Net: Quantitative Motor Function Evaluation for Parkinson's Disease via Automated Hand Gesture Analysis.
KDD
Yifei Chen, Haoyu Ma, Jiangyuan Wang, Jianbao Wu, Xian Wu, Xiaohui Xie
2021 J jnl
Radiology Report Generation with a Learned Knowledge Base and Multi-modal Alignment.
CoRR
Shuxin Yang, Xian Wu, Shen Ge, Xingwang Wu, S. Kevin Zhou, Li Xiao
2021 A* conf
U-BERT: Pre-training User Representations for Improved Recommendation.
AAAI
Zhaopeng Qiu, Xian Wu, Jingyue Gao, Wei Fan
2020 A conf
Adversarial Learning to Compare: Self-Attentive Prospective Customer Recommendation in Location based Social Networks.
WSDM
Ruirui Li, Xian Wu, Wei Wang
2020 A* conf
Automated Relational Meta-learning.
ICLR
Huaxiu Yao, Xian Wu, Zhiqiang Tao, Yaliang Li, Bolin Ding, Ruirui Li, Zhenhui Li
2020 J jnl
Automated Relational Meta-learning.
CoRR
Huaxiu Yao, Xian Wu, Zhiqiang Tao, Yaliang Li, Bolin Ding, Ruirui Li, Zhenhui Li
2020 B conf
Automatic Distractor Generation for Multiple Choice Questions in Standard Tests.
COLING
Zhaopeng Qiu, Xian Wu, Wei Fan
2020 J jnl
Automatic Distractor Generation for Multiple Choice Questions in Standard Tests.
CoRR
Zhaopeng Qiu, Xian Wu, Wei Fan
2020 Misc conf
Bridging Mixture Density Networks with Meta-Learning for Automatic Speaker Identification.
ICASSP
Ruirui Li, Jyun-Yu Jiang, Xian Wu, Hongda Mao, Chu-Cheng Hsieh, Wei Wang
2020 A* conf
Bridging the Gap between Vision and Language Domains for Improved Image Captioning.
ACM Multimedia
Fenglin Liu, Xian Wu, Shen Ge, Xiaoyu Zhang, Wei Fan, Yuexian Zou
2020 A* conf
Federated Learning for Vision-and-Language Grounding Problems.
AAAI
Fenglin Liu, Xian Wu, Shen Ge, Wei Fan, Yuexian Zou
2020 A* conf
Few-Shot Learning for New User Recommendation in Location-based Social Networks.
WWW
Ruirui Li, Xian Wu, Xiusi Chen, Wei Wang
2020 A* conf
MHM: Multi-modal Clinical Data based Hierarchical Multi-label Diagnosis Prediction.
SIGIR
Zhi Qiao, Zhen Zhang, Xian Wu, Shen Ge, Wei Fan
2020 A* conf
On the Generation of Medical Question-Answer Pairs.
AAAI
Sheng Shen, Yaliang Li, Nan Du, Xian Wu, Yusheng Xie, Shen Ge, Tao Yang, Kai Wang, Xingzheng Liang, Wei Fan
2020 A* conf
PSENet: Psoriasis Severity Evaluation Network.
AAAI
Yi Li, Zhe Wu, Shuang Zhao, Xian Wu, Yehong Kuang, YangTian Yan, Shen Ge, Kai Wang, Wei Fan, Xiang Chen, Yong Wang
2020 A* conf
Prophet Attention: Predicting Attention with Future Attention.
NeurIPS
Fenglin Liu, Xuancheng Ren, Xian Wu, Shen Ge, Wei Fan, Yuexian Zou, Xu Sun
2020 A conf
Speaker Identification for Household Scenarios with Self-Attention and Adversarial Training.
INTERSPEECH
Ruirui Li, Jyun-Yu Jiang, Xian Wu, Chu-Cheng Hsieh, Andreas Stolcke
2020 A conf
Spectrally-Enforced Global Receptive Field For Contextual Medical Image Segmentation And Classification.
ICME
Yongzhi Li, Lu Chi, Guiyu Tian, Yadong Mu, Shen Ge, Zhi Qiao, Xian Wu, Wei Fan
2020 A* conf
Swift: Delay is Simple and Effective for Congestion Control in the Datacenter.
SIGCOMM
Gautam Kumar, Nandita Dukkipati, Keon Jang, Hassan M. G. Wassel, Xian Wu, Behnam Montazeri, Yaogong Wang, Kevin Springborn, Christopher Alfeld, Michael Ryan, David Wetherall, Amin Vahdat
2019 A* conf
Click Feedback-Aware Query Recommendation Using Adversarial Examples.
WWW
Ruirui Li, Liangda Li, Xian Wu, Yunhong Zhou, Wei Wang
2019 A* conf
MNN: Multimodal Attentional Neural Networks for Diagnosis Prediction.
IJCAI
Zhi Qiao, Xian Wu, Shen Ge, Wei Fan
2019 J jnl
Multi-Grained Named Entity Recognition.
CoRR
Congying Xia, Chenwei Zhang, Tao Yang, Yaliang Li, Nan Du, Xian Wu, Wei Fan, Fenglong Ma, Philip S. Yu
2019 — conf
Multi-grained Named Entity Recognition.
ACL (1)
Congying Xia, Chenwei Zhang, Tao Yang, Yaliang Li, Nan Du, Xian Wu, Wei Fan, Fenglong Ma, Philip S. Yu
2019 A conf
Question Difficulty Prediction for Multiple Choice Problems in Medical Exams.
CIKM
Zhaopeng Qiu, Xian Wu, Wei Fan
2019 J jnl
Studies on Different CNN Algorithms for Face Skin Disease Classification Based on Clinical Images.
IEEE Access
Zhe Wu, Shuang Zhao, Yonghong Peng, Xiaoyu He, Xinyu Zhao, Kai Huang, Xian Wu, Wei Fan, Fangfang Li, Mingliang Chen, Jie Li, Weihong Huang, Xiang Chen, Yi Li
2019 J jnl
The Application of Deep Learning in the Risk Grading of Skin Tumors for Patients Using Clinical Images.
J. Medical Syst.
Xinyu Zhao, Xian Wu, Fangfang Li, Yi Li, Weihong Huang, Kai Huang, Xiaoyu He, Wei Fan, Zhe Wu, Mingliang Chen, Jie Li, Zhong-ling Luo, Juan Su, Bin Xie, Shuang Zhao
2018 J jnl
On the Generation of Medical Question-Answer Pairs.
CoRR
Sheng Shen, Yaliang Li, Nan Du, Xian Wu, Yusheng Xie, Shen Ge, Tao Yang, Kai Wang, Xingzheng Liang, Wei Fan
2016 A conf
Measuring Metrics.
CIKM
Pavel A. Dmitriev, Xian Wu
2015 J jnl
Detecting Marionette Microblog Users for Improved Information Credibility.
J. Comput. Sci. Technol.
Xian Wu, Wei Fan, Jing Gao, Ziming Feng, Yong Yu
2015 J jnl
Iterative sampling based frequent itemset mining for big data.
Int. J. Mach. Learn. Cybern.
Xian Wu, Wei Fan, Jing Peng, Kun Zhang, Yong Yu
2015 A* conf
Joint Modeling of Users' Interests and Mobility Patterns for Point-of-Interest Recommendation.
ACM Multimedia
Hongzhi Yin, Bin Cui, Zi Huang, Weiqing Wang, Xian Wu, Xiaofang Zhou
2014 J jnl
Adaptive subspace learning: an iterative approach for document clustering.
Neural Comput. Appl.
Xian Wu, Xiaoming Chen, Xiang Li, Lingli Zhou, Jian-Huang Lai
2013 C conf
Aggregation-Based Probing for Large-Scale Duplicate Image Detection.
APWeb
Ziming Feng, Jia Chen, Xian Wu, Yong Yu
2013 — conf
Detecting Marionette Microblog Users for Improved Information Credibility.
ECML/PKDD (3)
Xian Wu, Ziming Feng, Wei Fan, Jing Gao, Yong Yu
2012 — conf
A framework to represent and mine knowledge evolution from Wikipedia revisions.
WWW (Companion Volume)
Xian Wu, Wei Fan, Meilun Sheng, Li Zhang, Xiaoxiao Shi, Zhong Su, Yong Yu
2012 A* conf
Sembler: Ensembling Crowd Sequential Labeling for Improved Quality.
AAAI
Xian Wu, Wei Fan, Yong Yu
2011 A* conf
Analyzing and Predicting Not-Answered Questions in Community-based Question Answering Services.
AAAI
Lichun Yang, Shenghua Bao, Qingliang Lin, Xian Wu, Dingyi Han, Zhong Su, Yong Yu
2011 — conf
Class-driven correlation learning for chinese document categorization using discriminative features.
ICIMCS
Xian Wu, Lingli Zhou, Xiang Li, Jian-Huang Lai
2011 A* conf
Patent Maintenance Recommendation with Patent Information Network Model.
ICDM
Xin Jin, W. Scott Spangler, Ying Chen, Keke Cai, Rui Ma, Li Zhang, Xian Wu, Jiawei Han
2011 J jnl
Rank-1 Tensor Projection via Regularized Regression for Action Classification.
Int. J. Wavelets Multiresolution Inf. Process.
Xian Wu, Jian-Huang Lai, Xilin Chen
2011 — conf
ShareBoost: Boosting for Multi-view Learning with Performance Guarantees.
ECML/PKDD (2)
Jing Peng, Costin Barbu, Guna Seetharaman, Wei Fan, Xian Wu, Kannappan Palaniappan
2010 J jnl
EagleEye: Entity-centric business intelligence for smarter decisions.
IBM J. Res. Dev.
Li Zhang, Shenghua Bao, Honglei Guo, Huijia Zhu, Xiaoxun Zhang, Keke Cai, Ben Fei, Xian Wu, Zhenyu Guo, Zhong Su
2010 B conf
Efficient human action detection: a coarse-to-fine strategy.
ICIP
Xian Wu, Jian-Huang Lai, Xilin Chen
2010 J jnl
Video-Shot Transition Detection: a Spatio-Temporal Saliency Approach.
Int. J. Pattern Recognit. Artif. Intell.
Xian Wu, Jian-Huang Lai, Pong Chi Yuen
2009 Misc conf
A Framework of Face Tracking with Classification Using CAMShift-C and LBP.
ICIG
Xian Wu, Lihong Li, Jian-Huang Lai, Jian Huang
2009 — conf
SIMPLE: A Strategic Information Mining Platform for Licensing and Execution.
ICDM Workshops
Ying Chen, W. Scott Spangler, Jeffrey T. Kreulen, Stephen Boyer, Thomas D. Griffin, Alfredo Alba, Amit Behal, Bin He, Linda Kato, Ana Lelescu, Cheryl A. Kieliszewski, Xian Wu, Li Zhang
2009 A conf
sDoc: exploring social wisdom for document enhancement in web mining.
CIKM
Xiaoxun Zhang, Lichun Yang, Xian Wu, Honglei Guo, Zhili Guo, Shenghua Bao, Yong Yu, Zhong Su
2008 B conf
Enriching WordNet with Folksonomies.
PAKDD
Hao Zheng, Xian Wu, Yong Yu
2008 A* conf
Floatcascade learning for fast imbalanced web mining.
WWW
Xiaoxun Zhang, Xueying Wang, Honglei Guo, Zhili Guo, Xian Wu, Zhong Su
2008 A* conf
Hidden sentiment association in chinese web opinion mining.
WWW
Qi Su, Xinying Xu, Honglei Guo, Zhili Guo, Xian Wu, Xiaoxun Zhang, Bin Swen, Zhong Su
2007 — conf
An Unsupervised Model for Exploring Hierarchical Semantics from Social Annotations.
ISWC/ASWC
Mianwei Zhou, Shenghua Bao, Xian Wu, Yong Yu
2006 J jnl
Emergent Semantics from Folksonomies: A Quantitative Study.
J. Data Semant.
Lei Zhang, Xian Wu, Yong Yu
2006 A* conf
Exploring social annotations for the semantic web.
WWW
Xian Wu, Lei Zhang, Yong Yu
test_files/hello
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