Exploring social annotations for the semantic web. - Xian Wu 001; Lei Zhang 007; Yong Yu 001 (WWW, 2006)

Emergent Semantics from Folksonomies: A Quantitative Study. - Lei Zhang 007; Xian Wu 001; Yong Yu 001 (J. Data Semant., 2006)

An Unsupervised Model for Exploring Hierarchical Semantics from Social Annotations. - Mianwei Zhou; Shenghua Bao; Xian Wu 001; Yong Yu 001 (ISWC/ASWC, 2007)

Enriching WordNet with Folksonomies. - Hao Zheng 003; Xian Wu 001; Yong Yu 001 (PAKDD, 2008)

Hidden sentiment association in chinese web opinion mining. - Qi Su 001; Xinying Xu; Honglei Guo; Zhili Guo; Xian Wu 001; Xiaoxun Zhang; Bin Swen; Zhong Su (WWW, 2008)

Floatcascade learning for fast imbalanced web mining. - Xiaoxun Zhang; Xueying Wang; Honglei Guo; Zhili Guo; Xian Wu 001; Zhong Su (WWW, 2008)

sDoc: exploring social wisdom for document enhancement in web mining. - Xiaoxun Zhang; Lichun Yang; Xian Wu 001; Honglei Guo; Zhili Guo; Shenghua Bao; Yong Yu 001; Zhong Su (CIKM, 2009)

SIMPLE: A Strategic Information Mining Platform for Licensing and Execution. - Ying Chen 001; W. Scott Spangler; Jeffrey T. Kreulen; Stephen Boyer; Thomas D. Griffin; Alfredo Alba; Amit Behal; Bin He 001; Linda Kato; Ana Lelescu; Cheryl A. Kieliszewski; Xian Wu 001; et al. (ICDM Workshops, 2009)

A Framework of Face Tracking with Classification Using CAMShift-C and LBP. - Xian Wu 001; Lihong Li; Jian-Huang Lai; Jian Huang 009 (ICIG, 2009)

Efficient human action detection: a coarse-to-fine strategy. - Xian Wu 001; Jian-Huang Lai; Xilin Chen 001 (ICIP, 2010)

EagleEye: Entity-centric business intelligence for smarter decisions. - Li Zhang 007; Shenghua Bao; Honglei Guo; Huijia Zhu; Xiaoxun Zhang; Keke Cai; Ben Fei; Xian Wu 001; Zhenyu Guo; Zhong Su (IBM J. Res. Dev., 2010)

Video-Shot Transition Detection: a Spatio-Temporal Saliency Approach. - Xian Wu 001; Jian-Huang Lai; Pong Chi Yuen (Int. J. Pattern Recognit. Artif. Intell., 2010)

Analyzing and Predicting Not-Answered Questions in Community-based Question Answering Services. - Lichun Yang; Shenghua Bao; Qingliang Lin; Xian Wu 001; Dingyi Han; Zhong Su; Yong Yu 001 (AAAI, 2011)

Patent Maintenance Recommendation with Patent Information Network Model. - Xin Jin 001; W. Scott Spangler; Ying Chen 001; Keke Cai; Rui Ma; Li Zhang 007; Xian Wu 001; Jiawei Han 001 (ICDM, 2011)

Class-driven correlation learning for chinese document categorization using discriminative features. - Xian Wu 001; Lingli Zhou; Xiang Li 032; Jian-Huang Lai (ICIMCS, 2011)

ShareBoost: Boosting for Multi-view Learning with Performance Guarantees. - Jing Peng 001; Costin Barbu; Guna Seetharaman; Wei Fan 001; Xian Wu 001; Kannappan Palaniappan (ECML/PKDD (2), 2011)

Rank-1 Tensor Projection via Regularized Regression for Action Classification. - Xian Wu 001; Jian-Huang Lai; Xilin Chen 001 (Int. J. Wavelets Multiresolution Inf. Process., 2011)

Sembler: Ensembling Crowd Sequential Labeling for Improved Quality. - Xian Wu 001; Wei Fan 001; Yong Yu 001 (AAAI, 2012)

A framework to represent and mine knowledge evolution from Wikipedia revisions. - Xian Wu 001; Wei Fan 001; Meilun Sheng; Li Zhang 007; Xiaoxiao Shi; Zhong Su; Yong Yu 001 (WWW (Companion Volume), 2012)

Aggregation-Based Probing for Large-Scale Duplicate Image Detection. - Ziming Feng; Jia Chen 001; Xian Wu 001; Yong Yu 001 (APWeb, 2013)

Adaptive subspace learning: an iterative approach for document clustering. - Xian Wu 001; Xiaoming Chen; Xiang Li 032; Lingli Zhou; Jian-Huang Lai (Neural Comput. Appl., 2014)

Joint Modeling of Users' Interests and Mobility Patterns for Point-of-Interest Recommendation. - Hongzhi Yin; Bin Cui 001; Zi Huang; Weiqing Wang 001; Xian Wu 001; Xiaofang Zhou 001 (ACM Multimedia, 2015)

Detecting Marionette Microblog Users for Improved Information Credibility. - Xian Wu 001; Wei Fan 001; Jing Gao 004; Ziming Feng; Yong Yu 001 (J. Comput. Sci. Technol., 2015)

Iterative sampling based frequent itemset mining for big data. - Xian Wu 001; Wei Fan 001; Jing Peng 001; Kun Zhang 012; Yong Yu 001 (Int. J. Mach. Learn. Cybern., 2015)

Measuring Metrics. - Pavel A. Dmitriev; Xian Wu 001 (CIKM, 2016)

Multi-grained Named Entity Recognition. - Congying Xia; Chenwei Zhang; Tao Yang 012; Yaliang Li; Nan Du 001; Xian Wu 001; Wei Fan 001; Fenglong Ma; Philip S. Yu (ACL (1), 2019)

Question Difficulty Prediction for Multiple Choice Problems in Medical Exams. - Zhaopeng Qiu; Xian Wu 001; Wei Fan 001 (CIKM, 2019)

MNN: Multimodal Attentional Neural Networks for Diagnosis Prediction. - Zhi Qiao; Xian Wu 001; Shen Ge; Wei Fan 001 (IJCAI, 2019)

Click Feedback-Aware Query Recommendation Using Adversarial Examples. - Ruirui Li 002; Liangda Li; Xian Wu 001; Yunhong Zhou; Wei Wang 010 (WWW, 2019)

Studies on Different CNN Algorithms for Face Skin Disease Classification Based on Clinical Images. - Zhe Wu; Shuang Zhao; Yonghong Peng; Xiaoyu He; Xinyu Zhao; Kai Huang 008; Xian Wu 001; Wei Fan 001; Fangfang Li; Mingliang Chen; Jie Li; Weihong Huang; et al. (IEEE Access, 2019)

The Application of Deep Learning in the Risk Grading of Skin Tumors for Patients Using Clinical Images. - Xinyu Zhao; Xian Wu 001; Fangfang Li; Yi Li; Weihong Huang; Kai Huang 008; Xiaoyu He; Wei Fan 001; Zhe Wu; Mingliang Chen; Jie Li; Zhong-ling Luo; et al. (J. Medical Syst., 2019)

PSENet: Psoriasis Severity Evaluation Network. - Yi Li; Zhe Wu; Shuang Zhao; Xian Wu 001; Yehong Kuang; Yangtian Yan; Shen Ge; Kai Wang; Wei Fan 001; Xiang Chen; Yong Wang 002 (AAAI, 2020)

Federated Learning for Vision-and-Language Grounding Problems. - Fenglin Liu; Xian Wu 001; Shen Ge; Wei Fan 001; Yuexian Zou (AAAI, 2020)

On the Generation of Medical Question-Answer Pairs. - Sheng Shen 001; Yaliang Li; Nan Du 001; Xian Wu 001; Yusheng Xie; Shen Ge; Tao Yang 012; Kai Wang; Xingzheng Liang; Wei Fan 001 (AAAI, 2020)

Automatic Distractor Generation for Multiple Choice Questions in Standard Tests. - Zhaopeng Qiu; Xian Wu 001; Wei Fan 001 (COLING, 2020)

Bridging Mixture Density Networks with Meta-Learning for Automatic Speaker Identification. - Ruirui Li 002; Jyun-Yu Jiang; Xian Wu 001; Hongda Mao; Chu-Cheng Hsieh; Wei Wang 010 (ICASSP, 2020)

Automated Relational Meta-learning. - Huaxiu Yao; Xian Wu 001; Zhiqiang Tao; Yaliang Li; Bolin Ding; Ruirui Li 002; Zhenhui Li (ICLR, 2020)

Spectrally-Enforced Global Receptive Field For Contextual Medical Image Segmentation And Classification. - Yongzhi Li; Lu Chi; Guiyu Tian; Yadong Mu; Shen Ge; Zhi Qiao; Xian Wu 001; Wei Fan 001 (ICME, 2020)

Speaker Identification for Household Scenarios with Self-Attention and Adversarial Training. - Ruirui Li 002; Jyun-Yu Jiang; Xian Wu 001; Chu-Cheng Hsieh; Andreas Stolcke (INTERSPEECH, 2020)

Bridging the Gap between Vision and Language Domains for Improved Image Captioning. - Fenglin Liu; Xian Wu 001; Shen Ge; Xiaoyu Zhang; Wei Fan 001; Yuexian Zou (ACM Multimedia, 2020)

Prophet Attention: Predicting Attention with Future Attention. - Fenglin Liu; Xuancheng Ren; Xian Wu 001; Shen Ge; Wei Fan 001; Yuexian Zou; Xu Sun 001 (NeurIPS, 2020)

Swift: Delay is Simple and Effective for Congestion Control in the Datacenter. - Gautam Kumar 001; Nandita Dukkipati; Keon Jang; Hassan M. G. Wassel; Xian Wu 001; Behnam Montazeri; Yaogong Wang; Kevin Springborn; Christopher Alfeld; Michael Ryan; David Wetherall; Amin Vahdat (SIGCOMM, 2020)

MHM: Multi-modal Clinical Data based Hierarchical Multi-label Diagnosis Prediction. - Zhi Qiao; Zhen Zhang; Xian Wu 001; Shen Ge; Wei Fan 001 (SIGIR, 2020)

Adversarial Learning to Compare: Self-Attentive Prospective Customer Recommendation in Location based Social Networks. - Ruirui Li 002; Xian Wu 001; Wei Wang 010 (WSDM, 2020)

Few-Shot Learning for New User Recommendation in Location-based Social Networks. - Ruirui Li 002; Xian Wu 001; Xiusi Chen; Wei Wang 010 (WWW, 2020)

Audio-Oriented Multimodal Machine Comprehension via Dynamic Inter- and Intra-modality Attention. - Zhiqi Huang 001; Fenglin Liu; Xian Wu 001; Shen Ge; Helin Wang; Wei Fan 001; Yuexian Zou (AAAI, 2021)

U-BERT: Pre-training User Representations for Improved Recommendation. - Zhaopeng Qiu; Xian Wu 001; Jingyue Gao; Wei Fan 001 (AAAI, 2021)

Competence-based Multimodal Curriculum Learning for Medical Report Generation. - Fenglin Liu; Shen Ge; Xian Wu 001 (ACL/IJCNLP (1), 2021)

O2NA: An Object-Oriented Non-Autoregressive Approach for Controllable Video Captioning. - Fenglin Liu; Xuancheng Ren; Xian Wu 001; Bang Yang; Shen Ge; Xu Sun 001 (ACL/IJCNLP (Findings), 2021)

Contrastive Attention for Automatic Chest X-ray Report Generation. - Fenglin Liu; Changchang Yin; Xian Wu 001; Shen Ge; Ping Zhang 016; Xu Sun 001 (ACL/IJCNLP (Findings), 2021)

Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation. - Fenglin Liu; Xian Wu 001; Shen Ge; Wei Fan 001; Yuexian Zou (CVPR, 2021)

PD-Net: Quantitative Motor Function Evaluation for Parkinson's Disease via Automated Hand Gesture Analysis. - Yifei Chen; Haoyu Ma; Jiangyuan Wang; Jianbao Wu; Xian Wu 001; Xiaohui Xie (KDD, 2021)

Automatic Severity Rating for Improved Psoriasis Treatment. - Xian Wu 001; Yangtian Yan; Shuang Zhao; Yehong Kuang; Shen Ge; Kai Wang; Xiang Chen (MICCAI (7), 2021)

AlignTransformer: Hierarchical Alignment of Visual Regions and Disease Tags for Medical Report Generation. - Di You; Fenglin Liu; Shen Ge; Xiaoxia Xie; Jing Zhang; Xian Wu 001 (MICCAI (3), 2021)

Auto-Encoding Knowledge Graph for Unsupervised Medical Report Generation. - Fenglin Liu; Chenyu You; Xian Wu 001; Shen Ge; Sheng Wang 012; Xu Sun 001 (NeurIPS, 2021)

Audio-Oriented Multimodal Machine Comprehension: Task, Dataset and Model. - Zhiqi Huang 001; Fenglin Liu; Xian Wu 001; Shen Ge; Helin Wang; Wei Fan 001; Yuexian Zou (CoRR, 2021)

Knowledge Matters: Radiology Report Generation with General and Specific Knowledge. - Shuxin Yang; Xian Wu 001; Shen Ge; Shaohua Kevin Zhou; Li Xiao 005 (CoRR, 2021)

Radiology Report Generation with a Learned Knowledge Base and Multi-modal Alignment. - Shuxin Yang; Xian Wu 001; Shen Ge; Xingwang Wu; S. Kevin Zhou; Li Xiao 005 (CoRR, 2021)

Gromov-Wasserstein Guided Representation Learning for Cross-Domain Recommendation. - Xinhang Li 001; Zhaopeng Qiu; Xiangyu Zhao 001; Zihao Wang 001; Yong Zhang 002; Chunxiao Xing; Xian Wu 001 (CIKM, 2022)

Multi-modal Contrastive Representation Learning for Entity Alignment. - Zhenxi Lin; Ziheng Zhang; Meng Wang; Yinghui Shi; Xian Wu 001; Yefeng Zheng 001 (COLING, 2022)

DeltaNet: Conditional Medical Report Generation for COVID-19 Diagnosis. - Xian Wu 001; Shuxin Yang; Zhaopeng Qiu; Shen Ge; Yangtian Yan; Xingwang Wu; Yefeng Zheng 001; S. Kevin Zhou; Li Xiao 005 (COLING, 2022)

Contractible Regularization for Federated Learning on Non-IID Data. - Zifan Chen; Zhe Wu; Xian Wu 001; Li Zhang 047; Jie Zhao 009; Yangtian Yan; Yefeng Zheng 001 (ICDM, 2022)

Towards Joint Intent Detection and Slot Filling via Higher-order Attention. - Dongsheng Chen; Zhiqi Huang 001; Xian Wu 001; Shen Ge; Yuexian Zou (IJCAI, 2022)

AdaFS: Adaptive Feature Selection in Deep Recommender System. - Weilin Lin; Xiangyu Zhao 001; Yejing Wang; Tong Xu 001; Xian Wu 001 (KDD, 2022)

Graph-in-Graph Network for Automatic Gene Ontology Description Generation. - Fenglin Liu; Bang Yang; Chenyu You; Xian Wu 001; Shen Ge; Adelaide Woicik; Sheng Wang 012 (KDD, 2022)

DDR: Dialogue Based Doctor Recommendation for Online Medical Service. - Zhi Zheng 008; Zhaopeng Qiu; Hui Xiong 001; Xian Wu 001; Tong Xu 001; Enhong Chen; Xiangyu Zhao 001 (KDD, 2022)

End-to-end Spoken Conversational Question Answering: Task, Dataset and Model. - Chenyu You; Nuo Chen 001; Fenglin Liu; Shen Ge; Xian Wu 001; Yuexian Zou (NAACL-HLT (Findings), 2022)

Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations. - Peng Jin 001; Jinfa Huang; Fenglin Liu; Xian Wu 001; Shen Ge; Guoli Song; David A. Clifton; Jie Chen 001 (NeurIPS, 2022)

Retrieve, Reason, and Refine: Generating Accurate and Faithful Patient Instructions. - Fenglin Liu; Bang Yang; Chenyu You; Xian Wu 001; Shen Ge; Zhangdaihong Liu; Xu Sun 001; Yang Yang 125; David A. Clifton (NeurIPS, 2022)

Aequitas: admission control for performance-critical RPCs in datacenters. - Yiwen Zhang 008; Gautam Kumar 001; Nandita Dukkipati; Xian Wu 001; Priyaranjan Jha; Mosharaf Chowdhury; Amin Vahdat (SIGCOMM, 2022)

AutoField: Automating Feature Selection in Deep Recommender Systems. - Yejing Wang; Xiangyu Zhao 001; Tong Xu 001; Xian Wu 001 (WWW, 2022)

Conditional Generation Net for Medication Recommendation. - Rui Wu 010; Zhaopeng Qiu; Jiacheng Jiang; Guilin Qi; Xian Wu 001 (WWW, 2022)

CBR: Context Bias aware Recommendation for Debiasing User Modeling and Click Prediction✱. - Zhi Zheng 008; Zhaopeng Qiu; Tong Xu 001; Xian Wu 001; Xiangyu Zhao 001; Enhong Chen; Hui Xiong 001 (WWW, 2022)

Denoising Neural Network for News Recommendation with Positive and Negative Implicit Feedback. - Yunfan Hu; Zhaopeng Qiu; Xian Wu 001 (CoRR, 2022)

Prophet Attention: Predicting Attention with Future Attention for Improved Image Captioning. - Fenglin Liu; Xuewei Ma; Xuancheng Ren; Xian Wu 001; Wei Fan 001; Yuexian Zou; Xu Sun 001 (CoRR, 2022)

Knowledge matters: Chest radiology report generation with general and specific knowledge. - Shuxin Yang; Xian Wu 001; Shen Ge; S. Kevin Zhou; Li Xiao 005 (Medical Image Anal., 2022)

Aligning Source Visual and Target Language Domains for Unpaired Video Captioning. - Fenglin Liu; Xian Wu 001; Chenyu You; Shen Ge; Yuexian Zou; Xu Sun 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

DiMBERT: Learning Vision-Language Grounded Representations with Disentangled Multimodal-Attention. - Fenglin Liu; Xian Wu 001; Shen Ge; Xuancheng Ren; Wei Fan 001; Xu Sun 001; Yuexian Zou (ACM Trans. Knowl. Discov. Data, 2022)

Graph Neural News Recommendation with User Existing and Potential Interest Modeling. - Zhaopeng Qiu; Yunfan Hu; Xian Wu 001 (ACM Trans. Knowl. Discov. Data, 2022)

MultiCapCLIP: Auto-Encoding Prompts for Zero-Shot Multilingual Visual Captioning. - Bang Yang; Fenglin Liu; Xian Wu 001; Yaowei Wang 001; Xu Sun 001; Yuexian Zou (ACL (1), 2023)

REST: Drug-Drug Interaction Prediction via Reinforced Student-Teacher Curriculum Learning. - Xinhang Li 001; Zhaopeng Qiu; Xiangyu Zhao 001; Yong Zhang 002; Chunxiao Xing; Xian Wu 001 (CIKM, 2023)

Dialogue Medical Information Extraction with Medical-Item Graph and Dialogue-Status Enriched Representation. - Lei Gao; Xinnan Zhang; Xian Wu 001; Shen Ge; Yefeng Zheng 001 (EMNLP (Findings), 2023)

Relation-aware Ensemble Learning for Knowledge Graph Embedding. - Ling Yue; Yongqi Zhang; Quanming Yao; Yong Li 008; Xian Wu 001; Ziheng Zhang; Zhenxi Lin; Yefeng Zheng 001 (EMNLP, 2023)

Doctor Specific Tag Recommendation for Online Medical Record Management. - Yejing Wang; Shen Ge; Xiangyu Zhao 001; Xian Wu 001; Tong Xu 001; Chen Ma 001; Zhi Zheng 008 (KDD, 2023)

Distributionally Robust Sequential Recommnedation. - Rui Zhou; Xian Wu 001; Zhaopeng Qiu; Yefeng Zheng 001; Xu Chen 017 (SIGIR, 2023)

Exploring Social Media for Early Detection of Depression in COVID-19 Patients. - Jiageng Wu; Xian Wu 001; Yining Hua; Shixu Lin; Yefeng Zheng 001; Jie Yang 039 (WWW, 2023)

Qualifying Chinese Medical Licensing Examination with Knowledge Enhanced Generative Pre-training Model. - Jiageng Wu; Xian Wu 001; Zhaopeng Qiu; Minghui Li; Yefeng Zheng 001; Jie Yang 039 (CoRR, 2023)

JoTR: A Joint Transformer and Reinforcement Learning Framework for Dialog Policy Learning. - Wai-Chung Kwan; Huimin Wang; Hongru Wang 003; Zezhong Wang 004; Xian Wu 001; Yefeng Zheng 001; Kam-Fai Wong (CoRR, 2023)

MOELoRA: An MOE-based Parameter Efficient Fine-Tuning Method for Multi-task Medical Applications. - Qidong Liu 002; Xian Wu 001; Xiangyu Zhao 001; Yuanshao Zhu; Derong Xu; Feng Tian 002; Yefeng Zheng 001 (CoRR, 2023)

A Survey of Large Language Models in Medicine: Progress, Application, and Challenge. - Hongjian Zhou; Boyang Gu; Xinyu Zou; Yiru Li; Sam S. Chen; Peilin Zhou; Junling Liu; Yining Hua; Chengfeng Mao; Xian Wu 001; Zheng Li 018; Fenglin Liu (CoRR, 2023)

Large Language Models for Generative Information Extraction: A Survey. - Derong Xu; Wei Chen 156; Wenjun Peng; Chao Zhang; Tong Xu 001; Xiangyu Zhao 001; Xian Wu 001; Yefeng Zheng 001; Enhong Chen (CoRR, 2023)

Emerging drug interaction prediction enabled by a flow-based graph neural network with biomedical network. - Yongqi Zhang; Quanming Yao; Ling Yue; Xian Wu 001; Ziheng Zhang; Zhenxi Lin; Yefeng Zheng 001 (Nat. Comput. Sci., 2023)

A medical multimodal large language model for future pandemics. - Fenglin Liu; Tingting Zhu 001; Xian Wu 001; Bang Yang; Chenyu You; Chenyang Wang; Lei Lu; Zhangdaihong Liu; Yefeng Zheng 001; Xu Sun 001; Yang Yang 125; Lei A. Clifton; et al. (npj Digit. Medicine, 2023)

Knowledge-Enhanced Attributed Multi-Task Learning for Medicine Recommendation. - Yingying Zhang; Xian Wu 001; Quan Fang; Shengsheng Qian; Changsheng Xu (ACM Trans. Inf. Syst., 2023)

Interaction-aware Drug Package Recommendation via Policy Gradient. - Zhi Zheng 008; Chao Wang 086; Tong Xu 001; Dazhong Shen; Penggang Qin; Xiangyu Zhao 001; Baoxing Huai; Xian Wu 001; Enhong Chen (ACM Trans. Inf. Syst., 2023)

Radiology report generation with a learned knowledge base and multi-modal alignment. - Shuxin Yang; Xian Wu 001; Shen Ge; Zhuozhao Zheng; S. Kevin Zhou; Li Xiao 005 (Medical Image Anal., 2023)

Contrastive Multi-Modal Knowledge Graph Representation Learning. - Quan Fang; Xiaowei Zhang; Jun Hu 016; Xian Wu 001; Changsheng Xu (IEEE Trans. Knowl. Data Eng., 2023)

Improving Medical Vision-Language Contrastive Pretraining With Semantics-Aware Triage. - Bo Liu 095; Donghuan Lu; Dong Wei 004; Xian Wu 001; Yan Wang 015; Yu Zhang 185; Yefeng Zheng 001 (IEEE Trans. Medical Imaging, 2023)

Cooper: Coordinating Specialized Agents towards a Complex Dialogue Goal. - Yi Cheng; Wenge Liu; Jian Wang 054; Chak Tou Leong; Yi Ouyang; Wenjie Li 002; Xian Wu 001; Yefeng Zheng 001 (AAAI, 2024)

Pre-trained Online Contrastive Learning for Insurance Fraud Detection. - Rui Zhang; Dawei Cheng; Jie Yang 039; Yi Ouyang; Xian Wu 001; Yefeng Zheng 001; Changjun Jiang (AAAI, 2024)

imapScore: Medical Fact Evaluation Made Easy. - Huimin Wang; Yutian Zhao; Xian Wu 001; Yefeng Zheng 001 (ACL (Findings), 2024)

Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models. - Derong Xu; Ziheng Zhang; Zhihong Zhu; Zhenxi Lin; Qidong Liu 002; Xian Wu 001; Tong Xu 001; Wanyu Wang; Yuyang Ye 002; Xiangyu Zhao 001; Enhong Chen; Yefeng Zheng 001 (CIKM, 2024)

JoTR: A Joint Transformer and Reinforcement Learning Framework for Dialogue Policy Learning. - Wai-Chung Kwan; Huimin Wang; Hongru Wang 003; Zezhong Wang 004; Bin Liang 004; Xian Wu 001; Yefeng Zheng 001; Kam-Fai Wong (LREC/COLING, 2024)

Biomedical Entity Linking as Multiple Choice Question Answering. - Zhenxi Lin; Ziheng Zhang; Xian Wu 001; Yefeng Zheng 001 (LREC/COLING, 2024)

Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models. - Derong Xu; Ziheng Zhang; Zhenxi Lin; Xian Wu 001; Zhihong Zhu; Tong Xu 001; Xiangyu Zhao 001; Yefeng Zheng 001; Enhong Chen (LREC/COLING, 2024)

Knowledge-aware Attention Network for Medication Effectiveness Prediction. - Yingying Zhang; Xian Wu 001; Yu Zhang 185; Yefeng Zheng 001 (LREC/COLING, 2024)

MKeCL: Medical Knowledge-Enhanced Contrastive Learning for Few-shot Disease Diagnosis. - Yutian Zhao; Huimin Wang; Xian Wu 001; Yefeng Zheng 001 (LREC/COLING, 2024)

Alignment before Awareness: Towards Visual Question Localized-Answering in Robotic Surgery via Optimal Transport and Answer Semantics. - Zhihong Zhu; Yunyan Zhang; Xuxin Cheng; Zhiqi Huang 001; Derong Xu; Xian Wu 001; Yefeng Zheng 001 (LREC/COLING, 2024)

Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding. - Derong Xu; Ziheng Zhang; Zhihong Zhu; Zhenxi Lin; Qidong Liu 002; Xian Wu 001; Tong Xu 001; Xiangyu Zhao 001; Yefeng Zheng 001; Enhong Chen (EMNLP (Findings), 2024)

Can LLMs Replace Clinical Doctors? Exploring Bias in Disease Diagnosis by Large Language Models. - Yutian Zhao; Huimin Wang; Yuqi Liu; Suhuang Wu; Xian Wu 001; Yefeng Zheng 001 (EMNLP (Findings), 2024)

DGLF: A Dual Graph-based Learning Framework for Multi-modal Sarcasm Detection. - Zhihong Zhu; Kefan Shen; Zhaorun Chen; Yunyan Zhang; Yuyan Chen; Xiaoqi Jiao; Zhongwei Wan; Shaorong Xie; Wei Liu 027; Xian Wu 001; Yefeng Zheng 001 (EMNLP, 2024)

Improving Biomedical Entity Linking with Retrieval-Enhanced Learning. - Zhenxi Lin; Ziheng Zhang; Xian Wu 001; Yefeng Zheng 001 (ICASSP, 2024)

Safeguarding Fraud Detection from Attacks: A Robust Graph Learning Approach. - Jiasheng Wu; Xin Liu; Dawei Cheng; Yi Ouyang; Xian Wu 001; Yefeng Zheng 001 (IJCAI, 2024)

Guiding Clinical Reasoning with Large Language Models via Knowledge Seeds. - Jiageng Wu; Xian Wu 001; Jie Yang 039 (IJCAI, 2024)

TFCD: Towards Multi-modal Sarcasm Detection via Training-Free Counterfactual Debiasing. - Zhihong Zhu; Xianwei Zhuang; Yunyan Zhang; Derong Xu; Guimin Hu; Xian Wu 001; Yefeng Zheng 001 (IJCAI, 2024)

Multivariate Cooperative Game for Image-Report Pairs: Hierarchical Semantic Alignment for Medical Report Generation. - Zhihong Zhu; Xuxin Cheng; Yunyan Zhang; Zhaorun Chen; Qingqing Long; Hongxiang Li; Zhiqi Huang 001; Xian Wu 001; Yefeng Zheng 001 (MICCAI (3), 2024)

Aspects are Anchors: Towards Multimodal Aspect-based Sentiment Analysis via Aspect-driven Alignment and Refinement. - Zhanpeng Chen; Zhihong Zhu; Wanshi Xu; Yunyan Zhang; Xian Wu 001; Yefeng Zheng 001 (ACM Multimedia, 2024)

InMu-Net: Advancing Multi-modal Intent Detection via Information Bottleneck and Multi-sensory Processing. - Zhihong Zhu; Xuxin Cheng; Zhaorun Chen; Yuyan Chen; Yunyan Zhang; Xian Wu 001; Yefeng Zheng 001; Bowen Xing (ACM Multimedia, 2024)

MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical Journey. - Xian Wu 001; Yutian Zhao; Yunyan Zhang; Jiageng Wu; Zhihong Zhu; Yingying Zhang; Yi Ouyang; Ziheng Zhang; Huimin Wang; Zhenxi Lin; Jie Yang 039; Shuang Zhao; et al. (NeurIPS, 2024)

LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation. - Qidong Liu 002; Xian Wu 001; Yejing Wang; Zijian Zhang 009; Feng Tian 002; Yefeng Zheng 001; Xiangyu Zhao 001 (NeurIPS, 2024)

When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications. - Qidong Liu 002; Xian Wu 001; Xiangyu Zhao 001; Yuanshao Zhu; Derong Xu; Feng Tian 002; Yefeng Zheng 001 (SIGIR, 2024)

Causally Debiased Time-aware Recommendation. - Lei Wang 198; Chen Ma 001; Xian Wu 001; Zhaopeng Qiu; Yefeng Zheng 001; Xu Chen 017 (WWW, 2024)

GraphLeak: Patient Record Leakage through Gradients with Knowledge Graph. - Xi Sheryl Zhang; Weifan Guan; Jiahao Lu; Zhaopeng Qiu; Jian Cheng 001; Xian Wu 001; Yefeng Zheng 001 (WWW, 2024)

A deep learning approach for inter-patient classification of premature ventricular contraction from electrocardiogram. - Ziqiang Wang; Kun Wang 042; Xiaozhong Chen; Yefeng Zheng 001; Xian Wu 001 (Biomed. Signal Process. Control., 2024)

Large Language Model Distilling Medication Recommendation Model. - Qidong Liu 002; Xian Wu 001; Xiangyu Zhao 001; Yuanshao Zhu; Zijian Zhang 009; Feng Tian 002; Yefeng Zheng 001 (CoRR, 2024)

Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models. - Derong Xu; Ziheng Zhang; Zhihong Zhu; Zhenxi Lin; Qidong Liu 002; Xian Wu 001; Tong Xu 001; Xiangyu Zhao 001; Yefeng Zheng 001; Enhong Chen (CoRR, 2024)

MedKP: Medical Dialogue with Knowledge Enhancement and Clinical Pathway Encoding. - Jiageng Wu; Xian Wu 001; Yefeng Zheng 001; Jie Yang 039 (CoRR, 2024)

Generation is better than Modification: Combating High Class Homophily Variance in Graph Anomaly Detection. - Rui Zhang; Dawei Cheng; Xin Liu; Jie Yang 039; Yi Ouyang; Xian Wu 001; Yefeng Zheng 001 (CoRR, 2024)

Large Language Models Enhanced Sequential Recommendation for Long-tail User and Item. - Qidong Liu 002; Xian Wu 001; Xiangyu Zhao 001; Yejing Wang; Zijian Zhang 009; Feng Tian 002; Yefeng Zheng 001 (CoRR, 2024)

Evolving to be Your Soulmate: Personalized Dialogue Agents with Dynamically Adapted Personas. - Yi Cheng; Wenge Liu; Kaishuai Xu; Wenjun Hou; Yi Ouyang; Chak Tou Leong; Xian Wu 001; Yefeng Zheng 001 (CoRR, 2024)

Large Language Model Empowered Embedding Generator for Sequential Recommendation. - Qidong Liu 002; Xian Wu 001; Wanyu Wang; Yejing Wang; Yuanshao Zhu; Xiangyu Zhao 001; Feng Tian 002; Yefeng Zheng 001 (CoRR, 2024)

Large language models leverage external knowledge to extend clinical insight beyond language boundaries. - Jiageng Wu; Xian Wu 001; Zhaopeng Qiu; Minghui Li; Shixu Lin; Yingying Zhang; Yefeng Zheng 001; Changzheng Yuan; Jie Yang 039 (J. Am. Medical Informatics Assoc., 2024)

Conditional Cross-Platform User Engagement Prediction. - Xinhang Li 001; Zhaopeng Qiu; Jiacheng Jiang; Yong Zhang 002; Chunxiao Xing; Xian Wu 001 (ACM Trans. Inf. Syst., 2024)

ZeroNLG: Aligning and Autoencoding Domains for Zero-Shot Multimodal and Multilingual Natural Language Generation. - Bang Yang; Fenglin Liu; Yuexian Zou; Xian Wu 001; Yaowei Wang 001; David A. Clifton (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Distributional Fairness-aware Recommendation. - Hao Yang 045; Xian Wu 001; Zhaopeng Qiu; Yefeng Zheng 001; Xu Chen 017 (ACM Trans. Inf. Syst., 2024)

Large language models for generative information extraction: a survey. - Derong Xu; Wei Chen 156; Wenjun Peng; Chao Zhang; Tong Xu 001; Xiangyu Zhao 001; Xian Wu 001; Yefeng Zheng 001; Yang Wang 001; Enhong Chen (Frontiers Comput. Sci., 2024)

LLMEmb: Large Language Model Can Be a Good Embedding Generator for Sequential Recommendation. - Qidong Liu 002; Xian Wu 001; Wanyu Wang; Yejing Wang; Yuanshao Zhu; Xiangyu Zhao 001; Feng Tian 002; Yefeng Zheng 001 (AAAI, 2025)

Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation. - Derong Xu; Xinhang Li 002; Ziheng Zhang; Zhenxi Lin; Zhihong Zhu; Zhi Zheng 008; Xian Wu 001; Xiangyu Zhao 001; Tong Xu 001; Enhong Chen (AAAI, 2025)

A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs. - Yimin Deng; Yuxia Wu; Yejing Wang; Guoshuai Zhao; Li Zhu 003; Qidong Liu 002; Derong Xu; Zichuan Fu; Xian Wu 001; Yefeng Zheng 001; Xiangyu Zhao 001; Xueming Qian (ACL (Findings), 2025)

Training-free LLM Merging for Multi-task Learning. - Zichuan Fu; Xian Wu 001; Yejing Wang; Wanyu Wang; Shanshan Ye; Hongzhi Yin; Yi Chang 001; Yefeng Zheng 001; Xiangyu Zhao 001 (ACL (1), 2025)

AnchorCoT: Anchors Pave the Way for Multi-hop Reasoning. - Tianshi Ming; Xian Wu 001; Yingying Zhang; Zichuan Fu; Dawei Cheng (ACL (Findings), 2025)

A Survey on Foundation Language Models for Single-cell Biology. - Fan Zhang; Hao Chen 011; Zhihong Zhu; Ziheng Zhang; Zhenxi Lin; Ziyue Qiao; Yefeng Zheng 001; Xian Wu 001 (ACL (1), 2025)

Can We Trust AI Doctors? A Survey of Medical Hallucination in Large Language and Large Vision-Language Models. - Zhihong Zhu; Yunyan Zhang; Xianwei Zhuang; Fan Zhang; Zhongwei Wan; Yuyan Chen; Qingqing Long; Yefeng Zheng 001; Xian Wu 001 (ACL (Findings), 2025)

Monte Carlo Tree Search Based Prompt Autogeneration for Jailbreak Attacks against LLMs. - Suhuang Wu; Huimin Wang; Yutian Zhao; Xian Wu 001; Yefeng Zheng 001; Wei Li; Hui Li; Rongrong Ji (COLING, 2025)

NightAdapter: Learning a Frequency Adapter for Generalizable Night-time Scene Segmentation. - Qi Bi; Jingjun Yi; Huimin Huang 002; Hao Zheng 008; Haolan Zhan; Yawen Huang; Yuexiang Li; Xian Wu 001; Yefeng Zheng 001 (CVPR, 2025)

Structure Observation Driven Image-Text Contrastive Learning for Computed Tomography Report Generation. - Hong Liu; Dong Wei 004; Qiong Peng; Yawen Huang; Xian Wu 001; Yefeng Zheng 001; Liansheng Wang (IPMI (2), 2025)

A Layered Debating Multi-Agent System for Similar Disease Diagnosis. - Yutian Zhao; Huimin Wang; Yefeng Zheng 001; Xian Wu 001 (NAACL (Short Papers), 2025)

How much Medical Knowledge do LLMs have? An Evaluation of Medical Knowledge Coverage for LLMs. - Ziheng Zhang; Zhenxi Lin; Yefeng Zheng 001; Xian Wu 001 (WWW, 2025)

Federated modality-specific encoders and partially personalized fusion decoder for multimodal brain tumor segmentation. - Hong Liu; Dong Wei 004; Qian Dai; Xian Wu 001; Yefeng Zheng 001; Liansheng Wang (Medical Image Anal., 2025)

A multimodal multidomain multilingual medical foundation model for zero shot clinical diagnosis. - Fenglin Liu; Zheng Li 018; Qingyu Yin; Jinfa Huang; Jiebo Luo 001; Anshul Thakur; Kim Branson 001; Patrick Schwab; Bing Yin; Xian Wu 001; Yefeng Zheng 001; David A. Clifton (npj Digit. Medicine, 2025)

Rethinking Natural Language Generation with Layer-Wise Multi-View Decoding. - Fenglin Liu; Xuancheng Ren; Guangxiang Zhao; Chenyu You; Sherry Ma; Xian Wu 001; Wei Fan 001; Xu Sun 001 (ACM Trans. Knowl. Discov. Data, 2025)

Sliding Window Attention Training for Efficient Large Language Models. - Zichuan Fu; Wentao Song; Yejing Wang; Xian Wu 001; Yefeng Zheng 001; Yingying Zhang; Derong Xu; Xuetao Wei; Tong Xu 001; Xiangyu Zhao 001 (CoRR, 2025)

Intelligent strategy for severity scoring of skin diseases based on clinical decision-making thinking with lesion-aware transformer. - Kai Huang 008; Kai Sun; Jiayi Li; Zhe Wu; Xian Wu 001; Yuping Duan; Xiang Chen; Shuang Zhao (Artif. Intell. Rev., 2025)

BrainSegDMlF: A Dynamic Fusion-enhanced SAM for Brain Lesion Segmentation. - Hongming Wang; Yifeng Wu; Huimin Huang; Hongtao Wu; Jia-Xuan Jiang; Xiaodong Zhang; Hao Zheng 008; Xian Wu 001; Yefeng Zheng 001; Jinping Xu; Jing Cheng (CoRR, 2025)

CellVerse: Do Large Language Models Really Understand Cell Biology? - Fan Zhang; Tianyu Liu; Zhihong Zhu; Hao Wu 094; Haixin Wang 003; Donghao Zhou; Yefeng Zheng 001; Kun Wang 056; Xian Wu 001; Pheng-Ann Heng (CoRR, 2025)

T2: An Adaptive Test-Time Scaling Strategy for Contextual Question Answering. - Zhengyi Zhao; Shubo Zhang; Zezhong Wang 004; Huimin Wang; Yutian Zhao; Bin Liang 004; Yefeng Zheng 001; Binyang Li; Kam-Fai Wong; Xian Wu 001 (CoRR, 2025)

MemeReaCon: Probing Contextual Meme Understanding in Large Vision-Language Models. - Zhengyi Zhao; Shubo Zhang; Yuxi Zhang; Yanxi Zhao; Yifan Zhang 004; Zezhong Wang 004; Xiaohui Wang; Yutian Zhao; Bin Liang 004; Yefeng Zheng 001; Binyang Li; Kam-Fai Wong; et al. (CoRR, 2025)

Think or Not? Exploring Thinking Efficiency in Large Reasoning Models via an Information-Theoretic Lens. - Xixian Yong; Xiaofang Zhou 001; Yingying Zhang; Jinlin Li; Yefeng Zheng 001; Xian Wu 001 (CoRR, 2025)

Turb-L1: Achieving Long-term Turbulence Tracing By Tackling Spectral Bias. - Hao Wu 094; Yuan Gao; Ruiqi Shu; Zean Han; Fan Xu 009; Zhihong Zhu; Qingsong Wen; Xian Wu 001; Kun Wang 042; Xiaomeng Huang (CoRR, 2025)

Advanced long-term earth system forecasting by learning the small-scale nature. - Hao Wu; Yuan Gao; Ruiqi Shu; Kun Wang 056; Ruijian Gou; Chuhan Wu; Xinliang Liu; Juncai He; Shuhao Cao; Junfeng Fang; Xingjian Shi; Feng Tao; et al. (CoRR, 2025)

NeuralOM: Neural Ocean Model for Subseasonal-to-Seasonal Simulation. - Yuan Gao; Ruiqi Shu; Hao Wu 094; Fan Xu 009; Yanfei Xiang; Ruijian Gou; Qingsong Wen; Xian Wu 001; Xiaomeng Huang (CoRR, 2025)

The Butterfly Effect in Pathology: Exploring Security in Pathology Foundation Models. - Jiashuai Liu; Yingjia Shang; Yingkang Zhan; Di Zhang; Yi Niu; Dong Wei 004; Xian Wu 001; Zeyu Gao 001; Chen Li 011; Yefeng Zheng 001 (CoRR, 2025)

Aligning, Autoencoding and Prompting Large Language Models for Novel Disease Reporting. - Fenglin Liu; Xian Wu 001; Jinfa Huang; Bang Yang; Kim Branson 001; Patrick Schwab; Lei A. Clifton; Ping Zhang 016; Jiebo Luo 001; Yefeng Zheng 001; David A. Clifton (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

A Contrastive Pretrain Model with Prompt Tuning for Multi-center Medication Recommendation. - Qidong Liu 002; Zhaopeng Qiu; Xiangyu Zhao 001; Xian Wu 001; Zijian Zhang 009; Tong Xu 001; Feng Tian 002 (ACM Trans. Inf. Syst., 2025)

IQE-CLIP: Instance-aware Query Embedding for Zero-/Few-shot Anomaly Detection in Medical Domain. - Hong Huang; Weixiang Sun; Zhijian Wu; Jingwen Niu; Donghuan Lu; Xian Wu 001; Yefeng Zheng 001 (CoRR, 2025)

Model Merging for Knowledge Editing. - Zichuan Fu; Xian Wu 001; Guojing Li; Yingying Zhang; Yefeng Zheng 001; Tianshi Ming; Yejing Wang; Wanyu Wang; Xiangyu Zhao 001 (CoRR, 2025)

Adaptive Weighting Based Metal Artifact Reduction in CT Images. - Hong Wang 021; Yichen Wu; Yongbo Wang; Dong Wei 004; Xian Wu 001; Jianhua Ma 001; Yefeng Zheng 001 (IEEE Trans. Medical Imaging, 2025)

TRACE: Temporally Reliable Anatomically-Conditioned 3D CT Generation with Enhanced Efficiency. - Minye Shao; Xingyu Miao; Haoran Duan 001; Zeyu Wang 009; Jingkun Chen; Yawen Huang; Xian Wu 001; Jingjing Deng 001; Yang Long 001; Yefeng Zheng 001 (CoRR, 2025)

MME-Emotion: A Holistic Evaluation Benchmark for Emotional Intelligence in Multimodal Large Language Models. - Fan Zhang; Zebang Cheng; Chong Deng; Haoxuan Li; Zheng Lian; Qian Chen; Huadai Liu; Wen Wang; Yifan Zhang 004; Renrui Zhang; Ziyu Guo; Zhihong Zhu; et al. (CoRR, 2025)