Similarity-based Web Service Matchmaking. - Jian Wu 001; Zhaohui Wu 001 (IEEE SCC, 2005)

DART-Man: a management platform for Web services based on semantic Web technologies. - Jian Wu 001; Zhaohui Wu 001 (CSCWD (2), 2005)

DartGrid II: A Semantic Grid Platform for ITS. - Zhaohui Wu 001; Shuming Tang; ShuiGuang Deng; Jian Wu 001; Huajun Chen; Haijun Gao (IEEE Intell. Syst., 2005)

Consideration of Operation Composition in Semantic Service Matchmaking. - ShuiGuang Deng; Jian Wu 001; Ying Li 001; Zhaohui Wu 001 (IEEE SCC, 2006)

ITSGrid: A Novel Integrated Intelligent Transportation Information and Service Platform. - Wei Shi; Jian Wu 001; ShuiGuang Deng; Li Kuang; Huajun Chen; Dongcai Shi; Zhao Xu; Zhiyong Ye; Zhaohui Wu 001; Xiaohong Qian; Xiuhai Chen; Quanming Xu; et al. (IEEE SCC, 2006)

Using State Machine to Integrate Human Activity into BPEL in Dartflow. - Wei Shi; Jian Wu 001; Zhaohui Wu 001 (IEEE SCC, 2006)

Exploring the Flexible Workflow Technology to Automate Service Composition. - ShuiGuang Deng; Ying Li 001; Haijiang Xia; Jian Wu 001; Zhaohui Wu 001 (ASWC, 2006)

Describing and Verifying Web Service Using Type Theory. - Zhiwei Chen; Jian Wu 001; ShuiGuang Deng; Ying Li 001; Zhaohui Wu 001 (CSCWD, 2006)

Service Classification Using Adaptive Back-Propagation Neural Network and Semantic Similarity. - Li Kuang; Jian Wu 001; ShuiGuang Deng; Ying Li 001; Zhaohui Wu 001 (CSCWD, 2006)

Modeling Service Compatibility with Pi-calculus for Choreography. - ShuiGuang Deng; Zhaohui Wu 001; Mengchu Zhou; Ying Li 001; Jian Wu 001 (ER, 2006)

Service Matchmaking Based on Semantics and Interface Dependencies. - ShuiGuang Deng; Jian Wu 001; Ying Li 001; Zhaohui Wu 001 (WAIM, 2006)

Expressing Service and Query Behavior Using pi-Calculus for Matchmaking. - Li Kuang; Ying Li 001; ShuiGuang Deng; Jian Wu 001; Wei Shi; Zhaohui Wu 001 (Web Intelligence, 2006)

Intelligent Transportation Information Sharing and Service Integration in Semantic Grid Environment. - Wei Shi; Jian Wu 001; Ying Li 001; Li Kuang (Web Intelligence, 2006)

Exploring Dependency between Interfaces in Service Matchmaking. - Li Kuang; Jian Wu 001; Ying Li 001; ShuiGuang Deng; Zhaohui Wu 001 (IEEE SCC, 2007)

Automating Service Matchmaking using Type Theory. - Yuyu Yin; Ying Li 001; ShuiGuang Deng; Li Kuang; Jian Wu 001 (IEEE SCC, 2007)

Inverted Indexing for Composition-Oriented Service Discovery. - Li Kuang; Ying Li 001; Jian Wu 001; ShuiGuang Deng; Zhaohui Wu 001 (ICWS, 2007)

Using Improved FOAF to Enhance BPEL-extracted RBAC Capability. - Wei Shi; Jian Wu 001; Ying Li 001; Zhaohui Wu 001; Bo Wang (Web Intelligence, 2007)

Facilitating the Flexible Modeling of Human-Driven Workflow in BPEL. - Wei Shi; Jian Wu 001; Shaolin Zhou; Ling Zhang; Yuyu Yin; Zhaohui Wu 001 (AINA Workshops, 2008)

Service Behavioral Adaptation Based on Dependency Graph. - Bin Wu; ShuiGuang Deng; Jian Wu 001; Ying Li 001; Li Kuang; Jianwei Yin (APSCC, 2008)

Modeling and Design of Regional Traffic Dynamic Guidance Algorithm. - Shaolin Zhou; Wei Shi; Zhi Tang 009; Jian Wu 001; Zhaohui Wu 001 (ITSC, 2008)

An efficient two-phase service discovery mechanism. - ShuiGuang Deng; Zhaohui Wu 001; Jian Wu 001; Ying Li 001 (WWW, 2008)

Improving Scalability of Software Cloud for Composite Web Services. - Jian Wu 001; Qianhui Liang; Elisa Bertino (IEEE CLOUD, 2009)

Ontology Alignment Based Service Interface Adaptation. - Lu Jin; Jian Wu 001; Jianwei Yin; Ying Li 001; ShuiGuang Deng (IEEE SCC, 2009)

Bayesian network based services recommendation. - Jian Wu 001; Qianhui Liang; Hengyi Jian (APSCC, 2009)

Towards Adaptation of Service Interface Semantics. - Li Kuang; ShuiGuang Deng; Jian Wu 001; Ying Li 001 (ICWS, 2009)

Simulation Study of Public Goods Experiment. - Zhi Tang 009; Jian Wu 001; Wei Shi; Jing Wang; Hanyi Xu (KES-AMSTA, 2009)

Variable message sign and dynamic regional traffic guidance. - Wei Shi; Jian Wu 001; Shaolin Zhou; Ling Zhang; Zhi Tang 009; Yuyu Yin; Li Kuang; Zhaohui Wu 001 (IEEE Intell. Transp. Syst. Mag., 2009)

An Efficient Service Discovery Method and its Application. - ShuiGuang Deng; Zhaohui Wu 001; Jian Wu 001; Ying Li 001; Jianwei Yin (Int. J. Web Serv. Res., 2009)

Computing compatibility in dynamic service composition. - Zhaohui Wu 001; ShuiGuang Deng; Ying Li 001; Jian Wu 001 (Knowl. Inf. Syst., 2009)

Improve Service Interface Adaptation Using Sub-ontology Extraction. - Lu Jin; Jian Wu 001; Jianwei Yin; Yin Li; ShuiGuang Deng (IEEE SCC, 2010)

Recommendation on Uncertain Services. - Liang Chen 001; Jian Wu 001; Ru Jia; ShuiGuang Deng; Ying Li 001 (ICWS, 2010)

Analyzing Behavioral Substitution of Web Services Based on Pi-calculus. - Li Kuang; Yingjie Xia; ShuiGuang Deng; Jian Wu 001 (ICWS, 2010)

QoS-Driven Dynamic Reconfiguration of the SOA Based Software. - Ying Li 001; Xiaorong Zhang; Yuyu Yin; Jian Wu 001 (ICSS, 2010)

Automatic Composition of Semantic Web Services An Enhanced State Space Search Approach. - Bin Wu; Jian Wu 001; ShuiGuang Deng; Ying Li 001; Jianwei Yin (ICSS, 2010)

A C_net-based Verification of Web Service Compositions. - Hui Zhu; Jian Wu 001; Ying Li 001 (ICSS, 2010)

Service Recommendation: Similarity-Based Representative Skyline. - Liang Chen 001; Jian Wu 001; ShuiGuang Deng; Ying Li 001 (SERVICES, 2010)

An Enhanced QoS Prediction Approach for Service Selection. - Liang Chen 001; Yipeng Feng; Jian Wu 001; Zibin Zheng (IEEE SCC, 2011)

CBBCM: Clustering Based Automatic Service Composition. - Ying Ma; Liang Chen 001; Jian Hui; Jian Wu 001 (IEEE SCC, 2011)

QoS-Based Distributed Service Selection in Large-Scale Web Services. - Limin Pan; Liang Chen 001; Jian Hui; Jian Wu 001 (IEEE SCC, 2011)

Reference Models for Saas Oriented Business Workflow Management Systems. - Bin Wu; ShuiGuang Deng; Ying Li 001; Jian Wu 001; Jianwei Yin (IEEE SCC, 2011)

WTCluster: Utilizing Tags for Web Services Clustering. - Liang Chen 001; Liukai Hu; Zibin Zheng; Jian Wu 001; Jianwei Yin; Ying Li 001; ShuiGuang Deng (ICSOC, 2011)

Data-Dependency Aware Trust Evaluation for Service Choreography. - Longtao Huang; ShuiGuang Deng; Ying Li 001; Jian Wu 001; Jianwei Yin (ICWS, 2011)

AWSP: An Automatic Web Service Planner Based on Heuristic State Space Search. - Bin Wu; ShuiGuang Deng; Ying Li 001; Jian Wu 001; Jianwei Yin (ICWS, 2011)

Assessing and ranking structural correlations in graphs. - Ziyu Guan; Jian Wu 001; Qing Zhang; Ambuj K. Singh; Xifeng Yan (SIGMOD Conference, 2011)

WSTRank: Ranking Tags to Facilitate Web Service Mining. - Liang Chen 001; Zibin Zheng; Yipeng Feng; Jian Wu 001; Michael R. Lyu (ICSOC, 2012)

WSCRec: Utilizing Historical Information to Facilitate Web Service Composition. - Liang Chen 001; Hengyi Jian; Jian Wu 001 (ICWS, 2012)

MapReduce Skyline Query Processing with a New Angular Partitioning Approach. - Liang Chen 001; Kai Hwang 001; Jian Wu 001 (IPDPS Workshops, 2012)

MapReduce Based Skyline Services Selection for QoS-aware Composition. - Liang Chen 001; Li Kuang; Jian Wu 001 (IPDPS Workshops, 2012)

Titan: a system for effective web service discovery. - Jian Wu 001; Liang Chen 001; Yanan Xie; Zibin Zheng (WWW (Companion Volume), 2012)

Composite Service Recommendation Based on Bayes Theorem. - Jian Wu 001; Liang Chen 001; Hengyi Jian; Zhaohui Wu 001 (Int. J. Web Serv. Res., 2012)

UCOS: Enhanced Online Skyline Computation by User Clustering. - Kehan Chen; Lichuan Ji; Kunyang Jia; Jian Wu 001 (IEEE SCC, 2013)

Full Recognition of Massive Products Based on Property Set. - Li Kuang; Liang Chen 001; Yanan Xie; Jian Wu 001 (BigData Congress, 2013)

Content-boosted maximum margin matrix factorization for Flickr group recommendation. - Yilun Wang; Liang Chen 001; Jian Wu 001 (DUBMOD@CIKM, 2013)

iNewsBox: modeling and exploiting implicit feedback for building personalized news radio. - Yanan Xie; Liang Chen 001; Kunyang Jia; Lichuan Ji; Jian Wu 001 (CIKM, 2013)

gIceberg: Towards iceberg analysis in large graphs. - Nan Li; Ziyu Guan; Lijie Ren; Jian Wu 001; Jiawei Han 001; Xifeng Yan (ICDE, 2013)

WT-LDA: User Tagging Augmented LDA for Web Service Clustering. - Liang Chen 001; Yilun Wang; Qi Yu 001; Zibin Zheng; Jian Wu 001 (ICSOC, 2013)

A Semantic-Based Dual Caching System for Nomadic Web Service. - Panpan Han; Liang Chen 001; Jian Wu 001 (PAKDD Workshops, 2013)

FTCRank: Ranking Components for Building Highly Reliable Cloud Applications. - Hanze Xu; Yanan Xie; Dinglong Duan; Liang Chen 001; Jian Wu 001 (PAKDD Workshops, 2013)

Collaborative QoS Prediction via Feedback-Based Trust Model. - Liang Chen 001; Yipeng Feng; Jian Wu 001 (SOCA, 2013)

Collaborative QoS Prediction via Matrix Factorization and Topic Model. - Tingting Liang; Lichuan Ji; Liang Chen 001; Jian Wu 001; Zhaohui Wu 001 (SOCA, 2013)

Selecting skyline services for QoS-aware composition by upgrading MapReduce paradigm. - Jian Wu 001; Liang Chen 001; Qi Yu 001; Li Kuang; Yilun Wang; Zhaohui Wu 001 (Clust. Comput., 2013)

Static and Dynamic Structural Correlations in Graphs. - Jian Wu 001; Ziyu Guan; Qing Zhang; Ambuj K. Singh; Xifeng Yan (IEEE Trans. Knowl. Data Eng., 2013)

Predicting Quality of Service for Selection by Neighborhood-Based Collaborative Filtering. - Jian Wu 001; Liang Chen 001; Yipeng Feng; Zibin Zheng; MengChu Zhou; Zhaohui Wu 001 (IEEE Trans. Syst. Man Cybern. Syst., 2013)

Data Augmented Maximum Margin Matrix Factorization for Flickr Group Recommendation. - Liang Chen 001; Yilun Wang; Tingting Liang; Lichuan Ji; Jian Wu 001 (PAKDD (1), 2014)

SLQ: a user-friendly graph querying system. - Shengqi Yang; Yanan Xie; Yinghui Wu 001; Tianyi Wu; Huan Sun 001; Jian Wu 001; Xifeng Yan (SIGMOD Conference, 2014)

Co-Clustering WSDL Documents to Bootstrap Service Discovery. - Tingting Liang; Liang Chen 001; Haochao Ying; Jian Wu 001 (SOCA, 2014)

Modelling and exploring historical records to facilitate service composition. - Jian Wu 001; Liang Chen 001; Yanan Xie; Lichuan Ji; Zhaohui Wu 001 (Int. J. Web Grid Serv., 2014)

Trust-Based Personalized Service Recommendation: A Network Perspective. - ShuiGuang Deng; Longtao Huang; Jian Wu 001; Zhaohui Wu 001 (J. Comput. Sci. Technol., 2014)

Modeling and exploiting tag relevance for Web service mining. - Liang Chen 001; Jian Wu 001; Zibin Zheng; Michael R. Lyu; Zhaohui Wu 001 (Knowl. Inf. Syst., 2014)

Clustering Web services to facilitate service discovery. - Jian Wu 001; Liang Chen 001; Zibin Zheng; Michael R. Lyu; Zhaohui Wu 001 (Knowl. Inf. Syst., 2014)

Instant Recommendation for Web Services Composition. - Liang Chen 001; Jian Wu 001; Hengyi Jian; Hongbo Deng; Zhaohui Wu 001 (IEEE Trans. Serv. Comput., 2014)

Crowdsourcing Based API Search via Leveraging Twitter Lists Information. - Tingting Liang; Liang Chen 001; Haochao Ying; Zibin Zheng; Jian Wu 001 (ICDM Workshops, 2015)

CASE: A Platform for Crowdsourcing Based API Search. - Tingting Liang; Liang Chen 001; Zhining Xie; Wei Yang; Jian Wu 001 (ICSOC, 2015)

WS-HFS: A Heterogeneous Feature Selection Framework for Web Services Mining. - Liang Chen 001; Qi Yu 001; Philip S. Yu; Jian Wu 001 (ICWS, 2015)

Manifold-Learning Based API Recommendation for Mashup Creation. - Wei Gao 001; Liang Chen 001; Jian Wu 001; Honghao Gao (ICWS, 2015)

Time-Aware API Popularity Prediction via Heterogeneous Features. - Yao Wan 001; Liang Chen 001; Jian Wu 001; Qi Yu 001 (ICWS, 2015)

Trust-aware media recommendation in heterogeneous social networks. - Jian Wu 001; Liang Chen 001; Qi Yu 001; Panpan Han; Zhaohui Wu 001 (World Wide Web, 2015)

EARec: leveraging expertise and authority for pull-request reviewer recommendation in GitHub. - Haochao Ying; Liang Chen 001; Tingting Liang; Jian Wu 001 (CSI-SE@ICSE, 2016)

Personalized API Recommendation via Implicit Preference Modeling. - Wei Gao 001; Liang Chen 001; Jian Wu 001; Hai Dong; Athman Bouguettaya (ICSOC, 2016)

Meta-Path Based Service Recommendation in Heterogeneous Information Networks. - Tingting Liang; Liang Chen 001; Jian Wu 001; Hai Dong; Athman Bouguettaya (ICSOC, 2016)

Joint Modeling Users, Services, Mashups, and Topics for Service Recommendation. - Wei Gao 001; Liang Chen 001; Jian Wu 001; Athman Bouguettaya (ICWS, 2016)

Exploiting Heterogeneous Information for Tag Recommendation in API Management. - Tingting Liang; Liang Chen 001; Jian Wu 001; Athman Bouguettaya (ICWS, 2016)

Incorporating Heterogeneous Information for Mashup Discovery with Consistent Regularization. - Yao Wan 001; Liang Chen 001; Qi Yu 001; Tingting Liang; Jian Wu 001 (PAKDD (1), 2016)

Collaborative Deep Ranking: A Hybrid Pair-Wise Recommendation Algorithm with Implicit Feedback. - Haochao Ying; Liang Chen 001; Yuwen Xiong; Jian Wu 001 (PAKDD (2), 2016)

Temporal Pattern Based QoS Prediction. - Liang Chen 001; Haochao Ying; Qibo Qiu; Jian Wu 001; Hai Dong; Athman Bouguettaya (WISE (2), 2016)

PGRank: Personalized Geographical Ranking for Point-of-Interest Recommendation. - Haochao Ying; Liang Chen 001; Yuwen Xiong; Jian Wu 001 (WWW (Companion Volume), 2016)

Modern Service Industry and Crossover Services: Development and Trends in China. - Zhaohui Wu 001; Jianwei Yin; ShuiGuang Deng; Jian Wu 001; Ying Li 001; Liang Chen 001 (IEEE Trans. Serv. Comput., 2016)

A Broad Learning Approach for Context-Aware Mobile Application Recommendation. - Tingting Liang; Lifang He 001; Chun-Ta Lu; Liang Chen 001; Philip S. Yu; Jian Wu 001 (ICDM, 2017)

A Novel Framework for Service Set Recommendation in Mashup Creation. - Wei Gao 001; Jian Wu 001 (ICWS, 2017)

Mobile Application Rating Prediction via Feature-Oriented Matrix Factorization. - Tingting Liang; Liang Chen 001; Xingde Ying; Philip S. Yu; Jian Wu 001; Zibin Zheng (ICWS, 2017)

Exploiting Geographical Location for Team Formation in Social Coding Sites. - Yuqiang Han; Yao Wan 001; Liang Chen 001; Guandong Xu; Jian Wu 001 (PAKDD (1), 2017)

Improved Dynamic Memory Network for Dialogue Act Classification with Adversarial Training. - Yao Wan 001; Wenqiang Yan; Jianwei Gao; Zhou Zhao 001; Jian Wu 001; Philip S. Yu (IEEE BigData, 2018)

Sequential Recommender System based on Hierarchical Attention Networks. - Haochao Ying; Fuzhen Zhuang; Fuzheng Zhang; Yanchi Liu; Guandong Xu; Xing Xie 001; Hui Xiong 001; Jian Wu 001 (IJCAI, 2018)

Improving automatic source code summarization via deep reinforcement learning. - Yao Wan 001; Zhou Zhao 001; Min Yang 007; Guandong Xu; Haochao Ying; Jian Wu 001; Philip S. Yu (ASE, 2018)

A Framework for Identifying Diabetic Retinopathy Based on Anti-noise Detection and Attention-Based Fusion. - Zhiwen Lin; Ruoqian Guo; Yanjie Wang; Bian Wu; Tingting Chen 002; Wenzhe Wang; Danny Z. Chen; Jian Wu 001 (MICCAI (2), 2018)

Deep Active Self-paced Learning for Accurate Pulmonary Nodule Segmentation. - Wenzhe Wang; Yifei Lu; Bian Wu; Tingting Chen 002; Danny Z. Chen; Jian Wu 001 (MICCAI (2), 2018)

Dense Convolutional Binary-Tree Networks for Lung Nodule Classification. - Yijing Liu; Pengyi Hao; Peng Zhang 043; Xinnan Xu; Jian Wu 001; Wei Chen 001 (IEEE Access, 2018)

Exploiting cross-source knowledge for warming up community question answering services. - Yao Wan 001; Guandong Xu; Liang Chen 001; Zhou Zhao 001; Jian Wu 001 (Neurocomputing, 2018)

SCSMiner: mining social coding sites for software developer recommendation with relevance propagation. - Yao Wan 001; Liang Chen 001; Guandong Xu; Zhou Zhao 001; Jie Tang 001; Jian Wu 001 (World Wide Web, 2018)

Multi-Modal Fusion Learning For Cervical Dysplasia Diagnosis. - Tingting Chen 002; Xinjun Ma; Xingde Ying; Wenzhe Wang; Chunnv Yuan; Weiguo Lu; Danny Z. Chen; Jian Wu 001 (ISBI, 2019)

Multi-modal Attention Network Learning for Semantic Source Code Retrieval. - Yao Wan 001; Jingdong Shu; Yulei Sui; Guandong Xu; Zhou Zhao 001; Jian Wu 001; Philip S. Yu (ASE, 2019)

Multi-view Learning with Feature Level Fusion for Cervical Dysplasia Diagnosis. - Tingting Chen 002; Xinjun Ma; Xuechen Liu; Wenzhe Wang; Ruiwei Feng; Jintai Chen; Chunnv Yuan; Weiguo Lu; Danny Z. Chen; Jian Wu 001 (MICCAI (1), 2019)

LSRC: A Long-Short Range Context-Fusing Framework for Automatic 3D Vertebra Localization. - Jintai Chen; Yanjie Wang; Ruoqian Guo; Bohan Yu; Tingting Chen 002; Wenzhe Wang; Ruiwei Feng; Danny Z. Chen; Jian Wu 001 (MICCAI (6), 2019)

Prediction of Extubation Failure for Intensive Care Unit Patients Using Light Gradient Boosting Machine. - Tingting Chen 002; Jun Xu; Haochao Ying; Xiaojun Chen; Ruiwei Feng; Xueling Fang; Honghao Gao; Jian Wu 001 (IEEE Access, 2019)

Exploiting User Tagging for Web Service Co-Clustering. - Tingting Liang; Yishan Chen; Wei Gao 001; Ming Chen; Meilian Zheng; Jian Wu 001 (IEEE Access, 2019)

Nodule-Plus R-CNN and Deep Self-Paced Active Learning for 3D Instance Segmentation of Pulmonary Nodules. - Wenzhe Wang; Ruiwei Feng; Jintai Chen; Yifei Lu; Tingting Chen 002; Hongyun Yu; Danny Z. Chen; Jian Wu 001 (IEEE Access, 2019)

SMS: A Framework for Service Discovery by Incorporating Social Media Information. - Tingting Liang; Liang Chen 001; Jian Wu 001; Guandong Xu; Zhaohui Wu 001 (IEEE Trans. Serv. Comput., 2019)

Time-aware metric embedding with asymmetric projection for successive POI recommendation. - Haochao Ying; Jian Wu 001; Guandong Xu; Yanchi Liu; Tingting Liang; Xiao Zhang 015; Hui Xiong 001 (World Wide Web, 2019)

Flow-Mixup: Classifying Multi-labeled Medical Images with Corrupted Labels. - Jintai Chen; Hongyun Yu; Ruiwei Feng; Danny Z. Chen; Jian Wu 001 (BIBM, 2020)

A Hierarchical Graph Network for 3D Object Detection on Point Clouds. - Jintai Chen; Biwen Lei; Qingyu Song 004; Haochao Ying; Danny Z. Chen; Jian Wu 001 (CVPR, 2020)

SSN: A Stair-Shape Network for Real-Time Polyp Segmentation in Colonoscopy Images. - Ruiwei Feng; Biwen Lei; Wenzhe Wang; Tingting Chen 002; Jintai Chen; Danny Z. Chen; Jian Wu 001 (ISBI, 2020)

A Fully 3D Cascaded Framework for Pancreas Segmentation. - Wenzhe Wang; Qingyu Song 004; Ruiwei Feng; Tingting Chen 002; Jintai Chen; Danny Z. Chen; Jian Wu 001 (ISBI, 2020)

Doctor Imitator: A Graph-Based Bone Age Assessment Framework Using Hand Radiographs. - Jintai Chen; Bohan Yu; Biwen Lei; Ruiwei Feng; Danny Z. Chen; Jian Wu 001 (MICCAI (6), 2020)

Dual-Level Selective Transfer Learning for Intrahepatic Cholangiocarcinoma Segmentation in Non-enhanced Abdominal CT. - Wenzhe Wang; Qingyu Song 004; Jiarong Zhou; Ruiwei Feng; Tingting Chen 002; Wenhao Ge; Danny Z. Chen; S. Kevin Zhou; Weilin Wang; Jian Wu 001 (MICCAI (1), 2020)

Texture branch network for chronic kidney disease screening based on ultrasound images. - Pengyi Hao; Zhen-yu Xu; Shu-yuan Tian; Fuli Wu; Wei Chen 001; Jian Wu 001; Xiaonan Luo (Frontiers Inf. Technol. Electron. Eng., 2020)

CAMAR: a broad learning based context-aware recommender for mobile applications. - Tingting Liang; Lifang He 001; Chun-Ta Lu; Liang Chen 001; Haochao Ying; Philip S. Yu; Jian Wu 001 (Knowl. Inf. Syst., 2020)

Multi-view factorization machines for mobile app recommendation based on hierarchical attention. - Tingting Liang; Lei Zheng 001; Liang Chen 001; Yao Wan 001; Philip S. Yu; Jian Wu 001 (Knowl. Based Syst., 2020)

Fast and Efficient Facial Expression Recognition Using a Gabor Convolutional Network. - Ping Jiang 004; Bo Wan; Quan Wang 006; Jian Wu 001 (IEEE Signal Process. Lett., 2020)

To Choose or to Fuse? Scale Selection for Crowd Counting. - Qingyu Song 001; Changan Wang; Yabiao Wang; Ying Tai; Chengjie Wang; Jilin Li; Jian Wu 001; Jiayi Ma 001 (AAAI, 2021)

AGMI: Attention-Guided Multi-omics Integration for Drug Response Prediction with Graph Neural Networks. - Ruiwei Feng; Yufeng Xie; Minshan Lai; Danny Z. Chen; Ji Cao; Jian Wu 001 (BIBM, 2021)

Full Scale Attention for Automated COVID-19 Diagnosis from CT Images. - Zheng Cao 005; Cailin Mu; Haochao Ying; Jian Wu 001 (EMBC, 2021)

A Receptor Skeleton for Capsule Neural Networks. - Jintai Chen; Hongyun Yu; Chengde Qian; Danny Z. Chen; Jian Wu 001 (ICML, 2021)

Electrocardio Panorama: Synthesizing New ECG views with Self-supervision. - Jintai Chen; Xiangshang Zheng; Hongyun Yu; Danny Z. Chen; Jian Wu 001 (IJCAI, 2021)

CanDriS: posterior profiling of cancer-driving sites based on two-component evolutionary model. - Wenyi Zhao; Jingwen Yang; Jingcheng Wu; Guoxing Cai; Yao Zhang; Jeffrey Haltom; Weijia Su; Michael J. Dong; Shuqing Chen; Jian Wu 001; Zhan Zhou; Xun Gu 002 (Briefings Bioinform., 2021)

Cascaded SE-ResUnet for segmentation of thoracic organs at risk. - Zheng Cao 005; Bohan Yu; Biwen Lei; Haochao Ying; Xiao Zhang 015; Danny Z. Chen; Jian Wu 001 (Neurocomputing, 2021)

Enhancing session-based social recommendation through item graph embedding and contextual friendship modeling. - Pan Gu; Yuqiang Han; Wei Gao 001; Guandong Xu; Jian Wu 001 (Neurocomputing, 2021)

A semi-supervised deep convolutional framework for signet ring cell detection. - Haochao Ying; Qingyu Song 004; Jintai Chen; Tingting Liang; Jingjing Gu; Fuzhen Zhuang; Danny Z. Chen; Jian Wu 001 (Neurocomputing, 2021)

Could graph neural networks learn better molecular representation for drug discovery? A comparison study of descriptor-based and graph-based models. - Dejun Jiang 002; Zhenxing Wu; Chang-Yu Hsieh; Guangyong Chen; Ben Liao; Zhe Wang 041; Chao Shen 008; Dong-Sheng Cao 001; Jian Wu 001; Tingjun Hou (J. Cheminformatics, 2021)

Radiographs and texts fusion learning based deep networks for skeletal bone age assessment. - Pengyi Hao; Taotao Ye; Xuhang Xie; Fuli Wu; Weilong Ding; Wuheng Zuo; Wei Chen 001; Jian Wu 001; Xiaonan Luo (Multim. Tools Appl., 2021)

PROTAC-DB: an online database of PROTACs. - Gaoqi Weng; Chao Shen 008; Dong-Sheng Cao 001; Junbo Gao; Xiaowu Dong; Qiaojun He; Bo Yang 023; Dan Li 013; Jian Wu 001; Tingjun Hou (Nucleic Acids Res., 2021)

Multi-modality fusion learning for the automatic diagnosis of optic neuropathy. - Zheng Cao 005; Chuanbin Sun; Wenzhe Wang; Xiangshang Zheng; Jian Wu 001; Honghao Gao (Pattern Recognit. Lett., 2021)

A Transfer Learning Based Super-Resolution Microscopy for Biopsy Slice Images: The Joint Methods Perspective. - Jintai Chen; Haochao Ying; Xuechen Liu; Jingjing Gu; Ruiwei Feng; Tingting Chen 002; Honghao Gao; Jian Wu 001 (IEEE ACM Trans. Comput. Biol. Bioinform., 2021)

A Deep Learning Approach for Colonoscopy Pathology WSI Analysis: Accurate Segmentation and Classification. - Ruiwei Feng; Xuechen Liu; Jintai Chen; Danny Z. Chen; Honghao Gao; Jian Wu 001 (IEEE J. Biomed. Health Informatics, 2021)

KerNet: A Novel Deep Learning Approach for Keratoconus and Sub-Clinical Keratoconus Detection Based on Raw Data of the Pentacam HR System. - Ruiwei Feng; Zhe Xu; Xiangshang Zheng; Heping Hu; Xiuming Jin; Danny Z. Chen; Ke Yao; Jian Wu 001 (IEEE J. Biomed. Health Informatics, 2021)

Interactive Few-Shot Learning: Limited Supervision, Better Medical Image Segmentation. - Ruiwei Feng; Xiangshang Zheng; Tianxiang Gao; Jintai Chen; Wenzhe Wang; Danny Z. Chen; Jian Wu 001 (IEEE Trans. Medical Imaging, 2021)

Aspect-level sentiment capsule network for micro-video click-through rate prediction. - Yuqiang Han; Pan Gu; Wei Gao 001; Guandong Xu; Jian Wu 001 (World Wide Web, 2021)

Multiple interleaving interests modeling of sequential user behaviors in e-commerce platform. - Yuqiang Han; Qian Li 016; Yang Xiao; Hucheng Zhou; Zhenglu Yang; Jian Wu 001 (World Wide Web, 2021)

DANets: Deep Abstract Networks for Tabular Data Classification and Regression. - Jintai Chen; Kuanlun Liao; Yao Wan 001; Danny Z. Chen; Jian Wu 001 (AAAI, 2022)

CTT-Net: A Multi-view Cross-token Transformer for Cataract Postoperative Visual Acuity Prediction. - Jinhong Wang; Jingwen Wang; Tingting Chen 002; Wenhao Zheng; Zhe Xu; Xingdi Wu; Wen Xu; Haochao Ying; Danny Z. Chen; Jian Wu 001 (BIBM, 2022)

DialMed: A Dataset for Dialogue-based Medication Recommendation. - Zhenfeng He; Yuqiang Han; Zhenqiu Ouyang; Wei Gao 001; Hongxu Chen 002; Guandong Xu; Jian Wu 001 (COLING, 2022)

ME-GAN: Learning Panoptic Electrocardio Representations for Multi-view ECG Synthesis Conditioned on Heart Diseases. - Jintai Chen; Kuanlun Liao; Kun Wei; Haochao Ying; Danny Z. Chen; Jian Wu 001 (ICML, 2022)

Automating Blastocyst Formation and Quality Prediction in Time-Lapse Imaging with Adaptive Key Frame Selection. - Tingting Chen 002; Yi Cheng; Jinhong Wang; Zhaoxia Yang; Wenhao Zheng; Danny Z. Chen; Jian Wu 001 (MICCAI (4), 2022)

Self-learning and One-Shot Learning Based Single-Slice Annotation for 3D Medical Image Segmentation. - Yixuan Wu; Bo Zheng 011; Jintai Chen; Danny Z. Chen; Jian Wu 001 (MICCAI (8), 2022)

Out-of-the-box deep learning prediction of quantum-mechanical partial charges by graph representation and transfer learning. - Dejun Jiang 002; Huiyong Sun; Jike Wang; Chang-Yu Hsieh; Yuquan Li; Zhenxing Wu; Dong-Sheng Cao 001; Jian Wu 001; Tingjun Hou (Briefings Bioinform., 2022)

TGSA: protein-protein association-based twin graph neural networks for drug response prediction with similarity augmentation. - Yiheng Zhu 002; Zhenqiu Ouyang; Wenbo Chen; Ruiwei Feng; Danny Z. Chen; Ji Cao; Jian Wu 001 (Bioinform., 2022)

Detecting Duplicate Questions in Stack Overflow via Source Code Modeling. - Wei Gao 001; Jian Wu 001; Guandong Xu (Int. J. Softw. Eng. Knowl. Eng., 2022)

ChroNet: A multi-task learning based approach for prediction of multiple chronic diseases. - Ruiwei Feng; Yan Cao; Xuechen Liu; Tingting Chen 002; Jintai Chen; Danny Z. Chen; Honghao Gao; Jian Wu 001 (Multim. Tools Appl., 2022)

Single-shot multi-parametric mapping based on multiple overlapping-echo detachment (MOLED) imaging. - Lingceng Ma; Jian Wu 001; Qinqin Yang; Zihan Zhou 009; Hongjian He; Jianfeng Bao; Lijun Bao; Xiaoyin Wang; Pujie Zhang; Jianhui Zhong; Congbo Cai; Shuhui Cai; et al. (NeuroImage, 2022)

Discriminative Cervical Lesion Detection in Colposcopic Images With Global Class Activation and Local Bin Excitation. - Tingting Chen 002; Xuechen Liu; Ruiwei Feng; Wenzhe Wang; Chunnv Yuan; Weiguo Lu; Haizhen He; Honghao Gao; Haochao Ying; Danny Z. Chen; Jian Wu 001 (IEEE J. Biomed. Health Informatics, 2022)

A Task Decomposing and Cell Comparing Method for Cervical Lesion Cell Detection. - Tingting Chen 002; Wenhao Zheng; Haochao Ying; Xiangyu Tan; Kexin Li; Xiaoping Li; Danny Z. Chen; Jian Wu 001 (IEEE Trans. Medical Imaging, 2022)

Reinforcement-Learning-Guided Source Code Summarization Using Hierarchical Attention. - Wenhua Wang; Yuqun Zhang; Yulei Sui; Yao Wan 001; Zhou Zhao 001; Jian Wu 001; Philip S. Yu; Guandong Xu (IEEE Trans. Software Eng., 2022)

MODIG: integrating multi-omics and multi-dimensional gene network for cancer driver gene identification based on graph attention network model. - Wenyi Zhao; Xun Gu 002; Shuqing Chen; Jian Wu 001; Zhan Zhou (Bioinform., 2022)

T2G-FORMER: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction. - Jiahuan Yan; Jintai Chen; Yixuan Wu; Danny Z. Chen; Jian Wu 001 (AAAI, 2023)

Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification. - Jiahuan Yan; Haojun Gao; Kai Zhang 053; Weize Liu; Danny Chen 001; Jian Wu 001; Jintai Chen (EMNLP (Findings), 2023)

Ord2Seq: Regarding Ordinal Regression as Label Sequence Prediction. - Jinhong Wang; Yi Cheng; Jintai Chen; Tingting Chen 002; Danny Chen 001; Jian Wu 001 (ICCV, 2023)

TabCaps: A Capsule Neural Network for Tabular Data Classification with BoW Routing. - Jintai Chen; Kuanlun Liao; Yanwen Fang; Danny Z. Chen; Jian Wu 001 (ICLR, 2023)

Robust Image Ordinal Regression with Controllable Image Generation. - Yi Cheng; Haochao Ying; Renjun Hu; Jinhong Wang; Wenhao Zheng; Xiao Zhang 015; Danny Z. Chen; Jian Wu 001 (IJCAI, 2023)

MolHF: A Hierarchical Normalizing Flow for Molecular Graph Generation. - Yiheng Zhu 002; Zhenqiu Ouyang; Ben Liao; Jialu Wu; Yixuan Wu; Chang-Yu Hsieh; Tingjun Hou; Jian Wu 001 (IJCAI, 2023)

TSegFormer: 3D Tooth Segmentation in Intraoral Scans with Geometry Guided Transformer. - Huimin Xiong; Kunle Li; Kaiyuan Tan; Yang Feng 011; Joey Tianyi Zhou; Jin Hao; Haochao Ying; Jian Wu 001; Zuozhu Liu (MICCAI (6), 2023)

GCL: Gradient-Guided Contrastive Learning for Medical Image Segmentation with Multi-Perspective Meta Labels. - Yixuan Wu; Jintai Chen; Jiahuan Yan; Yiheng Zhu 002; Danny Z. Chen; Jian Wu 001 (ACM Multimedia, 2023)

Towards Distribution-Agnostic Generalized Category Discovery. - Jianhong Bai; Zuozhu Liu; Hualiang Wang; Ruizhe Chen; Lianrui Mu; Xiaomeng Li 001; Joey Tianyi Zhou; Yang Feng 011; Jian Wu 001; Haoji Hu (NeurIPS, 2023)

Fast Model DeBias with Machine Unlearning. - Ruizhe Chen; Jianfei Yang; Huimin Xiong; Jianhong Bai; Tianxiang Hu; Jin Hao; Yang Feng 011; Joey Tianyi Zhou; Jian Wu 001; Zuozhu Liu (NeurIPS, 2023)

Fed-GraB: Federated Long-tailed Learning with Self-Adjusting Gradient Balancer. - Zikai Xiao; Zihan Chen 001; Songshang Liu; Hualiang Wang; Yang Feng 011; Jin Hao; Joey Tianyi Zhou; Jian Wu 001; Howard H. Yang; Zuozhu Liu (NeurIPS, 2023)

Sample-efficient Multi-objective Molecular Optimization with GFlowNets. - Yiheng Zhu 002; Jialu Wu; Chaowen Hu; Jiahuan Yan; Chang-Yu Hsieh; Tingjun Hou; Jian Wu 001 (NeurIPS, 2023)

Robust Training of Graph Neural Networks via Noise Governance. - Siyi Qian; Haochao Ying; Renjun Hu; Jingbo Zhou; Jintai Chen; Danny Z. Chen; Jian Wu 001 (WSDM, 2023)

ExcelFormer: A Neural Network Surpassing GBDTs on Tabular Data. - Jintai Chen; Jiahuan Yan; Danny Ziyi Chen; Jian Wu 001 (CoRR, 2023)

OneSeg: Self-learning and One-shot Learning based Single-slice Annotation for 3D Medical Image Segmentation. - Yixuan Wu; Bo Zheng 011; Jintai Chen; Danny Z. Chen; Jian Wu 001 (CoRR, 2023)

Jointly Explicit and Implicit Cross-Modal Interaction Network for Anterior Chamber Inflammation Diagnosis. - Qian Shao; Ye Dai; Haochao Ying; Kan Xu; Jinhong Wang; Wei Chi; Jian Wu 001 (CoRR, 2023)

D-former: a U-shaped Dilated Transformer for 3D medical image segmentation. - Yixuan Wu; Kuanlun Liao; Jintai Chen; Jinhong Wang; Danny Z. Chen; Honghao Gao; Jian Wu 001 (Neural Comput. Appl., 2023)

Identifying Electrocardiogram Abnormalities Using a Handcrafted-Rule-Enhanced Neural Network. - Yuexin Bian; Jintai Chen; Xiaojun Chen; Xiaoxian Yang; Danny Z. Chen; Jian Wu 001 (IEEE ACM Trans. Comput. Biol. Bioinform., 2023)

A Robust Shape-Aware Rib Fracture Detection and Segmentation Framework With Contrastive Learning. - Zheng Cao 005; Liming Xu; Danny Z. Chen; Honghao Gao; Jian Wu 001 (IEEE Trans. Multim., 2023)

TSNAdb v2.0: The Updated Version of Tumor-specific Neoantigen Database. - Jingcheng Wu; Wenfan Chen; Yuxuan Zhou 004; Ying Chi; Xian-Sheng Hua 001; Jian Wu 001; Xun Gu 002; Shuqing Chen; Zhan Zhou (Genom. Proteom. Bioinform., 2023)

FraudAuditor: A Visual Analytics Approach for Collusive Fraud in Health Insurance. - Jiehui Zhou; Xumeng Wang; Jie Wang; Hui Ye; Huanliang Wang; Zihan Zhou 009; Dongming Han; Haochao Ying; Jian Wu 001; Wei Chen 001 (IEEE Trans. Vis. Comput. Graph., 2023)

Time-Aware Context-Gated Graph Attention Network for Clinical Risk Prediction. - Yuyang Xu; Haochao Ying; Siyi Qian; Fuzhen Zhuang; Xiao Zhang 015; Deqing Wang; Jian Wu 001; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2023)

CariesNet: a deep learning approach for segmentation of multi-stage caries lesion from oral panoramic X-ray image. - Haihua Zhu; Zheng Cao 005; Luya Lian; Guanchen Ye; Honghao Gao; Jian Wu 001 (Neural Comput. Appl., 2023)

TransFoxMol: predicting molecular property with focused attention. - Jian Gao; Zheyuan Shen; Yufeng Xie; Jialiang Lu; Yang Lu; Sikang Chen; Qingyu Bian; Yue Guo 008; Liteng Shen; Jian Wu 001; Binbin Zhou; Tingjun Hou; et al. (Briefings Bioinform., 2023)

Arithmetic Feature Interaction Is Necessary for Deep Tabular Learning. - Yi Cheng; Renjun Hu; Haochao Ying; Xing Shi; Jian Wu 001; Wei Lin 016 (AAAI, 2024)

Multi-rater Prompting for Ambiguous Medical Image Segmentation. - Jinhong Wang; Yi Cheng; Jintai Chen; Hongxia Xu; Danny Z. Chen; Jian Wu 001 (BIBM, 2024)

MedM2G: Unifying Medical Multi-Modal Generation via Cross-Guided Diffusion with Visual Invariant. - Chenlu Zhan; Yu Lin; Gaoang Wang; Hongwei Wang 001; Jian Wu 001 (CVPR, 2024)

DetToolChain: A New Prompting Paradigm to Unleash Detection Ability of MLLM. - Yixuan Wu; Yizhou Wang 007; Shixiang Tang; Wenhao Wu; Tong He 001; Wanli Ouyang; Philip Torr 001; Jian Wu 001 (ECCV (32), 2024)

VPL: Visual Proxy Learning Framework for Zero-Shot Medical Image Diagnosis. - Jiaxiang Liu; Tianxiang Hu; Huimin Xiong; Jiawei Du; Yang Feng 011; Jian Wu 001; Joey Zhou; Zuozhu Liu (EMNLP (Findings), 2024)

Unraveling Babel: Exploring Multilingual Activation Patterns of LLMs and Their Applications. - Weize Liu; Yinlong Xu; Hongxia Xu; Jintai Chen; Xuming Hu; Jian Wu 001 (EMNLP, 2024)

FedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data. - Zikai Xiao; Zihan Chen 001; Liyinglan Liu; Yang Feng 011; Joey Tianyi Zhou; Jian Wu 001; Wanlu Liu; Howard Hao Yang; Zuozhu Liu (ICLR, 2024)

Making Pre-trained Language Models Great on Tabular Prediction. - Jiahuan Yan; Bo Zheng 011; Hongxia Xu; Yiheng Zhu 002; Danny Z. Chen; Jimeng Sun 001; Jian Wu 001; Jintai Chen (ICLR, 2024)

Personalized Heart Disease Detection via ECG Digital Twin Generation. - Yaojun Hu; Jintai Chen; Lianting Hu; Dantong Li; Jiahuan Yan; Haochao Ying; Huiying Liang; Jian Wu 001 (IJCAI, 2024)

AI-Enhanced Virtual Reality in Medicine: A Comprehensive Survey. - Yixuan Wu; Kaiyuan Hu; Danny Z. Chen; Jian Wu 001 (IJCAI, 2024)

Can a Deep Learning Model be a Sure Bet for Tabular Prediction? - Jintai Chen; Jiahuan Yan; Qiyuan Chen 003; Danny Z. Chen; Jian Wu 001; Jimeng Sun 001 (KDD, 2024)

Team up GBDTs and DNNs: Advancing Efficient and Effective Tabular Prediction with Tree-hybrid MLPs. - Jiahuan Yan; Jintai Chen; Qianxing Wang; Danny Z. Chen; Jian Wu 001 (KDD, 2024)

KA2ER: Knowledge Adaptive Amalgamation of ExpeRts for Medical Images Segmentation. - Shangde Gao; Yichao Fu; Ke Liu 012; Hongxia Xu; Jian Wu 001 (CARE@MICCAI, 2024)

PX2Tooth: Reconstructing the 3D Point Cloud Teeth from a Single Panoramic X-Ray. - Wen Ma; Huikai Wu; Zikai Xiao; Yang Feng 011; Jian Wu 001; Zuozhu Liu (MICCAI (3), 2024)

[inline-graphic not available: see fulltext] LKM-UNet: Large Kernel Vision Mamba UNet for Medical Image Segmentation. - Jinhong Wang; Jintai Chen; Danny Ziyi Chen; Jian Wu 001 (MICCAI (8), 2024)

TeleOR: Real-Time Telemedicine System for Full-Scene Operating Room. - Yixuan Wu; Kaiyuan Hu; Qian Shao; Jintai Chen; Danny Z. Chen; Jian Wu 001 (MICCAI (6), 2024)

MFIF-Net: A Multi-Focal Image Fusion Network for Implantation Outcome Prediction of Blastocyst. - Yi Cheng; Tingting Chen 002; Yaojun Hu; Xiangqian Meng; Zuozhu Liu; Danny Chen 001; Jian Wu 001; Haochao Ying (MIDL, 2024)

Mind's Mirror: Distilling Self-Evaluation Capability and Comprehensive Thinking from Large Language Models. - Weize Liu; Guocong Li; Kai Zhang 053; Bang Du; Qiyuan Chen 003; Xuming Hu; Hongxia Xu; Jintai Chen; Jian Wu 001 (NAACL-HLT, 2024)

Enhancing Semi-Supervised Learning via Representative and Diverse Sample Selection. - Qian Shao; Jiangrui Kang; Qiyuan Chen 003; Zepeng Li; Hongxia Xu; Yiwen Cao; Jiajuan Liang; Jian Wu 001 (NeurIPS, 2024)

Divide and Conquer for Large Language Models Reasoning. - Zijie Meng; Yan Zhang 004; Zhaopeng Feng; Yang Feng 011; Gaoang Wang; Joey Tianyi Zhou; Jian Wu 001; Zuozhu Liu (CoRR, 2024)

Unraveling Babel: Exploring Multilingual Activation Patterns within Large Language Models. - Weize Liu; Yinlong Xu; Hongxia Xu; Jintai Chen; Xuming Hu; Jian Wu 001 (CoRR, 2024)

Improving LLM-based Machine Translation with Systematic Self-Correction. - Zhaopeng Feng; Yan Zhang 004; Hao Li; Wenqiang Liu; Jun Lang 001; Yang Feng 011; Jian Wu 001; Zuozhu Liu (CoRR, 2024)

SERVAL: Synergy Learning between Vertical Models and LLMs towards Oracle-Level Zero-shot Medical Prediction. - Jiahuan Yan; Jintai Chen; Chaowen Hu; Bo Zheng 011; Yaojun Hu; Jimeng Sun 001; Jian Wu 001 (CoRR, 2024)

Large Window-based Mamba UNet for Medical Image Segmentation: Beyond Convolution and Self-attention. - Jinhong Wang; Jintai Chen; Danny Chen 001; Jian Wu 001 (CoRR, 2024)

PoCo: A Self-Supervised Approach via Polar Transformation Based Progressive Contrastive Learning for Ophthalmic Disease Diagnosis. - Jinhong Wang; Tingting Chen 002; Jintai Chen; Yixuan Wu; Yuyang Xu; Danny Chen 001; Haochao Ying; Jian Wu 001 (CoRR, 2024)

TWIN-GPT: Digital Twins for Clinical Trials via Large Language Model. - Yue Wang; Yingzhou Lu; Yinlong Xu; Zihan Ma 002; Hongxia Xu; Bang Du; Honghao Gao; Jian Wu 001 (CoRR, 2024)

Joint Visual and Text Prompting for Improved Object-Centric Perception with Multimodal Large Language Models. - Songtao Jiang; Yan Zhang 004; Chenyi Zhou; Yeying Jin; Yang Feng 011; Jian Wu 001; Zuozhu Liu (CoRR, 2024)

Group-On: Boosting One-Shot Segmentation with Supportive Query. - Hanjing Zhou; Mingze Yin; Jintai Chen; Danny Chen 001; Jian Wu 001 (CoRR, 2024)

MedThink: Explaining Medical Visual Question Answering via Multimodal Decision-Making Rationale. - Xiaotang Gai; Chenyi Zhou; Jiaxiang Liu; Yang Feng 011; Jian Wu 001; Zuozhu Liu (CoRR, 2024)

TrialBench: Multi-Modal Artificial Intelligence-Ready Clinical Trial Datasets. - Jintai Chen; Yaojun Hu; Yue Wang; Yingzhou Lu; Xu Cao; Miao Lin; Hongxia Xu; Jian Wu 001; Cao Xiao; Jimeng Sun 001; Lucas Glass; Kexin Huang; et al. (CoRR, 2024)

Multi-Modal CLIP-Informed Protein Editing. - Mingze Yin; Hanjing Zhou; Yiheng Zhu 002; Miao Lin; Yixuan Wu; Jialu Wu; Hongxia Xu; Chang-Yu Hsieh; Tingjun Hou; Jintai Chen; Jian Wu 001 (CoRR, 2024)

MambaCapsule: Towards Transparent Cardiac Disease Diagnosis with Electrocardiography Using Mamba Capsule Network. - Yinlong Xu; Xiaoqiang Liu; Zitai Kong; Yixuan Wu; Yue Wang; Yingzhou Lu; Honghao Gao; Jian Wu 001; Hongxia Xu (CoRR, 2024)

S2ALM: Sequence-Structure Pre-trained Large Language Model for Comprehensive Antibody Representation Learning. - Mingze Yin; Hanjing Zhou; Jialu Wu; Yiheng Zhu 002; Yuxuan Zhan; Zitai Kong; Hongxia Xu; Chang-Yu Hsieh; Jintai Chen; Tingjun Hou; Jian Wu 001 (CoRR, 2024)

AnyECG: Foundational Models for Electrocardiogram Analysis. - Yue Wang; Xu Cao; Yaojun Hu; Haochao Ying; James Matthew Rehg; Jimeng Sun 001; Jian Wu 001; Jintai Chen (CoRR, 2024)

Take Your Steps: Hierarchically Efficient Pulmonary Disease Screening via CT Volume Compression. - Qian Shao; Kai Zhang 053; Bang Du; Zepeng Li; Yixuan Wu; Qiyuan Chen 003; Jian Wu 001; Jintai Chen; Honghao Gao; Hongxia Xu (CoRR, 2024)

LLMs Can Simulate Standardized Patients via Agent Coevolution. - Zhuoyun Du; Lujie Zheng; Renjun Hu; Yuyang Xu; Xiawei Li; Ying Sun; Wei Chen 001; Jian Wu 001; Haolei Cai; Haohao Ying (CoRR, 2024)

M-MAD: Multidimensional Multi-Agent Debate Framework for Fine-grained Machine Translation Evaluation. - Zhaopeng Feng; Jiayuan Su; Jiamei Zheng; Jiahan Ren; Yan Zhang 004; Jian Wu 001; Hongwei Wang 001; Zuozhu Liu (CoRR, 2024)

DPML: Prior-guided multitask learning for dental object recognition on limited panoramic radiograph dataset. - Zheng Cao 005; Chengyu Feng; Yefeng Shen; Guanchen Ye; Hongxia Xu; Jian Wu 001; Zhendong Wu; Honghao Gao; Haihua Zhu (Expert Syst. Appl., 2024)

Collaborative knowledge amalgamation: Preserving discriminability and transferability in unsupervised learning. - Shangde Gao; Yichao Fu; Ke Liu 012; Wei Gao 001; Hongxia Xu; Jian Wu 001; Yuqiang Han (Inf. Sci., 2024)

A Protein-Context Enhanced Master Slave Framework for Zero-Shot Drug Target Interaction Prediction. - Yuyang Xu; Jingbo Zhou; Haochao Ying; Jintai Chen; Wei Chen 001; Danny Z. Chen; Jian Wu 001 (IEEE ACM Trans. Comput. Biol. Bioinform., 2024)

SynergyX: a multi-modality mutual attention network for interpretable drug synergy prediction. - Yue Guo 008; Haitao Hu; Wenbo Chen; Hao Yin; Jian Wu 001; Chang-Yu Hsieh; Qiaojun He; Ji Cao (Briefings Bioinform., 2024)

A Transformer-Based Knowledge Distillation Network for Cortical Cataract Grading. - Jinhong Wang; Zhe Xu; Wenhao Zheng; Haochao Ying; Tingting Chen 002; Zuozhu Liu; Danny Z. Chen; Ke Yao; Jian Wu 001 (IEEE Trans. Medical Imaging, 2024)

Polygonal Approximation Learning for Convex Object Segmentation in Biomedical Images With Bounding Box Supervision. - Wenhao Zheng; Jintai Chen; Kai Zhang 053; Jiahuan Yan; Jinhong Wang; Yi Cheng; Bang Du; Danny Z. Chen; Honghao Gao; Jian Wu 001; Hongxia Xu (IEEE J. Biomed. Health Informatics, 2024)

Synergy of GFlowNet and Protein Language Model Makes a Diverse Antibody Designer. - Mingze Yin; Hanjing Zhou; Yiheng Zhu 002; Jialu Wu; Wei Wu 045; Mingyang Li; Kun Fu; Zheng Wang 027; Chang-Yu Hsieh; Tingjun Hou; Jian Wu 001 (AAAI, 2025)

ProtCLIP: Function-Informed Protein Multi-Modal Learning. - Hanjing Zhou; Mingze Yin; Wei Wu 045; Mingyang Li; Kun Fu; Jintai Chen; Jian Wu 001; Zheng Wang 027 (AAAI, 2025)

LLMs Can Simulate Standardized Patients via Agent Coevolution. - Zhuoyun Du; Lujie Zheng; Renjun Hu; Yuyang Xu; Xiawei Li; Ying Sun; Wei Chen 001; Jian Wu 001; Haolei Cai; Haochao Ying (ACL (1), 2025)

M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation. - Zhaopeng Feng; Jiayuan Su; Jiamei Zheng; Jiahan Ren; Yan Zhang 004; Jian Wu 001; Hongwei Wang 001; Zuozhu Liu (ACL (1), 2025)

HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models. - Songtao Jiang; Yan Zhang 004; Yeying Jin; Zhihang Tang; Yangyang Wu; Yang Feng 011; Jian Wu 001; Zuozhu Liu (ACL (1), 2025)

From Misleading Queries to Accurate Answers: A Three-Stage Fine-Tuning Method for LLMs. - Guocong Li; Weize Liu; Yihang Wu; Ping Wang; Shuaihan Huang; Hongxia Xu; Jian Wu 001 (ACL (Findings), 2025)

Scalable Autoregressive Monocular Depth Estimation. - Jinhong Wang; Jian Liu; Dongqi Tang; Weiqiang Wang; Wentong Li; Danny Chen 001; Jintai Chen; Jian Wu 001 (CVPR, 2025)

Small Models are LLM Knowledge Triggers for Medical Tabular Prediction. - Jiahuan Yan; Jintai Chen; Chaowen Hu; Bo Zheng 011; Yaojun Hu; Jimeng Sun 001; Jian Wu 001 (ICLR, 2025)

Identifying and Mitigating Social Bias Knowledge in Language Models. - Ruizhe Chen; Yichen Li; Jianfei Yang; Yang Feng 011; Joey Tianyi Zhou; Jian Wu 001; Zuozhu Liu (NAACL (Findings), 2025)

TEaR: Improving LLM-based Machine Translation with Systematic Self-Refinement. - Zhaopeng Feng; Yan Zhang 113; Hao Li; Bei Wu; Jiayu Liao; Wenqiang Liu; Jun Lang 001; Yang Feng 011; Jian Wu 001; Zuozhu Liu (NAACL (Findings), 2025)

MedThink: A Rationale-Guided Framework for Explaining Medical Visual Question Answering. - Xiaotang Gai; Chenyi Zhou; Jiaxiang Liu; Yang Feng 011; Jian Wu 001; Zuozhu Liu (NAACL (Findings), 2025)

Advancing interpretable cardiac disease diagnosis via a transformer-convolutional hybrid network on electrocardiograms. - Xiaoqiang Liu; Yinlong Xu; Hongxia Xu; Liang He; Siyu Long; Yisen Huang; Yubin Wang; Yingzhou Lu; Yingxuan Huang; Jian Wu 001; Honghao Gao; Xiaobo Liu (Eng. Appl. Artif. Intell., 2025)

OmniFuse: A general modality fusion framework for multi-modality learning on low-quality medical data. - Yixuan Wu; Jintai Chen; Lianting Hu; Hongxia Xu; Huiying Liang; Jian Wu 001 (Inf. Fusion, 2025)

Cross-center Model Adaptive Tooth segmentation. - Ruizhe Chen; Jianfei Yang; Huimin Xiong; Ruiling Xu; Yang Feng 011; Jian Wu 001; Zuozhu Liu (Medical Image Anal., 2025)

A Progressively-Passing-Then-Disentangling Approach to Recipe Recommendation. - Chunlai Dong; Haochao Ying; Renjun Hu; Yuyang Xu; Jintai Chen; Fuzhen Zhuang; Jian Wu 001 (IEEE Trans. Multim., 2025)

MoE2: Optimizing Collaborative Inference for Edge Large Language Models. - Lyudong Jin; Yanning Zhang; Yanhan Li; Shurong Wang; Howard H. Yang; Jian Wu 001; Meng Zhang 013 (CoRR, 2025)

Generation of Drug-Induced Cardiac Reactions towards Virtual Clinical Trials. - Qian Shao; Bang Du; Zepeng Li; Qiyuan Chen 003; Hongxia Xu; Jimeng Sun 001; Jian Wu 001; Jintai Chen (CoRR, 2025)

RTAEI: Robust Tabular Autoencoder Interpolator to Gastric Cancer Innovative Detection for Deep Learning Empowered Healthcare Electronics. - Zihan Ma 007; Yuling Tong; Kai Zhang 053; Haozhong Ma; Yongfeng Ding; Honghao Gao; Jian Wu 001; Hongxia Xu (IEEE Trans. Consumer Electron., 2025)

A Survey on Ordinal Regression: Applications, Advances and Prospects. - Jinhong Wang; Jintai Chen; Jian Liu; Dongqi Tang; Danny Z. Chen; Jian Wu 001 (CoRR, 2025)

OrderChain: A General Prompting Paradigm to Improve Ordinal Understanding Ability of MLLM. - Jinhong Wang; Shuo Tong; Jian Liu; Dongqi Tang; Weiqiang Wang; Wentong Li; Hongxia Xu; Danny Ziyi Chen; Jintai Chen; Jian Wu 001 (CoRR, 2025)

Large language models could be rote learners. - Yuyang Xu; Renjun Hu; Haochao Ying; Jian Wu 001; Xing Shi; Wei Lin 016 (CoRR, 2025)

MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning. - Zhaopeng Feng; Shaosheng Cao; Jiahan Ren; Jiayuan Su; Ruizhe Chen; Yan Zhang 004; Zhe Xu; Yao Hu; Jian Wu 001; Zuozhu Liu (CoRR, 2025)

ProtFlow: Fast Protein Sequence Design via Flow Matching on Compressed Protein Language Model Embeddings. - Zitai Kong; Yiheng Zhu 002; Yinlong Xu; Hanjing Zhou; Mingzhe Yin; Jialu Wu; Hongxia Xu; Chang-Yu Hsieh; Tingjun Hou; Jian Wu 001 (CoRR, 2025)

Matrix Factorization with Dynamic Multi-view Clustering for Recommender System. - Shangde Gao; Ke Liu 012; Yichao Fu; Hongxia Xu; Jian Wu 001 (CoRR, 2025)

OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding. - Songtao Jiang; Yuan Wang; Sibo Song; Yan Zhang; Zijie Meng; Bohan Lei; Jian Wu 001; Jimeng Sun 001; Zuozhu Liu (CoRR, 2025)

Uncertainty-Aware Multi-Expert Knowledge Distillation for Imbalanced Disease Grading. - Shuo Tong; Shangde Gao; Ke Liu 012; Zihang Huang; Hongxia Xu; Haochao Ying; Jian Wu 001 (CoRR, 2025)

Dual-level Fuzzy Learning with Patch Guidance for Image Ordinal Regression. - Chunlai Dong; Haochao Ying; Qibo Qiu; Jinhong Wang; Danny Chen 001; Jian Wu 001 (CoRR, 2025)

STORM: Benchmarking Visual Rating of MLLMs with a Comprehensive Ordinal Regression Dataset. - Jinhong Wang; Shuo Tong; Jian Liu; Dongqi Tang; Jintai Chen; Haochao Ying; Hongxia Xu; Danny Z. Chen; Jian Wu 001 (CoRR, 2025)

3D-RAD: A Comprehensive 3D Radiology Med-VQA Dataset with Multi-Temporal Analysis and Diverse Diagnostic Tasks. - Xiaotang Gai; Jiaxiang Liu; Yichen Li; Zijie Meng; Jian Wu 001; Zuozhu Liu (CoRR, 2025)

Med-U1: Incentivizing Unified Medical Reasoning in LLMs via Large-scale Reinforcement Learning. - Xiaotian Zhang; Yuan Wang; Zhaopeng Feng; Ruizhe Chen; Zhijie Zhou; Yan Zhang; Hongxia Xu; Jian Wu 001; Zuozhu Liu (CoRR, 2025)

CAPO: Reinforcing Consistent Reasoning in Medical Decision-Making. - Songtao Jiang; Yuan Wang; Ruizhe Chen; Yan Zhang; Ruilin Luo; Bohan Lei; Sibo Song; Yang Feng 011; Jimeng Sun 001; Jian Wu 001; Zuozhu Liu (CoRR, 2025)

PostAlign: Multimodal Grounding as a Corrective Lens for MLLMs. - Yixuan Wu; Yang Zhang; Jian Wu 001; Philip H. S. Torr; Jindong Gu (CoRR, 2025)

V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis. - Yuan Wang; Jiaxiang Liu; Shujian Gao; Bin Feng; Zhihang Tang; Xiaotang Gai; Jian Wu 001; Zuozhu Liu (CoRR, 2025)

Mitigating Hallucination of Large Vision-Language Models via Dynamic Logits Calibration. - Jiahe Chen; Jiaying He; Qian Shao; Qiyuan Chen 003; Jiahe Ying; Hongxia Xu; Jintai Chen; Jianwei Zheng; Jian Wu 001 (CoRR, 2025)

MedEthicsQA: A Comprehensive Question Answering Benchmark for Medical Ethics Evaluation of LLMs. - Jianhui Wei; Zijie Meng; Zikai Xiao; Tianxiang Hu; Yang Feng 011; Zhijie Zhou; Jian Wu 001; Zuozhu Liu (CoRR, 2025)

Hulk: A Universal Knowledge Translator for Human-Centric Tasks. - Yizhou Wang 007; Yixuan Wu; Weizhen He; Xun Guo; Feng Zhu 006; Lei Bai 001; Rui Zhao 001; Jian Wu 001; Tong He 001; Wanli Ouyang; Shixiang Tang (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

SSPO: Self-traced Step-wise Preference Optimization for Process Supervision and Reasoning Compression. - Yuyang Xu; Yi Cheng; Haochao Ying; Zhuoyun Du; Renjun Hu; Xing Shi; Wei Lin 016; Jian Wu 001 (CoRR, 2025)