On the Classification and Existence of Structures in Default Logic. - Aidong Zhang; V. Wiktor Marek (EPIA, 1989)

Automatic Visual Inspection: A Morphological Approach. - Tao Wang; Aidong Zhang; Xiaoliang Xing (ITAMS, 1991)

On Global Transaction Scheduling Criteria in Multidatabase Systems. - Aidong Zhang; Ahmed K. Elmagarmid (PDIS, 1993)

On Structural Features of Global Transactions in Multidatabase Systems. - Aidong Zhang; Jin Jing (RIDE-IMS, 1993)

A modified radiosity algorithm for integrated visual and auditory rendering. - Jiaoying Shi; Aidong Zhang; José L. Encarnação; Martin Göbel (Comput. Graph., 1993)

A Theory of Global Concurrency Control in Multidatabase Systems - Aidong Zhang; Ahmed K. Elmagarmid (VLDB J., 1993)

DL-Raid: An Environment for Supporting Digital Library Services. - Bharat K. Bhargava; Melliyal Annamalai; Shalab Goel; Shunge Li; Evaggelia Pitoura; Aidong Zhang; Yongguang Zhang (DL, 1994)

Ensuring Relaxed Atomicity for Flexible Transactions in Multidatabase Systems. - Aidong Zhang; Marian H. Nodine; Bharat K. Bhargava; Omran A. Bukhres (SIGMOD Conference, 1994)

Advanced transaction management for supporting interoperability in multidatabase systems - Aidong Zhang (1994)

Texture-based Image Retrieval in Image Database Systems. - Aidong Zhang; Biao Cheng; Raj Acharya (DEXA Workshop, 1995)

A View-Based Approach to Relaxing Global Serializability in a Multidatabase System (Abstract). - Evaggelia Pitoura; Aidong Zhang; Bharat K. Bhargava (PODC, 1995)

Content based image display from image databases using spatio-temporal transfers and fractal analysis methods. - Raghu Menon; Raj Acharya; Aidong Zhang (ICIP (3), 1996)

Buffer Management in Multimedia Database Systems. - Sreenivas Gollapudi; Aidong Zhang (ICMCS, 1996)

NetMedia: A Client-Server Distributed Multimedia Environment. - Sreenivas Gollapudi; Aidong Zhang (IW-MMDBMS, 1996)

Block-Oriented Image Decomposition and Retrieval in Image Database Systems. - Edward Remias; Gholamhosein Sheikholeslami; Aidong Zhang (IW-MMDBMS, 1996)

Implementation of Video Presentation in Database Systems. - Aidong Zhang; Shavinder Multani (Storage and Retrieval for Image and Video Databases (SPIE), 1996)

A Fractal-Based Clustering Approach in Large Visual Database Systems. - Aidong Zhang; Biao Cheng; Raj Acharya (Multim. Tools Appl., 1996)

Global Committability in Multidatabase Systems. - Ahmed K. Elmagarmid; Jin Jing; Won Kim 001; Omran A. Bukhres; Aidong Zhang (IEEE Trans. Knowl. Data Eng., 1996)

A Framework for Supporting Quality-Based Multimedia Presentation in Educational Digital Libraries. - Aidong Zhang; Thomas V. Johnson (ADL, 1997)

Geographical Image Classification and Retrieval. - Gholamhosein Sheikholeslami; Aidong Zhang; Ling Bian (ACM-GIS, 1997)

A Framework for Supporting Quality-Based Presentation of Continuous Multimedia Streams. - Thomas V. Johnson; Aidong Zhang (ICMCS, 1997)

Meta-Database and Search Agent for Multimedia Database Access over Internet. - Aidong Zhang; Wendy Chang; Deepak Murthy; Tanveer Fathima Syeda-Mahmood (ICMCS, 1997)

A Network Manager on Ethernets for Distributed Multimedia Systems. - V. Balachandran; G. Bhat; S. Chakravarty; Aidong Zhang (LCN, 1997)

Metadata for Distributed Visual Database Access. - Wendy Chang; Aidong Zhang (MD, 1997)

Efficient Resource Selection in Distributed Visual Information Systems. - Wendy Chang; Gholamhosein Sheikholeslami; Aidong Zhang; Tanveer Fathima Syeda-Mahmood (ACM Multimedia, 1997)

WebView: A Multimedia Database Resource Integration and Search System over Web. - Deepak Murthy; Aidong Zhang (WebNet, 1997)

On Relaxing Serializability by Constraining Transaction Readsets. - Evaggelia Pitoura; Aidong Zhang; Bharat K. Bhargava (Inf. Syst., 1997)

Scheduling Multimedia Presentations in Educational Digital Libraries. - Aidong Zhang; Thomas V. Johnson (Int. J. Digit. Libr., 1997)

Image Decomposition and Representation in Large Image Database Systems. - J. Guo; Aidong Zhang; Edward Remias; Gholamhosein Sheikholeslami (J. Vis. Commun. Image Represent., 1997)

Supporting Content-Based Retrieval in Large Image Database Systems. - Edward Remias; Gholamhosein Sheikholeslami; Aidong Zhang; Tanveer Fathima Syeda-Mahmood (Multim. Tools Appl., 1997)

A Multi-level Buffering and Feedback Scheme for Distributed Multimedia Presentation Systems. - Markus Mielke; Aidong Zhang (ICCCN, 1998)

Global Integration of Visual Databases. - Wendy Chang; Deepak Murthy; Aidong Zhang; Tanveer Fathima Syeda-Mahmood (ICDE, 1998)

NeuroMerge: An Approach for Merging Heterogeneous Features in Content-based Image Retrieval Systems. - Gholamhosein Sheikholeslami; Surojit Chatterjee; Aidong Zhang (IW-MMDBMS, 1998)

Semantic Clustering and Querying on Heterogeneous Features for Visual Data. - Gholamhosein Sheikholeslami; Wendy Chang; Aidong Zhang (ACM Multimedia, 1998)

WaveCluster: A Multi-Resolution Clustering Approach for Very Large Spatial Databases. - Gholamhosein Sheikholeslami; Surojit Chatterjee; Aidong Zhang (VLDB, 1998)

NetView: Integrating Large-Scale Distributed Visual Databases. - Aidong Zhang; Wendy Chang; Gholamhosein Sheikholeslami; Tanveer Fathima Syeda-Mahmood (IEEE Multim., 1998)

Buffer Model and Management in Distributed Multimedia Presentation Systems. - Sreenivas Gollapudi; Aidong Zhang (Multim. Syst., 1998)

Data Resource Selection in Distributed Visual Information Systems. - Wendy Chang; Gholamhosein Sheikholeslami; Jia Wang 002; Aidong Zhang (IEEE Trans. Knowl. Data Eng., 1998)

Optimally Ensured Interactive Service in Distributed Multimedia Presentation Systems. - Markus Mielke; Aidong Zhang (ICMCS, Vol. 1, 1999)

NetMedia: Synchronized Streaming of Multimedia Presentations in Distributed Environments. - Yuqing Song 002; Markus Mielke; Aidong Zhang (ICMCS, Vol. 2, 1999)

Efficiently Detecting Arbitrary Shaped Clusters in Image Databases. - Dantong Yu; Surojit Chatterjee; Aidong Zhang (ICTAI, 1999)

NetMedia: Giving Control to Distributed Multimedia Presentation Systems. - Markus Mielke; Yuqing Song 002; Ramazan Savas Aygün; Aidong Zhang (SSDBM, 1999)

GiView: A Multi-Resolution Geographical Data Retrieval System. - Dantong Yu; Lei Zhu 013; Aidong Zhang; Ling Bian (SSDBM, 1999)

A Multi-Resolution Content-Based Retrieval Approach for Geographic Images. - Gholamhosein Sheikholeslami; Aidong Zhang; Ling Bian (GeoInformatica, 1999)

Dynamic Playout Scheduling Algorithms for Continuous Multimedia Streams. - Thomas V. Johnson; Aidong Zhang (Multim. Syst., 1999)

ACQ: An Automatic Clustering and Querying Approach for Large Image Databases. - Dantong Yu; Aidong Zhang (ICDE, 2000)

ClusterTree: Integration of Cluster Representation and Nearest Neighbor Search for Image Databases. - Dantong Yu; Aidong Zhang (IEEE International Conference on Multimedia and Expo (III), 2000)

Supporting Multi-Example Image Queries in Image Databases. - Lei Zhu 013; Aidong Zhang (IEEE International Conference on Multimedia and Expo (II), 2000)

Metadata Model, Resource Discovery, and Querying on Large Scale Multidimensional Datasets: The GEREQ Project. - Frédéric Andrès; Noureddine Mouaddib; Kinji Ono; Aidong Zhang (Kyoto International Conference on Digital Libraries, 2000)

Keyblock: an approach for content-based image retrieval. - Lei Zhu 013; Aidong Zhang; Aibing Rao; Rohini K. Srihari (ACM Multimedia, 2000)

QoS Management in Educational Digital Library Environments. - Aidong Zhang; Sreenivas Gollapudi (Multim. Tools Appl., 2000)

Guest Editorial: Continuous Media Databases. - Aidong Zhang; Abraham Silberschatz; Sharad Mehrotra (Multim. Tools Appl., 2000)

WaveCluster: A Wavelet Based Clustering Approach for Spatial Data in Very Large Databases. - Gholamhosein Sheikholeslami; Surojit Chatterjee; Aidong Zhang (VLDB J., 2000)

Interrelated Two-way Clustering: An Unsupervised Approach for Gene Expression Data Analysis. - Chun Tang; Li Zhang 008; Aidong Zhang; Murali Ramanathan (BIBE, 2001)

Stationary Background Generation In Mpeg Compressed Video Sequences. - Ramazan Savas Aygün; Aidong Zhang (ICME, 2001)

Using Thesaurus To Model Keyblock-Based Image Retrieva. - Lei Zhu 013; Chun Tang; Aibing Rao; Aidong Zhang (ICME, 2001)

Interactive Multimedia Presentation Management in Distributed Multimedia Systems. - Ramazan Savas Aygün; Aidong Zhang (ITCC, 2001)

Middle-tier for multimedia synchronization. - Ramazan Savas Aygün; Aidong Zhang (ACM Multimedia, 2001)

Using Keyblock Statistics to Model Image Retrieval. - Lei Zhu 013; Chun Tang; Aidong Zhang (IEEE Pacific Rim Conference on Multimedia, 2001)

Global Scheduling for Flexible Transactions in Heterogeneous Distributed Database Systems. - Aidong Zhang; Marian H. Nodine; Bharat K. Bhargava (IEEE Trans. Knowl. Data Eng., 2001)

An iterative strategy for pattern discovery in high-dimensional data sets. - Chun Tang; Aidong Zhang (CIKM, 2002)

Semantics-Based Image Retrieval by Region Saliency. - Wei Wang 040; Yuqing Song 002; Aidong Zhang (CIVR, 2002)

Monotonic Tree. - Yuqing Song 002; Aidong Zhang (DGCI, 2002)

Webview: A Distributed Geographical Image Retrieval System. - Wei Wang 040; Daoying Ma; Yimin Wu; Aidong Zhang; David M. Mark (DG.O, 2002)

Interactive Visualization and Analysis for Gene Expression Data. - Chun Tang; Li Zhang 008; Aidong Zhang (HICSS, 2002)

An adaptive texture image retrieval system using wavelets. - Bin Zhang 002; Catalin I. Tomai; Aidong Zhang (ICARCV, 2002)

Global motion estimation from semi-dynamic video using motion sensors. - Ramazan Savas Aygün; Aidong Zhang (ICIP (2), 2002)

A feature re-weighting approach for relevance feedback in image retrieval. - Yimin Wu; Aidong Zhang (ICIP (2), 2002)

Extracting coarse boundary features for video processing. - Ramazan Savas Aygün; Aidong Zhang (ICME (2), 2002)

Reducing blurring-effect in high resolution mosaic generation. - Ramazan Savas Aygün; Aidong Zhang (ICME (2), 2002)

Category-based search using metadatabase in image retrieval. - Yimin Wu; Aidong Zhang (ICME (1), 2002)

Adaptive texture image retrieval in transform domain. - Bin Zhang 002; Catalin I. Tomai; Aidong Zhang (ICME (2), 2002)

Locating Image Background By Monotonic Tree. - Yuqing Song 002; Aidong Zhang (JCIS, 2002)

Visualized Classification of Multiple Sample Types. - Li Zhang 008; Aidong Zhang; Murali Ramanathan (BIOKDD, 2002)

Interactive Patterns Analysis for Searching Multimedia Databases. - Yimin Wu; Aidong Zhang (Multimedia Information Systems, 2002)

VizCluster: An Interactive Visualization Approach to Cluster Analysis and Its Application on Microarray Data. - Li Zhang 008; Chun Tang; Yong Shi 002; Yuqing Song 002; Aidong Zhang; Murali Ramanathan (SDM, 2002)

Modeling and Verification of Interactive Flexible Multimedia Presentations Using PROMELA/SPIN. - Ramazan Savas Aygün; Aidong Zhang (SPIN, 2002)

NetMedia: Streaming Multimedia Presentations in Distributed Environments. - Aidong Zhang; Yuqing Song 002; Markus Mielke (IEEE Multim., 2002)

Advanced feature extraction for keyblock-based image retrieval. - Lei Zhu 013; Aibing Rao; Aidong Zhang (Inf. Syst., 2002)

FindOut: Finding Outliers in Very Large Datasets. - Dantong Yu; Gholamhosein Sheikholeslami; Aidong Zhang (Knowl. Inf. Syst., 2002)

SemQuery: Semantic Clustering and Querying on Heterogeneous Features for Visual Data. - Gholamhosein Sheikholeslami; Wendy Chang; Aidong Zhang (IEEE Trans. Knowl. Data Eng., 2002)

PLUS: a probe-loss utilization streaming mechanism for distributed multimedia presentation systems. - Markus Mielke; Ramazan Savas Aygün; Yuqing Song 002; Aidong Zhang (IEEE Trans. Multim., 2002)

A method for measuring the complexity of image databases. - Aibing Rao; Rohini K. Srihari; Lei Zhu 013; Aidong Zhang (IEEE Trans. Multim., 2002)

Theory of keyblock-based image retrieval. - Lei Zhu 013; Aibing Rao; Aidong Zhang (ACM Trans. Inf. Syst., 2002)

Web View - A Globally Accessible Geographic Image Database Environment. - Aidong Zhang; Lei Zhu 013; David M. Mark (Advances in Digital Government, 2002)

Interrelated Clustering: An Approach for Gene Expression Data Analysis. - Chun Tang; Li Zhang 008; Aidong Zhang; Murali Ramanathan (Computational Biology and Genome Informatics, 2003)

DHC: A Density-Based Hierarchical Clustering Method for Time Series Gene Expression Dat. - Daxin Jiang; Jian Pei 001; Aidong Zhang (BIBE, 2003)

Mining multiple phenotype structures underlying gene expression profiles. - Chun Tang; Aidong Zhang (CIKM, 2003)

Fourier Harmonic Approach for Visualizing Temporal Patterns of Gene Expression Data. - Li Zhang 008; Aidong Zhang; Murali Ramanathan (CSB, 2003)

Adaptive Pattern Discovery for Interactive Multimedia Retrieval. - Yimin Wu; Aidong Zhang (CVPR (2), 2003)

Integration of Multi-Source Spatial Information for Coastal Management and Decision Making. - Ron Li; Keith W. Bedford; C. K. Shum; J. Raul Ramirez; Aidong Zhang (DG.O, 2003)

A Spatio-Temporal Decision Making System for Coastal Change Monitoring and Coastal Management. - Ruijin Ma; Tarig Ali; Xutong Niu; Vasilia Velissariou; Kai-chien (Kevin) Cheng; Chung-yen Kuo; Xian Xu 002; Ahmed Elaksher; Ron Li; Keith W. Bedford; C. K. Shum; J. Raul Ramirez; et al. (DG.O, 2003)

SemView: A Semantic-sensitive Distributed Image Retrieval System. - Wei Wang 040; Yimin Wu; Aidong Zhang (DG.O, 2003)

Identification of objects from image regions. - Wei Wang 040; Aidong Zhang; Yuqing Song 002 (ICME, 2003)

An adaptive classification method for multimedia retrieval. - Yimin Wu; Aidong Zhang (ICME, 2003)

Interactive exploration of coherent patterns in time-series gene expression data. - Daxin Jiang; Jian Pei 001; Aidong Zhang (KDD, 2003)

Mining phenotypes and informative genes from gene expression data. - Chun Tang; Aidong Zhang; Jian Pei 001 (KDD, 2003)

Enhanced visualization of time series through higher fourier harmonics. - Li Zhang 008; Aidong Zhang; Murali Ramanathan (BIOKDD, 2003)

A Shrinking-Based Approach for Multi-Dimensional Data Analysis. - Yong Shi 002; Yuqing Song 002; Aidong Zhang (VLDB, 2003)

Introduction to the Special Issue on Bioinformatics. - Aidong Zhang (Distributed Parallel Databases, 2003)

VizCluster and its Application on Classifying Gene Expression Data. - Li Zhang 008; Chun Tang; Yuqing Song 002; Aidong Zhang; Murali Ramanathan (Distributed Parallel Databases, 2003)

Analyzing scenery images by monotonic tree. - Yuqing Song 002; Aidong Zhang (Multim. Syst., 2003)

Introduction to the Special Issue on Content-Based Image Retrieval (CBIR) Guest Editors. - Aidong Zhang; HongJiang Zhang (Multim. Syst., 2003)

Towards interactive exploration of gene expression patterns. - Daxin Jiang; Jian Pei 001; Aidong Zhang (SIGKDD Explor., 2003)

ClusterTree: Integration of Cluster Representation and Nearest-Neighbor Search for Large Data Sets with High Dimensions. - Dantong Yu; Aidong Zhang (IEEE Trans. Knowl. Data Eng., 2003)

Automatic Annotation and Retrieval of Images. - Yuqing Song 002; Wei Wang 040; Aidong Zhang (World Wide Web, 2003)

Feature Selection for Classifying High-Dimensional Numerical Data. - Yimin Wu; Aidong Zhang (CVPR (2), 2004)

Digitalization of Coastal Management and Decision Making Supported by Multi-Dimensional Geospatial Information and Analysis. - Rongxing (Ron) Li; Keith W. Bedford; C. K. Shum; J. Raul Ramirez; Aidong Zhang (DG.O, 2004)

Spatial Technologies for Coastal Management. - Xutong Niu; Xian Xu 002; Alok Srivastava; Chung-yen Kuo; Vasilia Velissariou; Ron Li; Keith W. Bedford; C. K. Shum; J. Raul Ramirez; Aidong Zhang (DG.O, 2004)

Very Large Scale Multidimensional Data Management and Retrieval for USGS and NIMA Imagery. - Aidong Zhang; Wei Wang 040; David M. Mark (DG.O, 2004)

An Adaptive Density-Based Clustering Algorithm for Spatial Database with Noise. - Daoying Ma; Aidong Zhang (ICDM, 2004)

Sprite pyramid for videos and images having finite-depth scenes. - Ramazan Savas Aygün; Aidong Zhang (ICME, 2004)

Integrating virtual camera controls into digital video. - Ramazan Savas Aygün; Aidong Zhang (ICME, 2004)

PatternQuest: learning patterns of interest using relevance feedback in multimedia information retrieval. - Yimin Wu; Aidong Zhang (ICME, 2004)

Mining coherent gene clusters from gene-sample-time microarray data. - Daxin Jiang; Jian Pei 001; Murali Ramanathan; Chun Tang; Aidong Zhang (KDD, 2004)

A Shrinking-Based Dimension Reduction Approach for Multi-Dimensional Data Analysis. - Yong Shi 002; Aidong Zhang (SSDBM, 2004)

GPX: Interactive Mining of Gene Expression Data. - Daxin Jiang; Jian Pei 001; Aidong Zhang (VLDB, 2004)

ESPD: a pattern detection model underlying gene expression profiles. - Chun Tang; Aidong Zhang; Murali Ramanathan (Bioinform., 2004)

VizStruct: exploratory visualization for gene expression profiling. - Li Zhang 008; Aidong Zhang; Murali Ramanathan (Bioinform., 2004)

Interactive pattern analysis for relevance feedback in multimedia information retrieval. - Yimin Wu; Aidong Zhang (Multim. Syst., 2004)

Cluster Analysis for Gene Expression Data: A Survey. - Daxin Jiang; Chun Tang; Aidong Zhang (IEEE Trans. Knowl. Data Eng., 2004)

A Two-Step Approach for Clustering Proteins Based on Protein Interaction Profile. - Pengjun Pei; Aidong Zhang (BIBE, 2005)

Selecting Informative Genes from Microarray Dataset by Incorporating Gene Ontology. - Xian Xu 002; Aidong Zhang (BIBE, 2005)

A Topological Measurement for Weighted Protein Interaction Network. - Pengjun Pei; Aidong Zhang (CSB, 2005)

A General Approach to Mining Quality Pattern-Based Clusters from Microarray Data. - Daxin Jiang; Jian Pei 001; Aidong Zhang (DASFAA, 2005)

Digitalization of coastal management and decision making supported by multi-dimensional geospatial information and analysis. - Ron Li; Keith W. Bedford; C. K. Shum; Xutong Niu; Feng Zhou; Vasilia Velissariou; J. Raul Ramirez; Aidong Zhang (DG.O, 2005)

Integration of multidimensional geospatial information for coastal management and decision-making. - Ron Li; Keith W. Bedford; C. K. Shum; Xutong Niu; Feng Zhou; Vasilia Velissariou; J. Raul Ramirez; Aidong Zhang (DG.O, 2005)

Virtual Gene: A Gene Selection Algorithm for Sample Classification on Microarray Datasets. - Xian Xu 002; Aidong Zhang (International Conference on Computational Science (2), 2005)

Mining Cross-Graph Quasi-Cliques in Gene Expression and Protein Interaction Data. - Jian Pei 001; Daxin Jiang; Aidong Zhang (ICDE, 2005)

Towards Exploring Interactive Relationship between Clusters and Outliers in Multi-Dimensional Data Analysis. - Yong Shi 002; Aidong Zhang (ICDE, 2005)

Exploiting anarchy in networks: a game-theoretic approach to combining fairness and throughput. - Sreenivas Gollapudi; D. Sivakumar 001; Aidong Zhang (INFOCOM, 2005)

On mining cross-graph quasi-cliques. - Jian Pei 001; Daxin Jiang; Aidong Zhang (KDD, 2005)

Interrelated Two-Way Clustering and its Application on Gene Expression Data. - Chun Tang; Aidong Zhang (Int. J. Artif. Intell. Tools, 2005)

BioStar models of clinical and genomic data for biomedical data warehouse design. - Liangjiang Wang; Aidong Zhang; Murali Ramanathan (Int. J. Bioinform. Res. Appl., 2005)

Virtual Gene: Using Correlations Between Genes to Select Informative Genes on Microarray Datasets. - Xian Xu 002; Aidong Zhang (Trans. Comp. Sys. Biology, 2005)

SynchRuler: A Rule-Based Flexible Synchronization Model with Model Checking. - Ramazan Savas Aygün; Aidong Zhang (IEEE Trans. Knowl. Data Eng., 2005)

An Interactive Approach to Mining Gene Expression Data. - Daxin Jiang; Jian Pei 001; Aidong Zhang (IEEE Trans. Knowl. Data Eng., 2005)

A Shrinking-Based Clustering Approach for Multidimensional Data. - Yong Shi 001; Yuqing Song 002; Aidong Zhang (IEEE Trans. Knowl. Data Eng., 2005)

Efficient Modularization of Weighted Protein Interaction Networks using k-Hop Graph Reduction. - Young-Rae Cho; Woochang Hwang; Aidong Zhang (BIBE, 2006)

Prediction of Protein Function Using Common-Neighbors in Protein-Protein Interaction Networks. - Chuan Lin; Daxin Jiang; Aidong Zhang (BIBE, 2006)

Towards Detecting Protein Complexes from Protein Interaction Data. - Pengjun Pei; Aidong Zhang (International Conference on Computational Science (2), 2006)

Boost Feature Subset Selection: A New Gene Selection Algorithm for Microarray Dataset. - Xian Xu 002; Aidong Zhang (International Conference on Computational Science (2), 2006)

Identification of Overlapping Functional Modules in Protein Interaction Networks: Information Flow-based Approach. - Young-Rae Cho; Woochang Hwang; Aidong Zhang (ICDM Workshops, 2006)

A novel functional module detection algorithm for protein-protein interaction networks. - Woochang Hwang; Young-Rae Cho; Aidong Zhang; Murali Ramanathan (Algorithms Mol. Biol., 2006)

VizStruct for visualization of genome-wide SNP analyses. - Kavitha Bhasi; Li Zhang 008; Daniel Brazeau; Aidong Zhang; Murali Ramanathan (Bioinform., 2006)

Extracting semantic concepts from images: a decisive feature pattern mining approach. - Wei Wang 040; Aidong Zhang (Multim. Syst., 2006)

Advanced Analysis of Gene Expression Microarray Data - Aidong Zhang (World Scientific, 2006)

Optimizing Flow-based Modularization by Iterative Centroid Search in Protein Interaction Networks. - Young-Rae Cho; Woochang Hwang; Aidong Zhang (BIBE, 2007)

SIGN: reliable protein interaction identification by integrating the Similarity In GO and the similarity in protein interaction Networks. - Woochang Hwang; Taehyong Kim; Young-Rae Cho; Aidong Zhang; Murali Ramanathan (BIBE, 2007)

Modularization of Protein Interaction Networks by Incorporating Gene Ontology Annotations. - Young-Rae Cho; Woochang Hwang; Aidong Zhang (CIBCB, 2007)

Assessing Reliability of Protein-Protein Interactions by Semantic Data Integration. - Young-Rae Cho; Woochang Hwang; Aidong Zhang (ICDM Workshops, 2007)

Feature Extraction from Microarray Expression Data by Integration of Semantic Knowledge. - Young-Rae Cho; Xian Xu 002; Woochang Hwang; Aidong Zhang (ICMLA, 2007)

Semantic integration to identify overlapping functional modules in protein interaction networks. - Young-Rae Cho; Woochang Hwang; Murali Ramanathan; Aidong Zhang (BMC Bioinform., 2007)

Mining gene-sample-time microarray data: a coherent gene cluster discovery approach. - Daxin Jiang; Jian Pei 001; Murali Ramanathan; Chuan Lin; Chun Tang; Aidong Zhang (Knowl. Inf. Syst., 2007)

A novel information theoretic method for detecting gene-gene and gene-environment interactions in complex diseases. - Pritam Chanda; Aidong Zhang; M. Ramanthan (BIBE, 2008)

Discovering Frequent Patterns of Functional Associations in Protein Interaction Networks for Function Prediction. - Young-Rae Cho; Aidong Zhang (BIBM, 2008)

Multi-agent Model Analysis of the Containment Strategy for Avian Influenza (AI) in South Korea. - Taehyong Kim; Woochang Hwang; Aidong Zhang; Surajit Sen; Murali Ramanathan (BIBM, 2008)

SS-ClusterTree: a subspace clustering based indexing algorithm over high-dimensional image features. - Hongli Xu; Dantong Yu; De Xu; Aidong Zhang (CIVR, 2008)

Future directions in multimedia retrieval: : impact of new technology. - Aidong Zhang; Shih-Fu Chang; Arif Ghafoor; Thomas S. Huang; Ramesh C. Jain; Rainer Lienhart (CIVR, 2008)

Bridging centrality: graph mining from element level to group level. - Woochang Hwang; Taehyong Kim; Murali Ramanathan; Aidong Zhang (KDD, 2008)

A probabilistic framework to predict protein function from interaction data integrated with semantic knowledge. - Young-Rae Cho; Lei Shi 021; Murali Ramanathan; Aidong Zhang (BMC Bioinform., 2008)

Functional module detection by functional flow pattern mining in protein interaction networks. - Young-Rae Cho; Lei Shi 021; Aidong Zhang (BMC Bioinform., 2008)

CASCADE: a novel quasi all paths-based network analysis algorithm for clustering biological interactions. - Woochang Hwang; Young-Rae Cho; Aidong Zhang; Murali Ramanathan (BMC Bioinform., 2008)

Restructuring Protein Interaction Networks to Reveal Structural Hubs and Functional Organizations. - Young-Rae Cho; Aidong Zhang (BIBM, 2009)

Mining of Attribute Interactions Using Information Theoretic Metrics. - Pritam Chanda; Young-Rae Cho; Aidong Zhang; Murali Ramanathan (ICDM Workshops, 2009)

flowNet: Flow-Based Approach for Efficient Analysis of Complex Biological Networks. - Young-Rae Cho; Lei Shi 021; Aidong Zhang (ICDM, 2009)

ANN Based Protein Function Prediction Using Integrated Protein-Protein Interaction Data. - Lei Shi 021; Young-Rae Cho; Aidong Zhang (IJCBS, 2009)

Semantic similarity based feature extraction from microarray expression data. - Young-Rae Cho; Aidong Zhang; Xian Xu 002 (Int. J. Data Min. Bioinform., 2009)

Flex Transactions. - Aidong Zhang; Bharat K. Bhargava (Encyclopedia of Database Systems, 2009)

Functional Influence-Based Approach to Identify Overlapping Modules in Biological Networks. - Young-Rae Cho; Aidong Zhang (Link Mining, 2010)

A graph-based approach for computational model of bone microstructure. - Taehyong Kim; Murali Ramanathan; Aidong Zhang (BCB, 2010)

Computational Framework for Microstructural Bone Dynamics Model and Its Evaluation. - Taehyong Kim; Woochang Hwang; Aidong Zhang; Murali Ramanathan (BIBE, 2010)

Functional Flow Simulation Based Analysis of Protein Interaction Network. - Lei Shi 021; Young-Rae Cho; Aidong Zhang (BIBE, 2010)

Identification of critical location on a microstructural bone network. - Taehyong Kim; Jaehan Koh; Kang Li 003; Murali Ramanathan; Aidong Zhang (BIBM, 2010)

Semi-supervised learning protein complexes from protein interaction networks. - Lei Shi 021; Aidong Zhang (BIBM, 2010)

Improved artificial bee colony algorithm and its application in data clustering. - Xiujuan Lei; Xu Huang; Aidong Zhang (BIC-TA, 2010)

An improved projection pursuit clustering model and its application based on Quantum-behaved PSO. - Qun Zhang; Xiujuan Lei; Xu Huang; Aidong Zhang (ICNC, 2010)

On Mining Statistically Significant Attribute Association Information. - Pritam Chanda; Jianmei Yang; Aidong Zhang; Murali Ramanathan (SDM, 2010)

Identification of functional hubs and modules by converting interactome networks into hierarchical ordering of proteins. - Young-Rae Cho; Aidong Zhang (BMC Bioinform., 2010)

Mining Protein Interactome Networks to Measure Interaction Reliability and Select Hub Proteins. - Young-Rae Cho; Aidong Zhang (Int. J. Knowl. Discov. Bioinform., 2010)

Predicting protein function by frequent functional association pattern mining in protein interaction networks. - Young-Rae Cho; Aidong Zhang (IEEE Trans. Inf. Technol. Biomed., 2010)

Gene Co-Adaboost: a semi-supervised approach for classifying gene expression data. - Nan Du 001; Kang Li 003; Supriya D. Mahajan; Stanley A. Schwartz; Bindukumar B. Nair; Chiu Bin Hsiao; Aidong Zhang (BCB, 2011)

Mathematical network model for bone mineral density (BMD) and bone quality assessment. - Taehyong Kim; Murali Ramanathan; Lawrence Bone; Aidong Zhang (BCB, 2011)

An ACO based functional module detection algorithm for protein interaction networks. - Lei Shi 021; Aidong Zhang (BCB, 2011)

Finding Informative Genes from Multiple Microarray Experiments: A Graph-based Consensus Maximization Model. - Liang Ge; Nan Du 001; Aidong Zhang (BIBM, 2011)

Clustering PPI Data Based on Bacteria Foraging Optimization Algorithm. - Xiujuan Lei; Shuang Wu; Liang Ge; Aidong Zhang (BIBM, 2011)

A Computational Model of Mitigating Disease Spread in Spatial Networks. - Taehyong Kim; Kang Li 003; Aidong Zhang; Surajit Sen; Murali Ramanathan (Int. J. Artif. Life Res., 2011)

Spatial modeling of bone microarchitecture. - Hui Li; Kang Li 003; Taehyong Kim; Aidong Zhang; Murali Ramanathan (Three-Dimensional Image Processing (3DIP) and Applications, 2012)

Evolutionary analysis of functional modules in dynamic PPI networks. - Nan Du 001; Yuan Zhang 030; Kang Li 003; Jing Gao 004; Supriya D. Mahajan; Bindukumar B. Nair; Stanley A. Schwartz; Aidong Zhang (BCB, 2012)

Finding informative genes for prostate cancer: a general framework of integrating heterogeneous sources. - Liang Ge; Jing Gao 004; Nan Du 001; Aidong Zhang (BCB, 2012)

3D bone microarchitecture modeling and fracture risk prediction. - Hui Li; Cathy Buyea; Xiaoyi Li; Murali Ramanathan; Lawrence Bone; Aidong Zhang (BCB, 2012)

Detecting ECG abnormalities via transductive transfer learning. - Kang Li 003; Nan Du 001; Aidong Zhang (BCB, 2012)

A collective NMF method for detecting protein functional module from multiple data sources. - Yuan Zhang 030; Nan Du 001; Liang Ge; Kebin Jia; Aidong Zhang (BCB, 2012)

A graph-based cluster ensemble method to detect protein functional modules from multiple information sources. - Yuan Zhang 030; Liang Ge; Nan Du 001; Guoqiang Fan; Kebin Jia; Aidong Zhang (BCB, 2012)

De-noise biological network from heterogeneous sources via link propagation. - Nan Du 001; Jing Gao 004; Vishrawas Gopalakrishnan; Aidong Zhang (BIBM, 2012)

A link prediction based unsupervised rank aggregation algorithm for informative gene selection. - Kang Li 003; Nan Du 001; Aidong Zhang (BIBM, 2012)

Estimating Local Information Trustworthiness via Multi-source Joint Matrix Factorization. - Liang Ge; Jing Gao 004; Xiao Yu 002; Wei Fan 001; Aidong Zhang (ICDM, 2012)

Ant Colony Optimization with Multi-Agent Evolution for Detecting Functional Modules in Protein-Protein Interaction Networks. - Junzhong Ji; Zhijun Liu; Aidong Zhang; Lang Jiao; Chunnian Liu (ICICA (LNCS), 2012)

Improved Ant Colony Optimization for Detecting Functional Modules in Protein-Protein Interaction Networks. - Junzhong Ji; Zhijun Liu; Aidong Zhang; Lang Jiao; Chunnian Liu (ICICA (2), 2012)

Pseudo Cold Start Link Prediction with Multiple Sources in Social Networks. - Liang Ge; Aidong Zhang (SDM, 2012)

Algorithms for Efficient Mining of Statistically Significant Attribute Association Information - Pritam Chanda; Aidong Zhang; Murali Ramanathan (CoRR, 2012)

Clustering PPI data based on Improved functional-flow model through Quantum-behaved PSO. - Xiujuan Lei; Xu Huang; Lei Shi 021; Aidong Zhang (Int. J. Data Min. Bioinform., 2012)

A Framework for Identifying Affinity Classes of Inorganic Materials Binding Peptide Sequences. - Nan Du 001; Marc R. Knecht; Paras N. Prasad; Mark T. Swihart; Tiffany R. Walsh; Aidong Zhang (BCB, 2013)

A Privacy Preserving Markov Model for Sequence Classification. - Suxin Guo; Sheng Zhong 002; Aidong Zhang (BCB, 2013)

An Ensemble Model for Mobile Device based Arrhythmia Detection. - Kang Li 003; Suxin Guo; Jing Gao 004; Aidong Zhang (BCB, 2013)

A Semi-Supervised Learning Approach to Integrated Salient Risk Features for Bone Diseases. - Hui Li; Xiaoyi Li; Murali Ramanathan; Aidong Zhang (BCB, 2013)

Detecting mutual functional gene clusters from multiple related diseases. - Nan Du 001; Xiaoyi Li; Yuan Zhang 030; Aidong Zhang (BIBM, 2013)

A generative framework for prediction and informative risk factor selection of bone diseases. - Hui Li; Xiaoyi Li; Yuan Zhang 030; Murali Ramanathan; Aidong Zhang (BIBM, 2013)

Affective state recognition from EEG with deep belief networks. - Kang Li 003; Xiaoyi Li; Yuan Zhang 030; Aidong Zhang (BIBM, 2013)

Critical protein detection in dynamic PPI networks with multi-source integrated deep belief nets. - Yuan Zhang 030; Nan Du 001; Kang Li 003; Jinchao Feng; Kebin Jia; Aidong Zhang (BIBM, 2013)

OMS-TL: a framework of online multiple source transfer learning. - Liang Ge; Jing Gao 004; Aidong Zhang (CIKM, 2013)

Progression Analysis of Community Strengths in Dynamic Networks. - Nan Du 001; Jing Gao 004; Aidong Zhang (ICDM, 2013)

Learning, Analyzing and Predicting Object Roles on Dynamic Networks. - Kang Li 003; Suxin Guo; Nan Du 001; Jing Gao 004; Aidong Zhang (ICDM, 2013)

Multi-source deep learning for information trustworthiness estimation. - Liang Ge; Jing Gao 004; Xiaoyi Li; Aidong Zhang (KDD, 2013)

Privacy-preserving Kruskal-Wallis test. - Suxin Guo; Sheng Zhong 002; Aidong Zhang (Comput. Methods Programs Biomed., 2013)

BoneNET: a network model of bone microstructure and dynamics. - Taehyong Kim; Lawrence Bone; Murali Ramanathan; Aidong Zhang (Int. J. Data Min. Bioinform., 2013)

HAM-FMD: Mining functional modules in protein-protein interaction networks using ant colony optimization and multi-agent evolution. - Junzhong Ji; Zhijun Liu; Aidong Zhang; Cuicui Yang; Chunnian Liu (Neurocomputing, 2013)

The clustering model and algorithm of PPI network based on propagating mechanism of artificial bee colony. - Xiujuan Lei; Jianfang Tian; Liang Ge; Aidong Zhang (Inf. Sci., 2013)

Privacy Preserving Calculation of Fisher Criterion Score for Informative Gene Selection. - Suxin Guo; Sheng Zhong 002; Aidong Zhang (BIBE, 2014)

A Novel Semi-Supervised Deep Learning Framework for Affective State Recognition on EEG Signals. - Xiaowei Jia; Kang Li 003; Xiaoyi Li; Aidong Zhang (BIBE, 2014)

Detecting functional modules in dynamic protein-protein interaction networks using Markov Clustering and Firefly Algorithm. - Xiujuan Lei; Fang-Xiang Wu; Fei Wang 095; Aidong Zhang (BIBM, 2014)

Analysis on Community Variational Trend in Dynamic Networks. - Xiaowei Jia; Nan Du 001; Jing Gao 004; Aidong Zhang (CIKM, 2014)

A system for geoanalysis of clinical and geographical data. - Giovanni Canino; Pietro Hiram Guzzi; Giuseppe Tradigo; Aidong Zhang; Pierangelo Veltri (HealthGIS, 2014)

LRBM: A Restricted Boltzmann Machine Based Approach for Representation Learning on Linked Data. - Kang Li 003; Jing Gao 004; Suxin Guo; Nan Du 001; Xiaoyi Li; Aidong Zhang (ICDM, 2014)

A Deep Learning Approach to Link Prediction in Dynamic Networks. - Xiaoyi Li; Nan Du 001; Hui Li; Kang Li 003; Jing Gao 004; Aidong Zhang (SDM, 2014)

MAE-FMD: Multi-agent evolutionary method for functional module detection in protein-protein interaction networks. - Junzhong Ji; Lang Jiao; Cuicui Yang; Jia Wei Lv; Aidong Zhang (BMC Bioinform., 2014)

Matching Titles with Cross Title Web-Search Enrichment and Community Detection. - Nikhil Londhe; Vishrawas Gopalakrishnan; Aidong Zhang; Hung Q. Ngo 001; Rohini K. Srihari (Proc. VLDB Endow., 2014)

On handling negative transfer and imbalanced distributions in multiple source transfer learning. - Liang Ge; Jing Gao 004; Hung Q. Ngo 001; Kang Li 003; Aidong Zhang (Stat. Anal. Data Min., 2014)

Survey: Functional Module Detection from Protein-Protein Interaction Networks. - Junzhong Ji; Aidong Zhang; Chunnian Liu; Xiaomei Quan; Zhijun Liu (IEEE Trans. Knowl. Data Eng., 2014)

Significant Edge Detection in Target Network by Exploring Multiple Auxiliary Networks. - Nan Du 001; Jing Gao 004; Liang Ge; Vishrawas Gopalakrishnan; Xiaowei Jia; Kang Li 003; Aidong Zhang (ASONAM, 2015)

Bone disease prediction and phenotype discovery using feature representation over electronic health records. - Hui Li; Xiaoyi Li; Xiaowei Jia; Murali Ramanathan; Aidong Zhang (BCB, 2015)

Context-learning based electroencephalogram analysis for epileptic seizure detection. - Guangxu Xun; Xiaowei Jia; Aidong Zhang (BIBM, 2015)

Identifying inorganic material affinity classes for peptide sequences based on context learning. - Guangxu Xun; Xiaoyi Li; Marc R. Knecht; Paras N. Prasad; Mark T. Swihart; Tiffany R. Walsh; Aidong Zhang (BIBM, 2015)

Multi-modal learning for video recommendation based on mobile application usage. - Xiaowei Jia; Aosen Wang; Xiaoyi Li; Guangxu Xun; Wenyao Xu; Aidong Zhang (IEEE BigData, 2015)

Improving EEG feature learning via synchronized facial video. - Xiaoyi Li; Xiaowei Jia; Guangxu Xun; Aidong Zhang (IEEE BigData, 2015)

MESS: A Multilingual Error based String Similarity measure for transliterated name variants. - Nikhil Londhe; Vishrawas Gopalakrishnan; Rohini K. Srihari; Aidong Zhang (FIRE, 2015)

DRN: Bringing Greedy Layer-Wise Training into Time Dimension. - Xiaoyi Li; Xiaowei Jia; Hui Li; Houping Xiao; Jing Gao 004; Aidong Zhang (ICDM, 2015)

Functional Node Detection on Linked Data. - Kang Li 003; Jing Gao 004; Suxin Guo; Nan Du 001; Aidong Zhang (SDM, 2015)

A Similarity-Based Concepts Mapping Method between Ontologies. - Jie Liu; Linlin Qin; Jing Gao 004; Aidong Zhang (IEICE Trans. Inf. Syst., 2015)

ACC-FMD: ant colony clustering for functional module detection in protein-protein interaction networks. - Junzhong Ji; Hongxin Liu; Aidong Zhang; Zhijun Liu; Chunnian Liu (Int. J. Data Min. Bioinform., 2015)

A graph-based integrative method of detecting consistent protein functional modules from multiple data sources. - Yuan Zhang 030; Yue Cheng; Liang Ge; Nan Du 001; Kebin Jia; Aidong Zhang (Int. J. Data Min. Bioinform., 2015)

Identifying Affinity Classes of Inorganic Materials Binding Sequences via a Graph-Based Model. - Nan Du 001; Marc R. Knecht; Mark T. Swihart; Zhenghua Tang; Tiffany R. Walsh; Aidong Zhang (IEEE ACM Trans. Comput. Biol. Bioinform., 2015)

Prediction and Informative Risk Factor Selection of Bone Diseases. - Hui Li; Xiaoyi Li; Murali Ramanathan; Aidong Zhang (IEEE ACM Trans. Comput. Biol. Bioinform., 2015)

Tracking Temporal Community Strength in Dynamic Networks. - Nan Du 001; Xiaowei Jia; Jing Gao 004; Vishrawas Gopalakrishnan; Aidong Zhang (IEEE Trans. Knowl. Data Eng., 2015)

Influence based analysis of community consistency in dynamic networks. - Xiaowei Jia; Xiaoyi Li; Nan Du 001; Yuan Zhang 028; Vishrawas Gopalakrishnan; Guangxu Xun; Aidong Zhang (ASONAM, 2016)

Collaborative restricted Boltzmann machine for social event recommendation. - Xiaowei Jia; Xiaoyi Li; Kang Li 003; Vishrawas Gopalakrishnan; Guangxu Xun; Aidong Zhang (ASONAM, 2016)

Feature Selection Model for Diagnosis, Electronic Medical Records and Geographical Data Correlation. - Giovanni Canino; Qiuling Suo; Pietro Hiram Guzzi; Giuseppe Tradigo; Aidong Zhang; Pierangelo Veltri (BCB, 2016)

Risk Factor Analysis Based on Deep Learning Models. - Qiuling Suo; Hongfei Xue; Jing Gao 004; Aidong Zhang (BCB, 2016)

Mining protein complexes based on topology potential from weighted dynamic PPI network. - Xiujuan Lei; Yuchen Zhang 003; Fang-Xiang Wu; Aidong Zhang (BIBM, 2016)

An ant colony optimization algorithm for learning brain effective connectivity network from fMRI data. - Jinduo Liu 001; Junzhong Ji; Aidong Zhang; Peipeng Liang (BIBM, 2016)

A framework for robust differential network modular structure discovery from RNA-seq data. - Tianle Ma; Aidong Zhang (BIBM, 2016)

Bacterial biological mechanisms for functional module detection in PPI networks. - Cuicui Yang; Junzhong Ji; Aidong Zhang (BIBM, 2016)

Trajectory analysis - Linking genomic and proteomic data with disease progression. - Aidong Zhang (BIBM, 2016)

Topic Discovery for Short Texts Using Word Embeddings. - Guangxu Xun; Vishrawas Gopalakrishnan; Fenglong Ma; Yaliang Li; Jing Gao 004; Aidong Zhang (ICDM, 2016)

Towards Confidence in the Truth: A Bootstrapping based Truth Discovery Approach. - Houping Xiao; Jing Gao 004; Qi Li 012; Fenglong Ma; Lu Su 001; Yunlong Feng; Aidong Zhang (KDD, 2016)

Protein complex identification through Markov clustering with firefly algorithm on dynamic protein-protein interaction networks. - Xiujuan Lei; Fei Wang 095; Fang-Xiang Wu; Aidong Zhang; Witold Pedrycz (Inf. Sci., 2016)

Identification of dynamic protein complexes based on fruit fly optimization algorithm. - Xiujuan Lei; Yulian Ding; Hamido Fujita; Aidong Zhang (Knowl. Based Syst., 2016)

Detecting epileptic seizures with electroencephalogram via a context-learning model. - Guangxu Xun; Xiaowei Jia; Aidong Zhang (BMC Medical Informatics Decis. Mak., 2016)

Detecting Functional Modules Based on a Multiple-Grain Model in Large-Scale Protein-Protein Interaction Networks. - Junzhong Ji; Jia Wei Lv; Cuicui Yang; Aidong Zhang (IEEE ACM Trans. Comput. Biol. Bioinform., 2016)

A Multi-task Framework for Monitoring Health Conditions via Attention-based Recurrent Neural Networks. - Qiuling Suo; Fenglong Ma; Giovanni Canino; Jing Gao 004; Aidong Zhang; Pierangelo Veltri; Agostino Gnasso (AMIA, 2017)

A Multi-view Deep Learning Method for Epileptic Seizure Detection using Short-time Fourier Transform. - Ye Yuan 006; Guangxu Xun; Kebin Jia; Aidong Zhang (BCB, 2017)

Integrate multi-omic data using affinity network fusion (ANF) for cancer patient clustering. - Tianle Ma; Aidong Zhang (BIBM, 2017)

Personalized disease prediction using a CNN-based similarity learning method. - Qiuling Suo; Fenglong Ma; Ye Yuan 006; Mengdi Huai; Weida Zhong; Aidong Zhang; Jing Gao 004 (BIBM, 2017)

A novel wavelet-based model for EEG epileptic seizure detection using multi-context learning. - Ye Yuan 006; Guangxu Xun; Kebin Jia; Aidong Zhang (BIBM, 2017)

Augmenting word embeddings through external knowledge-base for biomedical application. - Kishlay Jha; Guangxu Xun; Vishrawas Gopalakrishnan; Aidong Zhang (IEEE BigData, 2017)

Generating Medical Hypotheses Based on Evolutionary Medical Concepts. - Guangxu Xun; Kishlay Jha; Vishrawas Gopalakrishnan; Yaliang Li; Aidong Zhang (ICDM, 2017)

Wave2Vec: Learning Deep Representations for Biosignals. - Ye Yuan 006; Guangxu Xun; Qiuling Suo; Kebin Jia; Aidong Zhang (ICDM, 2017)

A Correlated Topic Model Using Word Embeddings. - Guangxu Xun; Yaliang Li; Wayne Xin Zhao; Jing Gao 004; Aidong Zhang (IJCAI, 2017)

Unsupervised Discovery of Drug Side-Effects from Heterogeneous Data Sources. - Fenglong Ma; Chuishi Meng; Houping Xiao; Qi Li 012; Jing Gao 004; Lu Su 001; Aidong Zhang (KDD, 2017)

Collaboratively Improving Topic Discovery and Word Embeddings by Coordinating Global and Local Contexts. - Guangxu Xun; Yaliang Li; Jing Gao 004; Aidong Zhang (KDD, 2017)

Omics Informatics: From Scattered Individual Software Tools to Integrated Workflow Management Systems. - Tianle Ma; Aidong Zhang (IEEE ACM Trans. Comput. Biol. Bioinform., 2017)

Editorial from the New Editor-in-Chief. - Aidong Zhang (IEEE ACM Trans. Comput. Biol. Bioinform., 2017)

On the Analysis of Diseases and Their Related Geographical Data. - Giovanni Canino; Pietro Hiram Guzzi; Giuseppe Tradigo; Aidong Zhang; Pierangelo Veltri (IEEE J. Biomed. Health Informatics, 2017)

A Survey on Context Learning. - Guangxu Xun; Xiaowei Jia; Vishrawas Gopalakrishnan; Aidong Zhang (IEEE Trans. Knowl. Data Eng., 2017)

A novel channel-aware attention framework for multi-channel EEG seizure detection via multi-view deep learning. - Ye Yuan 006; Guangxu Xun; Fenglong Ma; Qiuling Suo; Hongfei Xue; Kebin Jia; Aidong Zhang (BHI, 2018)

Multi-view Factorization AutoEncoder with Network Constraints for Multi-omic Integrative Analysis. - Tianle Ma; Aidong Zhang (BIBM, 2018)

Multivariate Sleep Stage Classification using Hybrid Self-Attentive Deep Learning Networks. - Ye Yuan 006; Kebin Jia; Fenglong Ma; Guangxu Xun; Yaqing Wang 001; Lu Su 001; Aidong Zhang (BIBM, 2018)

On Metric Learning for Complex Data Analysis. - Aidong Zhang (IEEE BigData, 2018)

Deep Learning and Networks for Integrative Analysis of Multi-Omic Data. - Aidong Zhang (ICCABS, 2018)

Interpretable Word Embeddings for Medical Domain. - Kishlay Jha; Yaqing Wang 001; Guangxu Xun; Aidong Zhang (ICDM, 2018)

Multi-task Sparse Metric Learning for Monitoring Patient Similarity Progression. - Qiuling Suo; Weida Zhong; Fenglong Ma; Ye Yuan 006; Mengdi Huai; Aidong Zhang (ICDM, 2018)

MuVAN: A Multi-view Attention Network for Multivariate Temporal Data. - Ye Yuan 006; Guangxu Xun; Fenglong Ma; Yaqing Wang 001; Nan Du 001; Kebin Jia; Lu Su 001; Aidong Zhang (ICDM, 2018)

Metric Learning from Probabilistic Labels. - Mengdi Huai; Chenglin Miao; Yaliang Li; Qiuling Suo; Lu Su 001; Aidong Zhang (KDD, 2018)

Concepts-Bridges: Uncovering Conceptual Bridges Based on Biomedical Concept Evolution. - Kishlay Jha; Guangxu Xun; Yaqing Wang 001; Vishrawas Gopalakrishnan; Aidong Zhang (KDD, 2018)

Risk Prediction on Electronic Health Records with Prior Medical Knowledge. - Fenglong Ma; Jing Gao 004; Qiuling Suo; Quanzeng You; Jing Zhou; Aidong Zhang (KDD, 2018)

Representation Learning for Treatment Effect Estimation from Observational Data. - Liuyi Yao; Sheng Li 001; Yaliang Li; Mengdi Huai; Jing Gao 004; Aidong Zhang (NeurIPS, 2018)

Uncorrelated Patient Similarity Learning. - Mengdi Huai; Chenglin Miao; Qiuling Suo; Yaliang Li; Jing Gao 004; Aidong Zhang (SDM, 2018)

Online Truth Discovery on Time Series Data. - Liuyi Yao; Lu Su 001; Qi Li 012; Yaliang Li; Fenglong Ma; Jing Gao 004; Aidong Zhang (SDM, 2018)

An Attention-based Recurrent Neural Networks Framework for Health Data Analysis. - Qiuling Suo; Fenglong Ma; Giovanni Canino; Jing Gao 004; Aidong Zhang; Agostino Gnasso; Giuseppe Tradigo; Pierangelo Veltri (SEBD, 2018)

Towards self-learning based hypotheses generation in biomedical text domain. - Vishrawas Gopalakrishnan; Kishlay Jha; Guangxu Xun; Hung Q. Ngo 001; Aidong Zhang (Bioinform., 2018)

Predicting essential proteins based on RNA-Seq, subcellular localization and GO annotation datasets. - Xiujuan Lei; Jie Zhao 012; Hamido Fujita; Aidong Zhang (Knowl. Based Syst., 2018)

BFO-FMD: bacterial foraging optimization for functional module detection in protein-protein interaction networks. - Cuicui Yang; Junzhong Ji; Aidong Zhang (Soft Comput., 2018)

Flex Transactions. - Aidong Zhang; Bharat K. Bhargava (Encyclopedia of Database Systems (2nd ed.), 2018)

AffinityNet: Semi-Supervised Few-Shot Learning for Disease Type Prediction. - Tianle Ma; Aidong Zhang (AAAI, 2019)

Topic Discovery for Biomedical Corpus Using MeSH Embeddings. - Guangxu Xun; Kishlay Jha; Ye Yuan 006; Aidong Zhang (BHI, 2019)

Estimating Brain Effective Connectivity in fMRI data by Non-stationary Dynamic Bayesian Networks. - Jinduo Liu 001; Junzhong Ji; Liuyi Yao; Aidong Zhang (BIBM, 2019)

ACE: Adaptively Similarity-Preserved Representation Learning for Individual Treatment Effect Estimation. - Liuyi Yao; Sheng Li 001; Yaliang Li; Mengdi Huai; Jing Gao 004; Aidong Zhang (ICDM, 2019)

Recurrent Imputation for Multivariate Time Series with Missing Values. - Qiuling Suo; Liuyi Yao; Guangxu Xun; Jianhui Sun; Aidong Zhang (ICHI, 2019)

Privacy-aware Synthesizing for Crowdsourced Data. - Mengdi Huai; Di Wang 015; Chenglin Miao; Jinhui Xu 001; Aidong Zhang (IJCAI, 2019)

Deep Metric Learning: The Generalization Analysis and an Adaptive Algorithm. - Mengdi Huai; Hongfei Xue; Chenglin Miao; Liuyi Yao; Lu Su 001; Changyou Chen; Aidong Zhang (IJCAI, 2019)

Metric Learning on Healthcare Data with Incomplete Modalities. - Qiuling Suo; Weida Zhong; Fenglong Ma; Ye Yuan 006; Jing Gao 004; Aidong Zhang (IJCAI, 2019)

On the Estimation of Treatment Effect with Text Covariates. - Liuyi Yao; Sheng Li 001; Yaliang Li; Hongfei Xue; Jing Gao 004; Aidong Zhang (IJCAI, 2019)

Joint Torque Estimation toward Dynamic and Compliant Control for Gear-Driven Torque Sensorless Quadruped Robot. - Bingchen Jin; Caiming Sun; Aidong Zhang; Ning Ding 003; Jing Lin; Ganyu Deng; Zuwen Zhu; Zhenglong Sun 001 (IROS, 2019)

Hypothesis Generation From Text Based On Co-Evolution Of Biomedical Concepts. - Kishlay Jha; Guangxu Xun; Yaqing Wang 001; Aidong Zhang (KDD, 2019)

DeepFusion: A Deep Learning Framework for the Fusion of Heterogeneous Sensory Data. - Hongfei Xue; Wenjun Jiang; Chenglin Miao; Ye Yuan 006; Fenglong Ma; Xin Ma 006; Yijiang Wang; Shuochao Yao; Wenyao Xu; Aidong Zhang; Lu Su 001 (MobiHoc, 2019)

CNNs based Foothold Selection for Energy-Efficient Quadruped Locomotion over Rough Terrains. - Lu Chen; Shusheng Ye; Caiming Sun; Aidong Zhang; Ganyu Deng; Tianjiao Liao; Junwen Sun (ROBIO, 2019)

Joint Torque Estimation for Dynamic Jumping Control of Compliant Gear-Driven Legged Robot. - Dingan Cheng; Bingchen Jin; Caiming Sun; Aidong Zhang; Shoubin Liu (ROBIO, 2019)

Energy Efficient Swing Leg Trajectory Planning For Quadruped Robots Walking On Rough Terrain. - Tianjiao Liao; Shusheng Ye; Lu Chen; Caiming Sun; Aidong Zhang (ROBIO, 2019)

Bionic Architecture Design and Robust Rough-Terrain Locomotion for a High-Payload Quadrupedal Robot. - Jing Lin; Ganyu Deng; Lu Chen; Bingchen Jin; Caiming Sun; Aidong Zhang (ROBIO, 2019)

DTEC: Distance Transformation Based Early Time Series Classification. - Liuyi Yao; Yaliang Li; Yezheng Li; Hengtong Zhang; Mengdi Huai; Jing Gao 004; Aidong Zhang (SDM, 2019)

MeSHProbeNet: a self-attentive probe net for MeSH indexing. - Guangxu Xun; Kishlay Jha; Ye Yuan 006; Yaqing Wang 001; Aidong Zhang (Bioinform., 2019)

A hybrid self-attention deep learning framework for multivariate sleep stage classification. - Ye Yuan 006; Kebin Jia; Fenglong Ma; Guangxu Xun; Yaqing Wang 001; Lu Su 001; Aidong Zhang (BMC Bioinform., 2019)

Incorporating Biological Knowledge with Factor Graph Neural Network for Interpretable Deep Learning. - Tianle Ma; Aidong Zhang (CoRR, 2019)

Predicting the associations between microbes and diseases by integrating multiple data sources and path-based HeteSim scores. - Chunyan Fan; Xiujuan Lei; Ling Guo; Aidong Zhang (Neurocomputing, 2019)

Wave2Vec: Deep representation learning for clinical temporal data. - Ye Yuan 006; Guangxu Xun; Qiuling Suo; Kebin Jia; Aidong Zhang (Neurocomputing, 2019)

A survey on literature based discovery approaches in biomedical domain. - Vishrawas Gopalakrishnan; Kishlay Jha; Wei Jin 006; Aidong Zhang (J. Biomed. Informatics, 2019)

Artificial bee colony clustering with self-adaptive crossover and stepwise search for brain functional parcellation in fMRI data. - Xuewu Zhao; Junzhong Ji; Aidong Zhang (Soft Comput., 2019)

A Multi-View Deep Learning Framework for EEG Seizure Detection. - Ye Yuan 006; Guangxu Xun; Kebin Jia; Aidong Zhang (IEEE J. Biomed. Health Informatics, 2019)

DWE-Med: Dynamic Word Embeddings for Medical Domain. - Kishlay Jha; Guangxu Xun; Vishrawas Gopalakrishnan; Aidong Zhang (ACM Trans. Knowl. Discov. Data, 2019)

Towards Confidence Interval Estimation in Truth Discovery. - Houping Xiao; Jing Gao 004; Qi Li 012; Fenglong Ma; Lu Su 001; Yunlong Feng; Aidong Zhang (IEEE Trans. Knowl. Data Eng., 2019)

Pairwise Learning with Differential Privacy Guarantees. - Mengdi Huai; Di Wang 015; Chenglin Miao; Jinhui Xu 001; Aidong Zhang (AAAI, 2020)

Towards Interpretation of Pairwise Learning. - Mengdi Huai; Di Wang 015; Chenglin Miao; Aidong Zhang (AAAI, 2020)

EC-GAN: Inferring Brain Effective Connectivity via Generative Adversarial Networks. - Jinduo Liu 001; Junzhong Ji; Guangxu Xun; Liuyi Yao; Mengdi Huai; Aidong Zhang (AAAI, 2020)

Analysis of Meta-Learning Approaches for TCGA Pan-cancer Datasets. - Jingyuan Chou; Stefan Bekiranov; Chongzhi Zang; Mengdi Huai; Aidong Zhang (BIBM, 2020)

Global Interpretation for Patient Similarity Learning. - Mengdi Huai; Chenglin Miao; Jinduo Liu 001; Di Wang 015; Jingyuan Chou; Aidong Zhang (BIBM, 2020)

GLIMA: Global and Local Time Series Imputation with Multi-directional Attention Learning. - Qiuling Suo; Weida Zhong; Guangxu Xun; Jianhui Sun; Changyou Chen; Aidong Zhang (IEEE BigData, 2020)

Optimized Foothold Planning and Posture Searching for Energy-Efficient Quadruped Locomotion over Challenging Terrains. - Lu Chen; Shusheng Ye; Caiming Sun; Aidong Zhang; Ganyu Deng; Tianjiao Liao (ICRA, 2020)

HGMF: Heterogeneous Graph-based Fusion for Multimodal Data with Incompleteness. - Jiayi Chen; Aidong Zhang (KDD, 2020)

Malicious Attacks against Deep Reinforcement Learning Interpretations. - Mengdi Huai; Jianhui Sun; Renqin Cai; Liuyi Yao; Aidong Zhang (KDD, 2020)

TAdaNet: Task-Adaptive Network for Graph-Enriched Meta-Learning. - Qiuling Suo; Jingyuan Chou; Weida Zhong; Aidong Zhang (KDD, 2020)

Correlation Networks for Extreme Multi-label Text Classification. - Guangxu Xun; Kishlay Jha; Jianhui Sun; Aidong Zhang (KDD, 2020)

Deep Learning Aided Signal Detection for SPAD-Based Underwater Optical Wireless Communications. - Rui Jiang 004; Caiming Sun; Long Zhang; Xinke Tang; Hongjie Wang; Aidong Zhang (IEEE Access, 2020)

Underwater Wireless Optical Communication Based on DPSK Modulation and Silicon Photomultiplier. - Xinke Tang; Long Zhang; Caiming Sun; Zhen Chen; Hongjie Wang; Rui Jiang 004; Zhongyi Li; Wu Shi; Aidong Zhang (IEEE Access, 2020)

DeepMV: Multi-View Deep Learning for Device-Free Human Activity Recognition. - Hongfei Xue; Wenjun Jiang; Chenglin Miao; Fenglong Ma; Shiyang Wang; Ye Yuan 006; Shuochao Yao; Aidong Zhang; Lu Su 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020)

Cooperative Moving-Target Enclosing of Networked Vehicles With Constant Linear Velocities. - Xiao Yu 002; Ning Ding 003; Aidong Zhang; Huihuan Qian (IEEE Trans. Cybern., 2020)

Secure Inter-Domain Forwarding Loop Test in Software Defined Networks. - Yuan Zhang 004; Boyu Zhu; Yixin Fang; Suxin Guo; Aidong Zhang; Sheng Zhong 002 (IEEE Trans. Dependable Secur. Comput., 2020)

Learning Brain Effective Connectivity Network Structure Using Ant Colony Optimization Combining With Voxel Activation Information. - Jinduo Liu 001; Junzhong Ji; Xiuqin Jia; Aidong Zhang (IEEE J. Biomed. Health Informatics, 2020)

Learning Distance Metrics from Probabilistic Information. - Mengdi Huai; Chenglin Miao; Yaliang Li; Qiuling Suo; Lu Su 001; Aidong Zhang (ACM Trans. Knowl. Discov. Data, 2020)

HetMAML: Task-Heterogeneous Model-Agnostic Meta-Learning for Few-Shot Learning Across Modalities. - Jiayi Chen; Aidong Zhang (CIKM, 2021)

SCI: Subspace Learning Based Counterfactual Inference for Individual Treatment Effect Estimation. - Liuyi Yao; Yaliang Li; Sheng Li 001; Mengdi Huai; Jing Gao 004; Aidong Zhang (CIKM, 2021)

Heterogeneous Spatio-Temporal Graph Convolution Network for Traffic Forecasting with Missing Values. - Weida Zhong; Qiuling Suo; Xiaowei Jia; Aidong Zhang; Lu Su 001 (ICDCS, 2021)

Autonomous Navigation for Adaptive Unmanned Underwater Vehicles Using Fiducial Markers. - Juan Chen; Caiming Sun; Aidong Zhang (ICRA, 2021)

Design of a deployable underwater robot for the recovery of autonomous underwater vehicles based on origami technique. - Jisen Li; Yuliang Yang; Yumei Zhang; Hua Zhu; Yongqi Li 003; Qiujun Huang; Haibo Lu; Shan He; Shengquan Li; Wei Zhang 013; Tao Mei 001; Feng Wu 001; et al. (ICRA, 2021)

Design and Implementation of a Novel, Intrinsically Safe Rigid-Flexible Coupling Manipulator for COVID-19 Oropharyngeal Swab Sampling. - Heng Zhang 034; Qiwen Wang; Chuliang Chi; Yongquan Chen; Zonggao Mu 001; Zheng Li 012; Yuanmin Lan; Aidong Zhang (ICRA, 2021)

Multi-Cause Effect Estimation with Disentangled Confounder Representation. - Jing Ma 002; Ruocheng Guo; Aidong Zhang; Jundong Li (IJCAI, 2021)

Few-Shot Class-Incremental Learning with Meta-Learned Class Structures. - Guangtao Zheng; Aidong Zhang (ICDM (Workshops), 2021)

Design of a Large-scale Electrically-actuated Quadruped Robot and Locomotion Control for the Narrow Passage. - Shusheng Ye; Jianwen Luo 002; Caiming Sun; Bingchen Jin; Juntong Su; Aidong Zhang (IROS, 2021)

Knowledge-Guided Efficient Representation Learning for Biomedical Domain. - Kishlay Jha; Guangxu Xun; Nan Du 001; Aidong Zhang (KDD, 2021)

A Stagewise Hyperparameter Scheduler to Improve Generalization. - Jianhui Sun; Ying Yang; Guangxu Xun; Aidong Zhang (KDD, 2021)

mmMesh: towards 3D real-time dynamic human mesh construction using millimeter-wave. - Hongfei Xue; Yan Ju; Chenglin Miao; Yijiang Wang; Shiyang Wang; Aidong Zhang; Lu Su 001 (MobiSys, 2021)

Uniform emission of large-scale optical phase arrays with wide wavelength tuning. - Hongjie Wang; Caiming Sun; Lesi Yang; Xiaomin Nie; Binghui Li; Aidong Zhang (OFC, 2021)

An Efficient Lightweight 2D Driven 3D Detector for Underwater Robots Tracking. - Lu Chen; Zhengjia Zhu; Caiming Sun; Aidong Zhang (ROBIO, 2021)

Vision-based Navigation for a Small-scale Quadruped Robot Pegasus-Mini. - Ganyu Deng; Jianwen Luo 002; Caiming Sun; Dongwei Pan; Longyao Peng; Ning Ding 003; Aidong Zhang (ROBIO, 2021)

Fast and Compliant Whole Body Control for Gear-Driven Torque Sensorless Quadruped Robot Trotting. - Bingchen Jin; Caiming Sun; Dingan Cheng; Shusheng Ye; Juntong Su; Aidong Zhang (ROBIO, 2021)

Deconfounding with Networked Observational Data in a Dynamic Environment. - Jing Ma 002; Ruocheng Guo; Chen Chen 022; Aidong Zhang; Jundong Li (WSDM, 2021)

Embeddings of genomic region sets capture rich biological associations in lower dimensions. - Erfaneh Gharavi; Aaron Gu; Guangtao Zheng; Jason P. Smith; Hyun Jae Cho; Aidong Zhang; Donald E. Brown; Nathan C. Sheffield (Bioinform., 2021)

Continual representation learning for evolving biomedical bipartite networks. - Kishlay Jha; Guangxu Xun; Aidong Zhang (Bioinform., 2021)

Terrain-perception-free Quadrupedal Spinning Locomotion on Versatile Terrains: Modeling, Analysis, and Experimental Validation. - Hongwu Zhu; Dong Wang; Ganyu Deng; Nathan Boyd; Ziyi Zhou; Lecheng Ruan; Caiming Sun; Aidong Zhang; Ning Ding 003; Ye Zhao 002; Jianwen Luo 002 (CoRR, 2021)

High-Payload Online Identification and Adaptive Control for an Electrically-actuated Quadruped Robot. - Bingchen Jin; Shusheng Ye; Juntong Su; Chaoyang Song 001; Ye Zhao 002; Aidong Zhang; Ning Ding 003; Jianwen Luo 002 (CoRR, 2021)

Terrain-Perception-Free Quadrupedal Spinning Locomotion on Versatile Terrains: Modeling, Analysis, and Experimental Validation. - Hongwu Zhu; Dong Wang; Nathan Boyd; Ziyi Zhou; Lecheng Ruan; Aidong Zhang; Ning Ding 003; Ye Zhao 002; Jianwen Luo 002 (Frontiers Robotics AI, 2021)

EIC Farewell and New EIC Introduction. - Aidong Zhang (IEEE ACM Trans. Comput. Biol. Bioinform., 2021)

MeSHProbeNet-P: Improving Large-scale MeSH Indexing with Personalizable MeSH Probes. - Guangxu Xun; Kishlay Jha; Aidong Zhang (ACM Trans. Knowl. Discov. Data, 2021)

A Survey on Causal Inference. - Liuyi Yao; Zhixuan Chu; Sheng Li 001; Yaliang Li; Jing Gao 004; Aidong Zhang (ACM Trans. Knowl. Discov. Data, 2021)

Tracking Community Consistency in Dynamic Networks: An Influence-Based Approach. - Xiaowei Jia; Xiaoyi Li; Nan Du 001; Yuan Zhang 028; Vishrawas Gopalakrishnan; Guangxu Xun; Aidong Zhang (IEEE Trans. Knowl. Data Eng., 2021)

Virtual Guidance-Based Coordinated Tracking Control of Multi-Autonomous Underwater Vehicles Using Composite Neural Learning. - Yingxin Shou; Bin Xu 003; Aidong Zhang; Tao Mei 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Cooperative Target Enclosing Control of Multiple Mobile Robots Subject to Input Disturbances. - Xiao Yu 002; Ji Ma 002; Ning Ding 003; Aidong Zhang (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Towards Automating Model Explanations with Certified Robustness Guarantees. - Mengdi Huai; Jinduo Liu 001; Chenglin Miao; Liuyi Yao; Aidong Zhang (AAAI, 2022)

Knowledge-Guided Semantics Adjustment for Improved Few-Shot Classification. - Guangtao Zheng; Aidong Zhang (ICDM, 2022)

FedMSplit: Correlation-Adaptive Federated Multi-Task Learning across Multimodal Split Networks. - Jiayi Chen; Aidong Zhang (KDD, 2022)

Demystify Hyperparameters for Stochastic Optimization with Transferable Representations. - Jianhui Sun; Mengdi Huai; Kishlay Jha; Aidong Zhang (KDD, 2022)

CLEAR: Generative Counterfactual Explanations on Graphs. - Jing Ma 002; Ruocheng Guo; Saumitra Mishra; Aidong Zhang; Jundong Li (NeurIPS, 2022)

Liquid Waveguide Cladding for 2D Beam Steering of An Optical Phased Array at a Single Wavelength. - Binghui Li; Caiming Sun; Aidong Zhang (OFC, 2022)

Theoretical Model and Validation for Broadband Optical Phased Arrays. - Caiming Sun; Binghui Li; Wu Shi; Jing Lin; Ning Ding 003; Aidong Zhang (OECC/PSC, 2022)

M4esh: mmWave-Based 3D Human Mesh Construction for Multiple Subjects. - Hongfei Xue; Qiming Cao; Yan Ju; Haochen Hu; Haoyu Wang 004; Aidong Zhang; Lu Su 001 (SenSys, 2022)

Learning Fair Node Representations with Graph Counterfactual Fairness. - Jing Ma 002; Ruocheng Guo; Mengting Wan; Longqi Yang; Aidong Zhang; Jundong Li (WSDM, 2022)

Topological Transduction for Hybrid Few-shot Learning. - Jiayi Chen; Aidong Zhang (WWW, 2022)

Continual knowledge infusion into pre-trained biomedical language models. - Kishlay Jha; Aidong Zhang (Bioinform., 2022)

Optimal synthesis of mechanisms using repellency evolutionary algorithm. - Qiujun Huang; Yicheng Yu; Kai Zhang; Shengquan Li; Haibo Lu; Jisen Li; Aidong Zhang; Tao Mei 001 (Knowl. Based Syst., 2022)

On the Robustness of Metric Learning: An Adversarial Perspective. - Mengdi Huai; Tianhang Zheng; Chenglin Miao; Liuyi Yao; Aidong Zhang (ACM Trans. Knowl. Discov. Data, 2022)

Inferring Effective Connectivity Networks From fMRI Time Series With a Temporal Entropy-Score. - Jinduo Liu 001; Junzhong Ji; Guangxu Xun; Aidong Zhang (IEEE Trans. Neural Networks Learn. Syst., 2022)

Understanding and Enhancing Robustness of Concept-Based Models. - Sanchit Sinha; Mengdi Huai; Jianhui Sun; Aidong Zhang (AAAI, 2023)

On Task-personalized Multimodal Few-shot Learning for Visually-rich Document Entity Retrieval. - Jiayi Chen; Hanjun Dai; Bo Dai 001; Aidong Zhang; Wei Wei 019 (EMNLP (Findings), 2023)

Learning for Counterfactual Fairness from Observational Data. - Jing Ma 002; Ruocheng Guo; Aidong Zhang; Jundong Li (KDD, 2023)

On Hierarchical Disentanglement of Interactive Behaviors for Multimodal Spatiotemporal Data with Incompleteness. - Jiayi Chen; Aidong Zhang (KDD, 2023)

Enhance Diffusion to Improve Robust Generalization. - Jianhui Sun; Sanchit Sinha; Aidong Zhang (KDD, 2023)

Towards Generalized mmWave-based Human Pose Estimation through Signal Augmentation. - Hongfei Xue; Qiming Cao; Chenglin Miao; Yan Ju; Haochen Hu; Aidong Zhang; Lu Su 001 (MobiCom, 2023)

Federated Conditional Stochastic Optimization. - Xidong Wu; Jianhui Sun; Zhengmian Hu; Junyi Li; Aidong Zhang; Heng Huang (NeurIPS, 2023)

Solving a Class of Non-Convex Minimax Optimization in Federated Learning. - Xidong Wu; Jianhui Sun; Zhengmian Hu; Aidong Zhang; Heng Huang (NeurIPS, 2023)

High-resolution Radiation Characterization for an Uniformly Emitted SiNx Nanophotonic Phased Array. - Caiming Sun; Binghui Li; Ning Ding 003; Aidong Zhang (OFC, 2023)

Learning to Learn Task Transformations for Improved Few-Shot Classification. - Guangtao Zheng; Qiuling Suo; Mengdi Huai; Aidong Zhang (SDM, 2023)

Scheduling Hyperparameters to Improve Generalization: From Centralized SGD to Asynchronous SGD. - Jianhui Sun; Ying Yang; Guangxu Xun; Aidong Zhang (ACM Trans. Knowl. Discov. Data, 2023)

Interpretable meta-learning of multi-omics data for survival analysis and pathway enrichment. - Hyun Jae Cho; Mia Shu; Stefan Bekiranov; Chongzhi Zang; Aidong Zhang (Bioinform., 2023)

ProtoCell4P: an explainable prototype-based neural network for patient classification using single-cell RNA-seq. - Guangzhi Xiong; Stefan Bekiranov; Aidong Zhang (Bioinform., 2023)

Concept-Level Model Interpretation From the Causal Aspect. - Liuyi Yao; Yaliang Li; Sheng Li 001; Jinduo Liu 001; Mengdi Huai; Aidong Zhang; Jing Gao 004 (IEEE Trans. Knowl. Data Eng., 2023)

On Disentanglement of Asymmetrical Knowledge Transfer for Modality-Task Agnostic Federated Learning. - Jiayi Chen; Aidong Zhang (AAAI, 2024)

On the Role of Server Momentum in Federated Learning. - Jianhui Sun; Xidong Wu; Heng Huang; Aidong Zhang (AAAI, 2024)

AdvST: Revisiting Data Augmentations for Single Domain Generalization. - Guangtao Zheng; Mengdi Huai; Aidong Zhang (AAAI, 2024)

Benchmarking Retrieval-Augmented Generation for Medicine. - Guangzhi Xiong; Qiao Jin 001; Zhiyong Lu; Aidong Zhang (ACL (Findings), 2024)

Context-Specific Feature Augmentation for Improving Social Determinants of Health Extraction. - Lei Gong; Andrey Shor; Aidong Zhang; Kishlay Jha (IEEE Big Data, 2024)

Embracing Foundation Models for Advancing Scientific Discovery. - Sikun Guo; Amir Hassan Shariatmadari; Guangzhi Xiong; Aidong Zhang (IEEE Big Data, 2024)

Generalizing to Unseen Domains via Text-Guided Augmentation: A Training-Free Approach. - Daiqing Qi; Handong Zhao; Aidong Zhang; Sheng Li 001 (ECCV (69), 2024)

Benchmarking Spurious Bias in Few-Shot Image Classifiers. - Guangtao Zheng; Wenqian Ye; Aidong Zhang (ECCV (80), 2024)

FedMBridge: Bridgeable Multimodal Federated Learning. - Jiayi Chen; Aidong Zhang (ICML, 2024)

A Self-explaining Neural Architecture for Generalizable Concept Learning. - Sanchit Sinha; Guangzhi Xiong; Aidong Zhang (IJCAI, 2024)

Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation. - Guangtao Zheng; Wenqian Ye; Aidong Zhang (IJCAI, 2024)

CoLiDR: Concept Learning using Aggregated Disentangled Representations. - Sanchit Sinha; Guangzhi Xiong; Aidong Zhang (KDD, 2024)

MAML-en-LLM: Model Agnostic Meta-Training of LLMs for Improved In-Context Learning. - Sanchit Sinha; Yuguang Yue; Victor Soto; Mayank Kulkarni; Jianhua Lu; Aidong Zhang (KDD, 2024)

Spuriousness-Aware Meta-Learning for Learning Robust Classifiers. - Guangtao Zheng; Wenqian Ye; Aidong Zhang (KDD, 2024)

MedCalc-Bench: Evaluating Large Language Models for Medical Calculations. - Nikhil Khandekar; Qiao Jin 001; Guangzhi Xiong; Soren Dunn; Serina S. Applebaum; Zain Anwar; Maame Sarfo-Gyamfi; Conrad W. Safranek; Abid A Anwar; Andrew Zhang; Aidan Gilson; Maxwell B. Singer; et al. (NeurIPS, 2024)

DeepGSEA: explainable deep gene set enrichment analysis for single-cell transcriptomic data. - Guangzhi Xiong; Nathan Leroy; Stefan Bekiranov; Nathan C. Sheffield; Aidong Zhang (Bioinform., 2024)

Spurious Correlations in Machine Learning: A Survey. - Wenqian Ye; Guangtao Zheng; Xu Cao; Yunsheng Ma; Xia Hu; Aidong Zhang (CoRR, 2024)

MM-SpuBench: Towards Better Understanding of Spurious Biases in Multimodal LLMs. - Wenqian Ye; Guangtao Zheng; Yunsheng Ma; Xu Cao; Bolin Lai; James M. Rehg; Aidong Zhang (CoRR, 2024)

Improving Retrieval-Augmented Generation in Medicine with Iterative Follow-up Questions. - Guangzhi Xiong; Qiao Jin 001; Xiao Wang; Minjia Zhang; Zhiyong Lu; Aidong Zhang (CoRR, 2024)

ProtoNAM: Prototypical Neural Additive Models for Interpretable Deep Tabular Learning. - Guangzhi Xiong; Sanchit Sinha; Aidong Zhang (CoRR, 2024)

Structural Causality-based Generalizable Concept Discovery Models. - Sanchit Sinha; Guangzhi Xiong; Aidong Zhang (CoRR, 2024)

Demystifying Large Language Models for Medicine: A Primer. - Qiao Jin 001; Nicholas Wan; Robert Leaman; Shubo Tian; Zhizheng Wang; Yifan Yang 006; Zifeng Wang 008; Guangzhi Xiong; Po-Ting Lai; Qingqing Zhu; Benjamin Hou; Maame Sarfo-Gyamfi; et al. (CoRR, 2024)

Improving Scientific Hypothesis Generation with Knowledge Grounded Large Language Models. - Guangzhi Xiong; Eric Xie; Amir Hassan Shariatmadari; Sikun Guo; Stefan Bekiranov; Aidong Zhang (CoRR, 2024)

IdeaBench: Benchmarking Large Language Models for Research Idea Generation. - Sikun Guo; Amir Hassan Shariatmadari; Guangzhi Xiong; Albert Huang; Eric Xie; Stefan Bekiranov; Aidong Zhang (CoRR, 2024)

Humans Continue to Outperform Large Language Models in Complex Clinical Decision-Making: A Study with Medical Calculators. - Nicholas Wan; Qiao Jin 001; Joey Chan; Guangzhi Xiong; Serina S. Applebaum; Aidan Gilson; Reid McMurry; R. Andrew Taylor; Aidong Zhang; Qingyu Chen 001; Zhiyong Lu (CoRR, 2024)

Ensuring Safety and Trust: Analyzing the Risks of Large Language Models in Medicine. - Yifan Yang 006; Qiao Jin 001; Robert Leaman; Xiaoyu Liu 003; Guangzhi Xiong; Maame Sarfo-Gyamfi; Changlin Gong; Santiago Ferrière-Steinert; W. John Wilbur; Xiaojun Li; Jiaxin Yuan; Bang An 001; et al. (CoRR, 2024)

MedCite: Can Language Models Generate Verifiable Text for Medicine? - Xiao Wang; Mengjue Tan; Qiao Jin 001; Guangzhi Xiong; Yu Hu; Aidong Zhang; Zhiyong Lu; Minjia Zhang (ACL (Findings), 2025)

Optimizing External and Internal Knowledge of Foundation Models for Scientific Discovery. - Sikun Guo; Guangzhi Xiong; Aidong Zhang (SDM, 2025)

Leveraging Scale-aware Representations for improved Concept-Representation Alignment in ViTs. - Sanchit Sinha; Guangzhi Xiong; Aidong Zhang (CoRR, 2025)

Client-Centric Federated Adaptive Optimization. - Jianhui Sun; Xidong Wu; Heng Huang; Aidong Zhang (CoRR, 2025)

RAG-Gym: Optimizing Reasoning and Search Agents with Process Supervision. - Guangzhi Xiong; Qiao Jin 001; Xiao Wang; Yin Fang; Haolin Liu; Yifan Yang 006; Fangyuan Chen; Zhixing Song; Dengyu Wang; Minjia Zhang; Zhiyong Lu; Aidong Zhang (CoRR, 2025)

TAMA: A Human-AI Collaborative Thematic Analysis Framework Using Multi-Agent LLMs for Clinical Interviews. - Huimin Xu; Seungjun Yi; Terence Lim; Jiawei Xu 006; Andrew Well; Carlos M. Mery; Aidong Zhang; Yuji Zhang 002; Heng Ji 001; Keshav Pingali; Yan Leng; Ying Ding 001 (CoRR, 2025)

ShortcutProbe: Probing Prediction Shortcuts for Learning Robust Models. - Guangtao Zheng; Wenqian Ye; Aidong Zhang (CoRR, 2025)

Toward Reliable Biomedical Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models. - Guangzhi Xiong; Eric Xie; Corey Williams; Myles Kim; Amir Hassan Shariatmadari; Sikun Guo; Stefan Bekiranov; Aidong Zhang (CoRR, 2025)

NeuronTune: Towards Self-Guided Spurious Bias Mitigation. - Guangtao Zheng; Wenqian Ye; Aidong Zhang (CoRR, 2025)

Cell-o1: Training LLMs to Solve Single-Cell Reasoning Puzzles with Reinforcement Learning. - Yin Fang; Qiao Jin 001; Guangzhi Xiong; Bowen Jin; Xianrui Zhong; Siru Ouyang; Aidong Zhang; Jiawei Han 001; Zhiyong Lu (CoRR, 2025)

A Comprehensive Survey on the Risks and Limitations of Concept-based Models. - Sanchit Sinha; Aidong Zhang (CoRR, 2025)

Improving Group Robustness on Spurious Correlation via Evidential Alignment. - Wenqian Ye; Guangtao Zheng; Aidong Zhang (CoRR, 2025)