An Open and Extensible Event-Based Transaction Manager. - Edward C. Cheng; Edward Y. Chang; Johannes Klein; Dora Lee; Edward Lu; Alberto Lutgardo; Ron Obermarck (USENIX Summer, 1991)

Characterization of Temporal Property Classes. - Edward Y. Chang; Zohar Manna; Amir Pnueli (ICALP, 1992)

Admissions Control and Data Placement for VBR Video Servers. - Edward Y. Chang; Avideh Zakhor (ICIP (1), 1994)

Compositional Verification of Real-Time Systems - Edward Y. Chang; Zohar Manna; Amir Pnueli (LICS, 1994)

Scalable Video Data Placement on Parallel Disk Arrays. - Edward Y. Chang; Avideh Zakhor (Storage and Retrieval for Image and Video Databases (SPIE), 1994)

STeP: The Stanford Temporal Prover. - Zohar Manna; Nikolaj S. Bjørner; Anca Browne; Edward Y. Chang; Michael Colón; Luca de Alfaro; Harish Devarajan; Arjun Kapur; Jaejin Lee; Henny Sipma; Tomás E. Uribe (TAPSOFT, 1995)

STeP: Deductive-Algorithmic Verification of Reactive and Real-Time Systems. - Nikolaj S. Bjørner; Anca Browne; Edward Y. Chang; Michael Colón; Arjun Kapur; Zohar Manna; Henny Sipma; Tomás E. Uribe (CAV, 1996)

Reducing Initial Latency in a Multimedia Storage System. - Edward Y. Chang; Hector Garcia-Molina (IW-MMDBMS, 1996)

Cost Analyses for VBR Video Servers. - Edward Y. Chang; Avideh Zakhor (IEEE Multim., 1996)

BubbleUp: Low Latency Fast-Scan for Media Servers. - Edward Y. Chang; Hector Garcia-Molina (ACM Multimedia, 1997)

Effective Memory Use in a Media Server. - Edward Y. Chang; Hector Garcia-Molina (VLDB, 1997)

Reducing Initial Latency in Media Servers. - Edward Y. Chang; Hector Garcia-Molina (IEEE Multim., 1997)

Disk-based storage for scalable video. - Edward Y. Chang; Avideh Zakhor (IEEE Trans. Circuits Syst. Video Technol., 1997)

2D BubbleUp: Managing Parallel Disks for Media Servers. - Edward Y. Chang; Hector Garcia-Molina; Chen Li 001 (FODO, 1998)

An Image Coding and Reconstruction Scheme for Mobile Computing. - Edward Y. Chang (IDMS, 1998)

Cost-Based Media Server Design. - Edward Y. Chang; Hector Garcia-Molina (RIDE, 1998)

MEDIC: A Memory & Disk Cache for Multimedia Clients. - Edward Y. Chang; Hector Garcia-Molina (ICMCS, Vol. 1, 1999)

DTV: a client-based interactive DTV architecture. - Edward Y. Chang (ACM Multimedia (2), 1999)

PowerBookmarks: A System for Personalizable Web Information Organization, Sharing, and Management. - Wen-Syan Li; Quoc Vu; Edward Y. Chang; Divyakant Agrawal; Kyoji Hirata; Sougata Mukherjea; Yi-Leh Wu; Corey Bufi; Kevin Chen-Chuan Chang; Yoshinori Hara; Reiko Ito; Yutaka Kimura; et al. (SIGMOD Conference, 1999)

Query Planning with Limited Source Capabilities. - Chen Li 001; Edward Y. Chang (ICDE, 2000)

Maximizing QoS for interactive DTV clients. - Edward Y. Chang (Comput. Commun., 2000)

SVM Binary Classifier Ensembles for Image Classification. - Kingshy Goh; Edward Y. Chang; Kwang-Ting Cheng (CIKM, 2001)

Spin Discriminant Analysis (SDA) - Using a One-Dimensional Classifier for High Dimensional Classification Problems. - Huaxin You; Hong Hua; Narendra Ahuja; Edward Y. Chang (CVPR (1), 2001)

Providing scalable on-demand interactive video service by means of multicasting and client buffering. - S.-H. Gary Chan; Edward Y. Chang (ICC, 2001)

Mining Image Features for Efficient Query Processing. - Beitao Li; Wei-Cheng Lai; Edward Y. Chang; Kwang-Ting Cheng (ICDM, 2001)

On Answering Queries in the Presence of Limited Access Patterns. - Chen Li 001; Edward Y. Chang (ICDT, 2001)

Learning Image Query Concepts via Intelligent Sampling. - Beitao Li; Edward Y. Chang; Chung-Sheng Li (ICME, 2001)

Data Placement for Multi-user Interactive DTV. - Raju Rangaswami; Edward Y. Chang; Chen Li 001; Milton Chen (ICME, 2001)

NNEW: Nearest Neighbor Expansion By Weighting In Image Database Retrieval. - Huaxin You; Edward Y. Chang; Beitao Li (ICME, 2001)

PBIR: perception-based image retrieval-a system that can quickly capture subjective image query concepts. - Edward Y. Chang; Kwang-Ting Cheng; Wei-Cheng Lai; Ching-Tung Wu; Chengwei Chang; Yi-Leh Wu (ACM Multimedia, 2001)

Support vector machine pairwise classifiers with error reduction for image classification. - Kingshy Goh; Edward Y. Chang; Kwang-Ting Cheng (ACM Multimedia Workshops, 2001)

Support vector machine active learning for image retrieval. - Simon Tong; Edward Y. Chang (ACM Multimedia, 2001)

PBIR - Perception-Based Image Retrieval. - Edward Y. Chang; Kwang-Ting (Tim) Cheng; Lihyuarn L. Chang (SIGMOD Conference, 2001)

Answering queries with useful bindings. - Chen Li 001; Edward Y. Chang (ACM Trans. Database Syst., 2001)

An Architecture of a Web-Based Collaborative Image Search Engine. - Wei-Cheng Lai; Gerard Sychay; Edward Y. Chang (OTM, 2002)

On learning perceptual distance function for image retrieval. - Edward Y. Chang; Beitao Li (ICASSP, 2002)

The XTREAM multimedia system. - Zoran Dimitrijevic; Raju Rangaswami; Edward Y. Chang (ICME (1), 2002)

Effective image annotation via active learning. - Gerard Sychay; Edward Y. Chang; Kingshy Goh (ICME (1), 2002)

Shot transition detection using a perceptual distance function. - Yi Wu 005; Edward Y. Chang; Beitao Li (ICME (1), 2002)

BPMs versus SVMs for image classification. - Gang Wu 005; Edward Y. Chang; Chung-Sheng Li (ICME (2), 2002)

Virtual IO: preemptible disk access. - Zoran Dimitrijevic; Raju Rangaswami; Edward Y. Chang (ACM Multimedia, 2002)

DynDex: a dynamic and non-metric space indexer. - Kingshy Goh; Beitao Li; Edward Y. Chang (ACM Multimedia, 2002)

PBIR-MM: multimodal image retrieval and annotation. - Wei-Cheng Lai; Chengwei Chang; Edward Y. Chang; Kwang-Ting Cheng; Michael Crandell (ACM Multimedia, 2002)

Hybrid Learning Schemes for Multimedia Information Retrieval. - Wei-Cheng Lai; Edward Y. Chang; Kwang-Ting Cheng (IEEE Pacific Rim Conference on Multimedia, 2002)

MORF: A Distributed Multimodal Information Filtering System. - Yi-Leh Wu; Edward Y. Chang; Kwang-Ting Cheng; Chengwei Chang; Chen-Cha Hsu; Wei-Cheng Lai; Ching-Tung Wu (IEEE Pacific Rim Conference on Multimedia, 2002)

Indexing Images in High-Dimensional and Dynamic-Weighted Feature Spaces. - Kingshy Goh; Edward Y. Chang (VDB, 2002)

Clustering for Approximate Similarity Search in High-Dimensional Spaces. - Chen Li 001; Edward Y. Chang; Hector Garcia-Molina; Gio Wiederhold (IEEE Trans. Knowl. Data Eng., 2002)

An Anatomy of a Large-Scale Image Search Engine. - Wei-Cheng Lai; Edward Y. Chang; Kwang-Ting (Tim) Cheng (Web Document Analysis, 2003)

Invariant Feature Extraction and Biased Statistical Inference for Video Surveillance. - Yi-Leh Wu; Long Jiao; Gang Wu 005; Edward Y. Chang; Yuan-Fang Wang (AVSS, 2003)

Enhancing DPF for Near-replica Image Recognition. - Yan Meng; Edward Y. Chang; Beitao Li (CVPR (2), 2003)

Design and Implementation of Semi-preemptible IO. - Zoran Dimitrijevic; Raju Rangaswami; Edward Y. Chang (FAST, 2003)

MEMS-based Disk Buffer for Streaming Media Servers. - Raju Rangaswami; Zoran Dimitrijevic; Edward Y. Chang; Klaus E. Schauser (ICDE, 2003)

Statistical learning for effective visual information retrieval. - Edward Y. Chang; Beitao Li; Gang Wu 005; Kingshy Goh (ICIP (3), 2003)

Adaptive Feature-Space Conformal Transformation for Imbalanced-Data Learning. - Gang Wu 005; Edward Y. Chang (ICML, 2003)

The anatomy of a multimodal information filter. - Yi-Leh Wu; Kingshy Goh; Beitao Li; Huaxin You; Edward Y. Chang (KDD, 2003)

Confidence-based dynamic ensemble for image annotation and semantics discovery. - Beitao Li; Kingshy Goh; Edward Y. Chang (ACM Multimedia, 2003)

Multi-camera spatio-temporal fusion and biased sequence-data learning for security surveillance. - Gang Wu 005; Yi-Leh Wu; Long Jiao; Yuan-Fang Wang; Edward Y. Chang (ACM Multimedia, 2003)

Image copy detection using dynamic partial function. - Yan Meng; Edward Y. Chang (Storage and Retrieval for Media Databases, 2003)

Framework for detecting hazardous events. - Yi Wu 005; Edward Y. Chang; Gang Wu 005 (Storage and Retrieval for Media Databases, 2003)

Discovery of a perceptual distance function for measuring image similarity. - Beitao Li; Edward Y. Chang; Yi-Leh Wu (Multim. Syst., 2003)

CBSA: content-based soft annotation for multimodal image retrieval using Bayes point machines. - Edward Y. Chang; Kingshy Goh; Gerard Sychay; Gang Wu 005 (IEEE Trans. Circuits Syst. Video Technol., 2003)

Fine-grained device management in an interactive media server. - Raju Rangaswami; Zoran Dimitrijevic; Edward Y. Chang; S.-H. Gary Chan (IEEE Trans. Multim., 2003)

MEGA - the maximizing expected generalization algorithm for learning complex query concepts. - Edward Y. Chang; Beitao Li (ACM Trans. Inf. Syst., 2003)

Distance-function design and fusion for sequence data. - Yi Wu 005; Edward Y. Chang (CIKM, 2004)

On Scalability of Active Learning for Formulating Query Concepts. - Wei-Cheng Lai; Kingshy Goh; Edward Y. Chang (CVDB, 2004)

Adaptive sampling for sensor networks. - Ankur Jain; Edward Y. Chang (DMSN, 2004)

Aligning Boundary in Kernel Space for Learning Imbalanced Dataset. - Gang Wu 005; Edward Y. Chang (ICDM, 2004)

Multimodal information fusion for video concept detection. - Yi Wu 005; Ching-Yung Lin; Edward Y. Chang; John R. Smith (ICIP, 2004)

Why one example is not enough for an image query. - Thomas E. Bjoerge; Edward Y. Chang (ICME, 2004)

Active learning and its scalability for image retrieval. - Edward Y. Chang; Wei-Cheng Lai (ICME, 2004)

Toward building a robust and intelligent video surveillance system: a case study. - Edward Y. Chang; Yuan-Fang Wang; I-Jeng Wang (ICME, 2004)

Multimodal concept-dependent active learning for image retrieval. - Kingshy Goh; Edward Y. Chang; Wei-Cheng Lai (ACM Multimedia, 2004)

Optimal multimodal fusion for multimedia data analysis. - Yi Wu 005; Edward Y. Chang; Kevin Chen-Chuan Chang; John R. Smith (ACM Multimedia, 2004)

Adaptive Stream Resource Management Using Kalman Filters. - Ankur Jain; Edward Y. Chang; Yuan-Fang Wang (SIGMOD Conference, 2004)

Introduction to the special issue on video surveillance. - Edward Y. Chang; Yuan-Fang Wang (Multim. Syst., 2004)

Anatomy of a multicamera video surveillance system. - Long Jiao; Yi-Leh Wu; Gang Wu 005; Edward Y. Chang; Yuan-Fang Wang (Multim. Syst., 2004)

EXTENT: fusing context, content, and semantic ontology for photo annotation. - Edward Y. Chang (CVDB, 2005)

Using pivots to index for support vector machine queries. - Arun Qamra; Edward Y. Chang (CVDB, 2005)

Extent: Inferring Image Metadata from Context and Content. - Chang-Ming Tsai; Arun Qamra; Edward Y. Chang; Yuan-Fang Wang (ICME, 2005)

Manifold learning, a promised land or work in progress? - Mei-Chen Yeh; I-Hsiang Lee; Gang Wu 005; Yi Wu 005; Edward Y. Chang (ICME, 2005)

Formulating distance functions via the kernel trick. - Gang Wu 005; Edward Y. Chang; Navneet Panda (KDD, 2005)

A video analysis framework for soft biometry security surveillance. - Yuan-Fang Wang; Edward Y. Chang; Ken P. Cheng (VSSN@MM, 2005)

Formulating context-dependent similarity functions. - Gang Wu 005; Edward Y. Chang; Navneet Panda (ACM Multimedia, 2005)

Multimodal metadata fusion using causal strength. - Yi Wu 005; Edward Y. Chang; Belle L. Tseng (ACM Multimedia, 2005)

Learning with non-metric proximity matrices. - Gang Wu 005; Edward Y. Chang; Zhihua Zhang 004 (ACM Multimedia, 2005)

Exploiting Geometry for Support Vector Machine Indexing. - Navneet Panda; Edward Y. Chang (SDM, 2005)

Kronecker Factorization for Speeding up Kernel Machines. - Gang Wu 005; Zhihua Zhang 004; Edward Y. Chang (SDM, 2005)

Enhanced Perceptual Distance Functions and Indexing for Image Replica Recognition. - Arun Qamra; Yan Meng; Edward Y. Chang (IEEE Trans. Pattern Anal. Mach. Intell., 2005)

Systems Support for Preemptive Disk Scheduling. - Zoran Dimitrijevic; Raju Rangaswami; Edward Y. Chang (IEEE Trans. Computers, 2005)

Using One-Class and Two-Class SVMs for Multiclass Image Annotation. - Kingshy Goh; Edward Y. Chang; Beitao Li (IEEE Trans. Knowl. Data Eng., 2005)

KBA: Kernel Boundary Alignment Considering Imbalanced Data Distribution. - Gang Wu 005; Edward Y. Chang (IEEE Trans. Knowl. Data Eng., 2005)

Semantics and feature discovery via confidence-based ensemble. - Kingshy Goh; Beitao Li; Edward Y. Chang (ACM Trans. Multim. Comput. Commun. Appl., 2005)

Adaptive non-linear clustering in data streams. - Ankur Jain; Zhihua Zhang 004; Edward Y. Chang (CIKM, 2006)

Mining blog stories using community-based and temporal clustering. - Arun Qamra; Belle L. Tseng; Edward Y. Chang (CIKM, 2006)

Identifying Color in Motion in Video Sensors. - Gang Wu 005; Amir M. Rahimi; Edward Y. Chang; Kingshy Goh; Tomy Tsai; Ankur Jain; Yuan-Fang Wang (CVPR (1), 2006)

Hypersphere Indexer. - Navneet Panda; Edward Y. Chang; Arun Qamra (DEXA, 2006)

Concept boundary detection for speeding up SVMs. - Navneet Panda; Edward Y. Chang; Gang Wu 005 (ICML, 2006)

Learning the unified kernel machines for classification. - Steven C. H. Hoi; Michael R. Lyu; Edward Y. Chang (KDD, 2006)

Incremental approximate matrix factorization for speeding up support vector machines. - Gang Wu 005; Edward Y. Chang; Yen-Kuang Chen; Christopher J. Hughes (KDD, 2006)

Unified and scalable learning in multimedia information retrieval. - Edward Y. Chang (Multimedia Information Retrieval, 2006)

Fotowiki: distributed map enhancement service. - WenYen Chen; Benjamin N. Lee; Edward Y. Chang (ACM Multimedia, 2006)

Fotofiti: web service for photo management. - Benjamin N. Lee; WenYen Chen; Edward Y. Chang (ACM Multimedia, 2006)

A scalable service for photo annotation, sharing, and search. - Benjamin N. Lee; WenYen Chen; Edward Y. Chang (ACM Multimedia, 2006)

Efficient top-k hyperplane query processing for multimedia information retrieval. - Navneet Panda; Edward Y. Chang (ACM Multimedia, 2006)

Active learning in very large databases. - Navneet Panda; Kingshy Goh; Edward Y. Chang (Multim. Tools Appl., 2006)

KDX: An Indexer for Support Vector Machines. - Navneet Panda; Edward Y. Chang (IEEE Trans. Knowl. Data Eng., 2006)

Bayesian Reasoning for Sensor Group-Queries and Diagnosis. - Ankur Jain; Edward Y. Chang; Yuan-Fang Wang (DASFAA, 2007)

Parallel Approximate Matrix Factorization for Kernel Methods. - Kaihua Zhu; Hang Cui; Hongjie Bai; Jian Li; Zhihuan Qiu; Hao Wang; Hui Xu; Edward Y. Chang (ICME, 2007)

Scalable Indexing for Perceptual Data. - Arun Qamra; Edward Y. Chang (MCAM, 2007)

Parallelizing Support Vector Machines on Distributed Computers. - Edward Y. Chang; Kaihua Zhu; Hao Wang; Hongjie Bai; Jian Li; Zhihuan Qiu; Hang Cui (NIPS, 2007)

RCMap: Efficiently Creating High-Quality Euclidean Embeddings. - Arun Qamra; Edward Y. Chang (SDM, 2007)

Semiparametric Regression Using Student t Processes. - Zhihua Zhang 004; Gang Wu 005; Edward Y. Chang (IEEE Trans. Neural Networks, 2007)

Building MEMS-based storage systems for streaming media. - Raju Rangaswami; Zoran Dimitrijevic; Edward Y. Chang; Klaus E. Schauser (ACM Trans. Storage, 2007)

Organizing multimedia data socially. - Edward Y. Chang (CIVR, 2008)

Combinational collaborative filtering for personalized community recommendation. - WenYen Chen; Dong Zhang; Edward Y. Chang (KDD, 2008)

Web-Scale Image Annotation. - Jiakai Liu; Rong Hu; Meihong Wang; Yi Wang; Edward Y. Chang (PCM, 2008)

Parallel Spectral Clustering. - Yangqiu Song; WenYen Chen; Hongjie Bai; Chih-Jen Lin; Edward Y. Chang (ECML/PKDD (2), 2008)

Pfp: parallel fp-growth for query recommendation. - Haoyuan Li 001; Yi Wang; Dong Zhang; Ming Zhang 004; Edward Y. Chang (RecSys, 2008)

Rich media and web 2.0. - Edward Y. Chang; Ken Ong; Susanne Boll; Wei-Ying Ma (WWW, 2008)

Scalable landmark recognition using EXTENT. - Arun Qamra; Edward Y. Chang (Multim. Tools Appl., 2008)

Active Learning for Interactive Multimedia Retrieval. - Thomas S. Huang; Charlie K. Dagli; Shyamsundar Rajaram; Edward Y. Chang; Michael I. Mandel; Graham E. Poliner; Daniel P. W. Ellis (Proc. IEEE, 2008)

Data management projects at Google. - Michael J. Cafarella; Edward Y. Chang; Andrew Fikes; Alon Y. Halevy; Wilson C. Hsieh; Alberto Lerner; Jayant Madhavan; S. Muthukrishnan 001 (SIGMOD Rec., 2008)

Parallel Algorithms for Collaborative Filtering. - Edward Y. Chang (AAIM, 2009)

PLDA: Parallel Latent Dirichlet Allocation for Large-Scale Applications. - Yi Wang; Hongjie Bai; Matt Stanton; Wen-Yen Chen; Edward Y. Chang (AAIM, 2009)

Confucius and "its" intelligent disciples. - Edward Y. Chang (CIKM, 2009)

Information extraction meets relation databases. - Davood Rafiei; Andrei Z. Broder; Edward Y. Chang; Patrick Pantel (CIKM, 2009)

Parallel algorithms for mining large-scale rich-media data. - Edward Y. Chang; Hongjie Bai; Kaihua Zhu (ACM Multimedia, 2009)

Collaborative filtering for orkut communities: discovery of user latent behavior. - WenYen Chen; Jon-Chyuan Chu; Junyi Luan; Hongjie Bai; Yi Wang; Edward Y. Chang (WWW, 2009)

Semantic Modeling and Knowledge Representation for Multimedia Data. - Edward Y. Chang (Encyclopedia of Database Systems, 2009)

Processing web-scale multimedia data. - Malcolm Slaney; Edward Y. Chang (ACM Multimedia, 2010)

AdHeat - An Influence-Based Diffusion Model for Propagating Hints to Personalize Social Ads. - Edward Y. Chang (UMAP, 2010)

Search and Social Integration. - Edward Y. Chang (WISE, 2010)

AdHeat: an influence-based diffusion model for propagating hints to match ads. - Hongji Bao; Edward Y. Chang (WWW, 2010)

Confucius and Its Intelligent Disciples: Integrating Social with Search. - Xiance Si; Edward Y. Chang; Zoltán Gyöngyi; Maosong Sun 001 (Proc. VLDB Endow., 2010)

Question identification on twitter. - Baichuan Li; Xiance Si; Michael R. Lyu; Irwin King; Edward Y. Chang (CIKM, 2011)

Mobile Information Management and Retrieval. - Edward Y. Chang (ICADL, 2011)

LocalTree: An Efficient Algorithm for Mobile Peer-to-Peer Live Streaming. - Bo Zhang 026; S.-H. Gary Chan; Gene Cheung; Edward Y. Chang (ICC, 2011)

K2Q: Generating Natural Language Questions from Keywords with User Refinements. - Zhicheng Zheng; Xiance Si; Edward Y. Chang; Xiaoyan Zhu (IJCNLP, 2011)

Sensor-aided mobile information management and retrieval. - Edward Y. Chang (SIGIR, 2011)

Parallel Spectral Clustering in Distributed Systems. - Wen-Yen Chen; Yangqiu Song; Hongjie Bai; Chih-Jen Lin; Edward Y. Chang (IEEE Trans. Pattern Anal. Mach. Intell., 2011)

A conversation with Dr. Edward Y. Chang. - Edward Y. Chang (SIGKDD Explor., 2011)

PLDA+: Parallel latent dirichlet allocation with data placement and pipeline processing. - Zhiyuan Liu 001; Yuzhou Zhang; Edward Y. Chang; Maosong Sun 001 (ACM Trans. Intell. Syst. Technol., 2011)

A Data-Driven Approach to Question Subjectivity Identification in Community Question Answering. - Tom Chao Zhou; Xiance Si; Edward Y. Chang; Irwin King; Michael R. Lyu (AAAI, 2012)

INSPORAMA: INS-Aided Misalignment Correction in Feature-Based Panoramic Image Stitching. - Yuan Gao; Chengu Wang; Edward Y. Chang (ICME Workshops, 2012)

Error Modeling and Estimation Fusion for Indoor Localization. - Weipeng Zhuo; Bo Zhang 026; Shueng-Han Gary Chan; Edward Y. Chang (ICME, 2012)

Sublinear Algorithms for Penalized Logistic Regression in Massive Datasets. - Haoruo Peng; Zhengyu Wang; Edward Y. Chang; Shuchang Zhou 001; Zhihua Zhang 004 (ECML/PKDD (1), 2012)

Entity Disambiguation with Freebase. - Zhicheng Zheng; Xiance Si; Fangtao Li; Edward Y. Chang; Xiaoyan Zhu (Web Intelligence, 2012)

An Autoregressive Approach to Nonparametric Hierarchical Dependent Modeling. - Zhihua Zhang 004; Dakan Wang; Edward Y. Chang (AISTATS, 2012)

Web-Scale Multimedia Processing and Applications [Scanning the Issue]. - Edward Y. Chang; Shih-Fu Chang; Alexander G. Hauptmann; Thomas S. Huang; Malcolm Slaney (Proc. IEEE, 2012)

MOIST: A Scalable and Parallel Moving Object Indexer with School Tracking . - Junchen Jiang; Hongji Bao; Edward Y. Chang; Yuqian Li (Proc. VLDB Endow., 2012)

Context-Aware Computing: Opportunities and Open Issues. - Edward Y. Chang (Proc. VLDB Endow., 2013)

Distant Supervision for Relation Extraction with Matrix Completion. - Miao Fan; Deli Zhao; Qiang Zhou; Zhiyuan Liu 001; Thomas Fang Zheng; Edward Y. Chang (ACL (1), 2014)

Errata: Distant Supervision for Relation Extraction with Matrix Completion. - Miao Fan; Deli Zhao; Qiang Zhou; Zhiyuan Liu 001; Thomas Fang Zheng; Edward Y. Chang (CoRR, 2014)

A data-driven study of image feature extraction and fusion. - Zhiyu Wang; Peng Cui 001; Fangtao Li; Edward Y. Chang; Shiqiang Yang (Inf. Sci., 2014)

Big Data Small Footprint: The Design of A Low-Power Classifier for Detecting Transportation Modes. - Meng-Chieh Yu; Tong Yu 001; Shao-Chen Wang; Chih-Jen Lin; Edward Y. Chang (Proc. VLDB Endow., 2014)

Exact Recoverability of Robust PCA via Outlier Pursuit with Tight Recovery Bounds. - Hongyang Zhang 001; Zhouchen Lin; Chao Zhang 001; Edward Y. Chang (AAAI, 2015)

A new retraction for accelerating the Riemannian three-factor low-rank matrix completion algorithm. - Zhizhong Li 002; Deli Zhao; Zhouchen Lin; Edward Y. Chang (CVPR, 2015)

Transfer representation learning for medical image analysis. - Chuen-Kai Shie; Chung-Hisang Chuang; Chun-Nan Chou; Meng-Hsi Wu; Edward Y. Chang (EMBC, 2015)

Scalable Gaussian Process Regression Using Deep Neural Networks. - Wen-bing Huang 001; Deli Zhao; Fuchun Sun 001; Huaping Liu 001; Edward Y. Chang (IJCAI, 2015)

Network Representation Learning with Rich Text Information. - Cheng Yang 002; Zhiyuan Liu 001; Deli Zhao; Maosong Sun 001; Edward Y. Chang (IJCAI, 2015)

Determining step sizes in geometric optimization algorithms. - Zhizhong Li 002; Deli Zhao; Zhouchen Lin; Edward Y. Chang (ISIT, 2015)

Pan360: INS Assisted 360-Degree Panorama. - Lun-Cheng Chu; Andre Chen; Yu-Hsin Lin; Yu-Mei Chen; Scott Chien-Hung Liao; Edward Y. Chang (ImmersiveME@ACM Multimedia, 2015)

Pan360: INS Assisted 360-Degree Panorama (Demo Description). - Yu-Hsin Lin; Yu-Mei Chen; Lun-Cheng Chu; Andre Chen; Scott Chien-Hung Liao; Edward Y. Chang (ACM Multimedia, 2015)

Tweet Timeline Generation with Determinantal Point Processes. - Jin-ge Yao; Feifan Fan; Wayne Xin Zhao; Xiaojun Wan 001; Edward Y. Chang; Jianguo Xiao (AAAI, 2016)

A Neural Network Approach to Joint Modeling Social Networks and Mobile Trajectories. - Cheng Yang 002; Maosong Sun 001; Wayne Xin Zhao; Zhiyuan Liu 001; Edward Y. Chang (CoRR, 2016)

Mining Product Adopter Information from Online Reviews for Improving Product Recommendation. - Wayne Xin Zhao; Jinpeng Wang 001; Yulan He 001; Ji-Rong Wen; Edward Y. Chang; Xiaoming Li 001 (ACM Trans. Knowl. Discov. Data, 2016)

Connecting Social Media to E-Commerce: Cold-Start Product Recommendation Using Microblogging Information. - Wayne Xin Zhao; Sui Li; Yulan He 001; Edward Y. Chang; Ji-Rong Wen; Xiaoming Li 001 (IEEE Trans. Knowl. Data Eng., 2016)

A Probabilistic Lifestyle-Based Trajectory Model for Social Strength Inference from Human Trajectory Data. - Wayne Xin Zhao; Ningnan Zhou; Wenhui Zhang; Ji-Rong Wen; Shan Wang 001; Edward Y. Chang (ACM Trans. Inf. Syst., 2016)

Distributed Training Large-Scale Deep Architectures. - Shang-Xuan Zou; Chun-Yen Chen; Jui-Lin Wu; Chun-Nan Chou; Chia-Chin Tsao; Kuan-Chieh Tung; Ting-Wei Lin; Cheng-Lung Sung; Edward Y. Chang (ADMA, 2017)

CLKN: Cascaded Lucas-Kanade Networks for Image Alignment. - Che-Han Chang; Chun-Nan Chou; Edward Y. Chang (CVPR, 2017)

DeepQ: Advancing Healthcare through Artificial Intelligence and Virtual Reality. - Edward Y. Chang (ACM Multimedia, 2017)

Artificial Intelligence in XPRIZE DeepQ Tricorder. - Edward Y. Chang; Meng-Hsi Wu; Kai-Fu Tang; Hao-Cheng Kao; Chun-Nan Chou (MMHealth@MM, 2017)

DeepQ Arrhythmia Database: A Large-Scale Dataset for Arrhythmia Detector Evaluation. - Meng-Hsi Wu; Edward Y. Chang (MMHealth@MM, 2017)

Aristo: An Augmented Reality Platform for Immersion and Interactivity. - Zhongyang Zheng; Bo Wang; Yakun Wang; Shuang Yang; Zhongqian Dong; Tianyang Yi; Cyrus Choi; Emily J. Chang; Edward Y. Chang (ACM Multimedia, 2017)

Representation Learning on Large and Small Data. - Chun-Nan Chou; Chuen-Kai Shie; Fu-Chieh Chang 001; Jocelyn Chang; Edward Y. Chang (CoRR, 2017)

Mining collective knowledge: inferring functional labels from online review for business. - Feifan Fan; Wayne Xin Zhao; Ji-Rong Wen; Ge Xu; Edward Y. Chang (Knowl. Inf. Syst., 2017)

A Neural Network Approach to Jointly Modeling Social Networks and Mobile Trajectories. - Cheng Yang 002; Maosong Sun 001; Wayne Xin Zhao; Zhiyuan Liu 001; Edward Y. Chang (ACM Trans. Inf. Syst., 2017)

Context-Aware Symptom Checking for Disease Diagnosis Using Hierarchical Reinforcement Learning. - Hao-Cheng Kao; Kai-Fu Tang; Edward Y. Chang (AAAI, 2018)

DeepLinQ: Distributed Multi-Layer Ledgers for Privacy-Preserving Data Sharing. - Edward Y. Chang; Shih-Wei Liao; Chun-Ting Liu; Wei-Chen Lin; Pin-Wei Liao; Wei-Kang Fu; Chung-Huan Mei; Emily J. Chang (AIVR, 2018)

BRIEF: Backward Reduction of CNNs with Information Flow Analysis. - Yu-Hsun Lin; Chun-Nan Chou; Edward Y. Chang (AIVR, 2018)

REFUEL: Exploring Sparse Features in Deep Reinforcement Learning for Fast Disease Diagnosis. - Yu-Shao Peng; Kai-Fu Tang; Hsuan-Tien Lin; Edward Y. Chang (NeurIPS, 2018)

Improving Sequential Recommendation with Knowledge-Enhanced Memory Networks. - Jin Huang 010; Wayne Xin Zhao; Hongjian Dou; Ji-Rong Wen; Edward Y. Chang (SIGIR, 2018)

BDA-PCH: Block-Diagonal Approximation of Positive-Curvature Hessian for Training Neural Networks. - Sheng-Wei Chen 001; Chun-Nan Chou; Edward Y. Chang (CoRR, 2018)

Backward Reduction of CNN Models with Information Flow Analysis. - Yu-Hsun Lin; Chun-Nan Chou; Edward Y. Chang (CoRR, 2018)

Dictionary learning with structured noise. - Pan Zhou 002; Cong Fang 001; Zhouchen Lin; Chao Zhang 001; Edward Y. Chang (Neurocomputing, 2018)

A time-aware trajectory embedding model for next-location recommendation. - Wayne Xin Zhao; Ningnan Zhou; Aixin Sun; Ji-Rong Wen; Jialong Han; Edward Y. Chang (Knowl. Inf. Syst., 2018)

Joint Representation Learning for Location-Based Social Networks with Multi-Grained Sequential Contexts. - Wayne Xin Zhao; Feifan Fan; Ji-Rong Wen; Edward Y. Chang (ACM Trans. Knowl. Discov. Data, 2018)

Semantic Modeling and Knowledge Representation for Multimedia Data. - Edward Y. Chang (Encyclopedia of Database Systems (2nd ed.), 2018)

EA-CG: An Approximate Second-Order Method for Training Fully-Connected Neural Networks. - Sheng-Wei Chen 001; Chun-Nan Chou; Edward Y. Chang (AAAI, 2019)

MBS: Macroblock Scaling for CNN Model Reduction. - Yu-Hsun Lin; Chun-Nan Chou; Edward Y. Chang (CVPR, 2019)

RelGAN: Multi-Domain Image-to-Image Translation via Relative Attributes. - Yu-Jing Lin; Po-Wei Wu; Che-Han Chang; Edward Y. Chang; Shih-Wei Liao (ICCV, 2019)

Toward Fusing Domain Knowledge with Generative Adversarial Networks to Improve Supervised Learning for Medical Diagnoses. - Fu-Chieh Chang 001; Jocelyn Chang; Chun-Nan Chou; Edward Y. Chang (MIPR, 2019)

KG-GAN: Knowledge-Guided Generative Adversarial Networks. - Che-Han Chang; Chun-Hsien Yu; Szu-Ying Chen; Edward Y. Chang (CoRR, 2019)

G2R Bound: A Generalization Bound for Supervised Learning from GAN-Synthetic Data. - Fu-Chieh Chang 001; Hao-Jen Wang; Chun-Nan Chou; Edward Y. Chang (CoRR, 2019)

Effective Medical Test Suggestions Using Deep Reinforcement Learning. - Yang-En Chen; Kai-Fu Tang; Yu-Shao Peng; Edward Y. Chang (CoRR, 2019)

Soteria: A Provably Compliant User Right Manager Using a Novel Two-Layer Blockchain Technology. - Wei-Kang Fu; Yi-Shan Lin; Giovanni Campagna; De-Yi Tsai; Chun-Ting Liu; Chung-Huan Mei; Edward Y. Chang; Monica S. Lam; Shih-Wei Liao (CoRR, 2020)

Hypernetwork-Based Augmentation. - Chih-Yang Chen; Che-Han Chang; Edward Y. Chang (CoRR, 2020)

Knowledge-Guided Data-Centric AI in Healthcare: Progress, Shortcomings, and Future Directions. - Edward Y. Chang (CoRR, 2022)

Prompting Large Language Models With the Socratic Method. - Edward Y. Chang (CCWC, 2023)

CoCoMo: Computational Consciousness Modeling for Generative and Ethical AI. - Edward Y. Chang (CoRR, 2023)

Behavioral Emotion Analysis Model for Large Language Models. - Edward Y. Chang (MIPR, 2024)

SocraSynth: Multi-LLM Reasoning with Conditional Statistics. - Edward Y. Chang (CoRR, 2024)

Modeling Emotions and Ethics with Large Language Models. - Edward Y. Chang (CoRR, 2024)

Integrating Emotional and Linguistic Models for Ethical Compliance in Large Language Models. - Edward Y. Chang (CoRR, 2024)

Ensuring Ground Truth Accuracy in Healthcare with the EVINCE framework. - Edward Y. Chang (CoRR, 2024)

Uncovering Biases with Reflective Large Language Models. - Edward Y. Chang (CoRR, 2024)

EVINCE: Optimizing Adversarial LLM Dialogues via Conditional Statistics and Information Theory. - Edward Y. Chang (CoRR, 2024)

Unlocking the Wisdom of Large Language Models: An Introduction to The Path to Artificial General Intelligence. - Edward Y. Chang (CoRR, 2024)

MACI: Multi-Agent Collaborative Intelligence for Adaptive Reasoning and Temporal Planning. - Edward Y. Chang (CoRR, 2025)

A Three-Branch Checks-and-Balances Frameworkfor Context-Aware Ethical Alignment of Large Language Models. - Edward Y. Chang (CoRR, 2025)

Demystifying Long Chain-of-Thought Reasoning in LLMs. - Edward Y. Chang; Yuxuan Tong; Morry Niu; Graham Neubig; Xiang Yue (CoRR, 2025)

REALM-Bench: A Real-World Planning Benchmark for LLMs and Multi-Agent Systems. - Longling Geng; Edward Y. Chang (CoRR, 2025)

SagaLLM: Context Management, Validation, and Transaction Guarantees for Multi-Agent LLM Planning. - Edward Y. Chang; Longling Geng (CoRR, 2025)

ALAS: A Stateful Multi-LLM Agent Framework for Disruption-Aware Planning. - Edward Y. Chang; Longling Geng (CoRR, 2025)

The Unified Cognitive Consciousness Theory for Language Models: Anchoring Semantics, Thresholds of Activation, and Emergent Reasoning. - Edward Y. Chang (CoRR, 2025)