Edward Y. Chang
According to our database1,
Edward Y. Chang
authored at least 208 papers
between 1991 and 2024.
Collaborative distances:
Collaborative distances:
Awards
ACM Fellow
ACM Fellow 2021, "For contributions to scalable machine learning and healthcare".
Timeline
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Online presence:
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Bibliography
2024
Unlocking the Wisdom of Large Language Models: An Introduction to The Path to Artificial General Intelligence.
CoRR, 2024
EVINCE: Optimizing Adversarial LLM Dialogues via Conditional Statistics and Information Theory.
CoRR, 2024
Integrating Emotional and Linguistic Models for Ethical Compliance in Large Language Models.
CoRR, 2024
Proceedings of the 7th IEEE International Conference on Multimedia Information Processing and Retrieval, 2024
2023
CoRR, 2023
Proceedings of the 13th IEEE Annual Computing and Communication Workshop and Conference, 2023
2022
Knowledge-Guided Data-Centric AI in Healthcare: Progress, Shortcomings, and Future Directions.
CoRR, 2022
2020
Soteria: A Provably Compliant User Right Manager Using a Novel Two-Layer Blockchain Technology.
CoRR, 2020
2019
CoRR, 2019
Toward Fusing Domain Knowledge with Generative Adversarial Networks to Improve Supervised Learning for Medical Diagnoses.
Proceedings of the 2nd IEEE Conference on Multimedia Information Processing and Retrieval, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
EA-CG: An Approximate Second-Order Method for Training Fully-Connected Neural Networks.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
Joint Representation Learning for Location-Based Social Networks with Multi-Grained Sequential Contexts.
ACM Trans. Knowl. Discov. Data, 2018
Knowl. Inf. Syst., 2018
BDA-PCH: Block-Diagonal Approximation of Positive-Curvature Hessian for Training Neural Networks.
CoRR, 2018
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018
REFUEL: Exploring Sparse Features in Deep Reinforcement Learning for Fast Disease Diagnosis.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 2018 IEEE International Conference on Artificial Intelligence and Virtual Reality, 2018
Proceedings of the 2018 IEEE International Conference on Artificial Intelligence and Virtual Reality, 2018
Context-Aware Symptom Checking for Disease Diagnosis Using Hierarchical Reinforcement Learning.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
A Neural Network Approach to Jointly Modeling Social Networks and Mobile Trajectories.
ACM Trans. Inf. Syst., 2017
Mining collective knowledge: inferring functional labels from online review for business.
Knowl. Inf. Syst., 2017
Proceedings of the 2017 ACM on Multimedia Conference, 2017
Proceedings of the 2nd International Workshop on Multimedia for Personal Health and Health Care, 2017
Proceedings of the 2nd International Workshop on Multimedia for Personal Health and Health Care, 2017
Proceedings of the 2017 ACM on Multimedia Conference, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the Advanced Data Mining and Applications - 13th International Conference, 2017
2016
A Probabilistic Lifestyle-Based Trajectory Model for Social Strength Inference from Human Trajectory Data.
ACM Trans. Inf. Syst., 2016
Connecting Social Media to E-Commerce: Cold-Start Product Recommendation Using Microblogging Information.
IEEE Trans. Knowl. Data Eng., 2016
Mining Product Adopter Information from Online Reviews for Improving Product Recommendation.
ACM Trans. Knowl. Discov. Data, 2016
CoRR, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015
Proceedings of the 3rd International Workshop on Immersive Media Experiences, 2015
Proceedings of the IEEE International Symposium on Information Theory, 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
A new retraction for accelerating the Riemannian three-factor low-rank matrix completion algorithm.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
Big Data Small Footprint: The Design of A Low-Power Classifier for Detecting Transportation Modes.
Proc. VLDB Endow., 2014
CoRR, 2014
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014
2013
2012
Proc. VLDB Endow., 2012
Proc. IEEE, 2012
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012
INSPORAMA: INS-Aided Misalignment Correction in Feature-Based Panoramic Image Stitching.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo Workshops, 2012
A Data-Driven Approach to Question Subjectivity Identification in Community Question Answering.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
2011
PLDA+: Parallel latent dirichlet allocation with data placement and pipeline processing.
ACM Trans. Intell. Syst. Technol., 2011
IEEE Trans. Pattern Anal. Mach. Intell., 2011
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011
Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011
Proceedings of IEEE International Conference on Communications, 2011
Proceedings of the Digital Libraries: For Cultural Heritage, Knowledge Dissemination, and Future Creation, 2011
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
2010
Proc. VLDB Endow., 2010
Proceedings of the 19th International Conference on World Wide Web, 2010
Proceedings of the Web Information Systems Engineering - WISE 2010, 2010
AdHeat - An Influence-Based Diffusion Model for Propagating Hints to Personalize Social Ads.
Proceedings of the User Modeling, 2010
Proceedings of the 18th International Conference on Multimedia 2010, 2010
2009
Proceedings of the Encyclopedia of Database Systems, 2009
Proceedings of the 18th International Conference on World Wide Web, 2009
Proceedings of the 17th International Conference on Multimedia 2009, 2009
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009
Proceedings of the Algorithmic Aspects in Information and Management, 2009
Proceedings of the Algorithmic Aspects in Information and Management, 2009
2008
Proceedings of the 17th International Conference on World Wide Web, 2008
Proceedings of the 2008 ACM Conference on Recommender Systems, 2008
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008
Proceedings of the Advances in Multimedia Information Processing, 2008
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008
2007
IEEE Trans. Neural Networks, 2007
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Proceedings of the Multimedia Content Analysis and Mining, International Workshop, 2007
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007
Proceedings of the Advances in Databases: Concepts, 2007
2006
Proceedings of the 14th ACM International Conference on Multimedia, 2006
Proceedings of the 14th ACM International Conference on Multimedia, 2006
Proceedings of the 14th ACM International Conference on Multimedia, 2006
Proceedings of the 14th ACM International Conference on Multimedia, 2006
Proceedings of the 8th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2006
Incremental approximate matrix factorization for speeding up support vector machines.
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006
Proceedings of the Machine Learning, 2006
Proceedings of the Database and Expert Systems Applications, 17th International Conference, 2006
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006
2005
ACM Trans. Multim. Comput. Commun. Appl., 2005
IEEE Trans. Knowl. Data Eng., 2005
IEEE Trans. Knowl. Data Eng., 2005
IEEE Trans. Pattern Anal. Mach. Intell., 2005
Proceedings of the 2005 SIAM International Conference on Data Mining, 2005
Proceedings of the 2005 SIAM International Conference on Data Mining, 2005
Proceedings of the 13th ACM International Conference on Multimedia, 2005
Proceedings of the 13th ACM International Conference on Multimedia, 2005
Proceedings of the 13th ACM International Conference on Multimedia, 2005
Proceedings of the Third ACM International Workshop on Video Surveillance & Sensor Networks, 2005
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005
Proceedings of the Second International Workshop on Computer Vision meets Databases, 2005
Proceedings of the Second International Workshop on Computer Vision meets Databases, 2005
2004
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004
Proceedings of the 12th ACM International Conference on Multimedia, 2004
Proceedings of the 12th ACM International Conference on Multimedia, 2004
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004
Proceedings of the 2004 International Conference on Image Processing, 2004
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004
Proceedings of the 1st Workshop on Data Management for Sensor Networks, 2004
Proceedings of the First International Workshop on Computer Vision meets Databases, 2004
Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004
2003
MEGA - the maximizing expected generalization algorithm for learning complex query concepts.
ACM Trans. Inf. Syst., 2003
IEEE Trans. Multim., 2003
CBSA: content-based soft annotation for multimodal image retrieval using Bayes point machines.
IEEE Trans. Circuits Syst. Video Technol., 2003
Multim. Syst., 2003
Proceedings of the Storage and Retrieval for Media Databases 2003, 2003
Proceedings of the Storage and Retrieval for Media Databases 2003, 2003
Multi-camera spatio-temporal fusion and biased sequence-data learning for security surveillance.
Proceedings of the Eleventh ACM International Conference on Multimedia, 2003
Proceedings of the Eleventh ACM International Conference on Multimedia, 2003
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003
Proceedings of the Machine Learning, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the 19th International Conference on Data Engineering, 2003
Proceedings of the FAST '03 Conference on File and Storage Technologies, March 31, 2003
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003
Invariant Feature Extraction and Biased Statistical Inference for Video Surveillance.
Proceedings of the 2003 IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS 2003), 2003
Proceedings of the Web Document Analysis, 2003
2002
IEEE Trans. Knowl. Data Eng., 2002
Indexing Images in High-Dimensional and Dynamic-Weighted Feature Spaces.
Proceedings of the Visual and Multimedia Information Management, 2002
Proceedings of the Advances in Multimedia Information Processing, 2002
Proceedings of the Advances in Multimedia Information Processing, 2002
Proceedings of the 10th ACM International Conference on Multimedia 2002, 2002
Proceedings of the 10th ACM International Conference on Multimedia 2002, 2002
Proceedings of the 10th ACM International Conference on Multimedia 2002, 2002
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the On the Move to Meaningful Internet Systems, 2002 - DOA/CoopIS/ODBASE 2002 Confederated International Conferences DOA, CoopIS and ODBASE 2002 Irvine, California, USA, October 30, 2002
2001
Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001
Proceedings of the 9th ACM International Conference on Multimedia 2001, Ottawa, Ontario, Canada, September 30, 2001
Support vector machine pairwise classifiers with error reduction for image classification.
Proceedings of the 2001 ACM workshops on Multimedia: multimedia information retrieval, Ottawa, ON, Canada, September 30, 2001
PBIR: perception-based image retrieval-a system that can quickly capture subjective image query concepts.
Proceedings of the 9th ACM International Conference on Multimedia 2001, Ottawa, Ontario, Canada, September 30, 2001
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001
Proceedings of the Database Theory, 2001
Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001
Providing scalable on-demand interactive video service by means of multicasting and client buffering.
Proceedings of the IEEE International Conference on Communications, 2001
Spin Discriminant Analysis (SDA) - Using a One-Dimensional Classifier for High Dimensional Classification Problems.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001
Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, 2001
2000
Proceedings of the 16th International Conference on Data Engineering, San Diego, California, USA, February 28, 2000
1999
PowerBookmarks: A System for Personalizable Web Information Organization, Sharing, and Management.
Proceedings of the SIGMOD 1999, 1999
Proceedings of the 7th ACM International Conference on Multimedia '99, Orlando, FL, USA, October 30, 1999
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999
1998
Proceedings of the Interactive Distributed Multimedia Systems and Telecommunication Services, 1998
2D BubbleUp: Managing Parallel Disks for Media Servers.
Proceedings of the 5th International Conference of Foundations of Data Organization (FODO'98), 1998
1997
IEEE Trans. Circuits Syst. Video Technol., 1997
Proceedings of the Fifth ACM International Conference on Multimedia '97, 1997
1996
Reducing Initial Latency in a Multimedia Storage System.
Proceedings of the International Workshop on Multi-Media Database Management Systems, 1996
Proceedings of the Computer Aided Verification, 8th International Conference, 1996
1995
Proceedings of the TAPSOFT'95: Theory and Practice of Software Development, 1995
1994
Proceedings of the Storage and Retrieval for Image and Video Databases II, 1994
Proceedings of the Ninth Annual Symposium on Logic in Computer Science (LICS '94), 1994
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994
1992
Proceedings of the Automata, Languages and Programming, 19th International Colloquium, 1992
1991
An Open and Extensible Event-Based Transaction Manager.
Proceedings of the Summer 1991 USENIX Conference, Nashville, TE, USA, June 1991, 1991