Edward Y. Chang

236 papers A* 57A 25B 6C 5Misc 1Journal 83Unranked 55

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CausalT5K: Diagnosing and Informing Refusal for Trustworthy Causal Reasoning of Skepticism, Sycophancy, Detection-Correction, and Rung Collapse. CoRR Longling Geng, Andy Ouyang, Theodore Wu, Daphne Barretto, Matthew John Hayes, Rachael Cooper, Yuqiao Zeng, Sameer Vijay, Gia Ancone, Ankit Rai, Matthew Wolfman, Patrick Flanagan, Edward Y. Chang
2026	J	`jnl`	Exploring Collatz Dynamics with Human-LLM Collaboration. CoRR Edward Y. Chang
2026	J	`jnl`	Internal Reasoning vs. External Control: A Thermodynamic Analysis of Sycophancy in Large Language Models. CoRR Edward Y. Chang
2026	J	`jnl`	RAudit: A Blind Auditing Protocol for Large Language Model Reasoning. CoRR Edward Y. Chang, Longling Geng
2026	—	`conf`	REALM-Bench: A Benchmark for Evaluating Multi-Agent Systems on Real-world, Dynamic Planning and Scheduling Tasks. KDD (1) Longling Geng, Edward Y. Chang
2026	J	`jnl`	Right for the Wrong Reasons: Epistemic Regret Minimization for Causal Rung Collapse in LLMs. CoRR Edward Y. Chang
2026	J	`jnl`	T3: Benchmarking Sycophancy and Skepticism in Causal Judgment. CoRR Edward Y. Chang
2025	A*	`conf`	A Checks-and-Balances Framework for Context-Aware Ethical AI Alignment. ICML Edward Y. Chang
2025	J	`jnl`	A Three-Branch Checks-and-Balances Frameworkfor Context-Aware Ethical Alignment of Large Language Models. CoRR Edward Y. Chang
2025	J	`jnl`	ALAS: A Stateful Multi-LLM Agent Framework for Disruption-Aware Planning. CoRR Edward Y. Chang, Longling Geng
2025	J	`jnl`	ALAS: Transactional and Dynamic Multi-Agent LLM Planning. CoRR Longling Geng, Edward Y. Chang
2025	J	`jnl`	Demystifying Long Chain-of-Thought Reasoning in LLMs. CoRR Edward Y. Chang, Yuxuan Tong, Morry Niu, Graham Neubig, Xiang Yue
2025	J	`jnl`	Inverse-Free Wilson Loops for Transformers: A Practical Diagnostic for Invariance and Order Sensitivity. CoRR Edward Y. Chang, Ethan Y. Chang
2025	J	`jnl`	MACI: Multi-Agent Collaborative Intelligence for Adaptive Reasoning and Temporal Planning. CoRR Edward Y. Chang
2025	J	`jnl`	Multi-Agent Collaborative Intelligence: Dual-Dial Control for Reliable LLM Reasoning. CoRR Edward Y. Chang, Ethan Y. Chang
2025	J	`jnl`	REALM-Bench: A Real-World Planning Benchmark for LLMs and Multi-Agent Systems. CoRR Longling Geng, Edward Y. Chang
2025	J	`jnl`	SagaLLM: Context Management, Validation, and Transaction Guarantees for Multi-Agent LLM Planning. CoRR Edward Y. Chang, Longling Geng
2025	J	`jnl`	SagaLLM: Context Management, Validation, and Transaction Guarantees for Multi-Agent LLM Planning. Proc. VLDB Endow. Edward Y. Chang, Longling Geng
2025	J	`jnl`	The Missing Layer of AGI: From Pattern Alchemy to Coordination Physics. CoRR Edward Y. Chang
2025	J	`jnl`	The Unified Cognitive Consciousness Theory for Language Models: Anchoring Semantics, Thresholds of Activation, and Emergent Reasoning. CoRR Edward Y. Chang
2024	—	`conf`	Behavioral Emotion Analysis Model for Large Language Models. MIPR Edward Y. Chang
2024	J	`jnl`	EVINCE: Optimizing Adversarial LLM Dialogues via Conditional Statistics and Information Theory. CoRR Edward Y. Chang
2024	J	`jnl`	Ensuring Ground Truth Accuracy in Healthcare with the EVINCE framework. CoRR Edward Y. Chang
2024	J	`jnl`	Integrating Emotional and Linguistic Models for Ethical Compliance in Large Language Models. CoRR Edward Y. Chang
2024	J	`jnl`	Modeling Emotions and Ethics with Large Language Models. CoRR Edward Y. Chang
2024	J	`jnl`	SocraSynth: Multi-LLM Reasoning with Conditional Statistics. CoRR Edward Y. Chang
2024	J	`jnl`	Uncovering Biases with Reflective Large Language Models. CoRR Edward Y. Chang
2024	J	`jnl`	Unlocking the Wisdom of Large Language Models: An Introduction to The Path to Artificial General Intelligence. CoRR Edward Y. Chang
2023	J	`jnl`	CoCoMo: Computational Consciousness Modeling for Generative and Ethical AI. CoRR Edward Y. Chang
2023	—	`conf`	Prompting Large Language Models With the Socratic Method. CCWC Edward Y. Chang
2023	J	`jnl`	Prompting Large Language Models With the Socratic Method. CoRR Edward Y. Chang
2022	J	`jnl`	Knowledge-Guided Data-Centric AI in Healthcare: Progress, Shortcomings, and Future Directions. CoRR Edward Y. Chang
2020	J	`jnl`	Hypernetwork-Based Augmentation. CoRR Chih-Yang Chen, Che-Han Chang, Edward Y. Chang
2020	J	`jnl`	Soteria: A Provably Compliant User Right Manager Using a Novel Two-Layer Blockchain Technology. CoRR 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
2019	A*	`conf`	EA-CG: An Approximate Second-Order Method for Training Fully-Connected Neural Networks. AAAI Sheng-Wei Chen, Chun-Nan Chou, Edward Y. Chang
2019	J	`jnl`	Effective Medical Test Suggestions Using Deep Reinforcement Learning. CoRR Yang-En Chen, Kai-Fu Tang, Yu-Shao Peng, Edward Y. Chang
2019	J	`jnl`	G2R Bound: A Generalization Bound for Supervised Learning from GAN-Synthetic Data. CoRR Fu-Chieh Chang, Hao-Jen Wang, Chun-Nan Chou, Edward Y. Chang
2019	J	`jnl`	KG-GAN: Knowledge-Guided Generative Adversarial Networks. CoRR Che-Han Chang, Chun-Hsien Yu, Szu-Ying Chen, Edward Y. Chang
2019	A*	`conf`	MBS: Macroblock Scaling for CNN Model Reduction. CVPR Yu-Hsun Lin, Chun-Nan Chou, Edward Y. Chang
2019	A*	`conf`	RelGAN: Multi-Domain Image-to-Image Translation via Relative Attributes. ICCV Yu-Jing Lin, Po-Wei Wu, Che-Han Chang, Edward Y. Chang, Shih-Wei Liao
2019	J	`jnl`	RelGAN: Multi-Domain Image-to-Image Translation via Relative Attributes. CoRR Po-Wei Wu, Yu-Jing Lin, Che-Han Chang, Edward Y. Chang, Shih-Wei Liao
2019	—	`conf`	Toward Fusing Domain Knowledge with Generative Adversarial Networks to Improve Supervised Learning for Medical Diagnoses. MIPR Fu-Chieh Chang, Jocelyn Chang, Chun-Nan Chou, Edward Y. Chang
2018	J	`jnl`	A time-aware trajectory embedding model for next-location recommendation. Knowl. Inf. Syst. Wayne Xin Zhao, Ningnan Zhou, Aixin Sun, Ji-Rong Wen, Jialong Han, Edward Y. Chang
2018	J	`jnl`	BDA-PCH: Block-Diagonal Approximation of Positive-Curvature Hessian for Training Neural Networks. CoRR Sheng-Wei Chen, Chun-Nan Chou, Edward Y. Chang
2018	—	`conf`	BRIEF: Backward Reduction of CNNs with Information Flow Analysis. AIVR Yu-Hsun Lin, Chun-Nan Chou, Edward Y. Chang
2018	J	`jnl`	Backward Reduction of CNN Models with Information Flow Analysis. CoRR Yu-Hsun Lin, Chun-Nan Chou, Edward Y. Chang
2018	A*	`conf`	Context-Aware Symptom Checking for Disease Diagnosis Using Hierarchical Reinforcement Learning. AAAI Hao-Cheng Kao, Kai-Fu Tang, Edward Y. Chang
2018	—	`conf`	DeepLinQ: Distributed Multi-Layer Ledgers for Privacy-Preserving Data Sharing. AIVR Edward Y. Chang, Shih-Wei Liao, Chun-Ting Liu, Wei-Chen Lin, Pin-Wei Liao, Wei-Kang Fu, Chung-Huan Mei, Emily J. Chang
2018	J	`jnl`	Dictionary learning with structured noise. Neurocomputing Pan Zhou, Cong Fang, Zhouchen Lin, Chao Zhang, Edward Y. Chang
2018	A*	`conf`	Improving Sequential Recommendation with Knowledge-Enhanced Memory Networks. SIGIR Jin Huang, Wayne Xin Zhao, Hongjian Dou, Ji-Rong Wen, Edward Y. Chang
2018	J	`jnl`	Joint Representation Learning for Location-Based Social Networks with Multi-Grained Sequential Contexts. ACM Trans. Knowl. Discov. Data Wayne Xin Zhao, Feifan Fan, Ji-Rong Wen, Edward Y. Chang
2018	J	`jnl`	MBS: Macroblock Scaling for CNN Model Reduction. CoRR Yu-Hsun Lin, Chun-Nan Chou, Edward Y. Chang
2018	A*	`conf`	REFUEL: Exploring Sparse Features in Deep Reinforcement Learning for Fast Disease Diagnosis. NeurIPS Yu-Shao Peng, Kai-Fu Tang, Hsuan-Tien Lin, Edward Y. Chang
2018	—	`ch.`	Semantic Modeling and Knowledge Representation for Multimedia Data. Encyclopedia of Database Systems (2nd ed.) Edward Y. Chang
2017	J	`jnl`	A Neural Network Approach to Jointly Modeling Social Networks and Mobile Trajectories. ACM Trans. Inf. Syst. Cheng Yang, Maosong Sun, Wayne Xin Zhao, Zhiyuan Liu, Edward Y. Chang
2017	A*	`conf`	Aristo: An Augmented Reality Platform for Immersion and Interactivity. ACM Multimedia Zhongyang Zheng, Bo Wang, Yakun Wang, Shuang Yang, Zhongqian Dong, Tianyang Yi, Cyrus Choi, Emily J. Chang, Edward Y. Chang
2017	—	`conf`	Artificial Intelligence in XPRIZE DeepQ Tricorder. MMHealth@MM Edward Y. Chang, Meng-Hsi Wu, Kai-Fu Tang, Hao-Cheng Kao, Chun-Nan Chou
2017	A*	`conf`	CLKN: Cascaded Lucas-Kanade Networks for Image Alignment. CVPR Che-Han Chang, Chun-Nan Chou, Edward Y. Chang
2017	—	`conf`	DeepQ Arrhythmia Database: A Large-Scale Dataset for Arrhythmia Detector Evaluation. MMHealth@MM Meng-Hsi Wu, Edward Y. Chang
2017	A*	`conf`	DeepQ: Advancing Healthcare through Artificial Intelligence and Virtual Reality. ACM Multimedia Edward Y. Chang
2017	C	`conf`	Distributed Training Large-Scale Deep Architectures. ADMA 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
2017	J	`jnl`	Distributed Training Large-Scale Deep Architectures. CoRR 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
2017	J	`jnl`	Mining collective knowledge: inferring functional labels from online review for business. Knowl. Inf. Syst. Feifan Fan, Wayne Xin Zhao, Ji-Rong Wen, Ge Xu, Edward Y. Chang
2017	J	`jnl`	Representation Learning on Large and Small Data. CoRR Chun-Nan Chou, Chuen-Kai Shie, Fu-Chieh Chang, Jocelyn Chang, Edward Y. Chang
2016	J	`jnl`	A Neural Network Approach to Joint Modeling Social Networks and Mobile Trajectories. CoRR Cheng Yang, Maosong Sun, Wayne Xin Zhao, Zhiyuan Liu, Edward Y. Chang
2016	J	`jnl`	A Probabilistic Lifestyle-Based Trajectory Model for Social Strength Inference from Human Trajectory Data. ACM Trans. Inf. Syst. Wayne Xin Zhao, Ningnan Zhou, Wenhui Zhang, Ji-Rong Wen, Shan Wang, Edward Y. Chang
2016	J	`jnl`	Connecting Social Media to E-Commerce: Cold-Start Product Recommendation Using Microblogging Information. IEEE Trans. Knowl. Data Eng. Wayne Xin Zhao, Sui Li, Yulan He, Edward Y. Chang, Ji-Rong Wen, Xiaoming Li
2016	J	`jnl`	Mining Product Adopter Information from Online Reviews for Improving Product Recommendation. ACM Trans. Knowl. Discov. Data Wayne Xin Zhao, Jinpeng Wang, Yulan He, Ji-Rong Wen, Edward Y. Chang, Xiaoming Li
2016	A*	`conf`	Tweet Timeline Generation with Determinantal Point Processes. AAAI Jin-Ge Yao, Feifan Fan, Wayne Xin Zhao, Xiaojun Wan, Edward Y. Chang, Jianguo Xiao
2015	A*	`conf`	A new retraction for accelerating the Riemannian three-factor low-rank matrix completion algorithm. CVPR Zhizhong Li, Deli Zhao, Zhouchen Lin, Edward Y. Chang
2015	B	`conf`	Determining step sizes in geometric optimization algorithms. ISIT Zhizhong Li, Deli Zhao, Zhouchen Lin, Edward Y. Chang
2015	A*	`conf`	Exact Recoverability of Robust PCA via Outlier Pursuit with Tight Recovery Bounds. AAAI Hongyang Zhang, Zhouchen Lin, Chao Zhang, Edward Y. Chang
2015	A*	`conf`	Network Representation Learning with Rich Text Information. IJCAI Cheng Yang, Zhiyuan Liu, Deli Zhao, Maosong Sun, Edward Y. Chang
2015	A*	`conf`	Pan360: INS Assisted 360-Degree Panorama (Demo Description). ACM Multimedia Yu-Hsin Lin, Yu-Mei Chen, Lun-Cheng Chu, Andre Chen, Scott Chien-Hung Liao, Edward Y. Chang
2015	—	`conf`	Pan360: INS Assisted 360-Degree Panorama. ImmersiveME@ACM Multimedia Lun-Cheng Chu, Andre Chen, Yu-Hsin Lin, Yu-Mei Chen, Scott Chien-Hung Liao, Edward Y. Chang
2015	A*	`conf`	Scalable Gaussian Process Regression Using Deep Neural Networks. IJCAI Wen-bing Huang, Deli Zhao, Fuchun Sun, Huaping Liu, Edward Y. Chang
2015	—	`conf`	Transfer representation learning for medical image analysis. EMBC Chuen-Kai Shie, Chung-Hisang Chuang, Chun-Nan Chou, Meng-Hsi Wu, Edward Y. Chang
2014	J	`jnl`	A data-driven study of image feature extraction and fusion. Inf. Sci. Zhiyu Wang, Peng Cui, Fangtao Li, Edward Y. Chang, Shiqiang Yang
2014	J	`jnl`	Big Data Small Footprint: The Design of A Low-Power Classifier for Detecting Transportation Modes. Proc. VLDB Endow. Meng-Chieh Yu, Tong Yu, Shao-Chen Wang, Chih-Jen Lin, Edward Y. Chang
2014	—	`conf`	Distant Supervision for Relation Extraction with Matrix Completion. ACL (1) Miao Fan, Deli Zhao, Qiang Zhou, Zhiyuan Liu, Thomas Fang Zheng, Edward Y. Chang
2014	J	`jnl`	Errata: Distant Supervision for Relation Extraction with Matrix Completion. CoRR Miao Fan, Deli Zhao, Qiang Zhou, Zhiyuan Liu, Thomas Fang Zheng, Edward Y. Chang
2013	J	`jnl`	Context-Aware Computing: Opportunities and Open Issues. Proc. VLDB Endow. Edward Y. Chang
2012	A*	`conf`	A Data-Driven Approach to Question Subjectivity Identification in Community Question Answering. AAAI Tom Chao Zhou, Xiance Si, Edward Y. Chang, Irwin King, Michael R. Lyu
2012	A	`conf`	An Autoregressive Approach to Nonparametric Hierarchical Dependent Modeling. AISTATS Zhihua Zhang, Dakan Wang, Edward Y. Chang
2012	—	`conf`	Entity Disambiguation with Freebase. Web Intelligence Zhicheng Zheng, Xiance Si, Fangtao Li, Edward Y. Chang, Xiaoyan Zhu
2012	A	`conf`	Error Modeling and Estimation Fusion for Indoor Localization. ICME Weipeng Zhuo, Bo Zhang, Shueng-Han Gary Chan, Edward Y. Chang
2012	—	`conf`	INSPORAMA: INS-Aided Misalignment Correction in Feature-Based Panoramic Image Stitching. ICME Workshops Yuan Gao, Chengu Wang, Edward Y. Chang
2012	J	`jnl`	MOIST: A Scalable and Parallel Moving Object Indexer with School Tracking CoRR Junchen Jiang, Hongji Bao, Edward Y. Chang, Yuqian Li
2012	J	`jnl`	MOIST: A Scalable and Parallel Moving Object Indexer with School Tracking . Proc. VLDB Endow. Junchen Jiang, Hongji Bao, Edward Y. Chang, Yuqian Li
2012	—	`conf`	Sublinear Algorithms for Penalized Logistic Regression in Massive Datasets. ECML/PKDD (1) Haoruo Peng, Zhengyu Wang, Edward Y. Chang, Shuchang Zhou, Zhihua Zhang
2012	J	`jnl`	Web-Scale Multimedia Processing and Applications [Scanning the Issue]. Proc. IEEE Edward Y. Chang, Shih-Fu Chang, Alexander G. Hauptmann, Thomas S. Huang, Malcolm Slaney
2011	J	`jnl`	A conversation with Dr. Edward Y. Chang. SIGKDD Explor. Edward Y. Chang
2011	B	`conf`	K2Q: Generating Natural Language Questions from Keywords with User Refinements. IJCNLP Zhicheng Zheng, Xiance Si, Edward Y. Chang, Xiaoyan Zhu
2011	—	`conf`	LocalTree: An Efficient Algorithm for Mobile Peer-to-Peer Live Streaming. ICC Bo Zhang, S.-H. Gary Chan, Gene Cheung, Edward Y. Chang
2011	—	`conf`	Mobile Information Management and Retrieval. ICADL Edward Y. Chang
2011	J	`jnl`	PLDA+: Parallel latent dirichlet allocation with data placement and pipeline processing. ACM Trans. Intell. Syst. Technol. Zhiyuan Liu, Yuzhou Zhang, Edward Y. Chang, Maosong Sun
2011	J	`jnl`	Parallel Spectral Clustering in Distributed Systems. IEEE Trans. Pattern Anal. Mach. Intell. Wen-Yen Chen, Yangqiu Song, Hongjie Bai, Chih-Jen Lin, Edward Y. Chang
2011	A	`conf`	Question identification on twitter. CIKM Baichuan Li, Xiance Si, Michael R. Lyu, Irwin King, Edward Y. Chang
2011	A*	`conf`	Sensor-aided mobile information management and retrieval. SIGIR Edward Y. Chang
2010	A	`conf`	AdHeat - An Influence-Based Diffusion Model for Propagating Hints to Personalize Social Ads. UMAP Edward Y. Chang
2010	A*	`conf`	AdHeat: an influence-based diffusion model for propagating hints to match ads. WWW Hongji Bao, Edward Y. Chang
2010	J	`jnl`	Confucius and Its Intelligent Disciples: Integrating Social with Search. Proc. VLDB Endow. Xiance Si, Edward Y. Chang, Zoltán Gyöngyi, Maosong Sun
2010	A*	`ed.`	Proceedings of the 26th International Conference on Data Engineering, ICDE 2010, March 1-6, 2010, Long Beach, California, USA ICDE Feifei Li, Mirella M. Moro, Shahram Ghandeharizadeh, Jayant R. Haritsa, Gerhard Weikum, Michael J. Carey, Fabio Casati, Edward Y. Chang, Ioana Manolescu, Sharad Mehrotra, Umeshwar Dayal, Vassilis J. Tsotras
2010	A*	`conf`	Processing web-scale multimedia data. ACM Multimedia Malcolm Slaney, Edward Y. Chang
2010	B	`conf`	Search and Social Integration. WISE Edward Y. Chang
2009	A*	`conf`	Collaborative filtering for orkut communities: discovery of user latent behavior. WWW WenYen Chen, Jon-Chyuan Chu, Junyi Luan, Hongjie Bai, Yi Wang, Edward Y. Chang
2009	C	`conf`	Confucius and "Its" Intelligent Disciples. ADMA Edward Y. Chang
2009	A	`conf`	Confucius and "its" intelligent disciples. CIKM Edward Y. Chang
2009	A	`conf`	Information extraction meets relation databases. CIKM Davood Rafiei, Andrei Z. Broder, Edward Y. Chang, Patrick Pantel
2009	C	`conf`	PLDA: Parallel Latent Dirichlet Allocation for Large-Scale Applications. AAIM Yi Wang, Hongjie Bai, Matt Stanton, Wen-Yen Chen, Edward Y. Chang
2009	C	`conf`	Parallel Algorithms for Collaborative Filtering. AAIM Edward Y. Chang
2009	A*	`conf`	Parallel algorithms for mining large-scale rich-media data. ACM Multimedia Edward Y. Chang, Hongjie Bai, Kaihua Zhu
2009	—	`ch.`	Semantic Modeling and Knowledge Representation for Multimedia Data. Encyclopedia of Database Systems Edward Y. Chang
2008	J	`jnl`	Active Learning for Interactive Multimedia Retrieval. Proc. IEEE Thomas S. Huang, Charlie K. Dagli, Shyamsundar Rajaram, Edward Y. Chang, Michael I. Mandel, Graham E. Poliner, Daniel P. W. Ellis
2008	A*	`conf`	Combinational collaborative filtering for personalized community recommendation. KDD WenYen Chen, Dong Zhang, Edward Y. Chang
2008	J	`jnl`	Data management projects at Google. SIGMOD Rec. Michael J. Cafarella, Edward Y. Chang, Andrew Fikes, Alon Y. Halevy, Wilson C. Hsieh, Alberto Lerner, Jayant Madhavan, S. Muthukrishnan
2008	—	`conf`	Organizing multimedia data socially. CIVR Edward Y. Chang
2008	—	`conf`	Parallel Spectral Clustering. ECML/PKDD (2) Yangqiu Song, WenYen Chen, Hongjie Bai, Chih-Jen Lin, Edward Y. Chang
2008	A	`conf`	Pfp: parallel fp-growth for query recommendation. RecSys Haoyuan Li, Yi Wang, Dong Zhang, Ming Zhang, Edward Y. Chang
2008	A*	`conf`	Rich media and web 2.0. WWW Edward Y. Chang, Ken Ong, Susanne Boll, Wei-Ying Ma
2008	J	`jnl`	Scalable landmark recognition using EXTENT. Multim. Tools Appl. Arun Qamra, Edward Y. Chang
2008	—	`conf`	Web-Scale Image Annotation. PCM Jiakai Liu, Rong Hu, Meihong Wang, Yi Wang, Edward Y. Chang
2007	B	`conf`	Bayesian Reasoning for Sensor Group-Queries and Diagnosis. DASFAA Ankur Jain, Edward Y. Chang, Yuan-Fang Wang
2007	J	`jnl`	Building MEMS-based storage systems for streaming media. ACM Trans. Storage Raju Rangaswami, Zoran Dimitrijevic, Edward Y. Chang, Klaus E. Schauser
2007	A	`conf`	Parallel Approximate Matrix Factorization for Kernel Methods. ICME Kaihua Zhu, Hang Cui, Hongjie Bai, Jian Li, Zhihuan Qiu, Hao Wang, Hui Xu, Edward Y. Chang
2007	—	`conf`	Parallelizing Support Vector Machines on Distributed Computers. NIPS Edward Y. Chang, Kaihua Zhu, Hao Wang, Hongjie Bai, Jian Li, Zhihuan Qiu, Hang Cui
2007	A	`conf`	RCMap: Efficiently Creating High-Quality Euclidean Embeddings. SDM Arun Qamra, Edward Y. Chang
2007	—	`conf`	Scalable Indexing for Perceptual Data. MCAM Arun Qamra, Edward Y. Chang
2007	J	`jnl`	Semiparametric Regression Using Student t Processes. IEEE Trans. Neural Networks Zhihua Zhang, Gang Wu, Edward Y. Chang
2006	A*	`conf`	A scalable service for photo annotation, sharing, and search. ACM Multimedia Benjamin N. Lee, WenYen Chen, Edward Y. Chang
2006	J	`jnl`	Active learning in very large databases. Multim. Tools Appl. Navneet Panda, Kingshy Goh, Edward Y. Chang
2006	A	`conf`	Adaptive non-linear clustering in data streams. CIKM Ankur Jain, Zhihua Zhang, Edward Y. Chang
2006	A*	`conf`	Concept boundary detection for speeding up SVMs. ICML Navneet Panda, Edward Y. Chang, Gang Wu
2006	A*	`conf`	Efficient top-k hyperplane query processing for multimedia information retrieval. ACM Multimedia Navneet Panda, Edward Y. Chang
2006	A*	`conf`	Fotofiti: web service for photo management. ACM Multimedia Benjamin N. Lee, WenYen Chen, Edward Y. Chang
2006	A*	`conf`	Fotowiki: distributed map enhancement service. ACM Multimedia WenYen Chen, Benjamin N. Lee, Edward Y. Chang
2006	C	`conf`	Hypersphere Indexer. DEXA Navneet Panda, Edward Y. Chang, Arun Qamra
2006	—	`conf`	Identifying Color in Motion in Video Sensors. CVPR (1) Gang Wu, Amir M. Rahimi, Edward Y. Chang, Kingshy Goh, Tomy Tsai, Ankur Jain, Yuan-Fang Wang
2006	A*	`conf`	Incremental approximate matrix factorization for speeding up support vector machines. KDD Gang Wu, Edward Y. Chang, Yen-Kuang Chen, Christopher J. Hughes
2006	J	`jnl`	KDX: An Indexer for Support Vector Machines. IEEE Trans. Knowl. Data Eng. Navneet Panda, Edward Y. Chang
2006	A*	`conf`	Learning the unified kernel machines for classification. KDD Steven C. H. Hoi, Michael R. Lyu, Edward Y. Chang
2006	A	`conf`	Mining blog stories using community-based and temporal clustering. CIKM Arun Qamra, Belle L. Tseng, Edward Y. Chang
2006	—	`conf`	Unified and scalable learning in multimedia information retrieval. Multimedia Information Retrieval Edward Y. Chang
2005	—	`conf`	A video analysis framework for soft biometry security surveillance. VSSN@MM Yuan-Fang Wang, Edward Y. Chang, Ken P. Cheng
2005	—	`conf`	EXTENT: fusing context, content, and semantic ontology for photo annotation. CVDB Edward Y. Chang
2005	J	`jnl`	Enhanced Perceptual Distance Functions and Indexing for Image Replica Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Arun Qamra, Yan Meng, Edward Y. Chang
2005	A	`conf`	Exploiting Geometry for Support Vector Machine Indexing. SDM Navneet Panda, Edward Y. Chang
2005	A	`conf`	Extent: Inferring Image Metadata from Context and Content. ICME Chang-Ming Tsai, Arun Qamra, Edward Y. Chang, Yuan-Fang Wang
2005	A*	`conf`	Formulating context-dependent similarity functions. ACM Multimedia Gang Wu, Edward Y. Chang, Navneet Panda
2005	A*	`conf`	Formulating distance functions via the kernel trick. KDD Gang Wu, Edward Y. Chang, Navneet Panda
2005	J	`jnl`	KBA: Kernel Boundary Alignment Considering Imbalanced Data Distribution. IEEE Trans. Knowl. Data Eng. Gang Wu, Edward Y. Chang
2005	A	`conf`	Kronecker Factorization for Speeding up Kernel Machines. SDM Gang Wu, Zhihua Zhang, Edward Y. Chang
2005	A*	`conf`	Learning with non-metric proximity matrices. ACM Multimedia Gang Wu, Edward Y. Chang, Zhihua Zhang
2005	A	`conf`	Manifold learning, a promised land or work in progress? ICME Mei-Chen Yeh, I-Hsiang Lee, Gang Wu, Yi Wu, Edward Y. Chang
2005	A*	`conf`	Multimodal metadata fusion using causal strength. ACM Multimedia Yi Wu, Edward Y. Chang, Belle L. Tseng
2005	J	`jnl`	Semantics and feature discovery via confidence-based ensemble. ACM Trans. Multim. Comput. Commun. Appl. Kingshy Goh, Beitao Li, Edward Y. Chang
2005	—	`ed.`	Storage and Retrieval Methods and Applications for Multimedia 2005, San Jose, CA, USA, January 18, 2005 Storage and Retrieval Methods and Applications for Multimedia Rainer Lienhart, Noboru Babaguchi, Edward Y. Chang
2005	J	`jnl`	Systems Support for Preemptive Disk Scheduling. IEEE Trans. Computers Zoran Dimitrijevic, Raju Rangaswami, Edward Y. Chang
2005	J	`jnl`	Using One-Class and Two-Class SVMs for Multiclass Image Annotation. IEEE Trans. Knowl. Data Eng. Kingshy Goh, Edward Y. Chang, Beitao Li
2005	—	`conf`	Using pivots to index for support vector machine queries. CVDB Arun Qamra, Edward Y. Chang
2004	A	`conf`	Active learning and its scalability for image retrieval. ICME Edward Y. Chang, Wei-Cheng Lai
2004	—	`conf`	Adaptive Stream Resource Management Using Kalman Filters. SIGMOD Conference Ankur Jain, Edward Y. Chang, Yuan-Fang Wang
2004	—	`conf`	Adaptive sampling for sensor networks. DMSN Ankur Jain, Edward Y. Chang
2004	A*	`conf`	Aligning Boundary in Kernel Space for Learning Imbalanced Dataset. ICDM Gang Wu, Edward Y. Chang
2004	J	`jnl`	Anatomy of a multicamera video surveillance system. Multim. Syst. Long Jiao, Yi-Leh Wu, Gang Wu, Edward Y. Chang, Yuan-Fang Wang
2004	A	`conf`	Distance-function design and fusion for sequence data. CIKM Yi Wu, Edward Y. Chang
2004	J	`jnl`	Introduction to the special issue on video surveillance. Multim. Syst. Edward Y. Chang, Yuan-Fang Wang
2004	A*	`conf`	Multimodal concept-dependent active learning for image retrieval. ACM Multimedia Kingshy Goh, Edward Y. Chang, Wei-Cheng Lai
2004	B	`conf`	Multimodal information fusion for video concept detection. ICIP Yi Wu, Ching-Yung Lin, Edward Y. Chang, John R. Smith
2004	—	`conf`	On Scalability of Active Learning for Formulating Query Concepts. CVDB Wei-Cheng Lai, Kingshy Goh, Edward Y. Chang
2004	A*	`conf`	Optimal multimodal fusion for multimedia data analysis. ACM Multimedia Yi Wu, Edward Y. Chang, Kevin Chen-Chuan Chang, John R. Smith
2004	A	`conf`	Toward building a robust and intelligent video surveillance system: a case study. ICME Edward Y. Chang, Yuan-Fang Wang, I-Jeng Wang
2004	A	`conf`	Why one example is not enough for an image query. ICME Thomas E. Bjoerge, Edward Y. Chang
2003	A*	`conf`	Adaptive Feature-Space Conformal Transformation for Imbalanced-Data Learning. ICML Gang Wu, Edward Y. Chang
2003	—	`ch.`	An Anatomy of a Large-Scale Image Search Engine. Web Document Analysis Wei-Cheng Lai, Edward Y. Chang, Kwang-Ting (Tim) Cheng
2003	J	`jnl`	CBSA: content-based soft annotation for multimodal image retrieval using Bayes point machines. IEEE Trans. Circuits Syst. Video Technol. Edward Y. Chang, Kingshy Goh, Gerard Sychay, Gang Wu
2003	A*	`conf`	Confidence-based dynamic ensemble for image annotation and semantics discovery. ACM Multimedia Beitao Li, Kingshy Goh, Edward Y. Chang
2003	A	`conf`	Design and Implementation of Semi-preemptible IO. FAST Zoran Dimitrijevic, Raju Rangaswami, Edward Y. Chang
2003	J	`jnl`	Discovery of a perceptual distance function for measuring image similarity. Multim. Syst. Beitao Li, Edward Y. Chang, Yi-Leh Wu
2003	—	`conf`	Enhancing DPF for Near-replica Image Recognition. CVPR (2) Yan Meng, Edward Y. Chang, Beitao Li
2003	J	`jnl`	Fine-grained device management in an interactive media server. IEEE Trans. Multim. Raju Rangaswami, Zoran Dimitrijevic, Edward Y. Chang, S.-H. Gary Chan
2003	—	`conf`	Framework for detecting hazardous events. Storage and Retrieval for Media Databases Yi Wu, Edward Y. Chang, Gang Wu
2003	—	`conf`	Image copy detection using dynamic partial function. Storage and Retrieval for Media Databases Yan Meng, Edward Y. Chang
2003	B	`conf`	Invariant Feature Extraction and Biased Statistical Inference for Video Surveillance. AVSS Yi-Leh Wu, Long Jiao, Gang Wu, Edward Y. Chang, Yuan-Fang Wang
2003	J	`jnl`	MEGA - the maximizing expected generalization algorithm for learning complex query concepts. ACM Trans. Inf. Syst. Edward Y. Chang, Beitao Li
2003	A*	`conf`	MEMS-based Disk Buffer for Streaming Media Servers. ICDE Raju Rangaswami, Zoran Dimitrijevic, Edward Y. Chang, Klaus E. Schauser
2003	A*	`conf`	Multi-camera spatio-temporal fusion and biased sequence-data learning for security surveillance. ACM Multimedia Gang Wu, Yi-Leh Wu, Long Jiao, Yuan-Fang Wang, Edward Y. Chang
2003	—	`conf`	Statistical learning for effective visual information retrieval. ICIP (3) Edward Y. Chang, Beitao Li, Gang Wu, Kingshy Goh
2003	A*	`conf`	The anatomy of a multimodal information filter. KDD Yi-Leh Wu, Kingshy Goh, Beitao Li, Huaxin You, Edward Y. Chang
2002	—	`conf`	An Architecture of a Web-Based Collaborative Image Search Engine. OTM Wei-Cheng Lai, Gerard Sychay, Edward Y. Chang
2002	—	`conf`	BPMs versus SVMs for image classification. ICME (2) Gang Wu, Edward Y. Chang, Chung-Sheng Li
2002	J	`jnl`	Clustering for Approximate Similarity Search in High-Dimensional Spaces. IEEE Trans. Knowl. Data Eng. Chen Li, Edward Y. Chang, Hector Garcia-Molina, Gio Wiederhold
2002	A*	`conf`	DynDex: a dynamic and non-metric space indexer. ACM Multimedia Kingshy Goh, Beitao Li, Edward Y. Chang
2002	—	`conf`	Effective image annotation via active learning. ICME (1) Gerard Sychay, Edward Y. Chang, Kingshy Goh
2002	—	`conf`	Hybrid Learning Schemes for Multimedia Information Retrieval. IEEE Pacific Rim Conference on Multimedia Wei-Cheng Lai, Edward Y. Chang, Kwang-Ting Cheng
2002	—	`conf`	Indexing Images in High-Dimensional and Dynamic-Weighted Feature Spaces. VDB Kingshy Goh, Edward Y. Chang
2002	—	`conf`	MORF: A Distributed Multimodal Information Filtering System. IEEE Pacific Rim Conference on Multimedia Yi-Leh Wu, Edward Y. Chang, Kwang-Ting Cheng, Chengwei Chang, Chen-Cha Hsu, Wei-Cheng Lai, Ching-Tung Wu
2002	Misc	`conf`	On learning perceptual distance function for image retrieval. ICASSP Edward Y. Chang, Beitao Li
2002	A*	`conf`	PBIR-MM: multimodal image retrieval and annotation. ACM Multimedia Wei-Cheng Lai, Chengwei Chang, Edward Y. Chang, Kwang-Ting Cheng, Michael Crandell
2002	—	`conf`	Shot transition detection using a perceptual distance function. ICME (1) Yi Wu, Edward Y. Chang, Beitao Li
2002	—	`conf`	The XTREAM multimedia system. ICME (1) Zoran Dimitrijevic, Raju Rangaswami, Edward Y. Chang
2002	A*	`conf`	Virtual IO: preemptible disk access. ACM Multimedia Zoran Dimitrijevic, Raju Rangaswami, Edward Y. Chang
2001	J	`jnl`	Answering queries with useful bindings. ACM Trans. Database Syst. Chen Li, Edward Y. Chang
2001	A	`conf`	Data Placement for Multi-user Interactive DTV. ICME Raju Rangaswami, Edward Y. Chang, Chen Li, Milton Chen
2001	A	`conf`	Learning Image Query Concepts via Intelligent Sampling. ICME Beitao Li, Edward Y. Chang, Chung-Sheng Li
2001	A*	`conf`	Mining Image Features for Efficient Query Processing. ICDM Beitao Li, Wei-Cheng Lai, Edward Y. Chang, Kwang-Ting Cheng
2001	A	`conf`	NNEW: Nearest Neighbor Expansion By Weighting In Image Database Retrieval. ICME Huaxin You, Edward Y. Chang, Beitao Li
2001	A	`conf`	On Answering Queries in the Presence of Limited Access Patterns. ICDT Chen Li, Edward Y. Chang
2001	—	`conf`	PBIR - Perception-Based Image Retrieval. SIGMOD Conference Edward Y. Chang, Kwang-Ting (Tim) Cheng, Lihyuarn L. Chang
2001	A*	`conf`	PBIR: perception-based image retrieval-a system that can quickly capture subjective image query concepts. ACM Multimedia Edward Y. Chang, Kwang-Ting Cheng, Wei-Cheng Lai, Ching-Tung Wu, Chengwei Chang, Yi-Leh Wu
2001	—	`conf`	Providing scalable on-demand interactive video service by means of multicasting and client buffering. ICC S.-H. Gary Chan, Edward Y. Chang
2001	A	`conf`	SVM Binary Classifier Ensembles for Image Classification. CIKM Kingshy Goh, Edward Y. Chang, Kwang-Ting Cheng
2001	—	`conf`	Spin Discriminant Analysis (SDA) - Using a One-Dimensional Classifier for High Dimensional Classification Problems. CVPR (1) Huaxin You, Hong Hua, Narendra Ahuja, Edward Y. Chang
2001	A*	`conf`	Support vector machine active learning for image retrieval. ACM Multimedia Simon Tong, Edward Y. Chang
2001	—	`conf`	Support vector machine pairwise classifiers with error reduction for image classification. ACM Multimedia Workshops Kingshy Goh, Edward Y. Chang, Kwang-Ting Cheng
2000	J	`jnl`	Maximizing QoS for interactive DTV clients. Comput. Commun. Edward Y. Chang
2000	A*	`conf`	Query Planning with Limited Source Capabilities. ICDE Chen Li, Edward Y. Chang
1999	A*	`conf`	DTV: a client-based interactive DTV architecture. ACM Multimedia (2) Edward Y. Chang
1999	—	`conf`	MEDIC: A Memory & Disk Cache for Multimedia Clients. ICMCS, Vol. 1 Edward Y. Chang, Hector Garcia-Molina
1999	—	`conf`	PowerBookmarks: A System for Personalizable Web Information Organization, Sharing, and Management. SIGMOD Conference 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, Kazuyuki Shimazu, Yukiyoshi Saito
1998	—	`conf`	2D BubbleUp: Managing Parallel Disks for Media Servers. FODO Edward Y. Chang, Hector Garcia-Molina, Chen Li
1998	—	`conf`	An Image Coding and Reconstruction Scheme for Mobile Computing. IDMS Edward Y. Chang
1998	—	`conf`	Cost-Based Media Server Design. RIDE Edward Y. Chang, Hector Garcia-Molina
1997	A*	`conf`	BubbleUp: Low Latency Fast-Scan for Media Servers. ACM Multimedia Edward Y. Chang, Hector Garcia-Molina
1997	J	`jnl`	Disk-based storage for scalable video. IEEE Trans. Circuits Syst. Video Technol. Edward Y. Chang, Avideh Zakhor
1997	A*	`conf`	Effective Memory Use in a Media Server. VLDB Edward Y. Chang, Hector Garcia-Molina
1997	J	`jnl`	Reducing Initial Latency in Media Servers. IEEE Multim. Edward Y. Chang, Hector Garcia-Molina
1996	J	`jnl`	Cost Analyses for VBR Video Servers. IEEE Multim. Edward Y. Chang, Avideh Zakhor
1996	—	`conf`	Reducing Initial Latency in a Multimedia Storage System. IW-MMDBMS Edward Y. Chang, Hector Garcia-Molina
1996	A*	`conf`	STeP: Deductive-Algorithmic Verification of Reactive and Real-Time Systems. CAV Nikolaj S. Bjørner, Anca Browne, Edward Y. Chang, Michael Colón, Arjun Kapur, Zohar Manna, Henny Sipma, Tomás E. Uribe
1995	—	`conf`	STeP: The Stanford Temporal Prover. TAPSOFT 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
1994	—	`conf`	Admissions Control and Data Placement for VBR Video Servers. ICIP (1) Edward Y. Chang, Avideh Zakhor
1994	A*	`conf`	Compositional Verification of Real-Time Systems LICS Edward Y. Chang, Zohar Manna, Amir Pnueli
1994	—	`conf`	Scalable Video Data Placement on Parallel Disk Arrays. Storage and Retrieval for Image and Video Databases (SPIE) Edward Y. Chang, Avideh Zakhor
1992	A*	`conf`	Characterization of Temporal Property Classes. ICALP Edward Y. Chang, Zohar Manna, Amir Pnueli
1991	—	`conf`	An Open and Extensible Event-Based Transaction Manager. USENIX Summer Edward C. Cheng, Edward Y. Chang, Johannes Klein, Dora Lee, Edward Lu, Alberto Lutgardo, Ron Obermarck