| 2026 | ACL | Diagnosing and Mitigating Sycophancy and Skepticism in LLM Causal Judgment. | Edward Y. Chang |
| 2026 | KDD | REALM-Bench: A Benchmark for Evaluating Multi-Agent Systems on Real-world, Dynamic Planning and Scheduling Tasks. | Longling Geng, Edward Y. Chang |
| 2025 | ICML | A Checks-and-Balances Framework for Context-Aware Ethical AI Alignment. | Edward Y. Chang |
| 2019 | AAAI | EA-CG: An Approximate Second-Order Method for Training Fully-Connected Neural Networks. | Sheng-Wei Chen, Chun-Nan Chou, Edward Y. Chang |
| 2019 | CVPR | MBS: Macroblock Scaling for CNN Model Reduction. | Yu-Hsun Lin, Chun-Nan Chou, Edward Y. Chang |
| 2019 | ICCV | 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 |
| 2018 | AAAI | Context-Aware Symptom Checking for Disease Diagnosis Using Hierarchical Reinforcement Learning. | Hao-Cheng Kao, Kai-Fu Tang, Edward Y. Chang |
| 2018 | SIGIR | Improving Sequential Recommendation with Knowledge-Enhanced Memory Networks. | Jin Huang, Wayne Xin Zhao, Hongjian Dou, Ji-Rong Wen, Edward Y. Chang |
| 2017 | ADMA | 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 |
| 2017 | CVPR | CLKN: Cascaded Lucas-Kanade Networks for Image Alignment. | Che-Han Chang, Chun-Nan Chou, Edward Y. Chang |
| 2016 | AAAI | Tweet Timeline Generation with Determinantal Point Processes. | Jin-ge Yao, Feifan Fan, Wayne Xin Zhao, Xiaojun Wan, Edward Y. Chang, Jianguo Xiao |
| 2015 | AAAI | Exact Recoverability of Robust PCA via Outlier Pursuit with Tight Recovery Bounds. | Hongyang Zhang, Zhouchen Lin, Chao Zhang, Edward Y. Chang |
| 2015 | CVPR | A new retraction for accelerating the Riemannian three-factor low-rank matrix completion algorithm. | Zhizhong Li, Deli Zhao, Zhouchen Lin, Edward Y. Chang |
| 2015 | IJCAI | Scalable Gaussian Process Regression Using Deep Neural Networks. | Wen-bing Huang, Deli Zhao, Fuchun Sun, Huaping Liu, Edward Y. Chang |
| 2015 | IJCAI | Network Representation Learning with Rich Text Information. | Cheng Yang, Zhiyuan Liu, Deli Zhao, Maosong Sun, Edward Y. Chang |
| 2015 | ISIT | Determining step sizes in geometric optimization algorithms. | Zhizhong Li, Deli Zhao, Zhouchen Lin, Edward Y. Chang |
| 2014 | ACL | Distant Supervision for Relation Extraction with Matrix Completion. | Miao Fan, Deli Zhao, Qiang Zhou, Zhiyuan Liu, Thomas Fang Zheng, Edward Y. Chang |
| 2012 | AAAI | 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 |
| 2011 | CIKM | Question identification on twitter. | Baichuan Li, Xiance Si, Michael R. Lyu, Irwin King, Edward Y. Chang |
| 2011 | IJCNLP | K2Q: Generating Natural Language Questions from Keywords with User Refinements. | Zhicheng Zheng, Xiance Si, Edward Y. Chang, Xiaoyan Zhu |
| 2011 | SIGIR | Sensor-aided mobile information management and retrieval. | Edward Y. Chang |
| 2010 | WWW | AdHeat: an influence-based diffusion model for propagating hints to match ads. | Hongji Bao, Edward Y. Chang |
| 2010 | WISE | Search and Social Integration. | Edward Y. Chang |
| 2009 | AAIM | Parallel Algorithms for Collaborative Filtering. | Edward Y. Chang |
| 2009 | AAIM | PLDA: Parallel Latent Dirichlet Allocation for Large-Scale Applications. | Yi Wang, Hongjie Bai, Matt Stanton, Wen-Yen Chen, Edward Y. Chang |
| 2009 | ADMA | Confucius and "Its" Intelligent Disciples. | Edward Y. Chang |
| 2009 | CIKM | Confucius and "its" intelligent disciples. | Edward Y. Chang |
| 2009 | CIKM | Information extraction meets relation databases. | Davood Rafiei, Andrei Z. Broder, Edward Y. Chang, Patrick Pantel |
| 2009 | WWW | Collaborative filtering for orkut communities: discovery of user latent behavior. | WenYen Chen, Jon-Chyuan Chu, Junyi Luan, Hongjie Bai, Yi Wang, Edward Y. Chang |
| 2008 | KDD | Combinational collaborative filtering for personalized community recommendation. | WenYen Chen, Dong Zhang, Edward Y. Chang |
| 2008 | RecSys | Pfp: parallel fp-growth for query recommendation. | Haoyuan Li, Yi Wang, Dong Zhang, Ming Zhang, Edward Y. Chang |
| 2008 | WWW | Rich media and web 2.0. | Edward Y. Chang, Ken Ong, Susanne Boll, Wei-Ying Ma |
| 2007 | DASFAA | Bayesian Reasoning for Sensor Group-Queries and Diagnosis. | Ankur Jain, Edward Y. Chang, Yuan-Fang Wang |
| 2007 | SDM | RCMap: Efficiently Creating High-Quality Euclidean Embeddings. | Arun Qamra, Edward Y. Chang |
| 2006 | CIKM | Adaptive non-linear clustering in data streams. | Ankur Jain, Zhihua Zhang, Edward Y. Chang |
| 2006 | CIKM | Mining blog stories using community-based and temporal clustering. | Arun Qamra, Belle L. Tseng, Edward Y. Chang |
| 2006 | CVPR | Identifying Color in Motion in Video Sensors. | Gang Wu, Amir M. Rahimi, Edward Y. Chang, Kingshy Goh, Tomy Tsai, Ankur Jain, Yuan-Fang Wang |
| 2006 | DEXA | Hypersphere Indexer. | Navneet Panda, Edward Y. Chang, Arun Qamra |
| 2006 | ICML | Concept boundary detection for speeding up SVMs. | Navneet Panda, Edward Y. Chang, Gang Wu |
| 2006 | KDD | Learning the unified kernel machines for classification. | Steven C. H. Hoi, Michael R. Lyu, Edward Y. Chang |
| 2006 | KDD | Incremental approximate matrix factorization for speeding up support vector machines. | Gang Wu, Edward Y. Chang, Yen-Kuang Chen, Christopher J. Hughes |
| 2005 | KDD | Formulating distance functions via the kernel trick. | Gang Wu, Edward Y. Chang, Navneet Panda |
| 2005 | SDM | Exploiting Geometry for Support Vector Machine Indexing. | Navneet Panda, Edward Y. Chang |
| 2005 | SDM | Kronecker Factorization for Speeding up Kernel Machines. | Gang Wu, Zhihua Zhang, Edward Y. Chang |
| 2004 | CIKM | Distance-function design and fusion for sequence data. | Yi Wu, Edward Y. Chang |
| 2004 | ICDM | Aligning Boundary in Kernel Space for Learning Imbalanced Dataset. | Gang Wu, Edward Y. Chang |
| 2004 | ICIP | Multimodal information fusion for video concept detection. | Yi Wu, Ching-Yung Lin, Edward Y. Chang, John R. Smith |
| 2004 | SIGMOD | Adaptive Stream Resource Management Using Kalman Filters. | Ankur Jain, Edward Y. Chang, Yuan-Fang Wang |
| 2003 | AVSS | Invariant Feature Extraction and Biased Statistical Inference for Video Surveillance. | Yi-Leh Wu, Long Jiao, Gang Wu, Edward Y. Chang, Yuan-Fang Wang |
| 2003 | CVPR | Enhancing DPF for Near-replica Image Recognition. | Yan Meng, Edward Y. Chang, Beitao Li |
| 2003 | FAST | Design and Implementation of Semi-preemptible IO. | Zoran Dimitrijevic, Raju Rangaswami, Edward Y. Chang |
| 2003 | ICDE | MEMS-based Disk Buffer for Streaming Media Servers. | Raju Rangaswami, Zoran Dimitrijevic, Edward Y. Chang, Klaus E. Schauser |
| 2003 | ICIP | Statistical learning for effective visual information retrieval. | Edward Y. Chang, Beitao Li, Gang Wu, Kingshy Goh |
| 2003 | ICML | Adaptive Feature-Space Conformal Transformation for Imbalanced-Data Learning. | Gang Wu, Edward Y. Chang |
| 2003 | KDD | The anatomy of a multimodal information filter. | Yi-Leh Wu, Kingshy Goh, Beitao Li, Huaxin You, Edward Y. Chang |
| 2002 | CoopIS | An Architecture of a Web-Based Collaborative Image Search Engine. | Wei-Cheng Lai, Gerard Sychay, Edward Y. Chang |
| 2002 | ICASSP | On learning perceptual distance function for image retrieval. | Edward Y. Chang, Beitao Li |
| 2001 | CIKM | SVM Binary Classifier Ensembles for Image Classification. | Kingshy Goh, Edward Y. Chang, Kwang-Ting Cheng |
| 2001 | CVPR | Spin Discriminant Analysis (SDA) - Using a One-Dimensional Classifier for High Dimensional Classification Problems. | Huaxin You, Hong Hua, Narendra Ahuja, Edward Y. Chang |
| 2001 | ICDM | Mining Image Features for Efficient Query Processing. | Beitao Li, Wei-Cheng Lai, Edward Y. Chang, Kwang-Ting Cheng |
| 2001 | ICDT | On Answering Queries in the Presence of Limited Access Patterns. | Chen Li, Edward Y. Chang |
| 2001 | SIGMOD | PBIR - Perception-Based Image Retrieval. | Edward Y. Chang, Kwang-Ting (Tim) Cheng, Lihyuarn L. Chang |
| 2000 | ICDE | Query Planning with Limited Source Capabilities. | Chen Li, Edward Y. Chang |
| 1999 | SIGMOD | 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, Kazuyuki Shimazu, Yukiyoshi Saito |
| 1997 | VLDB | Effective Memory Use in a Media Server. | Edward Y. Chang, Hector Garcia-Molina |
| 1996 | CAV | STeP: Deductive-Algorithmic Verification of Reactive and Real-Time Systems. | Nikolaj S. Bjrner, Anca Browne, Edward Y. Chang, Michael Coln, Arjun Kapur, Zohar Manna, Henny Sipma, Toms E. Uribe |
| 1994 | ICIP | Admissions Control and Data Placement for VBR Video Servers. | Edward Y. Chang, Avideh Zakhor |
| 1994 | LICS | Compositional Verification of Real-Time Systems | Edward Y. Chang, Zohar Manna, Amir Pnueli |
| 1992 | ICALP | Characterization of Temporal Property Classes. | Edward Y. Chang, Zohar Manna, Amir Pnueli |
| 1991 | USENIX | An Open and Extensible Event-Based Transaction Manager. | Edward C. Cheng, Edward Y. Chang, Johannes Klein, Dora Lee, Edward Lu, Alberto Lutgardo, Ron Obermarck |