Chang, Edward Y.

19 publications

ICML 2025 A Checks-and-Balances Framework for Context-Aware Ethical AI Alignment Edward Y Chang

NeurIPSW 2024 A Three-Branch Checks-and-Balances Framework for Context-Aware Ethical Alignment of Large Language Models Edward Y Chang

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

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

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

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

CVPR 2015 A New Retraction for Accelerating the Riemannian Three-Factor Low-Rank Matrix Completion Algorithm Zhizhong Li, Deli Zhao, Zhouchen Lin, Edward Y. Chang

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

IJCAI 2015 Network Representation Learning with Rich Text Information Cheng Yang, Zhiyuan Liu, Deli Zhao, Maosong Sun, Edward Y. Chang

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

AAAI 2012 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

ECML-PKDD 2012 Sublinear Algorithms for Penalized Logistic Regression in Massive Datasets Haoruo Peng, Zhengyu Wang, Edward Y. Chang, Shuchang Zhou, Zhihua Zhang

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

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

ICML 2006 Concept Boundary Detection for Speeding up SVMs Navneet Panda, Edward Y. Chang, Gang Wu

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

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

CVPR 2003 Enhancing DPF for Near-Replica Image Recognition Yan Meng, Edward Y. Chang, Beitao Li

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