Ling, Charles X

37 publications

AAAI 2024 Generalizing Across Temporal Domains with Koopman Operators Qiuhao Zeng, Wei Wang, Fan Zhou, Gezheng Xu, Ruizhi Pu, Changjian Shui, Christian Gagné, Shichun Yang, Charles X. Ling, Boyu Wang

IJCAI 2024 Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activations Nima Hosseini Dashtbayaz, Ghazal Farhani, Boyu Wang, Charles X. Ling

MLJ 2024 Secure and Fast Asynchronous Vertical Federated Learning via Cascaded Hybrid Optimization Ganyu Wang, Qingsong Zhang, Xiang Li, Boyu Wang, Bin Gu, Charles X. Ling

NeurIPS 2023 A Unified Solution for Privacy and Communication Efficiency in Vertical Federated Learning Ganyu Wang, Bin Gu, Qingsong Zhang, Xiang Li, Boyu Wang, Charles X. Ling

NeurIPS 2022 On Learning Fairness and Accuracy on Multiple Subgroups Changjian Shui, Gezheng Xu, Qi Chen, Jiaqi Li, Charles X. Ling, Tal Arbel, Boyu Wang, Christian Gagné

ICML 2021 Aggregating from Multiple Target-Shifted Sources Changjian Shui, Zijian Li, Jiaqi Li, Christian Gagné, Charles X Ling, Boyu Wang

AAAI 2020 Region-Based Global Reasoning Networks Chuanming Wang, Huiyuan Fu, Charles X. Ling, Peilun Du, Huadong Ma

ICMLW 2020 Tackling Non-Forgetting and Forward Transfer with a Unified Lifelong Learning Approach Xinyu Yun, Tanner A Bohn, Charles X. Ling

NeurIPS 2018 Pelee: A Real-Time Object Detection System on Mobile Devices Robert J. Wang, Xiang Li, Charles X. Ling

AAAI 2017 Fast Generalized Distillation for Semi-Supervised Domain Adaptation Shuang Ao, Xiang Li, Charles X. Ling

UAI 2017 Triply Stochastic Gradients on Multiple Kernel Learning Xiang Li, Bin Gu, Shuang Ao, Huaimin Wang, Charles X. Ling

IJCAI 2015 Data Sparseness in Linear SVM Xiang Li, Huaimin Wang, Bin Gu, Charles X. Ling

IJCAI 2011 A New Search Engine Integrating Hierarchical Browsing and Keyword Search Da Kuang, Xiao Li, Charles X. Ling

ECML-PKDD 2010 Asking Generalized Queries to Ambiguous Oracle Jun Du, Charles X. Ling

ICML 2008 Discriminative Parameter Learning for Bayesian Networks Jiang Su, Harry Zhang, Charles X. Ling, Stan Matwin

ECML-PKDD 2008 Proper Model Selection with Significance Test Jin Huang, Charles X. Ling, Harry Zhang, Stan Matwin

IJCAI 2007 Constructing New and Better Evaluation Measures for Machine Learning Jin Huang, Charles X. Ling

AAAI 2006 Cost-Sensitive Test Strategies Shengli Sheng, Charles X. Ling, Ailing Ni, Shichao Zhang

ICML 2006 Feature Value Acquisition in Testing: A Sequential Batch Test Algorithm Victor S. Sheng, Charles X. Ling

AAAI 2006 Thresholding for Making Classifiers Cost-Sensitive Victor S. Sheng, Charles X. Ling

ECML-PKDD 2005 Simple Test Strategies for Cost-Sensitive Decision Trees Shengli Sheng, Charles X. Ling, Qiang Yang

ICML 2004 Decision Trees with Minimal Costs Charles X. Ling, Qiang Yang, Jianning Wang, Shichao Zhang

IJCAI 2003 AUC: A Statistically Consistent and More Discriminating Measure than Accuracy Charles X. Ling, Jin Huang, Harry Zhang

ICML 2003 Decision Tree with Better Ranking Charles X. Ling, Robert J. Yan

ICML 2002 Representational Upper Bounds of Bayesian Networks Huajie Zhang, Charles X. Ling

JMLR 2002 The Representational Power of Discrete Bayesian Networks Charles X. Ling, Huajie Zhang

ECML-PKDD 2001 Geometric Properties of Naive Bayes in Nominal Domains Huajie Zhang, Charles X. Ling

ICML 2001 Learnability of Augmented Naive Bayes in Nonimal Domains Huajie Zhang, Charles X. Ling

IJCAI 1997 Alignment Algorithms for Learning to Read Aloud Charles X. Ling, Handong Wang

MLJ 1996 A Decision-Tree Model of Balance Scale Development William C. Schmidt, Charles X. Ling

ECML-PKDD 1994 Inverting Implication with Small Training Sets David W. Aha, Stephane Lapointe, Charles X. Ling, Stan Matwin

ICML 1994 Learning Recursive Relations with Randomly Selected Small Training Sets David W. Aha, Stephane Lapointe, Charles X. Ling, Stan Matwin

JAIR 1994 Learning the past Tense of English Verbs: The Symbolic Pattern Associator vs. Connectionist Models Charles X. Ling

IJCAI 1993 A Symbolic Model for Learning the Past-Tenses of English Verbs Charles X. Ling, Steven Cherwenka, Marin Marinov

IJCAI 1993 Constructive Inductive Logic Programming Stephane Lapointe, Charles X. Ling, Stan Matwin

ECML-PKDD 1993 Learning to Control Dynamic Systems with Automatic Quantization Charles X. Ling, Ralph Buchal

IJCAI 1991 Inductive Learning from Good Examples Charles X. Ling