James T. Kwok
Orcid: 0000-0002-4828-8248Affiliations:
- Hong Kong University of Science and Technology
According to our database1,
James T. Kwok
authored at least 268 papers
between 1993 and 2024.
Collaborative distances:
Collaborative distances:
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on orcid.org
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on cse.ust.hk
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Bibliography
2024
IEEE Trans. Knowl. Data Eng., December, 2024
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024
IEEE Trans. Circuits Syst. Video Technol., October, 2024
IEEE Trans. Comput. Soc. Syst., October, 2024
Power Law in Deep Neural Networks: Sparse Network Generation and Continual Learning With Preferential Attachment.
IEEE Trans. Neural Networks Learn. Syst., July, 2024
IEEE Trans. Multim., 2024
IEEE Trans. Image Process., 2024
IEEE Trans. Inf. Forensics Secur., 2024
RouterDC: Query-Based Router by Dual Contrastive Learning for Assembling Large Language Models.
CoRR, 2024
Underwater Organism Color Enhancement via Color Code Decomposition, Adaptation and Interpolation.
CoRR, 2024
Unrevealed Threats: A Comprehensive Study of the Adversarial Robustness of Underwater Image Enhancement Models.
CoRR, 2024
CoRR, 2024
Mixture of insighTful Experts (MoTE): The Synergy of Thought Chains and Expert Mixtures in Self-Alignment.
CoRR, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Computer Vision - ECCV 2024, 2024
Learning Scalable Model Soup on a Single GPU: An Efficient Subspace Training Strategy.
Proceedings of the Computer Vision - ECCV 2024, 2024
Proceedings of the Computer Vision - ECCV 2024, 2024
Proceedings of the Findings of the Association for Computational Linguistics, 2024
2023
IEEE Trans. Circuits Syst. Video Technol., September, 2023
IEEE Trans. Pattern Anal. Mach. Intell., May, 2023
IEEE Trans. Multim., 2023
Learning the Relation Between Similarity Loss and Clustering Loss in Self-Supervised Learning.
IEEE Trans. Image Process., 2023
IEEE Trans. Pattern Anal. Mach. Intell., 2023
CoRR, 2023
CoRR, 2023
CoRR, 2023
PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis.
CoRR, 2023
CoRR, 2023
No Place to Hide: Dual Deep Interaction Channel Network for Fake News Detection based on Data Augmentation.
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
GrowCLIP: Data-aware Automatic Model Growing for Large-scale Contrastive Language-Image Pre-training.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Cross-Modal Matching and Adaptive Graph Attention Network for RGB-D Scene Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2023
KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph Completion.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023
2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
J. Mach. Learn. Res., 2022
New transformation method in continuous particle swarm optimisation for feature selection.
Int. J. Wirel. Mob. Comput., 2022
IET Image Process., 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
2021
IEEE Trans. Neural Networks Learn. Syst., 2021
IEEE Trans. Multim., 2021
Side Information Fusion for Recommender Systems over Heterogeneous Information Network.
ACM Trans. Knowl. Discov. Data, 2021
ACM Comput. Surv., 2021
CoRR, 2021
Proceedings of the WWW '21: The Web Conference 2021, 2021
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Privacy-Preserving Stacking with Application to Cross-organizational Diabetes Prediction.
Proceedings of the Federated Learning - Privacy and Incentive, 2020
IEEE Trans. Image Process., 2020
CoRR, 2020
CoRR, 2020
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020
Bridging the Gap between Sample-based and One-shot Neural Architecture Search with BONAS.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Advances in Recommender Systems: From Multi-stakeholder Marketplaces to Automated RecSys.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
IEEE Trans. Neural Networks Learn. Syst., 2019
IEEE Trans. Knowl. Data Eng., 2019
IEEE Trans. Pattern Anal. Mach. Intell., 2019
Multi-objective Neural Architecture Search via Predictive Network Performance Optimization.
CoRR, 2019
CoRR, 2019
Policy Prediction Network: Model-Free Behavior Policy with Model-Based Learning in Continuous Action Space.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Privacy-Preserving Stacking with Application to Cross-organizational Diabetes Prediction.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Efficient Nonconvex Regularized Tensor Completion with Structure-aware Proximal Iterations.
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
2018
IEEE Trans. Neural Networks Learn. Syst., 2018
IEEE Trans. Knowl. Data Eng., 2018
Corrigendum to "Multi-label learning in the independent label sub-spaces" [Pattern Recognition Letters 97(2017) 8-12].
Pattern Recognit. Lett., 2018
CoRR, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
2017
IEEE Trans. Neural Networks Learn. Syst., 2017
Pattern Recognit. Lett., 2017
Efficient Learning with a Family of Nonconvex Regularizers by Redistributing Nonconvexity.
J. Mach. Learn. Res., 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Special issue: First International Conference on Big Data and Smart Computing (BigComp2014).
Data Knowl. Eng., 2016
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Proceedings of the Springer Handbook of Computational Intelligence, 2015
IEEE Trans. Neural Networks Learn. Syst., 2015
IEEE Trans. Neural Networks Learn. Syst., 2015
IEEE Trans. Neural Networks Learn. Syst., 2015
IEEE Trans. Knowl. Data Eng., 2015
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
IEEE Trans. Neural Networks Learn. Syst., 2014
Selected papers from the 2011 International Conference on Neural Information Processing (ICONIP 2011).
Neurocomputing, 2014
Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
Proceedings of the IJCAI 2013, 2013
Proceedings of the IJCAI 2013, 2013
Proceedings of the Neural Information Processing - 20th International Conference, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013
Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013
2012
IEEE Trans. Neural Networks Learn. Syst., 2012
IEEE Trans. Neural Networks Learn. Syst., 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
Proceedings of the 12th IEEE International Conference on Data Mining, 2012
2011
IEEE Trans. Syst. Man Cybern. Part B, 2011
Incorporating cellular sorting structure for better prediction of protein subcellular locations.
J. Exp. Theor. Artif. Intell., 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the 28th International Conference on Machine Learning, 2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
2010
Incorporating the loss function into discriminative clustering of structured outputs.
IEEE Trans. Neural Networks, 2010
IEEE Trans. Neural Networks, 2010
IEEE Trans. Neural Networks, 2010
J. Zhejiang Univ. Sci. C, 2010
Text detection in images using sparse representation with discriminative dictionaries.
Image Vis. Comput., 2010
Proceedings of the SIAM International Conference on Data Mining, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010
2009
IEEE Trans. Speech Audio Process., 2009
Neural Comput., 2009
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009
Proceedings of the SIAM International Conference on Data Mining, 2009
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
Proceedings of the 26th Annual International Conference on Machine Learning, 2009
Proceedings of the 26th Annual International Conference on Machine Learning, 2009
Proceedings of the ICDM 2009, 2009
Proceedings of the ICDM 2009, 2009
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
2008
IEEE Trans. Neural Networks, 2008
IEEE Trans. Neural Networks, 2008
Proceedings of the Machine Learning, 2008
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008
2007
IEEE Trans. Neural Networks, 2007
End-to-end privacy control in service outsourcing of human intensive processes: A multi-layered Web service integration approach.
Inf. Syst. Frontiers, 2007
Proceedings of the IJCAI 2007, 2007
Proceedings of the Machine Learning, 2007
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007
2006
A novel incremental principal component analysis and its application for face recognition.
IEEE Trans. Syst. Man Cybern. Part B, 2006
IEEE Trans. Neural Networks, 2006
Multidimensional Vector Regression for Accurate and Low-Cost Location Estimation in Pervasive Computing.
IEEE Trans. Knowl. Data Eng., 2006
Embedded kernel eigenvoice speaker adaptation and its implication to reference speaker weighting.
IEEE Trans. Speech Audio Process., 2006
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Efficient Classification of Multi-label and Imbalanced Data using Min-Max Modular Classifiers.
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the Neural Information Processing, 13th International Conference, 2006
Proceedings of the Machine Learning, 2006
Proceedings of the Machine Learning, 2006
Proceedings of the Machine Learning, 2006
Proceedings of the Advances in Biometrics, International Conference, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the Machine Learning: ECML 2006, 2006
Proceedings of the Computer Vision, 2006
2005
J. Mach. Learn. Res., 2005
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
Proceedings of the Machine Learning, 2005
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, 2005
Towards end-to-end privacy control in the outsourcing of marketing activities: a web service integration solution.
Proceedings of the 7th International Conference on Electronic Commerce, 2005
2004
IEEE Trans. Neural Networks, 2004
Proceedings of the 8th International Conference on Spoken Language Processing, 2004
Bayesian inference for transductive learning of kernel matrix using the Tanner-Wong data augmentation algorithm.
Proceedings of the Machine Learning, 2004
Surrogate maximization/minimization algorithms for AdaBoost and the logistic regression model.
Proceedings of the Machine Learning, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Proceedings of the 8th International Conference on Control, 2004
Bayesian Inference on Principal Component Analysis Using Reversible Jump Markov Chain Monte Carlo.
Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004
2003
IEEE Trans. Neural Networks, 2003
Decis. Support Syst., 2003
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003
Proceedings of the IJCAI-03, 2003
2002
Pattern Recognit. Lett., 2002
Using the discrete wavelet frame transform to merge Landsat TM and SPOT panchromatic images.
Inf. Fusion, 2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proceedings of the Artificial Neural Networks, 2002
2001
Inf. Fusion, 2001
Linear Dependency between epsilon and the Input Noise in epsilon-Support Vector Regression.
Proceedings of the Artificial Neural Networks, 2001
Proceedings of the Machine Learning: EMCL 2001, 2001
Proceedings of the Eighth International Workshop on Artificial Intelligence and Statistics, 2001
2000
IEEE Trans. Neural Networks Learn. Syst., 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
1999
IEEE Trans. Neural Networks, 1999
Proceedings of the 7th European Symposium on Artificial Neural Networks, 1999
1998
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998
Automated Text Categorization Using Support Vector Machine.
Proceedings of the Fifth International Conference on Neural Information Processing, 1998
1997
IEEE Trans. Neural Networks, 1997
Constructive algorithms for structure learning in feedforward neural networks for regression problems.
IEEE Trans. Neural Networks, 1997
1996
Use of bias term in projection pursuit learning improves approximation and convergence properties.
IEEE Trans. Neural Networks, 1996
Proceedings of the Artificial Neural Networks, 1996
1995
Improving the approximation and convergence capabilities of projection pursuit learning.
Neural Process. Lett., 1995
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995
1993
Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993