Stephen M. Chu

According to our database, Stephen M. Chu authored at least 69 papers between 1996 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2021

Mixture Matrix Approximation for Collaborative Filtering.

Dongsheng Li, Chao Chen, Tun Lu, Stephen M. Chu, Ning Gu

IEEE Trans. Knowl. Data Eng., 2021

NeuSE: A Neural Snapshot Ensemble Method for Collaborative Filtering.

Dongsheng Li, Haodong Liu, Chao Chen, Yingying Zhao, Stephen M. Chu, Bo Yang

ACM Trans. Knowl. Discov. Data, 2021

2019

Collaborative Filtering with Noisy Ratings.

Dongsheng Li, Chao Chen, Zhilin Gong, Tun Lu, Stephen M. Chu, Ning Gu

Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

Transferable AutoML by Model Sharing Over Grouped Datasets.

Chao Xue, Junchi Yan, Rong Yan, Stephen M. Chu, Yonggang Hu, Yonghua Lin

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Collaborative Filtering with Stability.

Dongsheng Li, Chao Chen, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu

CoRR, 2018

AdaError: An Adaptive Learning Rate Method for Matrix Approximation-based Collaborative Filtering.

Dongsheng Li, Chao Chen, Qin Lv, Hansu Gu, Tun Lu, Li Shang, Ning Gu, Stephen M. Chu

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Stable Matrix Approximation for Top-N Recommendation on Implicit Feedback Data.

Dongsheng Li, Changyu Miao, Stephen M. Chu, Jason Mallen, Tomomi Yoshioka, Pankaj Srivastava

Proceedings of the 51st Hawaii International Conference on System Sciences, 2018

2017

Mixture-Rank Matrix Approximation for Collaborative Filtering.

Dongsheng Li, Chao Chen, Wei Liu, Tun Lu, Ning Gu, Stephen M. Chu

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Modeling the Intensity Function of Point Process Via Recurrent Neural Networks.

Shuai Xiao, Junchi Yan, Xiaokang Yang, Hongyuan Zha, Stephen M. Chu

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

On Predictive Patent Valuation: Forecasting Patent Citations and Their Types.

Xin Liu, Junchi Yan, Shuai Xiao, Xiangfeng Wang, Hongyuan Zha, Stephen M. Chu

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

ERMMA: Expected Risk Minimization for Matrix Approximation-based Recommender Systems.

Dongsheng Li, Chao Chen, Qin Lv, Li Shang, Stephen M. Chu, Hongyuan Zha

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

GLOMA: Embedding Global Information in Local Matrix Approximation Models for Collaborative Filtering.

Chao Chen, Dongsheng Li, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Multi-Graph Matching via Affinity Optimization with Graduated Consistency Regularization.

Junchi Yan, Minsu Cho, Hongyuan Zha, Xiaokang Yang, Stephen M. Chu

IEEE Trans. Pattern Anal. Mach. Intell., 2016

On Modeling and Predicting Individual Paper Citation Count over Time.

Shuai Xiao, Junchi Yan, Changsheng Li, Bo Jin, Xiangfeng Wang, Xiaokang Yang, Stephen M. Chu, Hongyuan Zha

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

MPMA: Mixture Probabilistic Matrix Approximation for Collaborative Filtering.

Chao Chen, Dongsheng Li, Qin Lv, Junchi Yan, Stephen M. Chu, Li Shang

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

A constrained clustering based approach for matching a collection of feature sets.

Junchi Yan, Zhe Ren, Hongyuan Zha, Stephen M. Chu

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Low-Rank Matrix Approximation with Stability.

Dongsheng Li, Chao Chen, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu

Proceedings of the 33nd International Conference on Machine Learning, 2016

2015

Consistency-Driven Alternating Optimization for Multigraph Matching: A Unified Approach.

Junchi Yan, Jun Wang, Hongyuan Zha, Xiaokang Yang, Stephen M. Chu

IEEE Trans. Image Process., 2015

A General Multi-Graph Matching Approach via Graduated Consistency-regularized Boosting.

Junchi Yan, Minsu Cho, Hongyuan Zha, Xiaokang Yang, Stephen M. Chu

CoRR, 2015

Sales pipeline win propensity prediction: A regression approach.

Junchi Yan, Min Gong, Changhua Sun, Jin Huang, Stephen M. Chu

Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

A Matrix Decomposition Perspective to Multiple Graph Matching.

Junchi Yan, Hongteng Xu, Hongyuan Zha, Xiaokang Yang, Huanxi Liu, Stephen M. Chu

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Discrete hyper-graph matching.

Junchi Yan, Chao Zhang, Hongyuan Zha, Wei Liu, Xiaokang Yang, Stephen M. Chu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

On Machine Learning towards Predictive Sales Pipeline Analytics.

Junchi Yan, Chao Zhang, Hongyuan Zha, Min Gong, Changhua Sun, Jin Huang, Stephen M. Chu, Xiaokang Yang

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Multi-View Point Registration via Alternating Optimization.

Junchi Yan, Jun Wang, Hongyuan Zha, Xiaokang Yang, Stephen M. Chu

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Automatic Speech Recognition.

Hagen Soltau, George Saon, Lidia Mangu, Hong-Kwang Kuo, Brian Kingsbury, Stephen M. Chu, Fadi Biadsy

Proceedings of the Natural Language Processing of Semitic Languages, 2014

Graduated Consistency-Regularized Optimization for Multi-graph Matching.

Junchi Yan, Yin Li, Wei Liu, Hongyuan Zha, Xiaokang Yang, Stephen Mingyu Chu

Proceedings of the Computer Vision - ECCV 2014, 2014

2013

Joint Optimization for Consistent Multiple Graph Matching.

Junchi Yan, Yu Tian, Hongyuan Zha, Xiaokang Yang, Ya Zhang, Stephen M. Chu

Proceedings of the IEEE International Conference on Computer Vision, 2013

2012

Partially Supervised Speaker Clustering.

Hao Tang, Stephen M. Chu, Mark Hasegawa-Johnson, Thomas S. Huang

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Improving arabic broadcast transcription using automatic topic clustering.

Stephen M. Chu, Lidia Mangu

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Performance prediction and shrinking language models.

Stanley F. Chen, Stephen M. Chu, Ahmad Emami, Lidia Mangu, Bhuvana Ramabhadran, Ruhi Sarikaya, Abhinav Sethy

Proceedings of the 2011 Symposium on Machine Learning in Speech and Language Processing, 2011

The IBM 2009 GALE Arabic speech transcription system.

Brian Kingsbury, Hagen Soltau, George Saon, Stephen M. Chu, Hong-Kwang Kuo, Lidia Mangu, Suman V. Ravuri, Nelson Morgan, Adam Janin

Proceedings of the IEEE International Conference on Acoustics, 2011

The IBM 2011 GALE Arabic speech transcription system.

Lidia Mangu, Hong-Kwang Kuo, Stephen M. Chu, Brian Kingsbury, George Saon, Hagen Soltau, Fadi Biadsy

Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

2010

Spoken English assessment system for non-native speakers using acoustic and prosodic features.

Qin Shi, Kun Li, Shilei Zhang, Stephen M. Chu, Ji Xiao, Zhijian Ou

Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Enhanced word classing for model M.

Stanley F. Chen, Stephen M. Chu

Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

The IBM 2008 GALE Arabic speech transcription system.

George Saon, Hagen Soltau, Upendra V. Chaudhari, Stephen M. Chu, Brian Kingsbury, Hong-Kwang Kuo, Lidia Mangu, Daniel Povey

Proceedings of the IEEE International Conference on Acoustics, 2010

The 2009 IBM GALE Mandarin broadcast transcription system.

Stephen M. Chu, Daniel Povey, Hong-Kwang Kuo, Lidia Mangu, Shilei Zhang, Qin Shi, Yong Qin

Proceedings of the IEEE International Conference on Acoustics, 2010

Speaking rate adaptation using continuous frame rate normalization.

Stephen M. Chu, Daniel Povey

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

Sensitive Talking Heads [Applications Corner].

Thomas S. Huang, Mark A. Hasegawa-Johnson, Stephen M. Chu, Zhihong Zeng, Hao Tang

IEEE Signal Process. Mag., 2009

Spherical Discriminant Analysis in Semi-supervised Speaker Clustering.

Hao Tang, Stephen M. Chu, Thomas S. Huang

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009

Emotion recognition from speech VIA boosted Gaussian mixture models.

Hao Tang, Stephen M. Chu, Mark Hasegawa-Johnson, Thomas S. Huang

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Locality preserving speaker clustering.

Stephen M. Chu, Hao Tang, Thomas S. Huang

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Main vowel domain tone modeling with lexical and prosodic analysis for Mandarin ASR.

Shilei Zhang, Qin Shi, Stephen M. Chu, Yong Qin

Proceedings of the IEEE International Conference on Acoustics, 2009

Generative model-based speaker clustering via mixture of von Mises-Fisher distributions.

Hao Tang, Stephen M. Chu, Thomas S. Huang

Proceedings of the IEEE International Conference on Acoustics, 2009

Fishervoice and semi-supervised speaker clustering.

Stephen M. Chu, Hao Tang, Thomas S. Huang

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

Search and classification based language model adaptation.

Qin Shi, Stephen M. Chu, Wen Liu, Hong-Kwang Jeff Kuo, Yi Liu, Yong Qin

Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

2007

The CHIL audiovisual corpus for lecture and meeting analysis inside smart rooms.

Djamel Mostefa, Nicolas Moreau, Khalid Choukri, Gerasimos Potamianos, Stephen M. Chu, Ambrish Tyagi, Josep R. Casas, Jordi Turmo, Luca Cristoforetti, Francesco Tobia, Aristodemos Pnevmatikakis, Vasileios Mylonakis, Fotios Talantzis, Susanne Burger, Rainer Stiefelhagen, Keni Bernardin, Cedrick Rochet

Lang. Resour. Evaluation, 2007

The IBM Mandarin Broadcast Speech Transcription System.

Stephen M. Chu, Hong-Kwang Jeff Kuo, Yi Y. Liu, Yong Qin, Qin Shi, Geoffrey Zweig

Proceedings of the IEEE International Conference on Acoustics, 2007

Audio-Visual Speech Fusion Using Coupled Hidden Markov Models.

Stephen M. Chu, Thomas S. Huang

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

Advances in Mandarin Broadcast Speech Transcription at IBM Under the DARPA GALE Program.

Yong Qin, Qin Shi, Yi Y. Liu, Hagai Aronowitz, Stephen M. Chu, Hong-Kwang Kuo, Geoffrey Zweig

Proceedings of the Chinese Spoken Language Processing, 5th International Symposium, 2006

Person Tracking in Smart Rooms using Dynamic Programming and Adaptive Subspace Learning.

ZhenQiu Zhang, Gerasimos Potamianos, Stephen M. Chu, Jilin Tu, Thomas S. Huang

Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

2005

Automatic Speech Recognition and Speech Activity Detection in the CHIL Smart Room.

Stephen M. Chu, Etienne Marcheret, Gerasimos Potamianos

Proceedings of the Machine Learning for Multimodal Interaction, 2005

Automatic Speech Activity Detection, Source Localization, and Speech Recognition on the Chil Seminar Corpus.

Dusan Macho, Jaume Padrell, Alberto Abad, Climent Nadeu, Javier Hernando, John W. McDonough, Matthias Wölfel, Ulrich Klee, Maurizio Omologo, Alessio Brutti, Piergiorgio Svaizer, Gerasimos Potamianos, Stephen M. Chu

Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

A Joint System for Person Tracking and Face Detection.

ZhenQiu Zhang, Gerasimos Potamianos, Andrew W. Senior, Stephen M. Chu, Thomas S. Huang

Proceedings of the Computer Vision in Human-Computer Interaction, 2005

2004

Mutual information based visual feature selection for lipreading.

Patricia Scanlon, Gerasimos Potamianos, Vit Libal, Stephen M. Chu

Proceedings of the 8th International Conference on Spoken Language Processing, 2004

Efficient likelihood computation in multi-stream HMM based audio-visual speech recognition.

Etienne Marcheret, Stephen M. Chu, Vaibhava Goel, Gerasimos Potamianos

Proceedings of the 8th International Conference on Spoken Language Processing, 2004

Multistage information fusion for audio-visual speech recognition.

Stephen M. Chu, Vit Libal, Etienne Marcheret, Chalapathy Neti, Gerasimos Potamianos

Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Towards practical deployment of audio-visual speech recognition.

Gerasimos Potamianos, Chalapathy Neti, Jing Huang, Jonathan H. Connell, Stephen M. Chu, Vit Libal, Etienne Marcheret, Norman Haas, Jintao Jiang

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Audio visual word spotting.

Ming Liu, Ziyou Xiong, Stephen M. Chu, ZhenQiu Zhang, Thomas S. Huang

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003

Multimodal Fusion With Applications to Audio -Visual Speech Recognition

Stephen Mingyu Chu

PhD thesis, 2003

Environment-adaptive multi-channel biometrics.

Stephen M. Chu, Minerva M. Yeung, Luhong Liang, Xiaoxing Liu

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002

An experimental study of coupled hidden Markov models.

Stephen M. Chu, Thomas S. Huang

Proceedings of the IEEE International Conference on Acoustics, 2002

Audio-visual speech modeling using coupled hidden Markov models.

Stephen M. Chu, Thomas S. Huang

Proceedings of the IEEE International Conference on Acoustics, 2002

2000

Speech/Gesture Interface to a Visual-Computing Environment.

Rajeev Sharma, Michael Zeller, Vladimir Pavlovic, Thomas S. Huang, Zion Lo, Stephen M. Chu, Yunxin Zhao, James C. Phillips, Klaus Schulten

IEEE Computer Graphics and Applications, 2000

Bimodal speech recognition using coupled hidden Markov models.

Stephen M. Chu, Thomas S. Huang

Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

Automatic head gesture learning and synthesis from prosodic cues.

Stephen M. Chu, Thomas S. Huang

Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

Music summarization using key phrases.

Beth Logan, Stephen M. Chu

Proceedings of the IEEE International Conference on Acoustics, 2000

1998

Robust speech recognition using discriminative stream weighting and parameter interpolation.

Stephen M. Chu, Yunxin Zhao

Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998

1997

A Visual Computing Environment for Very Large Scale Biomolecular Modeling.

Michael Zeller, James C. Phillips, Andrew Dalke, William Humphrey, Klaus Schulten, Thomas S. Huang, Vladimir Pavlovic, Yunxin Zhao, Zion Lo, Stephen M. Chu, Rajeev Sharma

Proceedings of the 1997 International Conference on Application-Specific Systems, 1997

1996

Speech/gesture interface to a visual computing environment for molecular biologists.

Rajeev Sharma, Thomas S. Huang, Vladimir I. Pavlovic, Yunxin Zhao, Zion Lo, Stephen M. Chu, Klaus Schulten

Proceedings of the 13th International Conference on Pattern Recognition, 1996