Stephen M. Chu

Publication Activity (10 Years)

Years Active: 1996-2021
Publications (10 Years): 28

Top Topics

Partially Supervised

Matrix Approximation

Implicit Feedback

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Dongsheng Li, Chao Chen, Tun Lu, Stephen M. Chu, Ning Gu
Mixture Matrix Approximation for Collaborative Filtering. IEEE Trans. Knowl. Data Eng. 33 (6) (2021)
Dongsheng Li, Haodong Liu, Chao Chen, Yingying Zhao, Stephen M. Chu, Bo Yang
NeuSE: A Neural Snapshot Ensemble Method for Collaborative Filtering. ACM Trans. Knowl. Discov. Data 15 (6) (2021)
Dongsheng Li, Haodong Liu, Chao Chen, Yingying Zhao, Stephen M. Chu, Bo Yang
NeuSE: A Neural Snapshot Ensemble Method for Collaborative Filtering. CoRR (2021)
Dongsheng Li, Chao Chen, Zhilin Gong, Tun Lu, Stephen M. Chu, Ning Gu
Collaborative Filtering with Noisy Ratings. SDM (2019)
Chao Xue, Junchi Yan, Rong Yan, Stephen M. Chu, Yonggang Hu, Yonghua Lin
Transferable AutoML by Model Sharing Over Grouped Datasets. CVPR (2019)
Dongsheng Li, Chao Chen, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu
Collaborative Filtering with Stability. CoRR (2018)
Dongsheng Li, Changyu Miao, Stephen M. Chu, Jason Mallen, Tomomi Yoshioka, Pankaj Srivastava
Stable Matrix Approximation for Top-N Recommendation on Implicit Feedback Data. HICSS (2018)
Dongsheng Li, Chao Chen, Qin Lv, Hansu Gu, Tun Lu, Li Shang, Ning Gu, Stephen M. Chu
AdaError: An Adaptive Learning Rate Method for Matrix Approximation-based Collaborative Filtering. WWW (2018)
Xin Liu, Junchi Yan, Shuai Xiao, Xiangfeng Wang, Hongyuan Zha, Stephen M. Chu
On Predictive Patent Valuation: Forecasting Patent Citations and Their Types. AAAI (2017)
Shuai Xiao, Junchi Yan, Stephen M. Chu, Xiaokang Yang, Hongyuan Zha
Modeling The Intensity Function Of Point Process Via Recurrent Neural Networks. CoRR (2017)
Dongsheng Li, Chao Chen, Qin Lv, Li Shang, Stephen M. Chu, Hongyuan Zha
ERMMA: Expected Risk Minimization for Matrix Approximation-based Recommender Systems. AAAI (2017)
Shuai Xiao, Junchi Yan, Xiaokang Yang, Hongyuan Zha, Stephen M. Chu
Modeling the Intensity Function of Point Process Via Recurrent Neural Networks. AAAI (2017)
Dongsheng Li, Chao Chen, Wei Liu, Tun Lu, Ning Gu, Stephen M. Chu
Mixture-Rank Matrix Approximation for Collaborative Filtering. NIPS (2017)
Chao Chen, Dongsheng Li, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu
GLOMA: Embedding Global Information in Local Matrix Approximation Models for Collaborative Filtering. AAAI (2017)
Junchi Yan, Zhe Ren, Hongyuan Zha, Stephen M. Chu
A constrained clustering based approach for matching a collection of feature sets. CoRR (2016)
Junchi Yan, Minsu Cho, Hongyuan Zha, Xiaokang Yang, Stephen M. Chu
Multi-Graph Matching via Affinity Optimization with Graduated Consistency Regularization. IEEE Trans. Pattern Anal. Mach. Intell. 38 (6) (2016)
Junchi Yan, Zhe Ren, Hongyuan Zha, Stephen M. Chu
A constrained clustering based approach for matching a collection of feature sets. ICPR (2016)
Shuai Xiao, Junchi Yan, Changsheng Li, Bo Jin, Xiangfeng Wang, Xiaokang Yang, Stephen M. Chu, Hongyuan Zha
On Modeling and Predicting Individual Paper Citation Count over Time. IJCAI (2016)
Chao Chen, Dongsheng Li, Qin Lv, Junchi Yan, Stephen M. Chu, Li Shang
MPMA: Mixture Probabilistic Matrix Approximation for Collaborative Filtering. IJCAI (2016)
Dongsheng Li, Chao Chen, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu
Low-Rank Matrix Approximation with Stability. ICML (2016)
Junchi Yan, Chao Zhang, Hongyuan Zha, Wei Liu, Xiaokang Yang, Stephen M. Chu
Discrete hyper-graph matching. CVPR (2015)
Junchi Yan, Min Gong, Changhua Sun, Jin Huang, Stephen M. Chu
Sales pipeline win propensity prediction: A regression approach. IM (2015)
Junchi Yan, Min Gong, Changhua Sun, Jin Huang, Stephen M. Chu
Sales pipeline win propensity prediction: a regression approach. CoRR (2015)
Junchi Yan, Hongteng Xu, Hongyuan Zha, Xiaokang Yang, Huanxi Liu, Stephen M. Chu
A Matrix Decomposition Perspective to Multiple Graph Matching. ICCV (2015)
Junchi Yan, Jun Wang, Hongyuan Zha, Xiaokang Yang, Stephen M. Chu
Multi-View Point Registration via Alternating Optimization. AAAI (2015)
Junchi Yan, Jun Wang, Hongyuan Zha, Xiaokang Yang, Stephen M. Chu
Consistency-Driven Alternating Optimization for Multigraph Matching: A Unified Approach. IEEE Trans. Image Process. 24 (3) (2015)
Junchi Yan, Minsu Cho, Hongyuan Zha, Xiaokang Yang, Stephen M. Chu
A General Multi-Graph Matching Approach via Graduated Consistency-regularized Boosting. CoRR (2015)
Junchi Yan, Chao Zhang, Hongyuan Zha, Min Gong, Changhua Sun, Jin Huang, Stephen M. Chu, Xiaokang Yang
On Machine Learning towards Predictive Sales Pipeline Analytics. AAAI (2015)
Junchi Yan, Yu Tian, Hongyuan Zha, Xiaokang Yang, Ya Zhang, Stephen M. Chu
Joint Optimization for Consistent Multiple Graph Matching. ICCV (2013)
Hao Tang, Stephen M. Chu, Mark Hasegawa-Johnson, Thomas S. Huang
Partially Supervised Speaker Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 34 (5) (2012)
Stephen M. Chu, Lidia Mangu
Improving arabic broadcast transcription using automatic topic clustering. ICASSP (2012)
Brian Kingsbury, Hagen Soltau, George Saon, Stephen M. Chu, Hong-Kwang Kuo, Lidia Mangu, Suman V. Ravuri, Nelson Morgan, Adam Janin
The IBM 2009 GALE Arabic speech transcription system. ICASSP (2011)
Lidia Mangu, Hong-Kwang Kuo, Stephen M. Chu, Brian Kingsbury, George Saon, Hagen Soltau, Fadi Biadsy
The IBM 2011 GALE Arabic speech transcription system. ASRU (2011)
Stanley F. Chen, Stephen M. Chu, Ahmad Emami, Lidia Mangu, Bhuvana Ramabhadran, Ruhi Sarikaya, Abhinav Sethy
Performance prediction and shrinking language models. MLSLP (2011)
Qin Shi, Kun Li, Shilei Zhang, Stephen M. Chu, Ji Xiao, Zhijian Ou
Spoken English assessment system for non-native speakers using acoustic and prosodic features. INTERSPEECH (2010)
Stanley F. Chen, Stephen M. Chu
Enhanced word classing for model M. INTERSPEECH (2010)
Stephen M. Chu, Daniel Povey
Speaking rate adaptation using continuous frame rate normalization. ICASSP (2010)
George Saon, Hagen Soltau, Upendra V. Chaudhari, Stephen M. Chu, Brian Kingsbury, Hong-Kwang Kuo, Lidia Mangu, Daniel Povey
The IBM 2008 GALE Arabic speech transcription system. ICASSP (2010)
Stephen M. Chu, Daniel Povey, Hong-Kwang Kuo, Lidia Mangu, Shilei Zhang, Qin Shi, Yong Qin
The 2009 IBM GALE Mandarin broadcast transcription system. ICASSP (2010)
Hao Tang, Stephen M. Chu, Thomas S. Huang
Spherical Discriminant Analysis in Semi-supervised Speaker Clustering. HLT-NAACL (Short Papers) (2009)
Hao Tang, Stephen M. Chu, Mark Hasegawa-Johnson, Thomas S. Huang
Emotion recognition from speech VIA boosted Gaussian mixture models. ICME (2009)
Hao Tang, Stephen M. Chu, Thomas S. Huang
Generative model-based speaker clustering via mixture of von Mises-Fisher distributions. ICASSP (2009)
Stephen M. Chu, Hao Tang, Thomas S. Huang
Locality preserving speaker clustering. ICME (2009)
Shilei Zhang, Qin Shi, Stephen M. Chu, Yong Qin
Main vowel domain tone modeling with lexical and prosodic analysis for Mandarin ASR. ICASSP (2009)
Stephen M. Chu, Hao Tang, Thomas S. Huang
Fishervoice and semi-supervised speaker clustering. ICASSP (2009)
Thomas S. Huang, Mark A. Hasegawa-Johnson, Stephen M. Chu, Zhihong Zeng, Hao Tang
Sensitive Talking Heads [Applications Corner]. IEEE Signal Process. Mag. 26 (4) (2009)
Qin Shi, Stephen M. Chu, Wen Liu, Hong-Kwang Jeff Kuo, Yi Liu, Yong Qin
Search and classification based language model adaptation. INTERSPEECH (2008)
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
The CHIL audiovisual corpus for lecture and meeting analysis inside smart rooms. Lang. Resour. Evaluation 41 (3-4) (2007)
Stephen M. Chu, Thomas S. Huang
Audio-Visual Speech Fusion Using Coupled Hidden Markov Models. CVPR (2007)
Stephen M. Chu, Hong-Kwang Jeff Kuo, Yi Y. Liu, Yong Qin, Qin Shi, Geoffrey Zweig
The IBM Mandarin Broadcast Speech Transcription System. ICASSP (2) (2007)
Yong Qin, Qin Shi, Yi Y. Liu, Hagai Aronowitz, Stephen M. Chu, Hong-Kwang Kuo, Geoffrey Zweig
Advances in Mandarin Broadcast Speech Transcription at IBM Under the DARPA GALE Program. ISCSLP (2006)
ZhenQiu Zhang, Gerasimos Potamianos, Stephen M. Chu, Jilin Tu, Thomas S. Huang
Person Tracking in Smart Rooms using Dynamic Programming and Adaptive Subspace Learning. ICME (2006)
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
Automatic Speech Activity Detection, Source Localization, and Speech Recognition on the Chil Seminar Corpus. ICME (2005)
Stephen M. Chu, Etienne Marcheret, Gerasimos Potamianos
Automatic Speech Recognition and Speech Activity Detection in the CHIL Smart Room. MLMI (2005)
ZhenQiu Zhang, Gerasimos Potamianos, Andrew W. Senior, Stephen M. Chu, Thomas S. Huang
A Joint System for Person Tracking and Face Detection. ICCV-HCI (2005)
Gerasimos Potamianos, Chalapathy Neti, Jing Huang, Jonathan H. Connell, Stephen M. Chu, Vit Libal, Etienne Marcheret, Norman Haas, Jintao Jiang
Towards practical deployment of audio-visual speech recognition. ICASSP (3) (2004)
Stephen M. Chu, Vit Libal, Etienne Marcheret, Chalapathy Neti, Gerasimos Potamianos
Multistage information fusion for audio-visual speech recognition. ICME (2004)
Patricia Scanlon, Gerasimos Potamianos, Vit Libal, Stephen M. Chu
Mutual information based visual feature selection for lipreading. INTERSPEECH (2004)
Etienne Marcheret, Stephen M. Chu, Vaibhava Goel, Gerasimos Potamianos
Efficient likelihood computation in multi-stream HMM based audio-visual speech recognition. INTERSPEECH (2004)
Ming Liu, Ziyou Xiong, Stephen M. Chu, ZhenQiu Zhang, Thomas S. Huang
Audio visual word spotting. ICASSP (3) (2004)
Stephen M. Chu, Minerva M. Yeung, Luhong Liang, Xiaoxing Liu
Environment-adaptive multi-channel biometrics. ICASSP (5) (2003)
Stephen M. Chu, Thomas S. Huang
An experimental study of coupled hidden Markov models. ICASSP (2002)
Stephen M. Chu, Thomas S. Huang
Audio-visual speech modeling using coupled hidden Markov models. ICASSP (2002)
Stephen M. Chu, Thomas S. Huang
Bimodal speech recognition using coupled hidden Markov models. INTERSPEECH (2000)
Rajeev Sharma, Michael Zeller, Vladimir Pavlovic, Thomas S. Huang, Zion Lo, Stephen M. Chu, Yunxin Zhao, James C. Phillips, Klaus Schulten
Speech/Gesture Interface to a Visual-Computing Environment. IEEE Computer Graphics and Applications 20 (2) (2000)
Stephen M. Chu, Thomas S. Huang
Automatic head gesture learning and synthesis from prosodic cues. INTERSPEECH (2000)
Beth Logan, Stephen M. Chu
Music summarization using key phrases. ICASSP (2000)
Stephen M. Chu, Yunxin Zhao
Robust speech recognition using discriminative stream weighting and parameter interpolation. ICSLP (1998)
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
A Visual Computing Environment for Very Large Scale Biomolecular Modeling. ASAP (1997)
Rajeev Sharma, Thomas S. Huang, Vladimir I. Pavlovic, Yunxin Zhao, Zion Lo, Stephen M. Chu, Klaus Schulten
Speech/gesture interface to a visual computing environment for molecular biologists. ICPR (1996)