Stephen M. Chu

71 papers A* 15A 13B 3C 1Misc 11Journal 14Unranked 13

Year	Rank	Type	Title / Venue / Authors
2021	J	`jnl`	Mixture Matrix Approximation for Collaborative Filtering. IEEE Trans. Knowl. Data Eng. Dongsheng Li, Chao Chen, Tun Lu, Stephen M. Chu, Ning Gu
2021	J	`jnl`	NeuSE: A Neural Snapshot Ensemble Method for Collaborative Filtering. CoRR Dongsheng Li, Haodong Liu, Chao Chen, Yingying Zhao, Stephen M. Chu, Bo Yang
2021	J	`jnl`	NeuSE: A Neural Snapshot Ensemble Method for Collaborative Filtering. ACM Trans. Knowl. Discov. Data Dongsheng Li, Haodong Liu, Chao Chen, Yingying Zhao, Stephen M. Chu, Bo Yang
2019	A	`conf`	Collaborative Filtering with Noisy Ratings. SDM Dongsheng Li, Chao Chen, Zhilin Gong, Tun Lu, Stephen M. Chu, Ning Gu
2019	A*	`conf`	Transferable AutoML by Model Sharing Over Grouped Datasets. CVPR Chao Xue, Junchi Yan, Rong Yan, Stephen M. Chu, Yonggang Hu, Yonghua Lin
2018	A*	`conf`	AdaError: An Adaptive Learning Rate Method for Matrix Approximation-based Collaborative Filtering. WWW Dongsheng Li, Chao Chen, Qin Lv, Hansu Gu, Tun Lu, Li Shang, Ning Gu, Stephen M. Chu
2018	J	`jnl`	Collaborative Filtering with Stability. CoRR Dongsheng Li, Chao Chen, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu
2018	—	`conf`	Stable Matrix Approximation for Top-N Recommendation on Implicit Feedback Data. HICSS Dongsheng Li, Changyu Miao, Stephen M. Chu, Jason Mallen, Tomomi Yoshioka, Pankaj Srivastava
2017	A*	`conf`	ERMMA: Expected Risk Minimization for Matrix Approximation-based Recommender Systems. AAAI Dongsheng Li, Chao Chen, Qin Lv, Li Shang, Stephen M. Chu, Hongyuan Zha
2017	A*	`conf`	GLOMA: Embedding Global Information in Local Matrix Approximation Models for Collaborative Filtering. AAAI Chao Chen, Dongsheng Li, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu
2017	—	`conf`	Mixture-Rank Matrix Approximation for Collaborative Filtering. NIPS Dongsheng Li, Chao Chen, Wei Liu, Tun Lu, Ning Gu, Stephen M. Chu
2017	J	`jnl`	Modeling The Intensity Function Of Point Process Via Recurrent Neural Networks. CoRR Shuai Xiao, Junchi Yan, Stephen M. Chu, Xiaokang Yang, Hongyuan Zha
2017	A*	`conf`	Modeling the Intensity Function of Point Process Via Recurrent Neural Networks. AAAI Shuai Xiao, Junchi Yan, Xiaokang Yang, Hongyuan Zha, Stephen M. Chu
2017	A*	`conf`	On Predictive Patent Valuation: Forecasting Patent Citations and Their Types. AAAI Xin Liu, Junchi Yan, Shuai Xiao, Xiangfeng Wang, Hongyuan Zha, Stephen M. Chu
2016	B	`conf`	A constrained clustering based approach for matching a collection of feature sets. ICPR Junchi Yan, Zhe Ren, Hongyuan Zha, Stephen M. Chu
2016	J	`jnl`	A constrained clustering based approach for matching a collection of feature sets. CoRR Junchi Yan, Zhe Ren, Hongyuan Zha, Stephen M. Chu
2016	A*	`conf`	Low-Rank Matrix Approximation with Stability. ICML Dongsheng Li, Chao Chen, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu
2016	A*	`conf`	MPMA: Mixture Probabilistic Matrix Approximation for Collaborative Filtering. IJCAI Chao Chen, Dongsheng Li, Qin Lv, Junchi Yan, Stephen M. Chu, Li Shang
2016	J	`jnl`	Multi-Graph Matching via Affinity Optimization with Graduated Consistency Regularization. IEEE Trans. Pattern Anal. Mach. Intell. Junchi Yan, Minsu Cho, Hongyuan Zha, Xiaokang Yang, Stephen M. Chu
2016	A*	`conf`	On Modeling and Predicting Individual Paper Citation Count over Time. IJCAI Shuai Xiao, Junchi Yan, Changsheng Li, Bo Jin, Xiangfeng Wang, Xiaokang Yang, Stephen M. Chu, Hongyuan Zha
2015	J	`jnl`	A General Multi-Graph Matching Approach via Graduated Consistency-regularized Boosting. CoRR Junchi Yan, Minsu Cho, Hongyuan Zha, Xiaokang Yang, Stephen M. Chu
2015	A*	`conf`	A Matrix Decomposition Perspective to Multiple Graph Matching. ICCV Junchi Yan, Hongteng Xu, Hongyuan Zha, Xiaokang Yang, Huanxi Liu, Stephen M. Chu
2015	J	`jnl`	Consistency-Driven Alternating Optimization for Multigraph Matching: A Unified Approach. IEEE Trans. Image Process. Junchi Yan, Jun Wang, Hongyuan Zha, Xiaokang Yang, Stephen M. Chu
2015	A*	`conf`	Discrete hyper-graph matching. CVPR Junchi Yan, Chao Zhang, Hongyuan Zha, Wei Liu, Xiaokang Yang, Stephen M. Chu
2015	A*	`conf`	Multi-View Point Registration via Alternating Optimization. AAAI Junchi Yan, Jun Wang, Hongyuan Zha, Xiaokang Yang, Stephen M. Chu
2015	A*	`conf`	On Machine Learning towards Predictive Sales Pipeline Analytics. AAAI Junchi Yan, Chao Zhang, Hongyuan Zha, Min Gong, Changhua Sun, Jin Huang, Stephen M. Chu, Xiaokang Yang
2015	B	`conf`	Sales pipeline win propensity prediction: A regression approach. IM Junchi Yan, Min Gong, Changhua Sun, Jin Huang, Stephen M. Chu
2015	J	`jnl`	Sales pipeline win propensity prediction: a regression approach. CoRR Junchi Yan, Min Gong, Changhua Sun, Jin Huang, Stephen M. Chu
2014	—	`ch.`	Automatic Speech Recognition. NLP of Semitic Languages Hagen Soltau, George Saon, Lidia Mangu, Hong-Kwang Kuo, Brian Kingsbury, Stephen M. Chu, Fadi Biadsy
2013	A*	`conf`	Joint Optimization for Consistent Multiple Graph Matching. ICCV Junchi Yan, Yu Tian, Hongyuan Zha, Xiaokang Yang, Ya Zhang, Stephen M. Chu
2012	Misc	`conf`	Improving arabic broadcast transcription using automatic topic clustering. ICASSP Stephen M. Chu, Lidia Mangu
2012	J	`jnl`	Partially Supervised Speaker Clustering. IEEE Trans. Pattern Anal. Mach. Intell. Hao Tang, Stephen M. Chu, Mark Hasegawa-Johnson, Thomas S. Huang
2011	—	`conf`	Performance prediction and shrinking language models. MLSLP Stanley F. Chen, Stephen M. Chu, Ahmad Emami, Lidia Mangu, Bhuvana Ramabhadran, Ruhi Sarikaya, Abhinav Sethy
2011	Misc	`conf`	The IBM 2009 GALE Arabic speech transcription system. ICASSP Brian Kingsbury, Hagen Soltau, George Saon, Stephen M. Chu, Hong-Kwang Kuo, Lidia Mangu, Suman V. Ravuri, Nelson Morgan, Adam Janin
2011	C	`conf`	The IBM 2011 GALE Arabic speech transcription system. ASRU Lidia Mangu, Hong-Kwang Kuo, Stephen M. Chu, Brian Kingsbury, George Saon, Hagen Soltau, Fadi Biadsy
2010	A	`conf`	Enhanced word classing for model M. INTERSPEECH Stanley F. Chen, Stephen M. Chu
2010	Misc	`conf`	Speaking rate adaptation using continuous frame rate normalization. ICASSP Stephen M. Chu, Daniel Povey
2010	A	`conf`	Spoken English assessment system for non-native speakers using acoustic and prosodic features. INTERSPEECH Qin Shi, Kun Li, Shilei Zhang, Stephen M. Chu, Ji Xiao, Zhijian Ou
2010	Misc	`conf`	The 2009 IBM GALE Mandarin broadcast transcription system. ICASSP Stephen M. Chu, Daniel Povey, Hong-Kwang Kuo, Lidia Mangu, Shilei Zhang, Qin Shi, Yong Qin
2010	Misc	`conf`	The IBM 2008 GALE Arabic speech transcription system. ICASSP George Saon, Hagen Soltau, Upendra V. Chaudhari, Stephen M. Chu, Brian Kingsbury, Hong-Kwang Kuo, Lidia Mangu, Daniel Povey
2009	A	`conf`	Emotion recognition from speech VIA boosted Gaussian mixture models. ICME Hao Tang, Stephen M. Chu, Mark Hasegawa-Johnson, Thomas S. Huang
2009	Misc	`conf`	Fishervoice and semi-supervised speaker clustering. ICASSP Stephen M. Chu, Hao Tang, Thomas S. Huang
2009	Misc	`conf`	Generative model-based speaker clustering via mixture of von Mises-Fisher distributions. ICASSP Hao Tang, Stephen M. Chu, Thomas S. Huang
2009	A	`conf`	Locality preserving speaker clustering. ICME Stephen M. Chu, Hao Tang, Thomas S. Huang
2009	Misc	`conf`	Main vowel domain tone modeling with lexical and prosodic analysis for Mandarin ASR. ICASSP Shilei Zhang, Qin Shi, Stephen M. Chu, Yong Qin
2009	J	`jnl`	Sensitive Talking Heads [Applications Corner]. IEEE Signal Process. Mag. Thomas S. Huang, Mark A. Hasegawa-Johnson, Stephen M. Chu, Zhihong Zeng, Hao Tang
2009	—	`conf`	Spherical Discriminant Analysis in Semi-supervised Speaker Clustering. HLT-NAACL (Short Papers) Hao Tang, Stephen M. Chu, Thomas S. Huang
2008	A	`conf`	Search and classification based language model adaptation. INTERSPEECH Qin Shi, Stephen M. Chu, Wen Liu, Hong-Kwang Jeff Kuo, Yi Liu, Yong Qin
2007	A*	`conf`	Audio-Visual Speech Fusion Using Coupled Hidden Markov Models. CVPR Stephen M. Chu, Thomas S. Huang
2007	J	`jnl`	The CHIL audiovisual corpus for lecture and meeting analysis inside smart rooms. Lang. Resour. Evaluation 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
2007	—	`conf`	The IBM Mandarin Broadcast Speech Transcription System. ICASSP (2) Stephen M. Chu, Hong-Kwang Jeff Kuo, Yi Y. Liu, Yong Qin, Qin Shi, Geoffrey Zweig
2006	—	`conf`	Advances in Mandarin Broadcast Speech Transcription at IBM Under the DARPA GALE Program. ISCSLP (Selected Papers) Yong Qin, Qin Shi, Yi Y. Liu, Hagai Aronowitz, Stephen M. Chu, Hong-Kwang Kuo, Geoffrey Zweig
2006	A	`conf`	Person Tracking in Smart Rooms using Dynamic Programming and Adaptive Subspace Learning. ICME ZhenQiu Zhang, Gerasimos Potamianos, Stephen M. Chu, Jilin Tu, Thomas S. Huang
2005	—	`conf`	A Joint System for Person Tracking and Face Detection. ICCV-HCI ZhenQiu Zhang, Gerasimos Potamianos, Andrew W. Senior, Stephen M. Chu, Thomas S. Huang
2005	A	`conf`	Automatic Speech Activity Detection, Source Localization, and Speech Recognition on the Chil Seminar Corpus. ICME 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
2005	—	`conf`	Automatic Speech Recognition and Speech Activity Detection in the CHIL Smart Room. MLMI Stephen M. Chu, Etienne Marcheret, Gerasimos Potamianos
2004	—	`conf`	Audio visual word spotting. ICASSP (3) Ming Liu, Ziyou Xiong, Stephen M. Chu, ZhenQiu Zhang, Thomas S. Huang
2004	A	`conf`	Efficient likelihood computation in multi-stream HMM based audio-visual speech recognition. INTERSPEECH Etienne Marcheret, Stephen M. Chu, Vaibhava Goel, Gerasimos Potamianos
2004	A	`conf`	Multistage information fusion for audio-visual speech recognition. ICME Stephen M. Chu, Vit Libal, Etienne Marcheret, Chalapathy Neti, Gerasimos Potamianos
2004	A	`conf`	Mutual information based visual feature selection for lipreading. INTERSPEECH Patricia Scanlon, Gerasimos Potamianos, Vit Libal, Stephen M. Chu
2004	—	`conf`	Towards practical deployment of audio-visual speech recognition. ICASSP (3) Gerasimos Potamianos, Chalapathy Neti, Jing Huang, Jonathan H. Connell, Stephen M. Chu, Vit Libal, Etienne Marcheret, Norman Haas, Jintao Jiang
2003	—	`conf`	Environment-adaptive multi-channel biometrics. ICASSP (5) Stephen M. Chu, Minerva M. Yeung, Luhong Liang, Xiaoxing Liu
2002	Misc	`conf`	An experimental study of coupled hidden Markov models. ICASSP Stephen M. Chu, Thomas S. Huang
2002	Misc	`conf`	Audio-visual speech modeling using coupled hidden Markov models. ICASSP Stephen M. Chu, Thomas S. Huang
2000	A	`conf`	Automatic head gesture learning and synthesis from prosodic cues. INTERSPEECH Stephen M. Chu, Thomas S. Huang
2000	A	`conf`	Bimodal speech recognition using coupled hidden Markov models. INTERSPEECH Stephen M. Chu, Thomas S. Huang
2000	Misc	`conf`	Music summarization using key phrases. ICASSP Beth Logan, Stephen M. Chu
2000	J	`jnl`	Speech/Gesture Interface to a Visual-Computing Environment. IEEE Computer Graphics and Applications Rajeev Sharma, Michael Zeller, Vladimir Pavlovic, Thomas S. Huang, Zion Lo, Stephen M. Chu, Yunxin Zhao, James C. Phillips, Klaus Schulten
1998	—	`conf`	Robust speech recognition using discriminative stream weighting and parameter interpolation. ICSLP Stephen M. Chu, Yunxin Zhao
1997	—	`conf`	A Visual Computing Environment for Very Large Scale Biomolecular Modeling. ASAP 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
1996	B	`conf`	Speech/gesture interface to a visual computing environment for molecular biologists. ICPR Rajeev Sharma, Thomas S. Huang, Vladimir I. Pavlovic, Yunxin Zhao, Zion Lo, Stephen M. Chu, Klaus Schulten