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 (ICPR, 1996)

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 001; Yunxin Zhao; Zion Lo; Stephen M. Chu; Rajeev Sharma (ASAP, 1997)

Robust speech recognition using discriminative stream weighting and parameter interpolation. - Stephen M. Chu; Yunxin Zhao (ICSLP, 1998)

Music summarization using key phrases. - Beth Logan; Stephen M. Chu (ICASSP, 2000)

Automatic head gesture learning and synthesis from prosodic cues. - Stephen M. Chu; Thomas S. Huang (INTERSPEECH, 2000)

Bimodal speech recognition using coupled hidden Markov models. - Stephen M. Chu; Thomas S. Huang (INTERSPEECH, 2000)

Speech/Gesture Interface to a Visual-Computing Environment. - Rajeev Sharma; Michael Zeller; Vladimir Pavlovic 001; Thomas S. Huang; Zion Lo; Stephen M. Chu; Yunxin Zhao; James C. Phillips; Klaus Schulten (IEEE Computer Graphics and Applications, 2000)

Audio-visual speech modeling using coupled hidden Markov models. - Stephen M. Chu; Thomas S. Huang (ICASSP, 2002)

An experimental study of coupled hidden Markov models. - Stephen M. Chu; Thomas S. Huang (ICASSP, 2002)

Environment-adaptive multi-channel biometrics. - Stephen M. Chu; Minerva M. Yeung; Luhong Liang; Xiaoxing Liu (ICASSP (5), 2003)

Multimodal Fusion With Applications to Audio -Visual Speech Recognition - Stephen Mingyu Chu (2003)

Audio visual word spotting. - Ming Liu 009; Ziyou Xiong; Stephen M. Chu; ZhenQiu Zhang; Thomas S. Huang (ICASSP (3), 2004)

Towards practical deployment of audio-visual speech recognition. - Gerasimos Potamianos; Chalapathy Neti; Jing Huang 019; Jonathan H. Connell; Stephen M. Chu; Vit Libal; Etienne Marcheret; Norman Haas; Jintao Jiang (ICASSP (3), 2004)

Multistage information fusion for audio-visual speech recognition. - Stephen M. Chu; Vit Libal; Etienne Marcheret; Chalapathy Neti; Gerasimos Potamianos (ICME, 2004)

Efficient likelihood computation in multi-stream HMM based audio-visual speech recognition. - Etienne Marcheret; Stephen M. Chu; Vaibhava Goel; Gerasimos Potamianos (INTERSPEECH, 2004)

Mutual information based visual feature selection for lipreading. - Patricia Scanlon; Gerasimos Potamianos; Vit Libal; Stephen M. Chu (INTERSPEECH, 2004)

A Joint System for Person Tracking and Face Detection. - ZhenQiu Zhang; Gerasimos Potamianos; Andrew W. Senior; Stephen M. Chu; Thomas S. Huang (ICCV-HCI, 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; et al. (ICME, 2005)

Automatic Speech Recognition and Speech Activity Detection in the CHIL Smart Room. - Stephen M. Chu; Etienne Marcheret; Gerasimos Potamianos (MLMI, 2005)

Person Tracking in Smart Rooms using Dynamic Programming and Adaptive Subspace Learning. - ZhenQiu Zhang; Gerasimos Potamianos; Stephen M. Chu; Jilin Tu; Thomas S. Huang (ICME, 2006)

Advances in Mandarin Broadcast Speech Transcription at IBM Under the DARPA GALE Program. - Yong Qin 001; Qin Shi 001; Yi Y. Liu 002; Hagai Aronowitz; Stephen M. Chu; Hong-Kwang Kuo; Geoffrey Zweig (ISCSLP (Selected Papers), 2006)

Audio-Visual Speech Fusion Using Coupled Hidden Markov Models. - Stephen M. Chu; Thomas S. Huang (CVPR, 2007)

The IBM Mandarin Broadcast Speech Transcription System. - Stephen M. Chu; Hong-Kwang Jeff Kuo; Yi Y. Liu 002; Yong Qin 001; Qin Shi 001; Geoffrey Zweig (ICASSP (2), 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; et al. (Lang. Resour. Evaluation, 2007)

Search and classification based language model adaptation. - Qin Shi 001; Stephen M. Chu; Wen Liu; Hong-Kwang Jeff Kuo; Yi Liu 047; Yong Qin 001 (INTERSPEECH, 2008)

Fishervoice and semi-supervised speaker clustering. - Stephen M. Chu; Hao Tang 001; Thomas S. Huang (ICASSP, 2009)

Generative model-based speaker clustering via mixture of von Mises-Fisher distributions. - Hao Tang 001; Stephen M. Chu; Thomas S. Huang (ICASSP, 2009)

Main vowel domain tone modeling with lexical and prosodic analysis for Mandarin ASR. - Shilei Zhang; Qin Shi 001; Stephen M. Chu; Yong Qin 001 (ICASSP, 2009)

Locality preserving speaker clustering. - Stephen M. Chu; Hao Tang 001; Thomas S. Huang (ICME, 2009)

Emotion recognition from speech VIA boosted Gaussian mixture models. - Hao Tang 001; Stephen M. Chu; Mark Hasegawa-Johnson; Thomas S. Huang (ICME, 2009)

Spherical Discriminant Analysis in Semi-supervised Speaker Clustering. - Hao Tang 001; Stephen M. Chu; Thomas S. Huang (HLT-NAACL (Short Papers), 2009)

Sensitive Talking Heads [Applications Corner]. - Thomas S. Huang; Mark A. Hasegawa-Johnson; Stephen M. Chu; Zhihong Zeng; Hao Tang 001 (IEEE Signal Process. Mag., 2009)

Speaking rate adaptation using continuous frame rate normalization. - Stephen M. Chu; Daniel Povey (ICASSP, 2010)

The 2009 IBM GALE Mandarin broadcast transcription system. - Stephen M. Chu; Daniel Povey; Hong-Kwang Kuo; Lidia Mangu; Shilei Zhang; Qin Shi 001; Yong Qin 001 (ICASSP, 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 (ICASSP, 2010)

Enhanced word classing for model M. - Stanley F. Chen; Stephen M. Chu (INTERSPEECH, 2010)

Spoken English assessment system for non-native speakers using acoustic and prosodic features. - Qin Shi 001; Kun Li; Shilei Zhang; Stephen M. Chu; Ji Xiao; Zhijian Ou (INTERSPEECH, 2010)

The IBM 2011 GALE Arabic speech transcription system. - Lidia Mangu; Hong-Kwang Kuo; Stephen M. Chu; Brian Kingsbury; George Saon; Hagen Soltau; Fadi Biadsy (ASRU, 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 (ICASSP, 2011)

Performance prediction and shrinking language models. - Stanley F. Chen; Stephen M. Chu; Ahmad Emami; Lidia Mangu; Bhuvana Ramabhadran; Ruhi Sarikaya; Abhinav Sethy (MLSLP, 2011)

Improving arabic broadcast transcription using automatic topic clustering. - Stephen M. Chu; Lidia Mangu (ICASSP, 2012)

Partially Supervised Speaker Clustering. - Hao Tang 001; Stephen M. Chu; Mark Hasegawa-Johnson; Thomas S. Huang (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

Joint Optimization for Consistent Multiple Graph Matching. - Junchi Yan; Yu Tian; Hongyuan Zha; Xiaokang Yang 001; Ya Zhang 002; Stephen M. Chu (ICCV, 2013)

Graduated Consistency-Regularized Optimization for Multi-graph Matching. - Junchi Yan; Yin Li 003; Wei Liu 005; Hongyuan Zha; Xiaokang Yang 001; Stephen Mingyu Chu (ECCV (1), 2014)

Automatic Speech Recognition. - Hagen Soltau; George Saon; Lidia Mangu; Hong-Kwang Kuo; Brian Kingsbury; Stephen M. Chu; Fadi Biadsy (NLP of Semitic Languages, 2014)

Multi-View Point Registration via Alternating Optimization. - Junchi Yan; Jun Wang 006; Hongyuan Zha; Xiaokang Yang 001; Stephen M. Chu (AAAI, 2015)

On Machine Learning towards Predictive Sales Pipeline Analytics. - Junchi Yan; Chao Zhang 010; Hongyuan Zha; Min Gong; Changhua Sun; Jin Huang; Stephen M. Chu; Xiaokang Yang 001 (AAAI, 2015)

Discrete hyper-graph matching. - Junchi Yan; Chao Zhang 010; Hongyuan Zha; Wei Liu 005; Xiaokang Yang 001; Stephen M. Chu (CVPR, 2015)

A Matrix Decomposition Perspective to Multiple Graph Matching. - Junchi Yan; Hongteng Xu; Hongyuan Zha; Xiaokang Yang 001; Huanxi Liu; Stephen M. Chu (ICCV, 2015)

Sales pipeline win propensity prediction: A regression approach. - Junchi Yan; Min Gong; Changhua Sun; Jin Huang; Stephen M. Chu (IM, 2015)

A General Multi-Graph Matching Approach via Graduated Consistency-regularized Boosting. - Junchi Yan; Minsu Cho; Hongyuan Zha; Xiaokang Yang 001; Stephen M. Chu (CoRR, 2015)

Consistency-Driven Alternating Optimization for Multigraph Matching: A Unified Approach. - Junchi Yan; Jun Wang 006; Hongyuan Zha; Xiaokang Yang 001; Stephen M. Chu (IEEE Trans. Image Process., 2015)

Low-Rank Matrix Approximation with Stability. - Dongsheng Li 002; Chao Chen 016; Qin Lv; Junchi Yan; Li Shang; Stephen M. Chu (ICML, 2016)

A constrained clustering based approach for matching a collection of feature sets. - Junchi Yan; Zhe Ren; Hongyuan Zha; Stephen M. Chu (ICPR, 2016)

MPMA: Mixture Probabilistic Matrix Approximation for Collaborative Filtering. - Chao Chen 016; Dongsheng Li 002; Qin Lv; Junchi Yan; Stephen M. Chu; Li Shang (IJCAI, 2016)

On Modeling and Predicting Individual Paper Citation Count over Time. - Shuai Xiao 002; Junchi Yan; Changsheng Li; Bo Jin 003; Xiangfeng Wang; Xiaokang Yang 001; Stephen M. Chu; Hongyuan Zha (IJCAI, 2016)

Multi-Graph Matching via Affinity Optimization with Graduated Consistency Regularization. - Junchi Yan; Minsu Cho; Hongyuan Zha; Xiaokang Yang 001; Stephen M. Chu (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

GLOMA: Embedding Global Information in Local Matrix Approximation Models for Collaborative Filtering. - Chao Chen 016; Dongsheng Li 002; Qin Lv; Junchi Yan; Li Shang; Stephen M. Chu (AAAI, 2017)

ERMMA: Expected Risk Minimization for Matrix Approximation-based Recommender Systems. - Dongsheng Li 002; Chao Chen 016; Qin Lv; Li Shang; Stephen M. Chu; Hongyuan Zha (AAAI, 2017)

On Predictive Patent Valuation: Forecasting Patent Citations and Their Types. - Xin Liu 091; Junchi Yan; Shuai Xiao 002; Xiangfeng Wang; Hongyuan Zha; Stephen M. Chu (AAAI, 2017)

Modeling the Intensity Function of Point Process Via Recurrent Neural Networks. - Shuai Xiao 002; Junchi Yan; Xiaokang Yang 001; Hongyuan Zha; Stephen M. Chu (AAAI, 2017)

Mixture-Rank Matrix Approximation for Collaborative Filtering. - Dongsheng Li 002; Chao Chen 016; Wei Liu 005; Tun Lu; Ning Gu; Stephen M. Chu (NIPS, 2017)

Stable Matrix Approximation for Top-N Recommendation on Implicit Feedback Data. - Dongsheng Li 002; Changyu Miao; Stephen M. Chu; Jason Mallen; Tomomi Yoshioka; Pankaj Srivastava (HICSS, 2018)

AdaError: An Adaptive Learning Rate Method for Matrix Approximation-based Collaborative Filtering. - Dongsheng Li 002; Chao Chen 016; Qin Lv; Hansu Gu; Tun Lu; Li Shang; Ning Gu; Stephen M. Chu (WWW, 2018)

Collaborative Filtering with Stability. - Dongsheng Li 002; Chao Chen 016; Qin Lv; Junchi Yan; Li Shang; Stephen M. Chu (CoRR, 2018)

Transferable AutoML by Model Sharing Over Grouped Datasets. - Chao Xue; Junchi Yan; Rong Yan; Stephen M. Chu; Yonggang Hu; Yonghua Lin (CVPR, 2019)

Collaborative Filtering with Noisy Ratings. - Dongsheng Li 002; Chao Chen 016; Zhilin Gong; Tun Lu; Stephen M. Chu; Ning Gu (SDM, 2019)

NeuSE: A Neural Snapshot Ensemble Method for Collaborative Filtering. - Dongsheng Li 002; Haodong Liu; Chao Chen 016; Yingying Zhao; Stephen M. Chu; Bo Yang 011 (ACM Trans. Knowl. Discov. Data, 2021)

Mixture Matrix Approximation for Collaborative Filtering. - Dongsheng Li 002; Chao Chen 016; Tun Lu; Stephen M. Chu; Ning Gu (IEEE Trans. Knowl. Data Eng., 2021)