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ORCIDStephen M. Chu
2020 – today
- 2021
[j8]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): 102:1-102:20 (2021)- [j7]Dongsheng Li, Chao Chen, Tun Lu, Stephen M. Chu, Ning Gu:
Mixture Matrix Approximation for Collaborative Filtering. IEEE Trans. Knowl. Data Eng. 33(6): 2640-2653 (2021) - [i6]Dongsheng Li, Haodong Liu, Chao Chen, Yingying Zhao, Stephen M. Chu, Bo Yang:
NeuSE: A Neural Snapshot Ensemble Method for Collaborative Filtering. CoRR abs/2104.07269 (2021)
2010 – 2019
- 2019
- [c57]Chao Xue, Junchi Yan, Rong Yan, Stephen M. Chu, Yonggang Hu, Yonghua Lin:
Transferable AutoML by Model Sharing Over Grouped Datasets. CVPR 2019: 9002-9011 - [c56]Dongsheng Li, Chao Chen, Zhilin Gong, Tun Lu, Stephen M. Chu, Ning Gu:
Collaborative Filtering with Noisy Ratings. SDM 2019: 747-755 - 2018
- [c55]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: 1-10 - [c54]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: 741-751 - [i5]Dongsheng Li, Chao Chen, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu:
Collaborative Filtering with Stability. CoRR abs/1811.02198 (2018) - 2017
- [c53]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: 1295-1301 - [c52]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: 1403-1409 - [c51]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: 1438-1444 - [c50]Shuai Xiao, Junchi Yan, Xiaokang Yang, Hongyuan Zha, Stephen M. Chu:
Modeling the Intensity Function of Point Process Via Recurrent Neural Networks. AAAI 2017: 1597-1603 - [c49]Dongsheng Li, Chao Chen, Wei Liu, Tun Lu, Ning Gu, Stephen M. Chu:
Mixture-Rank Matrix Approximation for Collaborative Filtering. NIPS 2017: 477-485 - [i4]Shuai Xiao, Junchi Yan, Stephen M. Chu, Xiaokang Yang, Hongyuan Zha:
Modeling The Intensity Function Of Point Process Via Recurrent Neural Networks. CoRR abs/1705.08982 (2017) - 2016
- [j6]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): 1228-1242 (2016) - [c48]Dongsheng Li, Chao Chen, Qin Lv, Junchi Yan, Li Shang, Stephen M. Chu:
Low-Rank Matrix Approximation with Stability. ICML 2016: 295-303 - [c47]Junchi Yan, Zhe Ren, Hongyuan Zha, Stephen M. Chu:
A constrained clustering based approach for matching a collection of feature sets. ICPR 2016: 3832-3837 - [c46]Chao Chen, Dongsheng Li, Qin Lv, Junchi Yan, Stephen M. Chu, Li Shang:
MPMA: Mixture Probabilistic Matrix Approximation for Collaborative Filtering. IJCAI 2016: 1382-1388 - [c45]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: 2676-2682 - [i3]Junchi Yan, Zhe Ren, Hongyuan Zha, Stephen M. Chu:
A constrained clustering based approach for matching a collection of feature sets. CoRR abs/1606.03731 (2016) - 2015
- [j5]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): 994-1009 (2015) - [c44]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: 1945-1951 - [c43]Junchi Yan, Jun Wang, Hongyuan Zha, Xiaokang Yang, Stephen M. Chu:
Multi-View Point Registration via Alternating Optimization. AAAI 2015: 3834-3840 - [c42]Junchi Yan, Chao Zhang, Hongyuan Zha, Wei Liu, Xiaokang Yang, Stephen M. Chu:
Discrete hyper-graph matching. CVPR 2015: 1520-1528 - [c41]Junchi Yan, Hongteng Xu, Hongyuan Zha, Xiaokang Yang, Huanxi Liu, Stephen M. Chu:
A Matrix Decomposition Perspective to Multiple Graph Matching. ICCV 2015: 199-207 - [c40]Junchi Yan, Min Gong, Changhua Sun, Jin Huang, Stephen M. Chu:
Sales pipeline win propensity prediction: A regression approach. IM 2015: 854-857 - [i2]Junchi Yan, Minsu Cho, Hongyuan Zha, Xiaokang Yang, Stephen M. Chu:
A General Multi-Graph Matching Approach via Graduated Consistency-regularized Boosting. CoRR abs/1502.05840 (2015) - [i1]Junchi Yan, Min Gong, Changhua Sun, Jin Huang, Stephen M. Chu:
Sales pipeline win propensity prediction: a regression approach. CoRR abs/1502.06229 (2015) - 2014
- [c39]Junchi Yan, Yin Li, Wei Liu, Hongyuan Zha, Xiaokang Yang, Stephen Mingyu Chu:
Graduated Consistency-Regularized Optimization for Multi-graph Matching. ECCV (1) 2014: 407-422 - [p1]Hagen Soltau, George Saon, Lidia Mangu, Hong-Kwang Kuo, Brian Kingsbury, Stephen M. Chu, Fadi Biadsy:
Automatic Speech Recognition. NLP of Semitic Languages 2014: 409-459 - 2013
- [c38]Junchi Yan, Yu Tian, Hongyuan Zha, Xiaokang Yang, Ya Zhang, Stephen M. Chu:
Joint Optimization for Consistent Multiple Graph Matching. ICCV 2013: 1649-1656 - 2012
- [j4]Hao Tang, Stephen M. Chu, Mark Hasegawa-Johnson, Thomas S. Huang:
Partially Supervised Speaker Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 34(5): 959-971 (2012) - [c37]Stephen M. Chu, Lidia Mangu:
Improving arabic broadcast transcription using automatic topic clustering. ICASSP 2012: 4449-4452 - 2011
- [c36]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: 272-277 - [c35]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: 4672-4675 - [c34]Stanley F. Chen, Stephen M. Chu, Ahmad Emami, Lidia Mangu, Bhuvana Ramabhadran, Ruhi Sarikaya, Abhinav Sethy:
Performance prediction and shrinking language models. MLSLP 2011 - 2010
- [c33]Stephen M. Chu, Daniel Povey:
Speaking rate adaptation using continuous frame rate normalization. ICASSP 2010: 4306-4309 - [c32]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: 4374-4377 - [c31]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: 4378-4381 - [c30]Stanley F. Chen, Stephen M. Chu:
Enhanced word classing for model M. INTERSPEECH 2010: 1037-1040 - [c29]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: 1874-1877
2000 – 2009
- 2009
- [j3]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): 67-72 (2009) - [c28]Stephen M. Chu, Hao Tang, Thomas S. Huang:
Fishervoice and semi-supervised speaker clustering. ICASSP 2009: 4089-4092 - [c27]Hao Tang, Stephen M. Chu, Thomas S. Huang:
Generative model-based speaker clustering via mixture of von Mises-Fisher distributions. ICASSP 2009: 4101-4104 - [c26]Shilei Zhang, Qin Shi, Stephen M. Chu, Yong Qin:
Main vowel domain tone modeling with lexical and prosodic analysis for Mandarin ASR. ICASSP 2009: 4561-4564 - [c25]Hao Tang, Stephen M. Chu, Mark Hasegawa-Johnson, Thomas S. Huang:
Emotion recognition from speech VIA boosted Gaussian mixture models. ICME 2009: 294-297 - [c24]Stephen M. Chu, Hao Tang, Thomas S. Huang:
Locality preserving speaker clustering. ICME 2009: 494-497 - [c23]Hao Tang, Stephen M. Chu, Thomas S. Huang:
Spherical Discriminant Analysis in Semi-supervised Speaker Clustering. HLT-NAACL (Short Papers) 2009: 57-60 - 2008
- [c22]Qin Shi, Stephen M. Chu, Wen Liu, Hong-Kwang Jeff Kuo, Yi Liu, Yong Qin:
Search and classification based language model adaptation. INTERSPEECH 2008: 1578-1581 - 2007
- [j2]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): 389-407 (2007) - [c21]Stephen M. Chu, Thomas S. Huang:
Audio-Visual Speech Fusion Using Coupled Hidden Markov Models. CVPR 2007 - [c20]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: 345-348 - 2006
- [c19]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: 2061-2064 - [c18]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 (Selected Papers) 2006: 410-421 - 2005
- [c17]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: 47-59 - [c16]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: 876-879 - [c15]Stephen M. Chu, Etienne Marcheret, Gerasimos Potamianos:
Automatic Speech Recognition and Speech Activity Detection in the CHIL Smart Room. MLMI 2005: 332-343 - 2004
- [c14]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: 777-780 - [c13]Ming Liu, Ziyou Xiong, Stephen M. Chu, ZhenQiu Zhang, Thomas S. Huang:
Audio visual word spotting. ICASSP (3) 2004: 785-788 - [c12]Stephen M. Chu, Vit Libal, Etienne Marcheret, Chalapathy Neti, Gerasimos Potamianos:
Multistage information fusion for audio-visual speech recognition. ICME 2004: 1651-1654 - [c11]Patricia Scanlon, Gerasimos Potamianos, Vit Libal, Stephen M. Chu:
Mutual information based visual feature selection for lipreading. INTERSPEECH 2004: 2037-2040 - [c10]Etienne Marcheret, Stephen M. Chu, Vaibhava Goel, Gerasimos Potamianos:
Efficient likelihood computation in multi-stream HMM based audio-visual speech recognition. INTERSPEECH 2004: 2297-2300 - 2003
- [b1]Stephen Mingyu Chu:
Multimodal Fusion With Applications to Audio -Visual Speech Recognition. University of Illinois Urbana-Champaign, USA, 2003 - [c9]Stephen M. Chu, Minerva M. Yeung, Luhong Liang, Xiaoxing Liu:
Environment-adaptive multi-channel biometrics. ICASSP (5) 2003: 788-791 - 2002
- [c8]Stephen M. Chu, Thomas S. Huang:
Audio-visual speech modeling using coupled hidden Markov models. ICASSP 2002: 2009-2012 - [c7]Stephen M. Chu, Thomas S. Huang:
An experimental study of coupled hidden Markov models. ICASSP 2002: 4100-4103 - 2000
- [j1]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): 29-37 (2000) - [c6]Beth Logan, Stephen M. Chu:
Music summarization using key phrases. ICASSP 2000: 749-752 - [c5]Stephen M. Chu, Thomas S. Huang:
Automatic head gesture learning and synthesis from prosodic cues. INTERSPEECH 2000: 637-640 - [c4]Stephen M. Chu, Thomas S. Huang:
Bimodal speech recognition using coupled hidden Markov models. INTERSPEECH 2000: 747-750
1990 – 1999
- 1998
- [c3]Stephen M. Chu, Yunxin Zhao:
Robust speech recognition using discriminative stream weighting and parameter interpolation. ICSLP 1998 - 1997
- [c2]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: 3- - 1996
- [c1]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: 964-968
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