ICDE 2018

DisTenC: A Distributed Algorithm for Scalable Tensor Completion on Spark

作者Hancheng Ge, Kai Zhang, Majid Alfifi, Xia Hu, James Caverlee

Interspeech 2018

Contextual Slot Carryover for Disparate Schemas

作者Chetan Naik, Arpit Gupta,Hancheng Ge, Lambert Mathias, Ruhi Sarikaya

ICTAI 2018

Constraint-Based Learning for Sensor Failure Detection and Adaptation

作者Yuan Shi, T. K. Satish Kumar, Craig A. Knoblock

IJCAI 2017

Learning with Previously Unseen Features

作者Yuan Shi, Craig A. Knoblock

arXiv 2017

Deep Local Video Feature for Action Recognition

作者Zhen-Zhong Lan, Yi Zhu, Alexander G. Hauptmann

Artif. Intell 2017

Low-rank decomposition meets kernel learning: A generalized Nyström method

作者Liang Lan, Kai Zhang,Hancheng Ge, Wei Cheng, Jun Liu, Andreas Rauber, Xiaoli Li, Jun Wang, Hongyuan Zha

arXiv 2017

Tensor Completion Algorithms in Big Data Analytics

作者Qingquan Song,Hancheng Ge, James Caverlee, Xia Hu

SIGIR 2017

What Are You Known For?: Learning User Topical Profiles with Implicit and Explicit Footprints

作者Cheng Cao,Hancheng Ge, Haokai Lu, Xia Hu, James Caverlee

KDD 2017

Multi-Aspect Streaming Tensor Completion

作者Qingquan Song, Xiao Huang,Hancheng Ge, James Caverlee, Xia Hu

arXiv 2017

Unifying Local and Global Change Detection in Dynamic Networks

作者Wenzhe Li, Dong Guo, Greg Ver Steeg, Aram Galstyan

 Mobile Health - Sensors, Analytic Methods, and Applications 2017

Time Series Feature Learning with Applications to Health Care

作者Zhengping Che, Sanjay Purushotham, David C. Kale,Wenzhe Li, Mohammad Taha Bahadori, Robinder G. Khemani, Yan Liu

CCKS 2017

Path-Based Learning for Plant Domain Knowledge Graph

作者Cuicui Dong, Huifang Du, Yaru Du, Ying Chen,Wenzhe Li, Ming Zhao

AAAI 2016

Metric Learning for Ordinal Data

作者Wenzhe Li, Yuan Shi, Fei Sha

AISTATS 2016

Scalable MCMC for Mixed Membership Stochastic Blockmodels

作者Wenzhe Li, Sungjin Ahn, Max Welling

CIKM 2016

Uncovering the Spatio-Temporal Dynamics of Memes in the Presence of Incomplete Information

作者Hancheng Ge, James Caverlee, Nan Zhang, Anna Cinzia Squicciarini

AAAI 2016

College Towns, Vacation Spots, and Tech Hubs: Using Geo-Social Media to Model and Compare Locations

作者Hancheng Ge, James Caverlee

RecSys 2016

TAPER: A Contextual Tensor-Based Approach for Personalized Expert Recommendation

作者Hancheng Ge, James Caverlee, Haokai Lu

IPDPS Workshop 2016

Scalable Overlapping Community DetectionBest Paper Award

作者Ismail El-Helw, Rutger F. H. Hofman,Wenzhe Li, Sungjin Ahn, Max Welling, Henri E. Bal

The Astrophysical Journal 2016

A Comparison of Flare Forecasting Methods

作者G. Barnes, K.D. Leka, C.J. Schrijver, T. Colak, R. Qahwaji, O.W. Ashamari,Yuan Yuan, J. Zhang, R.T.J. McAteer, D.S. Bloomfield, P.A. Higgins, P.T. Gallagher, D.A. Falconer, M.K. Georgoulis, M.S. Wheatland, C. Balch, T. Dunn, E.L. Wagner.

AMIA 2015

Causal Phenotype Discovery via Deep Networks

作者David C. Kale, Zhengping Che, Mohammad Taha Bahadori,Wenzhe Li, Yan Liu, Randall C. Wetzel

CVPR 2015

Beyond Gaussian Pyramid: Multi-skip Feature Stacking for action recognition

作者Zhen-Zhong Lan, Ming Lin, Xuanchong Li, Alexander G. Hauptmann, Bhiksha Raj

IJCAI 2015

Density Corrected Sparse Recovery when R.I.P. Condition Is Broken

作者Ming Lin,Zhen-Zhong Lan, Alexander G. Hauptmann

KDD 2015

Deep Computational Phenotyping

作者Zhengping Che, David C. Kale,Wenzhe Li, Mohammad Taha Bahadori, Yan Liu

CIKM 2015

Organic or Organized?: Exploring URL Sharing Behavior

作者Cheng Cao, James Caverlee, Kyumin Lee,Hancheng Ge, Jin-Wook Chung

MMM 2014

Resource Constrained Multimedia Event Detection

作者Zhen-Zhong Lan, Yi Yang, Nicolas Ballas, Shoou-I Yu, Alexander G. Hauptmann

NIPS 2014

Self-Paced Learning with Diversity

作者Lu Jiang, Deyu Meng, Shoou-I Yu,Zhen-Zhong Lan, Shiguang Shan, Alexander G. Hauptmann

AAAI 2014

Sparse Compositional Metric Learning

作者Yuan Shi, Aurélien Bellet, Fei Sha

ICWSM 2014

The Dark Side of Micro-Task Marketplaces: Characterizing Fiverr and Automatically Detecting Crowdturfing

作者Kyumin Lee, Steve Webb,Hancheng Ge

ICCV 2013

Space-Time Robust Representation for Action Recognition

作者Nicolas Ballas, Yi Yang,Zhen-Zhong Lan, Bertrand Delezoide, Françoise J. Prêteux, Alexander G. Hauptmann

CVPR 2012

Geodesic flow kernel for unsupervised domain adaptation

作者Boqing Gong, Yuan Shi, Fei Sha, Kristen Grauman

ICML 2012

Information-Theoretical Learning of Discriminative Clusters for Unsupervised Domain Adaptation

作者Yuan Shi, Fei Sha

CHI 2012

Using scribble gestures to enhance editing behaviors of sketch recognition systems

作者Wenzhe Li, Tracy Hammond

MMM 2012

Double Fusion for Multimedia Event Detection.

作者Zhen-zhong Lan, Lei Bao, Shoou-I Yu, Wei Liu, Alexander G. Hauptmann

IAAI 2012

Mechanix: A Sketch-Based Tutoring System for Statics CoursesInnovation Paper Award

作者Stephanie Valentine, Francisco Vides, George Lucchese, David Turner, Hong-hoe Kim, Wenzhe Li, Julie Linsey, Tracy Hammond

AAAI 2011

Recognizing Text Through Sound Alone

作者Wenzhe Li,Tracy Anne Hammond

CVPR 2011

Joint segmentation and classification of human actions in video

作者Minh Hoai Nguyen,Zhen-Zhong Lan, Fernando De la Torre

arXiv 2011

Learning Discriminative Metrics via Generative Models and Kernel Learning

作者Yuan Shi, Yung-Kyun Noh, Fei Sha, Daniel D. Lee

The Astrophysical Journal 2011

Nonpotentiality of chromospheric fibrils in NOAA active regions 11092 and 9661

作者Ju Jing,Yuan Yuan, Kevin Reardon, Thomas Wiegelmann, Yan Xu, and Haimin Wang

Solar Physics 2011

Automatic Solar Filament Segmentation and Characterization

作者Yuan Yuan, Frank Y. Shih, Ju Jing, Haimin Wang, Jongchul Chae

ACM Multimedia 2010

Hybrid active learning for cross-domain video concept detection

作者Huan Li, Yuan Shi, Ming-yu Chen, Alexander G. Hauptmann, Zhang Xiong

Research in Astronomy and Astrophysics 2010

Automated flare forecasting using a statistical learning technique

作者Yuan Yuan, Frank Y. Shih, Ju Jing and Hai-Min Wang

The Astrophysical Journal Letters 2010

Nonlinear force-free modeling of magnetic fields in a solar filament

作者Ju Jing, Yuan Yuan, Thomas Wiegelmann, Yan Xu, Rui Liu, and Haimin Wang

The Astrophysical Journal 2010

Free magnetic energy and flare productivity of active regions

作者Ju Jing, Changyi Tan, Yuan Yuan, Benjamin Wang, Thomas Wiegelmann, Yan Xu, and Haimin Wang.

The Open Signal Processing Journal 2010

A wavelet-based encoding algorithm for high dynamic range images

作者Frank Y. Shih and Yuan Yuan

International Astronomical Union 2010

Solar flare forecasting using sunspot-groups classification and photospheric magnetic parameters

作者Yuan Yuan, FY Shih, J Jing, H Wang

The Open Artificial Intelligence Journal 2010

A Comparison Study on Copy–Cover Image Forgery Detection

作者Frank Y. Shih,Yuan Yuan

 ICDM 2009

Extending Semi-supervised Learning Methods for Inductive Transfer Learning

作者Yuan Shi,Zhen-zhong Lan, Wei Liu, Wei Bi