Active Clustering with Model-Based Uncertainty Reduction, C. Xiong ,D. M. Johnson and J. J. Corso.
submitted to TPAMI. [ pdf]

The Compositional Nature of Event Representations in the Human Brain, A. Barbu, N. Siddharth, C. Xiong, J. J. Corso, C. D. Fellbaum, C. Hanson, S. J. Hanson, S. Helie, E. Malaia, B. A. Pearlmutter, J. M. Siskind, T. M. Talavage and R. B. Wilbur.
submitted to PNAS. [ pdf ]

Semi-Supervised Nonlinear Distance Metric Learning via Forests of Max-Margin Cluster Hierarchies, D. M. Johnson, C. Xiong and J. J. Corso.
submitted to TKDE. [ pdf ]

A Unified Framework for Human-Robot Knowledge Transfer, N. Shukla, C. Xiong and S.C. Zhu.
AAAI Fall Symposium on AI for Human-Robot Interaction (AI-HRI 2015).
[ pdf ]

Joint Action Recognition and Pose Estimation From Video, B. X. Nie, C. Xiong and S.C. Zhu.
IEEE Computer Vision and Pattern Recognition (CVPR 2015).
[ pdf ]

Can humans fly? Action understanding with multiple classes of actors, C. Xu, S.-H. Hsieh, C. Xiong, and J. J. Corso.
IEEE Computer Vision and Pattern Recognition (CVPR 2015).
[ pdf ]

Jointly modeling deep video and compositional text to bridge vision and language in a unified framework, R. Xu, C. Xiong, W. Chen, and J. J. Corso.
AAAI Conference on Artificial Intelligence (AAAI 2015).
[ pdf ]

Seeing is worse than believing: Reading people's minds better than computer vision methods recognize actions, A. Barbu, D. Barrett, W. Chen, N. Siddharth, C. Xiong , J. J. Corso, C. D. Fellbaum, C. Hanson, S. J. Hanson, S. Helie, E. Malaia, B. A. Pearlmutter, J. M. Siskind, T. M. Talavage, and R. B. Wilbur.
European Conference on Computer Vision (ECCV 2014).
[ pdf ]

Latent Domains Modeling for Visual Domain Adaptation, C. Xiong , Scott McCloskey, Shao-Hang Hsieh and J. J. Corso.
AAAI Conference on Artificial Intelligence (AAAI 2014).
[ pdf ](Oral Presentation)

Actionness Ranking with Lattice Conditional Ordinal Random Fields, Wei Chen, C. Xiong and J. J. Corso
IEEE Computer Vision and Pattern Recognition (CVPR 2014).
[ pdf , code. ]

Adaptive Quantization for Hashing: An Information-Based Approach to Learning Binary Codes, C. Xiong , W. Chen, G. Chen, D. M. Johnson and J. J. Corso
SIAM International Conference on Data Mining (SDM 2014).
[ pdf, code. ](Oral Presentation)

Spectral Active Clustering of Remote Sensing Images, Z. Wang, G.-S. Xia,C. Xiong and L. Zhang.
IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2014).
[pdf]

Uncertainty reduction for active image clustering via a hybrid global-local uncertainty model, C. Xiong, D. M. Johnson, and J. J. Corso.
AAAI Conference on Artificial Intelligence (Late-Breaking Papers Track) (AAAI 2013).
[ pdf, code. ]

Comprehensive cross-hierarchy cluster agreement evaluation, D. M. Johnson, C. Xiong, and J. J. Corso.
AAAI Conference on Artificial Intelligence (Late-Breaking Papers Track) (AAAI 2013).
[ pdf, code. ]

Streaming hierarchical video segmentation, C. Xu*, C. Xiong* and J. J. Corso.
European Conference on Computer Vision (ECCV 2012). [ pdf, code ] (Oral Presentation)(* joint first authors).

Random forests for metric learning with implicit pairwise position dependence, C. Xiong , D. M. Johnson, R. Xu and J. J. Corso.
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2012). [ pdf, code ](Oral Presentation)

Coaction discovery: Segmentation of common actions across multiple videos, C. Xiong , D. M. Johnson, R. Xu and J. J. Corso.
Multimedia Data Mining Workshop in Conjunction with the ACM SIGKDD Conference on Knowledge Discovery and Data Mining (MDMKDD 2012). [ pdf, code ]

Dictionary transfer for image denoising via domain adaptation, G. Chen, C. Xiong and J. J. Corso.
IEEE International Conference on Image Processing (ICIP 2012). [ pdf ](Oral Presentation)

Efficient max-margin metric learning, C. Xiong, D. M. Johnson and J. J. Corso.
European Conference on Data Mining (ECDM 2012). [ pdf, code ](Best Paper Award)

Spectral active clustering via purification of the k-nearest neighbor graph, C. Xiong, D. M. Johnson and J. J. Corso.
European Conference on Data Mining (ECDM 2012). [ pdf, code ](Oral Presentations)

Online Active Constraint Selection For Semi-Supervised Clustering, C. Xiong, D. M. Johnson and J. J. Corso.
ECAI Active and Incremental Workshop, 2012. [ pdf, code ]

AirTouch: Interacting With Computer Systems At A Distance., D. Schlegel, A. Y. C. Chen, C. Xiong, J. Delmerico and J. J. Corso.
IEEE Winter Vision Meetings: Workshop on Applications of Computer Vision (WACV 2011). [ pdf](Oral Presentations)

Towards a parts-based approach to sub-cortical brain structure parsing, D. Gagneja, C. Xiong and J. J. Corso.
SPIE Conference on Medical Imaging, 2011. [ pdf ]

From image parsing to painterly rendering, K. Zeng, M. Zhao, C. Xiong and S. C. Zhu.
ACM Transaction on Graphics, 2009 (TOG). [ pdf ]

Marker-less registration based on template tracking for augmented reality, K. Zeng, M. Zhao, C. Xiong and S. C. Zhu.
Multimedia Tools Applications, 2009 (MTA). [ pdf ]

Robot Learning from Demonstration on a Unified Representation.

• CVPR 2014 Young Researcher Travel Award
• SDM 2014 Doctoral Forum
• SIGKDD 2012 Student Travel Award
• ECDM 2012 Best Paper Award

Conference and Workshop Organization

• Organizing Committee, Workshop on language and vision (at CVPR 2015).

• TPAMI, IJCV, TIP, Neurocomputing, IJITDM, ICRA 2015, ICSC 2013.