Sheng Li


I am a fourth-year Ph.D. candidate in the SMILE LabDepartment of Electrical & Computer Engineering at Northeastern Univeristy, under the supervision of Prof. Yun (Raymond) Fu since 2012. I received my M.S. degree in Information Security, and B.S. degree in Computer Science from Nanjing University of Posts and Telecommunications (NUPT), China.

News [More...]
  • Our paper (with Kang and Prof. Fu), "Temporal Subspace Clustering for Human Motion Segmentation", is accepted by ICCV 2015.
  • Our paper (with Prof. Fu), "Learning Robust and Discriminative Subspace with Low-Rank Constraints", is accepted by IEEE Trans. Neural Network and Learning Systems. (07/2015)
  • Our paper (with Dr. Kawale and Prof. Fu), "Deep Collaborative Filtering via Marginalized Denoising Auto-encoder", is accepted by CIKM 2015. (07/2015)
  • Our paper (with Ming and Prof. Fu), "Cross-View Projective Dictionary Learning for Person Re-identification", is accepted by IJCAI-2015. (04/2015)
  • Our paper (with Ming, Allan and Prof. Fu), "Deep Linear Coding for Fast Graph Clustering", is accepted by IJCAI-2015. (04/2015)
  • Our paper (with Dr. Kawale and Prof. Fu), "Predicting User Behavior in Display Advertising via Dynamic Collective Matrix Factorization", is accepted by SIGIR 2015. (04/2015)
  • I received NEU Outstanding Graduate Student Award. (03/2015)
  • I will work as a data scientist intern at Adobe Research this summer (Mentors: Dr. Jaya Kawale and Dr. Nikos Vlassis). (03/2015)
  • I will serve as a Program Committee member of IJCAI-2015. (02/2015)
  • I accepted the invitation to serve as Web and Publicity Chair of CVPR-AMFG 2015 (01/2015)
Research Interests
  • Low-rank matrix recovery, graph based machine learning, subspace learning, feature extraction and selection.
  • Dictionary learning, sparse coding, multi-view/multi-source learning, transfer learning and self-taught learning.
  • Large-scale image classification, face recognition, recommender system, and digital marketing.

427 Richards Hall
Northeastern University
360 Huntington Avenue
Boston, MA 02115

Email: shengli [AT]