Kunpeng Li
PhD Student
Electrical and Computer Engineering Department, Northeastern University at Boston.
Office: Richard Center, 360 Huntington Ave, Boston, MA 02115
Email : kunpengli [at] ece.neu.edu     Github     Google Scholar

About Me

I am a fourth-year PhD student in the Electrical and Computer Engineering Department, Northeastern University, advised by Prof. Yun Fu. My current research interests lie in computer vision, machine learning and deep learning. I have also spent time at Adobe Research, Bytedance AI Lab U.S. and Siemens Research as a research intern.

News

  • 2019.07: Two papers are accepted by ICCV 2019 , one as Oral and one as Poster.
  • 2019.06: One paper is accepted by TPAMI .
  • 2019.05: Start my internship at Bytedance AI Lab in Palo Alto.
  • 2018.05: Start my internship at Adobe Research in San Jose.
  • 2018.03: One paper is accepted by CVPR 2018 as spotlight .
  • 2017.05: Start my internship at Siemens Research in Princeton.
  • 2017.04: One paper is accepted by IJCAI 2017 .
  • 2016.09: Begin my new journey in Northeastern University at Boston.

Publications

Visual Semantic Reasoning for Image-Text Matching
Kunpeng Li, Yulun Zhang, Kai Li, Yuanyuan Li, Yun Fu
International Conference on Computer Vision (ICCV), 2019 (Oral) [PDF] [code]
Attention Bridging Network for Knowledge Transfer
Kunpeng Li, Yulun Zhang, Kai Li, Yuanyuan Li, Yun Fu
International Conference on Computer Vision (ICCV), 2019 [PDF] [code]
Residual Non-local Attention Networks for Image Restoration
Yulun Zhang, Kunpeng Li, Kai Li, Bineng Zhong, Yun Fu
International Conference on Learning Representations (ICLR), 2019 [PDF] [code]
Tell Me Where to Look: Guided Attention Inference Network
Kunpeng Li, Ziyan Wu, Kuan-Chuan Peng, Jan Ernst, Yun Fu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 (Spotlight) [PDF], [Code] by alokwhitewolf, [Talk]

Guided Attention Inference Network
Kunpeng Li, Ziyan Wu, Kuan-Chuan Peng, Jan Ernst, Yun Fu
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 [Paper]
Image Super-Resolution Using Very Deep Residual Channel Attention Networks
Yulun Zhang, Kunpeng Li, Kai Li, Bineng Zhong, Yun Fu
European Conference on Computer Vision (ECCV), 2018 [PDF] [code]
Support Neighbor Loss for Person Re-Identification
Kai Li, Zhengming Ding, Kunpeng Li, Yulun Zhang, Yun Fu
ACM Multimedia (ACM MM), 2018 [PDF] [code]
Multi-stream Deep Similarity Learning Networks for Visual Tracking
Kunpeng Li, Yu Kong, Yun Fu
International Joint Conference on Artificial Intelligence (IJCAI), 2017 [PDF] [Benchmark Results] [Video Results]
A New Fingertip Detection and Tracking Algorithm and Its Application on Writing-in-the-air System
Kunpeng Li, Xin Zhang
IEEE International Conference on Image and Signal Processing, 2014 [PDF] [Extension] [Demo]

Awards

  • Travel award for attending CVPR, 2018.
  • NSF travel award for attending IJCAI, 2017.
  • Dean's Fellowship, College of Engineering, Northeastern University, 2016.
  • First Prize in Digital Image Processing Contest of Guangdong Province, 2015.
  • National Scholarship, South China University of Technology, 2014.
  • Meritorious Winner in International Mathematical Contest in Modeling, 2014.

Professonal Activities

  • Reviewer for CVPR 2019, ICCV 2019, TIP, TNNLS, TMI, TMM