Welcome to my personal website! Life is about solving problems, and heavy is the head who wears the crown.

About Me

I received the B.E. degree in communication engineering and the M.E. degree in information and communication engineering from the Harbin Institute of Technology (HIT), China, in 2018 and 2020, respectively. After graduation, I have been a remote research assistant supervised by Prof. Vishal Monga (IEEE Fellow) (collaborating with Prof. Yonina C Eldar (IEEE Fellow)) on interpretable deep learning with strong interests and foundation in mathematics. My current research interests include signal and image processing, interpretable machine learning and applications.

Currently, I am pusuring PhD degree at Nanyang Technology University, supervised by Prof. Tay, Wee Peng on the signal processing and machine learning. I feel very lucky that I have many opportunities to explore my interested areas.

News

• Jan. 2025: One paper is accepted by ICLR 2025.
• Jan. 2025: One paper is accepted by TGRS. Make the wavelet scattering network (WSN) great again!
• Dec. 2024: One paper is accepted by ICASSP 2025.
• Dec. 2024: One paper is accepted by AAAI 2025.
• July 2024: One paper is accepted by NeurIPS as spotlight.
• Feb. 2024: One paper is accepted by IEEE TCI [pdf].
• Dec. 2023: One paper is accepted by AAAI 2024 [pdf].
• Nov. 2023: Two papers [1] [2] on graph neural network via dynamic process have been accepted by NeurIPS workshop.
• Oct. 2023: One ICIP paper A convergent neural network for non-blind image deblurring is presented at ICIP, 2023.

Current journal roles

• Peer Reviewer:
  • IEEE Transactions on Signal Processing (IEEE TSP)
  • Transactions on Machine Learning Research (TMLR)
  • IEEE Journal of Selected Topics in Signal Processing (IEEE JSTSP)
  • International Journal of Machine Learning and Cybernetics (IJMLC)

Current conference roles

• Peer Reviewer:
  • Conference on Neural Information Processing Systems (NeurIPS)
  • International Conference on Learning Representations (ICLR)
  • International Conference on Machine Learning (ICML)
  • IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
  • International Conference on Artificial Intelligence and Statistics (AISTATS)

Experience updates

• Jan. 2023: I receive the PhD research scholarship from Nanyang Techology Univeristy, supervised by Prof. Tay Wee Peng, and start my PhD journey at Singapore!
• March 2022: I receive the PhD offer from McGill University with Three-Year MEDA Fellowship, supervised by Prof. Mark Coates！(However, my student visa is stuck into a long security check….)
• June 2021: I am sad to hear from the newly issued Proclamation 10043, USA, which prohibits students in HIT and other many universities to obtain a valid F visa!
• July 2020: My master dissertation is ranked as the Excellent Graduation Thesis!
• March 2020: I am lucky to receive the Ph.D Fellowship offers from Penn State University, USA, supervised by Prof. Vishal Monga! Looking forward to the life in Penn State!