About me

I am a first-year Ph.D. student at the Department of Computer Science in the University of Hong Kong (HKU), supervised by Lingpeng Kong, Ping Luo and Ben Kao. Recently, I received my Bachelor degree in the School of Computer Science and Engineering, Sun Yat-sen University, working with Qinliang Su. My research interests include machine learning and probabilistic graphical models.

Publications

• Linear complexity randomized self-attention mechanism
  Lin Zheng, Chong Wang, and Lingpeng Kong (ICML’2022) [PDF]

• Ripple attention for visual perception with sub-quadratic complexity
  Lin Zheng, Huijie Pan, and Lingpeng Kong (ICML’2022) [PDF]

• Cascaded Head-colliding Attention
  Lin Zheng, Zhiyong Wu and Lingpeng Kong (ACL’2021) [PDF] [code]

• Generative Semantic Hashing Enhanced via Boltzmann Machines
  Lin Zheng, Qinliang Su, Dinghan Shen, Changyou Chen (ACL’2020) [PDF] [code]

Professional Services

• Reviewer: ACL 2021, NAACL 2021, ICML 2022, etc.