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
    In International Conference on Machine Learning (ICML), 2022 [PDF]

  • Ripple attention for visual perception with sub-quadratic complexity
    Lin Zheng, Huijie Pan, and Lingpeng Kong
    In International Conference on Machine Learning (ICML), 2022 [PDF]

  • Cascaded Head-colliding Attention
    Lin Zheng, Zhiyong Wu and Lingpeng Kong
    In Proceedings of the Annual Meeting of the Association for Computational Linguistics (ACL), 2021 [PDF] [code]

  • Generative Semantic Hashing Enhanced via Boltzmann Machines
    Lin Zheng, Qinliang Su, Dinghan Shen, Changyou Chen
    In Proceedings of the Annual Meeting of the Association for Computational Linguistics (ACL), 2020 [PDF] [code]

Teaching

Professional Services

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