About Me

I’m a Third-year M.S. student at the School of Electronics and Computer Engineering, Peking University, advised by Prof. Yue-sheng Zhu. Now, I’m sincerely looking for a Ph.D. opportunity and a chance of Research Intern. Contact: 15521443439 (WeChat && Phone). Here is my CV.

Research Interests

  • Computer Vision: Open World Detection, Autonomous Driving, Vision Transformer
  • Machine Learning: TrustWorthy AI, Semi-Supervised Learning, Incremental Learning, Long-tail Learning, Out of Distribution Generalization

Selected Publications & Preprints

2022

  1. Longhui Yu, Tianyang Hu, Lanqing Hong, Zhen Liu, Adrian Weller, Weiyang Liu. Continual Learning by Modeling Intra‑Class Variation. In submission.

  2. Longhui Yu, Yifan Zhang, Lanqing Hong, Fei Chen, Zhenguo Li. Dual-Curriculum Teacher for Domain-Inconsistent Object Detection in Autonomous Driving. In Proceedings of BMVC 2022.

  3. Longhui Yu, Zhengyu Weng, Yuqing Wang, Yuesheng Zhu. Multi-Teacher Knowledge Distillation for Incremental Implicitly-Refined Classification. In Proceedings of ICME 2022 (Oral).

  4. Liyuan Wang, Xingxing Zhang, Kuo Yang, Longhui Yu, Chongxuan Li, Lanqing Hong, Shifeng Zhang, Zhenguo Li, Yi Zhong, Jun Zhu. Memory Replay with Data Compression for Continual Learning. In Proceedings of ICLR 2022.

Education Experience

  • September 2016 - June 2020: Undergraduate student
    • University: South China University of Technology
    • GPA: 3.80/4.00
  • September 2020 - June 2023 (expected): Graduate student
    • University: Peking University
    • Research interest: Semi-Supervised Learning, Incremental Learning, Long-tail Learning, Open World Detection

Work Experience

  • September 2020 - Now: Research Assistant
    • Peking University, Shenzhen, China.
    • Duties included: 1. Delve into incremental learning. 2. research for Vision Transformer.

Selected Awards

  • The first prize of The national college students’ smart car competition, 2019.