Hello! I am an incoming PhD student at School of Computing and Data Science, the University of Hong Kong (HKU). I received my M.Eng. degree in Electronic and Information Engineering from Shanghai Jiao Tong University (SJTU) in 2025, supervised by Professor Hongtao Lu. I also received my B.Eng. degree in Computer Science and Technology from SJTU in 2022, with Zhiyuan Honors Program of Engineering. I worked as a research intern at AgiBot and Shanghai AI Lab in 2025. I worked with Professor Yuxiong Wang at the University of Illinois at Urbana-Champaign as a visiting student in 2024.
My primary areas of research interest includes Embodied AI, Computer Vision, Multi-Task Learning, Representation Learning, Foundation Models, and Federated Learning.
🔥 News
- 2025.07: 🎉🎉 One paper accepted by ACM MM 2025!
- 2025.06: 🎉🎉 One paper accepted by ICCV 2025 and one paper accepted by IROS 2025!
- 2025.06: 🎉🎉 Awarded HKU Presidential PhD Scholar Programme (HKU-PS)!
- 2025.05: 🎉🎉 One paper accepted by ICML 2025!
📝 Selected Publications
BECAME: Bayesian Continual Learning with Adaptive Model Merging
Mei Li$^*$, Yuxiang Lu$^*$, Qinyan Dai, Suizhi Huang, Yue Ding, Hongtao Lu
International Conference on Machine Learning (ICML) 2025
Yuxiang Lu (Core Contributor)
International Conference on Intelligent Robots and Systems (IROS) 2025
Yuxiang Lu$^*$, Shengcao Cao$^*$, Yuxiong Wang
International Conference on Learning Representations (ICLR) 2025
FedHCA$^2$: Towards Hetero-Client Federated Multi-Task Learning
Yuxiang Lu$^*$, Suizhi Huang$^*$, Yuwen Yang, Shalayiding Sirejiding, Yue Ding, Hongtao Lu
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024
Prompt Guided Transformer for Multi-Task Dense Prediction
Yuxiang Lu, Shalayiding Sirejiding, Yue Ding, Chunlin Wang, Hongtao Lu
IEEE Transactions on Multimedia (TMM) 2024
Task Indicating Transformer for Task-conditional Dense Predictions
Yuxiang Lu, Shalayiding Sirejiding, Yue Ding, Bayram Bayramli, Suizhi Huang, Hongtao Lu
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2024, Oral
📖 Educations
-
Sep. 2022 - Mar. 2025, M.Eng. in Electronic and Information Engineering, Shanghai Jiao Tong University, China
GPA: 3.96/4.0, Rank: 2/118
-
Sep. 2018 - Jun. 2022, B.Eng. in Computer Science and Technology, Shanghai Jiao Tong University, China
GPA: 3.89/4.3, Score: 90.43/100, Rank: 15/147
🥇 Honors and Awards
- 2025 - 2029 HKU Presidential PhD Scholar Programme (HKU-PS)
- 2025 Outstanding Graduate of Shanghai
- 2024 National Scholarship of Graduates (Top 1%)
- 2022 - 2024 First-Class Master’s Academic Scholarship at Shanghai Jiao Tong University
- 2020, 2023 Huawei Scholarship
- 2022 Outstanding Graduate of Shanghai Jiao Tong University
- 2021 Outstanding Student of Shanghai Jiao Tong University
- 2021 Wish Scholarship
- 2018 - 2021 Zhiyuan Honors Scholarship
- 2019 - 2021 Shanghai Jiao Tong University Scholarship
📚 Services
- Reviewer: ICLR, ICCV, NeurIPS, ACM MM, ICME, IEEE TMM, IEEE TCSVT, IEEE IoT
- Volunteer: ICLR 2025, ICME 2024 (w/ travel grant)
- Mentoring: 2 Master’s students, 3 Undergraduate theses
- Teaching Assistant: Image Processing and Machine Vision, SJTU, Fall 2023
💪 Skills
- Programming: Python, C/C++, MATLAB
- Development: PyTorch, OpenCV, Git
- Server Management: Docker, Proxmox, TrueNAS
- Language: Mandarin (Native), English (Fluent, TOEFL 110)
- Hobby: Photography, Electronics