Hello! I am a Master’s student majored in Electronic and Information Engineering at Department of Computer Science and Engineering of Shanghai Jiao Tong University, supervised by Professor Hongtao Lu at BCMI Lab. I received my B.Eng. degree in Computer Science and Technology from Shanghai Jiao Tong University in 2022, with Zhiyuan Honors Program of Engineering. I am happy to work with Professor Yuxiong Wang at the University of Illinois at Urbana-Champaign as a visiting student in summer 2024.
My primary areas of research interest includes Embodied AI, Computer Vision, Multi-Task Learning, Representation Learning, Foundation Models, and Federated Learning.
I am actively looking for Ph.D. positions starting from Fall 2025.
🔥 News
- 2025.01: 🎉🎉 One paper accepted by ICLR 2025!
- 2024.11: 🎉🎉 One paper accepted by WSDM 2025!
- 2024.10: 🎉🎉 One paper accepted by TMM!
- 2024.09: 🎉🎉 I was awarded the National Scholarship!
📖 Educations
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Sep. 2022 - Mar. 2025 (Expected), Candidate for Master in Electronic and Information Engineering, Shanghai Jiao Tong University, China
GPA: 3.96/4.0, Rank: 2/118
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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
📝 Selected Publications
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
🥇 Honors and Awards
- 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 2025, ICME 2025, ACM MM 2024, ICME 2024, IEEE TMM, IEEE TCSVT， IEEE IoT
- 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