Xiaosong Ma

PhD student, Hong Kong Polytechnic University

Joined

September 2022

Names

Xiaosong Ma (Preferred)

Emails

****@gmail.com (Confirmed)

,

****@connect.polyu.hk (Confirmed)

Personal Links

Career & Education History

PhD student

Hong Kong Polytechnic University (polyu.edu.hk)

2022 – Present

MS student

Southeast University (seu.edu.cn)

2019 – 2022

Undergrad student

Southeast University (seu.edu.cn)

2015 – 2019

Advisors, Relations & Conflicts

PhD Advisor

2022 – Present

Expertise

No areas of expertise listed

Publications

Cross-modal Mitigation of Spurious Correlation for Prompt-tuning in VLMs with Causally Motivated Logic Alignment
Xueyang Tang, Song Guo, Xiaosong Ma, Haoxi Li, Jie ZHANG, Yue Yu
- Submitted to ICLR 2025
- Readers: Everyone
Amend to Alignment: Decoupled Prompt Tuning for Mitigating Spurious Correlation in Vision-Language Models
Jie ZHANG, Xiaosong Ma, Song Guo, Peng Li, Wenchao Xu, Xueyang Tang, Zicong Hong
- ICML 2024 Poster
- Readers: Everyone
SwapPrompt: Test-Time Prompt Adaptation for Vision-Language Models
Xiaosong Ma, Jie ZHANG, Song Guo, Wenchao Xu
- NeurIPS 2023 poster
- Readers: Everyone
Towards Unbiased Training in Federated Open-world Semi-supervised Learning
Jie ZHANG, Xiaosong Ma, Song Guo, Wenchao Xu
- ICML 2023 Poster
- Readers: Everyone
Towards Unbiased Training in Federated Open-world Semi-supervised Learning
Jie Zhang, Xiaosong Ma, Song Guo, Wenchao Xu
- Published: 01 Jan 2023, Last Modified: 15 May 2023
- CoRR 2023
- Readers: Everyone
Layer-wised Model Aggregation for Personalized Federated Learning
Xiaosong Ma, Jie Zhang, Song Guo, Wenchao Xu
- 2022 (modified: 02 Nov 2022)
- CVPR 2022
- Readers: Everyone
Parameterized Knowledge Transfer for Personalized Federated Learning
Jie Zhang, Song Guo, Xiaosong Ma, Haozhao Wang, Wenchao Xu, Feijie Wu
- 2021 (modified: 02 Nov 2022)
- NeurIPS 2021
- Readers: Everyone

Co-Authors