Scholar
Shaobo Wang
Google Scholar ID: viFDWtwAAAAJ
Shanghai Jiao Tong University
Citations & Impact
Citations
193
H-index
7
i10-index
7
Publications
18
Co-authors
16
list available
Publications
Resume (English only)
Academic Achievements
- - Publications:
- - "Dataset Distillation with Neural Characteristic Function: A Minmax Perspective", CVPR 2025
- - "Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning", ACL 2025
- - "Gnothi Seauton: Empowering Faithful Self-Interpretability in Black-Box Transformers", ICLR 2025
- - Awards: Selected for the Tencent PhD Research Incentive Program (one of 23 recipients nationwide)
Research Experience
- - Research Intern at Alibaba Qwen Team, supervised by Dr. Dayiheng Liu, Xingzhang Ren, and Kexin Yang
- - Former Master's Student at ReThinkLab, Shanghai Jiao Tong University, advised by Prof. Junchi Yan
- - Closely collaborated with Prof. Xuming Hu (HKUST Guangzhou) and Dr. Conghui He (Shanghai AI Laboratory)
Education
- - Ph.D. Candidate: School of Artificial Intelligence, Shanghai Jiao Tong University, Advisor: Prof. Linfeng Zhang
- - Master's Student: ReThinkLab, Shanghai Jiao Tong University, Advisor: Prof. Junchi Yan
- - Collaborated with: Prof. Xuming Hu (HKUST Guangzhou), Dr. Conghui He (Shanghai AI Laboratory)
- - Worked with: Prof. Zhuoran Yang (Yale University)
Background
- - Research Interests: Data selection, synthesis, and sampling, especially in LLM pre-training, post-training, and inference-time scaling
- - Professional Field: Artificial Intelligence, particularly in data selection, synthesis, and sampling
- - Introduction: Second-year Ph.D. Candidate at the School of Artificial Intelligence, Shanghai Jiao Tong University, advised by Prof. Linfeng Zhang. Currently a research intern at the Alibaba Qwen Team, supervised by Dr. Dayiheng Liu, Xingzhang Ren, and Kexin Yang.
Miscellany
- - Born in Hefei, China
- - Played the piano for over a decade, performed alongside world-renowned pianist Lang Lang
- - Favorite composers include Frédéric Chopin and Franz Liszt
- - Likes R&B, Jazz, and Neo-Soul
- - Won several chess championships in Anhui Province, China, under the guidance of Chess Grandmaster Chongsheng Zeng and Chess Master Yongjin Zhou
