你好! / Hello! / 안녕하세요! / こんにちは! / Здравствуй! / Bonjour! / Guten Tag! / Hola! / Ciao! / السلام عليكم!

Hi there 👋👋 !

My name is Ivan Zhou(周奕帆), a graduate student at Shanghai Jiao Tong University(SJTU), superviesd by Prof. Xue Yang and Prof. Junchi Yan.

My research interests lie in VLM and Agents, now I’m trying my best to explore. Wish me good luck!

🌟 I’m open to any possible discussions or collaboration opportunities. If you’re interested in working with me, don’t hesitate to drop me an email!

🌟 I’m also actively seeking a PhD position starting in fall 2027. If you’re interested in my research, please feel free to contact!

🔥 News

• 2025.05 🎉🎉 CharToM-QA is accepted by ACL 2025. See you in Vienna🇦🇹!
• 2024.01 🎉🎉 AuG-KD is accepted by ICLR 2024. See you in Vienna🇦🇹!
• 2023.08 🎉🎉 SFRLD is accepted by PRCV 2023. See you in Xiamen🇨🇳!

📝 Publications

Preprint

【SGI】 Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows [homepage] [code] [data], preprint

Preprint

【SciEvalKit】 SciEvalKit: An Open-source Evaluation Toolkit for Scientific General Intelligence [homepage], preprint

Preprint

【MM-HELIX】 MM-HELIX: Boosting Multimodal Long-Chain Reflective Reasoning with Holistic Platform and Adaptive Hybrid Policy Optimization [homepage] [paper] [code] [data] [model], preprint

ACL-2025

【CharToM】 The Essence of Contextual Understanding in Theory of Mind: A Study on Question Answering with Story Characters [paper] [data], ACL 2025

ICLR-2024

【AuG-KD】 AuG-KD: Anchor-Based Mixup Generation for Out-of-Domain Knowledge Distillation [paper] [code], ICLR 2024

PRCV-2023

【SFPLR】 Spatial Feature Regularization and Label Decoupling Based Cross-Subject Motor Imagery EEG Decoding [paper] [code], PRCV 2023

🏆 Competition Awards

• 2023.12 Silver Medal in the 48th ACM-ICPC International Collegiate Programming Competition Regional Competition (Jinan).
• 2023.05 Honorable Mention. Mathematical Contest in Modeling.
• 2023.04 National Second Prize Nomination. Undergraduate Mathematical Modeling Competition.
• 2023.03 National Second Prize. Group Programming Ladder Tournament.
• 2022.11 Bronze Medal in the 8th CCPC China Collegiate Programming Contest (Guangzhou).
• 2022.08 National Thrid Prize. The Lanqiao Cup Competition National Finals.

🎖 Scholarships and Honors

• 2024.12 Wanshan Lake Scholarship, SJTU
• 2024.09 First-class scholarship, SJTU
• 2023.10 National Scholarship (Award Rate: 0.2% national-wide) Ministry of Education, China
• 2023.10 Top 10 Student Figures of the Year (Top 10 students in the school each year, Award Rate: 0.03%), FJNU
• 2022.10 National Scholarship (Award Rate: 0.2% national-wide) Ministry of Education, China

📖 Educations

• 2024.09 - now, Shanghai Jiao Tong University.
• 2020.09 - 2024.06, Fujian Normal University.

⚙️ Projects

SciEvalKit(core contributor): SciEval is an open-source evaluation framework and leaderboard for measuring the scientific intelligence of large language and vision–language models.

CSBasicKnowledge(contributor): This repo will record some knowledge about computer science, artificial intelligence and EE. It has already collected 700 more stars on GitHub.

💬 Invited Talks

• Sharing experience in recommended postgraduate students for exemption, Spring 2024.

👨‍🏫 Teaching Experiences

TA-algorithm

• Teaching Assistant, Design and Analysis of Algorithms, Undergrads, CCCS, FJNU, Spring 2023.
• Teaching Assistant, Digital Image Processing, Undergrads, CCCS, FJNU, Spring 2023.

📚 Academic Activities

• Conference on Empirical Methods in Natural Language Processing (EMNLP). Reviewer: 2024, 2025.
• Conference on Neural Information Processing Systems (NeurIPS). Reviewer: 2025.

💻 Internships

• 2025.04 - now, Shanghai AI Laboratory
• 2024.06 - 2025.03, Tencent
• 2023.11 - 2024.03, ByteDance
• 2023.06 - 2023.11, THU AIR