I am Jinyu Tian (田晋宇), a final-year undergraduate student at the College of Cryptology and Cyber Science, Nankai University (南开大学密码与网络空间安全学院), supervised by Prof. Xiang Li (李翔).
Currently, I am a visiting student at the Shanghai Innovation Institute (上海创智学院), mentored by Prof. Jinlan Fu (傅金兰). Starting in Fall 2026, I will pursue my Ph.D. degree at the College of Computer Science and Artificial Intelligence, Fudan University (复旦大学计算与智能创新学院), under the supervision of Prof. Xipeng Qiu (邱锡鹏).
During my undergraduate studies, my research primarily focused on AI4Researchers, aiming to empower the scientific community with intelligent tools. This line of research has led to papers accepted by top-tier conferences, including ICLR 2026 and AAAI 2025. My current research interests have evolved towards Multimodal Understanding and Generation, with the goal of building more versatile and creative AI systems.
Interests: Unified Multimodal Models, LLM Agent, RL.
🔥 News
- 2026.01: 🎉🎉 Our paper NAIPv2 has been accepted by ICLR 2026!
- 2025.09: 🎉🎉 I am honored to be admitted to Fudan University to pursue my Ph.D. degree under the supervision of Prof. Xipeng Qiu!
- 2024.12: 🎉🎉 Our paper NAIPv1 has been accepted by AAAI 2025!
📝 Publications
NAIPv2: Debiased Pairwise Learning for Efficient Paper Quality Estimation
Penghai Zhao, Jinyu Tian, Qinghua Xing, Xin Zhang, Zheng Li, Jianjun Qian, Ming-Ming Cheng, Xiang Li
ICLR 2026 (CCF-A)
From Words to Worth: Newborn Article Impact Prediction with LLM
Penghai Zhao, Qinghua Xing, Kairan Dou, Jinyu Tian, Ying Tai, Jian Yang, Ming-Ming Cheng, Xiang Li
AAAI 2025 (CCF-A)
📖 Educations
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2026.09 - Present (Incoming): Ph.D. Student, College of Computer Science and Artificial Intelligence, Fudan University/Shanghai Innovation Institute.
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2022.09 - 2026.06: Undergraduate Student, College of Cryptology and Cyber Science, Nankai University.
💻 Internships
- 2025.10 - Present: Visiting Student, Shanghai Innovation Institute.