Hi! I am currently a PhD student in a joint training program between Fudan University and Shanghai AI Lab, under the supervision of Professor Tao Chen, Associate Professor Nanqing Dong, and Professor Wanli Ouyang. My current research interests are AI4Science, Multi-Modal, and Large Language Model.

I received my bachelor’s degree in Computer Science and Technology from Central China Normal University (Sep. 2020 - Jun. 2024). During my undergraduate years, I was supervised by Professor Xingpeng Jiang and Lecturer Chengji Wang, and my research direction was multi-modal sentiment Analysis (MSA).

🔥 News

• 2025.09:  🎉🎉 I have two papers accepted by NeurIPS 2025
• 2025.05:  🎉🎉 I have one paper accepted by ACL 2025 Main
• 2025.03:  🎉🎉 I have one paper accepted by Briefings in Bioinformatics
• 2024.12:  🎉🎉 I have one paper accepted by AAAI 2025
• 2024.06:  🎉🎉 I have one paper accepted by PRCV 2024
• 2023.12:  🎉🎉 I have one paper accepted by ICASSP 2024

🕙 Preprint

• $^{\dagger}$ represents the corresponding author, $^{\ddagger}$ represents the co-first author

• Rethinking Multi-Omics LLMs from the Perspective of Omics-Encoding Jinzhe Li$^{\ddagger}$, Zihong Chen$^{\ddagger}$, Jie Ying$^{\ddagger}$, Han Hu$^{\ddagger}$, Zhefan Wang$^{\ddagger}$, haonan he, Wenwei Han, Jiangbin Zheng, Huanjun Kong, Wanli Ouyang, Stan Z. Li, Yuchen Ren$^{\dagger}$, Tao Chen$^{\dagger}$, Nanqing Dong$^{\dagger}$

• GraphGen: Enhancing Supervised Fine-Tuning for LLMs with Knowledge-Driven Synthetic Data Generation Zihong Chen, Wanli Jiang, Jinzhe Li, Zhonghang Yuan, Huanjun Kong, Wanli Ouyang, Nanqing Dong$^{\dagger}$

📝 Publications

• $^{\dagger}$ represents the corresponding author, $^{\ddagger}$ represents the co-first author

• PRING: Rethinking Protein-Protein Interaction Prediction from Pairs to Graphs Xinzhe Zheng$^{\ddagger}$, Hao Du$^{\ddagger}$, Fanding Xu$^{\ddagger}$, Jinzhe Li$^{\ddagger}$, Zhiyuan Liu$^{\dagger}$, Wenkang Wang, Tao Chen, Wanli Ouyang, Stan Z Li, Yan Lu$^{\dagger}$, Nanqing Dong$^{\dagger}$, Yang Zhang$^{\dagger}$ NeurIPS 2025

• Alignrag: An adaptable framework for resolving misalignments in retrieval-aware reasoning of rag Jiaqi Wei$^{\ddagger}$, Hao Zhou$^{\ddagger}$, Xiang Zhang, Di Zhang, Zijie Qiu, Wei Wei, Jinzhe Li, Wanli Ouyang, Siqi Sun$^{\dagger}$ NeurIPS 2025

• Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System Haoyang Su$^{\ddagger}$, Renqi Chen$^{\ddagger}$, Shixiang Tang$^{\dagger}$, Zhenfei Yin, Xinzhe Zheng, Jinzhe Li, Biqing Qi, Qi Wu, Hui Li, Wanli Ouyang, Philip Torr, Bowen Zhou, Nanqing Dong$^{\dagger}$ ACL 2025 Main

• Deep generative model for protein subcellular localization prediction Guo-Hua Yuan$^{\ddagger}$, Jinzhe Li$^{\ddagger}$, Zejun Yang$^{\ddagger}$, Yao-Qi Chen$^{\ddagger}$, Zhonghang Yuan, Tao Chen, Wanli Ouyang, Nanqing Dong$^{\dagger}$, Li Yang$^{\dagger}$ Briefings in Bioinformatics

• Towards Efficient and Intelligent Laser Weeding: Method and Dataset for Weed Stem Detection Dingning Liu$^{\ddagger}$, Jinzhe Li$^{\ddagger}$, Haoyang Su$^{\ddagger}$, Bei Cui$^{\dagger}$, Zhihui Wang, Qingbo Yuan, Wanli Ouyang, Nanqing Dong$^{\dagger}$ AAAI 2025

• Uncertainty-aware Gradient Modulation and Feature Masking for Multimodal Sentiment Analysis Yuxian Wu, Chengji Wang$^{\dagger}$, Jinzhe Li, Wenjing Zhang, and Xingpeng Jiang$^{\dagger}$ PRCV 2024

• Modality-Dependent Sentiments Exploring for Multi-Modal Sentiment Classification Jinzhe Li, Chengji Wang$^{\dagger}$, Zhiming Luo, Yuxian Wu, Xingpeng Jiang$^{\dagger}$ ICASSP 2024

🏆 Awards and Scholarships

• Jun. 2024. Award for Outstanding Graduate Student.

📖 Educations

• Sep. 2024 - Jun. 2029 (expected). Joint PhD at Fudan University-Shanghai AI Lab.
• Sep. 2020- Jun. 2024. Bachelor student at Central China Normal University.

💻 Internship and Community

• Oct. 2023 - Now. Research intern. ShangHai AI Lab
• Oct. 2020 - Dec. 2022. Supervisor and Backend Group Member. Muxi Studio

🔍 Reviews

• Conferences: AAAI, ICLR, ECML, ISBI
• Journals: Coming Soon.