I am currently working at DAMO Academy, Alibaba Group as a research scientist.

Before this, I received my Bachelor’s degree (2017-2021, computer science), Master’s degree (2021-2024, computer science) from Shandong University and Xiamen University, respectively.

🤔 Currently, my research interests are primarily focused on Large Language Models (LLMs), covering the following topics:

• Knowledge-Augmented LLMs allow LLMs to make full use of external knowledge to solve real-world problems
• LLM-Agent that creates interfaces to help LLMs and humans communicate, interact, and exchange knowledge. I believe all these questions are fundamental for bridging the gap between LLMs and human intelligence, and their solutions will play significant roles in implementing a knowledge-centric AI.
• Large-Vision Language Models (LVLMs) that enables LVLMs to better understand images, comprehend user intent, and mitigate hallucination issues.

🤝 Looking for a Fall 2025 Ph.D. position at 🇺🇸. If you are interested in working with me, please drop me an email.

🔥 News

• 2024.03:  🎉🎉 One paper (TableLLM) is accepted by IJCNN 2024!
• 2024.03:  🎉🎉 Two papers (Iter-CoT, Guide-Align) are accepted by NAACL 2024!
• 2024.02:  🎉🎉 One paper (APOLLO) is accepted by COLING 2024!
• 2024.02:  🎉🎉 One paper (Think-on-Graph) is accepted by ICLR 2024!

📝 Publications

• ICLR 2024 Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph, Jiashuo Sun, Chengjin Xu, Lumingyuan Tang, Saizhuo Wang, Chen Lin, Yeyun Gong, Lionel M. Ni, Heung-Yeung Shum, Jian Guo.

• COLING 2024 APOLLO: An Optimized Training Approach for Long-form Numerical Reasoning, Jiashuo Sun, Hang Zhang, Chen Lin, Yeyun Gong, Jian Guo, Nan Duan.

• NAACL 2024 Findings Ensuring Safe and High-Quality Outputs: A Guideline Library Approach for Language Models, Jiashuo Sun, Yi Luo, Yeyun Gong, Chen Lin, Yelong Shen, Jian Guo, Nan Duan.

• NAACL 2024 Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change, Yi Luo, Zhenghao Lin, Yuhao Zhang, Jiashuo Sun, Chen Lin, Chengjin Xu, Xiangdong Su, Yelong Shen, Jian Guo, Yeyun Gong.

• IJCNN 2024 TableLLM: Effective Training Framework for Table Reasoning in Large Language Models, Jiasuho Sun, Chengjin Xu, Jian Guo.

• Submission to AI-Journal Alleviating Hallucination in Large Vision-Language Models with Active Retrieval Augmentation, Xiaoye Qu^*, Qiyuan Chen^*, Jiashuo Sun^*, Wei wei, Daizong Liu, Yu Cheng

• Submission to EMNLP 2024 Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning, Xiaoye Qu^*, Jiashuo Sun^*, Wei Wei, Daizong Liu, Jianfeng Dong, Yong Deng, Weitao Zheng, Yu Cheng

• Submission to EMNLP 2024 SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved Information, Jiashuo Sun, Jihai Zhang, Chengyu Zhou, Zhaochen Su, Xiaoye Qu, Yu Cheng

• Submission to Neurips 2024 ConflictBank: A Benchmark for Evaluating Knowledge Conflicts in Large Language Models, Zhaochen Su, Jun Zhang, Xiaoye Qu, Tong Zhu, Yanshu Li, Jiashuo Sun, Juntao Li, Min Zhang, Yu Cheng.

👨‍💻 Open-Source Projects

• PiXiu: Instruct-tuning Large Language Models with Chinese Financial Knowledge Graph

🎖 Honors and Awards

• 2022.11 FinQA Competition Leaderboard Rank 1
• 2022.11 ConvFinQA Competition Leaderboard Rank 1

📖 Educations

• 2021.09 - 2024.06, M.S. in Computer Science, Xiamen University
• 2017.09 - 2021.06, B.S. in Computer Science, Shandong University.

💁 Volunteer

• Conference Reviewer: ARR, ACL, EMNLP, ACMM, TKDE, ICLR
• 2022.09 - 2023.03, Object Oriented Programming (2022 Fall) Teaching Assistant

💻 Internships and Work Experiences

• 2024.08 - Present, DAMO Academy, Alibaba Group, Research Scientist
• 2024.01 - 2024.07, Shanghai AI Laboratory General Technology Research, Research Intern
• 2023.04 - 2023.12, International Digital Economy Academy Fin-AI Group, Research Intern
• 2022.09 - 2023.04, Microsoft Research Asia NLC Group, Research Assitant

🎨 Miscellaneous

• I am an amateur singer 🎤 and have won the Top Ten Singer Award at Xiamen University twice (you can check out my competition videos at this). I also enjoy playing instruments, such as the piano 🎹 and guitar 🎸. When I’m not coding, I love listening to music and making music (R&B is my favourite).
• I am also an amateur esports player 🖥️, and I rank in the top 2.4% (among ten million players) on the Chinese server in the game League of Legends.
• If you have similar interests or would like to connect with me, feel free to email me anytime!