I am currently working at DAMO Academy, Alibaba Group as a research scientist.
Before this, I received my Bachelorβs degree (2017-2021, computer science), Masterβs degree (2021-2024, computer science) from Shandong University and Xiamen University, respectively.
π€ 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.
π€ Looking for a Fall 2025 Ph.D. position at πΊπΈ. If you are interested in working with me, please drop me an email.
π₯ News
- 2024.03: Β ππ One paper (TableLLM) is accepted by IJCNN 2024!
- 2024.03: Β ππ Two papers (Iter-CoT, Guide-Align) are accepted by NAACL 2024!
- 2024.02: Β ππ One paper (APOLLO) is accepted by COLING 2024!
- 2024.02: Β ππ One paper (Think-on-Graph) is accepted by ICLR 2024!
π Publications ![](https://img.shields.io/endpoint?url=https%3A%2F%2Fcdn.jsdelivr.net%2Fgh%2FGasolSun36%2Fgasolsun36.github.io%40google-scholar-stats%2Fgs_data_shieldsio.json&logo=Google%20Scholar&labelColor=f6f6f6&color=9cf&style=flat&label=citations)
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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.
π¨βπ» Open-Source Projects
π Honors and Awards
- 2022.11 FinQA Competition Leaderboard Rank 1
- 2022.11 ConvFinQA Competition Leaderboard Rank 1
π Educations
- 2021.09 - 2024.06, M.S. in Computer Science, Xiamen University
- 2017.09 - 2021.06, B.S. in Computer Science, Shandong University.
π Volunteer
- Conference Reviewer: ARR, ACL, EMNLP, ACMM, TKDE, ICLR
- 2022.09 - 2023.03, Object Oriented Programming (2022 Fall) Teaching Assistant
π» 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
π¨ Miscellaneous
- I am an amateur singer π€ 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 πΉ and guitar πΈ. When Iβm not coding, I love listening to music and making music (R&B is my favourite).
- I am also an amateur esports player π₯οΈ, 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!