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<span class='anchor' id='about-me'></span>

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Vivamus ornare aliquet ipsum, ac tempus justo dapibus sit amet. Suspendisse condimentum, libero vel tempus mattis, risus risus vulputate libero, elementum fermentum mi neque vel nisl. Maecenas facilisis maximus dignissim. Curabitur mattis vulputate dui, tincidunt varius libero luctus eu. Mauris mauris nulla, scelerisque eget massa id, tincidunt congue felis. Sed convallis tempor ipsum rhoncus viverra. Pellentesque nulla orci, accumsan volutpat fringilla vitae, maximus sit amet tortor. Aliquam ultricies odio ut volutpat scelerisque. Donec nisl nisl, porttitor vitae pharetra quis, fringilla sed mi. Fusce pretium dolor ut aliquam consequat. Cras volutpat, tellus accumsan mattis molestie, nisl lacus tempus massa, nec malesuada tortor leo vel quam. Aliquam vel ex consectetur, vehicula leo nec, efficitur eros. Donec convallis non urna quis feugiat.
I am currently working at **DAMO Academy, Alibaba Group** as a research scientist.

My research interest includes neural machine translation and computer vision. I have published more than 100 papers at the top international AI conferences with total <a href='https://scholar.google.com/citations?user=DhtAFkwAAAAJ'>google scholar citations <strong><span id='total_cit'>260000+</span></strong></a> (You can also use google scholar badge <a href='https://scholar.google.com/citations?user=DhtAFkwAAAAJ'><img src="https://img.shields.io/endpoint?url={{ url | url_encode }}&logo=Google%20Scholar&labelColor=f6f6f6&color=9cf&style=flat&label=citations"></a>).
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.


πŸ€” 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 in LVLMs.


🀝 **Looking for a Fall 2025 Ph.D. position at πŸ‡ΊπŸ‡Έ. If you are interested in working with me, please drop me an email.**

# πŸ”₯ News
- *2022.02*: &nbsp;πŸŽ‰πŸŽ‰ Lorem ipsum dolor sit amet, consectetur adipiscing elit. Vivamus ornare aliquet ipsum, ac tempus justo dapibus sit amet.
- *2022.02*: &nbsp;πŸŽ‰πŸŽ‰ Lorem ipsum dolor sit amet, consectetur adipiscing elit. Vivamus ornare aliquet ipsum, ac tempus justo dapibus sit amet.
- *2024.03*: &nbsp;πŸŽ‰πŸŽ‰ One paper (TableLLM) is accepted by IJCNN 2024!
- *2024.03*: &nbsp;πŸŽ‰πŸŽ‰ Two papers ([Iter-CoT](https://arxiv.org/abs/2304.11657), [Guide-Align](https://arxiv.org/pdf/2403.11838.pdf)) are accepted by NAACL 2024!
- *2024.02*: &nbsp;πŸŽ‰πŸŽ‰ One paper ([APOLLO](https://arxiv.org/abs/2212.07249)) is accepted by COLING 2024!
- *2024.02*: &nbsp;πŸŽ‰πŸŽ‰ One paper ([Think-on-Graph](https://arxiv.org/abs/2307.07697)) is accepted by ICLR 2024!

# πŸ“ Publications

<div class='paper-box'><div class='paper-box-image'><div><div class="badge">CVPR 2016</div><img src='images/500x300.png' alt="sym" width="100%"></div></div>
<div class='paper-box-text' markdown="1">
- ``ICLR 2024`` [Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph](https://arxiv.org/pdf/2307.07697.pdf), **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](https://arxiv.org/abs/2212.07249), **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](https://arxiv.org/pdf/2304.11657.pdf), **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](https://arxiv.org/abs/2403.11838), 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<sup>*</sup>, Qiyuan Chen<sup>*</sup>, **Jiashuo Sun<sup>*</sup>**, Wei wei, Daizong Liu, Yu Cheng

[Deep Residual Learning for Image Recognition](https://openaccess.thecvf.com/content_cvpr_2016/papers/He_Deep_Residual_Learning_CVPR_2016_paper.pdf)
- ``Submission to EMNLP 2024`` [Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning](https://github.com/GasolSun36/MVP), Xiaoye Qu<sup>*</sup>, **Jiashuo Sun<sup>*</sup>**, Wei Wei, Daizong Liu, Jianfeng Dong, Yong Deng, Weitao Zheng, Yu Cheng

**Kaiming He**, Xiangyu Zhang, Shaoqing Ren, Jian Sun
- ``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

[**Project**](https://scholar.google.com/citations?view_op=view_citation&hl=zh-CN&user=DhtAFkwAAAAJ&citation_for_view=DhtAFkwAAAAJ:ALROH1vI_8AC) <strong><span class='show_paper_citations' data='DhtAFkwAAAAJ:ALROH1vI_8AC'></span></strong>
- Lorem ipsum dolor sit amet, consectetur adipiscing elit. Vivamus ornare aliquet ipsum, ac tempus justo dapibus sit amet.
</div>
</div>
- ``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.


# πŸ‘¨β€πŸ’» Open-Source Projects
- [PiXiu: Instruct-tuning Large Language Models with Chinese Financial Knowledge Graph](https://github.com/GasolSun36/pixiu/blob/main/README.md)

- [Lorem ipsum dolor sit amet, consectetur adipiscing elit. Vivamus ornare aliquet ipsum, ac tempus justo dapibus sit amet](https://github.com), A, B, C, **CVPR 2020**

# πŸŽ– Honors and Awards
- *2021.10* Lorem ipsum dolor sit amet, consectetur adipiscing elit. Vivamus ornare aliquet ipsum, ac tempus justo dapibus sit amet.
- *2021.09* Lorem ipsum dolor sit amet, consectetur adipiscing elit. Vivamus ornare aliquet ipsum, ac tempus justo dapibus sit amet.
- 2022.11 [FinQA Competition Leaderboard](https://codalab.lisn.upsaclay.fr/competitions/4138) **Rank 1**
- 2022.11 [ConvFinQA Competition Leaderboard](https://codalab.lisn.upsaclay.fr/competitions/8582) **Rank 1**

# πŸ“– Educations
- *2019.06 - 2022.04 (now)*, Lorem ipsum dolor sit amet, consectetur adipiscing elit. Vivamus ornare aliquet ipsum, ac tempus justo dapibus sit amet.
- *2015.09 - 2019.06*, Lorem ipsum dolor sit amet, consectetur adipiscing elit. Vivamus ornare aliquet ipsum, ac tempus justo dapibus sit amet.
- *2021.09 - 2024.06*, M.S. in Computer Science, Xiamen University
- *2017.09 - 2021.06*, B.S. in Computer Science, Shandong University.

# πŸ’ Volunteer
- Conference Reviewer: ARR, ACL, EMNLP, ACMM, TKDE, ICLR
- *2022.09 - 2023.03*, Object Oriented Programming (2022 Fall) **Teaching Assistant**



# πŸ’» 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

# πŸ’¬ Invited Talks
- *2021.06*, Lorem ipsum dolor sit amet, consectetur adipiscing elit. Vivamus ornare aliquet ipsum, ac tempus justo dapibus sit amet.
- *2021.03*, Lorem ipsum dolor sit amet, consectetur adipiscing elit. Vivamus ornare aliquet ipsum, ac tempus justo dapibus sit amet. \| [\[video\]](https://github.com/)
- 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](https://www.bilibili.com/video/BV1Hs421T7JD/?spm_id_from=333.999.0.0)). 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 πŸ–₯️, and I rank in the top 2.4% on the Chinese server in the game League of Legends, which puts me among approximately **ten million** players.
- If you have similar interests or would like to connect with me, feel free to email me anytime!

# πŸ’» Internships
- *2019.05 - 2020.02*, [Lorem](https://github.com/), China.

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