๐ About Me
Hi! I am Jiajun Tan๏ผ่ฐญๅฎถไฟ๏ผ, a third-year PhD student at Institute of Computing Technology, Chinese Academy of Sciences, supervised by Prof. Huawei Shen and Prof. Fei Sun. My current research interests include machine unlearning and knowledge manipulating in LLMs. Before joining ICT, I received my bachelorโs degree from Institute of Artificial Intelligence, Beihang University in 2022.
๐ Educations
- 2022.09 - Present, Msc & PhD (Successive) in Computer Science and Technology, Institute of Computing Technology, Chinese Academy of Sciences.
- 2018.09 - 2022.06, Bsc in Artificial Intelligence, Beihang University.
๐ Publications
Unlink to Unlearn: Simplifying Edge Unlearning in GNNs
Jiajun Tan, Fei Sun, Ruichen Qiu, Du Su, Huawei Shen
The 2024 ACM Web Conference, Singapore
The Mirage of Model Editing: Revisiting Evaluation in the Wild
Wanli Yang, Fei Sun, Jiajun Tan, Xinyu Ma, Qi Cao, Dawei Yin, Huawei Shen, Xueqi Cheng
The 63rd Annual Meeting of the Association for Computational Linguistics, Vienna, Austria
The Fall of ROME: Understanding the Collapse of LLMs in Model Editing
Wanli Yang, Fei Sun, Jiajun Tan, Xinyu Ma, Du Su, Dawei Yin, Huawei Shen
The 2024 Conference on Empirical Methods in Natural Language Processing, Miami, FL, USA
Curvature Graph Generative Adversarial Networks
Jianxin Li, Xingcheng Fu, Qingyun Sun, Cheng Ji, Jiajun Tan, Jia Wu, Hao Peng
The 2022 ACM Web Conference, Lyon, France
ACE-HGNN: Adaptive Curvature Exploration Hyperbolic Graph Neural Network
Xingcheng Fu, Jianxin Li, Jia Wu, Qingyun Sun, Cheng Ji, Senzhang Wang, Jiajun Tan, Hao Peng, Philip S. Yu
2021 IEEE International Conference on Data Mining, Auckland, New Zealand (Best paper candidate)
๐ค Services
- Journal Reviewer: ACM Computing Surveys (CSUR), IEEE Transactions on Artificial Intelligence (TAI).
- Teaching Assistant: Advanced Artificial Intelligence, UCAS 2023 Fall.
๐ป Internships
- 2021.11 - 2022.06,
Tencent SEC BigData Lab, Beijing.
๐ Honors and Awards
- 2024.11, National Scholarship, Ministry of Education of P.R.China.
- 2021.10, National Scholarship, Ministry of Education of P.R.China.
- 2022.06, Outstanding Graduate of Beijing Municipality, Beijing Municipal Education Commission.