Hi! Welcome to Shen Yuan’s homepage!
I am a Ph.D. student at the Gaoling School of Artificial Intelligence, Renmin University of China (2021-Present), under the supervision of Prof. Hongteng Xu.
I received my undergraduate degree from the School of Computer Science and Engineering, University of Electronic Science and Technology of China.
My research interests include large language models architecture design, parameter-efficient fine-tuning and efficient Transformers.
🔥 News
- 2024.09: 🎉 One paper is accepted by NeurIPS 2024
📝 Publications
- Bridging The Gap between Low-rank and Orthogonal Adaptation via Householder Reflection Adaptation
- Shen Yuan, Haotian Liu, Hongteng Xu
- The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024), Spotlight
- MMPolymer: A Multimodal Multitask Pretraining Framework for Polymer Property Prediction.
- Fanmeng Wang, Wentao Guo, Minjie Cheng, Shen Yuan, Hongteng Xu, Zhifeng Gao
- Proceedings of the 33rd ACM International Conference on Information and Knowledge Management (CIKM 2024)
- Hierarchical Contrastive Learning for Temporal Point Processes
- Qingmei Wang, Minjie Cheng, Shen Yuan, Hongteng Xu
- AAAI Conference on Artificial Intelligence (AAAI 2023)
- Self-organized Hawkes Processes
- Shen Yuan, Hongteng Xu
- Artificial Intelligence: First CAAI International Conference (CICAI 2021)
🎖 Honors and Awards
- 2024.10 Third Prize of Renmin University of China Scholarship
- 2024.09 Merit Student of Renmin University of China
📖 Educations
- 2021.09 - present, Gaoling School of Artificial Intelligence, Renmin University of China, Beijing, China
- 2017.09 - 2021.06, School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China
💻 Internships
- 2023.07 - 2024.02, BioMap, Beijing, China
- 2022.02 - 2022.08, Tencent AI Lab, Shenzhen, China