Hi, I am Yi Su (苏仪), a second-year graduate student supervised by Assoc. Prof. Juntao Li and Prof. Min Zhang at Soochow University.
Before this, I received my Bachelor’s degree (2019-2023, computer science) from Soochow University.
At present, I am working as a research intern at Tencent AI Lab.
My research interest includes Natural Language Processing (NLP), Large Language Models (LLM).
The future belongs to those who believe in the beauty of their dreams.
🔥 News
- 2025.05: 🎉🎉 One paper is accepted by ACL2025, see you in Vienna!
- 2025.03: 🎉🎉 Introducing our new paper, extending RLVR to general domains!
- 2024.11: 🎉🎉 One paper is accepted by TACL!
- 2024.05: 🎉🎉 Releasing our new pretrained model: OpenBA-V2!
- 2024.05: 🎉🎉 One paper is accepted by ACL2024!
- 2023.10: 🎉🎉 One paper is accepted by EMNLP2023!
📝 Publications
Arxiv 23.04 Test-Time Adaptation with Perturbation Consistency Learning
Yi Su, Yixin Ji, Juntao Li, Hai Ye, Min Zhang
EMNLP2023 Beware of Model Collapse! Fast and Stable Test-time Adaptation for Robust Question Answering
Yi Su, Yixin Ji, Juntao Li, Hai Ye, Min Zhang
Arxiv24.05 OpenBA-V2: Reaching 77.3% High Compression Ratio with Fast Multi-Stage Pruning
Dan Qiao*, Yi Su* , Pinzheng Wang*, Jing Ye, WenJing Xie, Yuechi Zhou, Yuyang Ding, Zecheng Tang, Jikai Wang, Yixin Ji, Yue Wang, Pei Guo, Zechen Sun, Zikang Zhang, Juntao Li, Pingfu Chao, Wenliang Chen, Guohong Fu, Guodong Zhou, Qiaoming Zhu, Min Zhang
ACL2024 Demonstration Augmentation for Zero-shot In-context Learning
Yi Su, Yunpeng Tai, Yixin Ji, Juntao Li, Bowen Yan, Min Zhang
TACL OPT-Tree: Speculative Decoding with Adaptive Draft Tree Structure
Jikai Wang*, Yi Su*, Juntao Li, Qingrong Xia, Zi Ye, Xinyu Duan, Zhefeng Wang, Min Zhang
Arxiv 25.03 Expanding RL with Verifiable Rewards Across Diverse Domains
Yi Su, Dian Yu, Linfeng Song, Juntao Li, Haitao Mi, Zhaopeng Tu, Min Zhang, Dong Yu
ACL2025 Accurate KV Cache Quantization with Outlier Tokens Tracing
Yi Su, Yuechi Zhou, Quantong Qiu, Juntao Li, Qingrong Xia, Ping Li, Xinyu Duan, Zhefeng Wang, Min Zhang
🗞️ Projects
- Pretraining of OpenBA-V2 (Soochow University)
- Develop the SFT code of LLaMA-2 and OpenBA-V2 in Chinese AI chips Teco T100 (Tecorigin)
- Generation Acceleration of Large Language Models (Huawei Cloud)
- CCF-Tencent Rhino Bird Fund (CCF and Tencent)
🎖 Honors and Awards
- Soochow University National Scholarship for Graduate Students
- Soochow University Graduate Outstanding Scholarship
- Soochow University Diligence and Encouragement Scholarship
- Soochow University Excellent Graduation Thesis for Undergraduate Students
- Soochow University Outstanding Graduate Student
- Champion of Huawei Shengsi Model Development Challenge Competition
📖 Educations
- 2019.09 - 2023.06, Bachelor, Institute of Computer Science and Technology, Soochow University, Suzhou.
- 2023.06 - current, Second-year Master, Artificial Intelligence Research Institute, Soochow University, Suzhou.
💻 Internships
- 2024.08 - 2024.11, Huawei Cloud System AI Innovation Lab, China.
- 2024.11 - current, Tencent AI Lab, China.