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ORCIDYifan Sun 0010
Person information
- affiliation: University of Illinois at Urbana-Champaign, IL, USA
- affiliation (former): Tsinghua University, Department of Management Science and Engineering, Beijing, China
- affiliation (former): Columbia University, Department of Industrial Engineering and Operations Research, NY, USA
Other persons with the same name
- Yifan Sun (aka: Yi-Fan Sun) — disambiguation page
- Yifan Sun 0001
![[0000-0003-2475-3843]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0003-2475-3843")
— Stony Brook University, NY, USA (and 2 more) - Yifan Sun 0002 — William & Mary, Williamsburg, Virginia, USA (and 1 more)
- Yifan Sun 0003 — Baidu Research, China (and 2 more)
- Yifan Sun 0004 — Hefei University of Technology, Hefei, China
- Yifan Sun 0005 — Soochow University, Suzhou, China
- Yifan Sun 0006 — Army Engineering University of PLA, Nanjing, China
- Yifan Sun 0007 — University of Texas at Austin, TX, USA
- Yifan Sun 0008 — PLA Information Engineering University, Zhengzhou, China
- Yifan Sun 0009 — Carnegie Mellon University, PA, USA
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2020 – today
- 2024
[j1]Yifan Sun, Jingyan Shen, Yunfan Jiang, Zhaohui Huang, Minsheng Hao, Xuegong Zhang:
MMA-RNN: A multi-level multi-task attention-based recurrent neural network for discrimination and localization of atrial fibrillation. Biomed. Signal Process. Control. 89: 105747 (2024)- [c3]Feiyang Kang, Hoang Anh Just, Yifan Sun, Himanshu Jahagirdar, Yuanzhi Zhang, Rongxing Du, Anit Kumar Sahu, Ruoxi Jia:
Get more for less: Principled Data Selection for Warming Up Fine-Tuning in LLMs. ICLR 2024 - [c2]Yifan Sun, Jingyan Shen, Yongchan Kwon:
2D-OOB: Attributing Data Contribution Through Joint Valuation Framework. NeurIPS 2024 - [i7]Feiyang Kang, Hoang Anh Just, Yifan Sun, Himanshu Jahagirdar, Yuanzhi Zhang, Rongxing Du, Anit Kumar Sahu, Ruoxi Jia:
Get more for less: Principled Data Selection for Warming Up Fine-Tuning in LLMs. CoRR abs/2405.02774 (2024) - [i6]Feiyang Kang, Yifan Sun, Bingbing Wen, Si Chen, Dawn Song, Rafid Mahmood, Ruoxi Jia:
AutoScale: Automatic Prediction of Compute-optimal Data Composition for Training LLMs. CoRR abs/2407.20177 (2024) - [i5]Yifan Sun, Jingyan Shen, Yongchan Kwon:
2D-OOB: Attributing Data Contribution through Joint Valuation Framework. CoRR abs/2408.03572 (2024) - [i4]Yifan Sun, Yuhang Li, Yue Zhang, Yuchen Jin, Huan Zhang:
SVIP: Towards Verifiable Inference of Open-source Large Language Models. CoRR abs/2410.22307 (2024) - 2023
- [c1]Shubham Kaushal, Yifan Sun, Ryan Zukerman, Royce W. S. Chen, Kaveri A. Thakoor:
Detecting Eye Disease Using Vision Transformers Informed by Ophthalmology Resident Gaze Data. EMBC 2023: 1-4 - [i3]Yifan Sun, Jingyan Shen, Yunfan Jiang, Zhaohui Huang, Minsheng Hao, Xuegong Zhang:
MMA-RNN: A Multi-level Multi-task Attention-based Recurrent Neural Network for Discrimination and Localization of Atrial Fibrillation. CoRR abs/2302.03731 (2023) - [i2]Lingjiao Chen, Bilge Acun, Newsha Ardalani, Yifan Sun, Feiyang Kang, Hanrui Lyu, Yongchan Kwon, Ruoxi Jia, Carole-Jean Wu, Matei Zaharia, James Zou:
Data Acquisition: A New Frontier in Data-centric AI. CoRR abs/2311.13712 (2023) - 2022
- [i1]Yining Shi, Jingyan Shen, Yifan Sun, Yunlong Wang, Jiaxin Li, Shiqi Sun, Kun Jiang, Diange Yang:
SRCN3D: Sparse R-CNN 3D Surround-View Camera Object Detection and Tracking for Autonomous Driving. CoRR abs/2206.14451 (2022)
Coauthor Index
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