SRCN3D: Sparse R-CNN 3D Surround-View Camera Object Detection and Tracking for Autonomous Driving. - Yining Shi 002; Jingyan Shen; Yifan Sun 010; Yunlong Wang 009; Jiaxin Li; Shiqi Sun; Kun Jiang 002; Diange Yang (CoRR, 2022)

Detecting Eye Disease Using Vision Transformers Informed by Ophthalmology Resident Gaze Data. - Shubham Kaushal; Yifan Sun 010; Ryan Zukerman; Royce W. S. Chen; Kaveri A. Thakoor (EMBC, 2023)

Data Acquisition: A New Frontier in Data-centric AI. - Lingjiao Chen; Bilge Acun; Newsha Ardalani; Yifan Sun 010; Feiyang Kang; Hanrui Lyu; Yongchan Kwon; Ruoxi Jia 001; Carole-Jean Wu; Matei Zaharia; James Zou 001 (CoRR, 2023)

Get more for less: Principled Data Selection for Warming Up Fine-Tuning in LLMs. - Feiyang Kang; Hoang Anh Just; Yifan Sun 010; Himanshu Jahagirdar; Yuanzhi Zhang; Rongxing Du; Anit Kumar Sahu; Ruoxi Jia 001 (ICLR, 2024)

2D-OOB: Attributing Data Contribution Through Joint Valuation Framework. - Yifan Sun 010; Jingyan Shen; Yongchan Kwon (NeurIPS, 2024)

MMA-RNN: A multi-level multi-task attention-based recurrent neural network for discrimination and localization of atrial fibrillation. - Yifan Sun 010; Jingyan Shen; Yunfan Jiang 002; Zhaohui Huang; Minsheng Hao; Xuegong Zhang (Biomed. Signal Process. Control., 2024)

AutoScale: Automatic Prediction of Compute-optimal Data Composition for Training LLMs. - Feiyang Kang; Yifan Sun 010; Bingbing Wen; Si Chen 008; Dawn Song; Rafid Mahmood; Ruoxi Jia 001 (CoRR, 2024)

SVIP: Towards Verifiable Inference of Open-source Large Language Models. - Yifan Sun 010; Yuhang Li; Yue Zhang; Yuchen Jin; Huan Zhang (CoRR, 2024)