Yifan Sun

Affiliations:

University of Illinois at Urbana-Champaign, IL, USA
Tsinghua University, Department of Management Science and Engineering, Beijing, China (former)
Columbia University, Department of Industrial Engineering and Operations Research, NY, USA (former)

According to our database¹, Yifan Sun authored at least 8 papers between 2022 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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Bibliography

2024

SVIP: Towards Verifiable Inference of Open-source Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

AutoScale: Automatic Prediction of Compute-optimal Data Composition for Training LLMs.

[BibT_eX]

[DOI]

CoRR, 2024

MMA-RNN: A multi-level multi-task attention-based recurrent neural network for discrimination and localization of atrial fibrillation.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2024

2D-OOB: Attributing Data Contribution Through Joint Valuation Framework.

[BibT_eX]

[DOI]

Yifan Sun

Jingyan Shen

Yongchan Kwon

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Get more for less: Principled Data Selection for Warming Up Fine-Tuning in LLMs.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Data Acquisition: A New Frontier in Data-centric AI.

[BibT_eX]

[DOI]

CoRR, 2023

Detecting Eye Disease Using Vision Transformers Informed by Ophthalmology Resident Gaze Data.

[BibT_eX]

[DOI]

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

SRCN3D: Sparse R-CNN 3D Surround-View Camera Object Detection and Tracking for Autonomous Driving.

[BibT_eX]

[DOI]

CoRR, 2022

Yifan Sun

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