Yifang Chen
Scholar

Yifang Chen

Google Scholar ID: 77VjuHAAAAAJ
Microsoft GenAI
interactive learningrepresentation learningdata selection
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Citations & Impact
All-time
Citations
719
 
H-index
13
 
i10-index
15
 
Publications
20
 
Co-authors
11
list available
Contact
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Publications
20 items
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
  • [NeurIPS 2024] CLIPLoss and Norm-Based Data Selection Methods for Multimodal Contrastive Learning (Spotlight).
  • [ACL Findings 2024] Experimental Design Framework for Label-Efficient Supervised Finetuning of Large Language Models.
  • [Journal of DMLR] LabelBench: A Comprehensive Framework for Benchmarking Label-Efficient Learning.
  • [ICML 2022] Active Multi-Task Representation Learning.
  • [ICML 2022] First-Order Regret in Reinforcement Learning with Linear Function Approximation: A Robust Estimation Approach (Long presentation).
  • [ICML 2021] Improved corruption robust algorithms for episodic reinforcement learning.
  • [COLT 2019] A new algorithm for non-stationary contextual bandits: Efficient, optimal and parameter-free.
Co-authors
11 total
Simon Shaolei Du
Simon Shaolei Du
Associate Professor, School of Computer Science and Engineering, University of Washington
Kevin Jamieson
Kevin Jamieson
Associate Professor, University of Washington
Haipeng Luo
Haipeng Luo
Associate Professor, University of Southern California
Chen-Yu Wei
Chen-Yu Wei
Assistant Professor, University of Virginia
Andrew Wagenmaker
Andrew Wagenmaker
University of California, Berkeley
Yiping Wang
Yiping Wang
CS PhD, University of Washington
Robert D Nowak
Robert D Nowak
Keith and Jane Morgan Nosbusch Professor in ECE, Grace Wahba Professor of Data Science
Jifan Zhang
Jifan Zhang
University of Wisconsin-Madison