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57.41/100

前 5.5%

全站排名 #3,560

发表论文11 篇

平均评分5.1

年均产出3.7 篇/年

Yifan Sun

PhD student@University of Illinois at Urbana-Champaign·美国·OpenReview

研究方向

RL Fine-tuning for LLMs · LLM Evaluation · Trustworthy Machine Learning · Data-centric Machine Learning · Machine Learning

When Reasoning Meets Its Laws

ICLR 2026Rejected

Influence-Preserving Proxies for Gradient-Based Data Selection in LLM FineTuning

ICLR 2026Poster

Alignment from Ranking and Rating Information

ICLR 2026Rejected

Learning a Zeroth-Order Optimizer for Fine-Tuning LLMs

ICLR 2026Rejected

Improving Data Efficiency for LLM Reinforcement Fine-tuning Through Difficulty-targeted Online Data Selection and Rollout Replay

NeurIPS 2025Poster

The Emperor's New Clothes in Benchmarking? A Rigorous Examination of Mitigation Strategies for LLM Benchmark Data Contamination

ICML 2025Poster

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

ICLR 2025Rejected

AutoScale: Scale-Aware Data Mixing for Pre-Training LLMs

COLM 2025Poster

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

ICLR 2025Rejected

合作者 (20)

博士导师5 篇