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Bolian Li's picture

Bolian Li

lblaoke
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AmberYifan's profile picture
·
https://lblaoke.github.io/
  • lblaoke
  • lblaoke
  • bolian-li-554001297

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Purdue University's profile picture Tianjin University's profile picture

upvoted 4 papers 2 months ago

More is Less: The Pitfalls of Multi-Model Synthetic Preference Data in DPO Safety Alignment

Paper • 2504.02193 • Published Apr 3, 2025 • 1

ETA: Evaluating Then Aligning Safety of Vision Language Models at Inference Time

Paper • 2410.06625 • Published Oct 9, 2024 • 1

DRIFT: Learning from Abundant User Dissatisfaction in Real-World Preference Learning

Paper • 2510.02341 • Published Sep 27, 2025 • 4

Cascade Reward Sampling for Efficient Decoding-Time Alignment

Paper • 2406.16306 • Published Jun 24, 2024 • 1
upvoted a collection 2 months ago

Purdue LLM Paper List

Collection
A collection of LLM-related papers by Purdue researchers. Welcome to add your own. • 5 items • Updated May 13 • 4
upvoted a paper 2 months ago

Addressing Performance Saturation for LLM RL via Precise Entropy Curve Control

Paper • 2604.26326 • Published May 10 • 14
upvoted a paper 9 months ago

Hybrid Reinforcement: When Reward Is Sparse, It's Better to Be Dense

Paper • 2510.07242 • Published Oct 8, 2025 • 30
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