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lblaoke updated a collection 11 days ago

Purdue LLM Paper List

lblaoke updated a collection 11 days ago

Purdue LLM Paper List

lblaoke updated a collection 11 days ago

Purdue LLM Paper List

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Papers

Addressing Performance Saturation for LLM RL via Precise Entropy Curve Control

Operator Learning Using Weak Supervision from Walk-on-Spheres

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updated a collection 11 days ago

Purdue LLM Paper List

A collection of LLM-related papers by Purdue researchers. Welcome to add your own. • 5 items • Updated 11 days ago • 1

submitted a paper to Daily Papers 11 days ago

Addressing Performance Saturation for LLM RL via Precise Entropy Curve Control

Paper • 2604.26326 • Published 14 days ago • 14

published a dataset about 1 month ago

Purdue/HRGC_Pedestrian_Factor

Updated Apr 13 • 7

authored 2 papers about 2 months ago

PACE: Physics Augmentation for Coordinated End-to-end Reinforcement Learning toward Versatile Humanoid Table Tennis

Paper • 2509.21690 • Published Mar 21

Leveraging Perturbation Robustness to Enhance Out-of-Distribution Detection

Paper • 2503.18784 • Published Mar 24, 2025

submitted 2 papers to Daily Papers 3 months ago

Operator Learning Using Weak Supervision from Walk-on-Spheres

Paper • 2603.01193 • Published Mar 1 • 2

Physics Informed Viscous Value Representations

Paper • 2602.23280 • Published Feb 26 • 1

submitted a paper to Daily Papers 3 months ago

Found-RL: foundation model-enhanced reinforcement learning for autonomous driving

Paper • 2602.10458 • Published Feb 11

submitted a paper to Daily Papers 3 months ago

Learning Self-Correction in Vision-Language Models via Rollout Augmentation

Paper • 2602.08503 • Published Feb 9 • 3

authored a paper 10 months ago

SafeWork-R1: Coevolving Safety and Intelligence under the AI-45$^{\circ}$ Law

Paper • 2507.18576 • Published Jul 24, 2025 • 10

updated a dataset 10 months ago

Purdue/UAV-Competition-Dataset

Updated Jul 26, 2025 • 44

authored 3 papers 12 months ago

Rethinking Bottlenecks in Safety Fine-Tuning of Vision Language Models

Paper • 2501.18533 • Published Jan 30, 2025 • 1

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

Paper • 2410.06625 • Published Oct 9, 2024 • 1

Sherlock: Self-Correcting Reasoning in Vision-Language Models

Paper • 2505.22651 • Published May 28, 2025 • 47

authored 2 papers about 2 years ago

Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions

Paper • 2310.18780 • Published Oct 28, 2023 • 3

How to Train Your HiPPO: State Space Models with Generalized Orthogonal Basis Projections

Paper • 2206.12037 • Published Jun 24, 2022