Purdue University

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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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authored a paper about 2 months ago

RUBRIC-ARROW: Alternating Pointwise Rubric Reward Modeling for LLM Post-training in Non-verifiable Domains

Paper • 2605.29156 • Published May 27 • 14

updated a collection 2 months ago

Purdue LLM Paper List

A collection of LLM-related papers by Purdue researchers. Welcome to add your own. • 5 items • Updated May 13 • 4

submitted a paper to Daily Papers 2 months ago

Addressing Performance Saturation for LLM RL via Precise Entropy Curve Control

Paper • 2604.26326 • Published May 10 • 14

published a dataset 3 months ago

Purdue/HRGC_Pedestrian_Factor

Updated Apr 13 • 10

submitted 2 papers to Daily Papers 4 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

authored 3 papers 5 months ago

Active Symbolic Discovery of Ordinary Differential Equations via Phase Portrait Sketching

Paper • 2409.01416 • Published Sep 2, 2024

Solving Satisfiability Modulo Counting Exactly with Probabilistic Circuits

Paper • 2503.01009 • Published Mar 2, 2025

EGG-SR: Embedding Symbolic Equivalence into Symbolic Regression via Equality Graph

Paper • 2511.05849 • Published Nov 8, 2025

submitted a paper to Daily Papers 5 months ago

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

Paper • 2602.10458 • Published Feb 11

submitted a paper to Daily Papers 5 months ago

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

Paper • 2602.08503 • Published Feb 9 • 3

authored a paper 6 months ago

Look Back to Reason Forward: Revisitable Memory for Long-Context LLM Agents

Paper • 2509.23040 • Published Sep 27, 2025 • 12

authored a paper 6 months ago

Alternating Reinforcement Learning for Rubric-Based Reward Modeling in Non-Verifiable LLM Post-Training

Paper • 2602.01511 • Published Feb 2 • 15

authored a paper 8 months ago

AIonopedia: an LLM agent orchestrating multimodal learning for ionic liquid discovery

Paper • 2511.11257 • Published Nov 14, 2025 • 25

authored a paper 9 months ago

LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts

Paper • 2510.19363 • Published Oct 22, 2025 • 63

authored a paper 9 months ago

OpenRubrics: Towards Scalable Synthetic Rubric Generation for Reward Modeling and LLM Alignment

Paper • 2510.07743 • Published Oct 9, 2025 • 14