Purdue University

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Recent Activity

liangqiy submitted a paper about 2 months ago

Large Language Models over Networks: Collaborative Intelligence under Resource Constraints

liangqiy submitted a paper about 2 months ago

PAAC: Privacy-Aware Agentic Device-Cloud Collaboration

liangqiy authored a paper about 2 months ago

Federated Sketching LoRA: On-Device Collaborative Fine-Tuning of Large Language Models

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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

VILP: Imitation Learning with Latent Video Planning

Paper • 2502.01784 • Published Feb 3, 2025

updated a collection about 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 about 2 months ago

Addressing Performance Saturation for LLM RL via Precise Entropy Curve Control

Paper • 2604.26326 • Published May 10 • 14

authored a paper about 2 months ago

Learning Visual Feature-Based World Models via Residual Latent Action

Paper • 2605.07079 • Published May 8 • 5

authored 2 papers 2 months ago

Interfaze: The Future of AI is built on Task-Specific Small Models

Paper • 2602.04101 • Published Feb 4 • 4

The Structured Output Benchmark: A Multi-Source Benchmark for Evaluating Structured Output Quality in Large Language Models

Paper • 2604.25359 • Published Apr 28

published a dataset 3 months ago

Purdue/HRGC_Pedestrian_Factor

Updated Apr 13 • 7

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

submitted a paper to Daily Papers 4 months ago

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

Paper • 2602.10458 • Published Feb 11

authored 3 papers 10 months ago

Cascading and Proxy Membership Inference Attacks

Paper • 2507.21412 • Published Jul 29, 2025

Systematic Assessment of Tabular Data Synthesis Algorithms

Paper • 2402.06806 • Published Feb 9, 2024

Automated Profile Inference with Language Model Agents

Paper • 2505.12402 • Published May 18, 2025

updated a dataset 11 months ago

Purdue/UAV-Competition-Dataset

Updated Jul 26, 2025 • 12

authored a paper about 1 year ago

Beyond Visual Understanding: Introducing PARROT-360V for Vision Language Model Benchmarking

Paper • 2411.15201 • Published Nov 20, 2024

authored a paper about 1 year ago

On-Board Vision-Language Models for Personalized Autonomous Vehicle Motion Control: System Design and Real-World Validation

Paper • 2411.11913 • Published Nov 17, 2024