Graph Computation and Machine Learning (GCOM) Group

non-profit

https://sites.google.com/view/panli-purdue/group

AI & ML interests

None defined yet.

Recent Activity

Frinkleko submitted a paper about 4 hours ago

SEAD: A State-Based Perspective on Attack and Defense in Tool-Using Agents

Frinkleko authored a paper 6 days ago

Verifiable Hidden Dynamics Play: Generating Agentic RL Environments from Solved Mechanisms

HarrisYin authored a paper 18 days ago

Equivariant and Stable Positional Encoding for More Powerful Graph Neural Networks

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Papers

One Turn Too Late: Response-Aware Defense Against Hidden Malicious Intent in Multi-Turn Dialogue

Measuring Physical-World Privacy Awareness of Large Language Models: An Evaluation Benchmark

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submitted a paper to Daily Papers about 4 hours ago

SEAD: A State-Based Perspective on Attack and Defense in Tool-Using Agents

Paper • 2609.34518 • Published 3 days ago • 1

authored a paper 6 days ago

Verifiable Hidden Dynamics Play: Generating Agentic RL Environments from Solved Mechanisms

Paper • 2609.27321 • Published 8 days ago • 22

authored 6 papers 18 days ago

Equivariant and Stable Positional Encoding for More Powerful Graph Neural Networks

Paper • 2203.00199 • Published Jun 22, 2022

Algorithm and System Co-design for Efficient Subgraph-based Graph Representation Learning

Paper • 2202.13538 • Published Jul 18, 2022

SUREL+: Moving from Walks to Sets for Scalable Subgraph-based Graph Representation Learning

Paper • 2303.03379 • Published Dec 27, 2023

Learning Scalable Structural Representations for Link Prediction with Bloom Signatures

Paper • 2312.16784 • Published Dec 28, 2023

Privately Learning from Graphs with Applications in Fine-tuning Large Language Models

Paper • 2410.08299 • Published Sep 16, 2025

Differentially Private Relational Learning with Entity-level Privacy Guarantees

Paper • 2506.08347 • Published Feb 3

authored a paper 18 days ago

AcFlow: Controlling Text-to-Image Diffusion Transformers via Learned Conditional Activation Flow

Paper • 2609.10723 • Published 22 days ago

authored 2 papers 18 days ago

Do LLMs Really Forget? Evaluating Unlearning with Knowledge Correlation and Confidence Awareness

Paper • 2506.05735 • Published Oct 22, 2025

Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting

Paper • 1709.04875 • Published Sep 14, 2017

in Graph-COM/MTID 23 days ago

fix meta_intent

#3 opened 23 days ago by

updated a model 27 days ago

Graph-COM/Parallel-Synthesis-qwen3-14B

Updated 27 days ago

published a model 27 days ago

Graph-COM/Parallel-Synthesis-qwen3-14B

Updated 27 days ago

authored a paper 28 days ago

E-Commerce Bench: Evaluating LLM Agents on Long-Horizon Autonomous Business Operation

Paper • 2608.30730 • Published about 1 month ago • 18

submitted a paper to Daily Papers 28 days ago

E-Commerce Bench: Evaluating LLM Agents on Long-Horizon Autonomous Business Operation

Paper • 2608.30730 • Published about 1 month ago • 18

published a model 2 months ago

Graph-COM/adaptive-qwen3-0.6b-tool-result-router-r4-step600

Text Classification • Updated Jul 24

updated a model 2 months ago

Graph-COM/adaptive-qwen3-0.6b-tool-result-router-r4-step600

Text Classification • Updated Jul 24

updated a dataset 3 months ago

Graph-COM/KVEraser

Viewer • Updated Jul 11 • 2.4k • 146

published a dataset 3 months ago

Graph-COM/KVEraser

Viewer • Updated Jul 11 • 2.4k • 146