Graph Computation and Machine Learning (GCOM) Group

non-profit

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

AI & ML interests

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Recent Activity

Frinkleko updated a dataset about 9 hours ago

Frinkleko new activity 4 days ago

Graph-COM/MTID:Add task category to metadata

Frinkleko updated a model 4 days ago

Graph-COM/TurnGate-0.1

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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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updated a dataset about 9 hours ago

Graph-COM/MTID

Viewer • Updated about 9 hours ago • 16k • 91

in Graph-COM/MTID 4 days ago

Add task category to metadata

#1 opened 4 days ago by

updated a model 4 days ago

Graph-COM/TurnGate-0.1

Updated 4 days ago

authored 3 papers 4 days ago

Beyond Steering Vector: Flow-based Activation Steering for Inference-Time Intervention

Paper • 2605.05892 • Published 11 days ago • 1

How Far Are VLMs from Privacy Awareness in the Physical World? An Empirical Study

Paper • 2605.05340 • Published 10 days ago • 1

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

Paper • 2605.05630 • Published 6 days ago • 11

published a model 4 days ago

Graph-COM/TurnGate-0.1

Updated 4 days ago

published a dataset 4 days ago

Graph-COM/MTID

Viewer • Updated about 9 hours ago • 16k • 91

submitted a paper to Daily Papers 4 days ago

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

Paper • 2605.05630 • Published 6 days ago • 11

updated 2 datasets 4 months ago

Graph-COM/Text-Attributed-Graphs

Preview • Updated Jan 11 • 4.19k • 4

Graph-COM/GraphKV

Updated Jan 11 • 327 • 1

authored a paper 4 months ago

The Trojan Knowledge: Bypassing Commercial LLM Guardrails via Harmless Prompt Weaving and Adaptive Tree Search

Paper • 2512.01353 • Published Dec 1, 2025 • 2

authored a paper 7 months ago

Haystack Engineering: Context Engineering for Heterogeneous and Agentic Long-Context Evaluation

Paper • 2510.07414 • Published Oct 8, 2025 • 3

updated a dataset 7 months ago

Graph-COM/HaystackCraft

Preview • Updated Oct 16, 2025 • 582

authored a paper 7 months ago

Graph-KV: Breaking Sequence via Injecting Structural Biases into Large Language Models

Paper • 2506.07334 • Published Jun 9, 2025 • 1

authored a paper 7 months ago

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

Paper • 2510.02356 • Published Sep 27, 2025 • 11

authored a paper 7 months ago

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

Paper • 2510.02356 • Published Sep 27, 2025 • 11

published a dataset 7 months ago

Graph-COM/EAPrivacy

Preview • Updated Oct 15, 2025 • 87

updated a dataset 7 months ago

Graph-COM/EAPrivacy

Preview • Updated Oct 15, 2025 • 87

published a dataset 7 months ago

Graph-COM/HaystackCraft

Preview • Updated Oct 16, 2025 • 582