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

ml1996 published a model 1 day ago

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

ml1996 updated a model 1 day ago

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

ml1996 updated a dataset 14 days ago

Graph-COM/KVEraser

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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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published a model 1 day ago

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

Text Classification • Updated 1 day ago

updated a model 1 day ago

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

Text Classification • Updated 1 day ago

updated a dataset 14 days ago

Graph-COM/KVEraser

Viewer • Updated 14 days ago • 2.4k • 64

published a dataset 15 days ago

Graph-COM/KVEraser

Viewer • Updated 14 days ago • 2.4k • 64

updated a dataset 2 months ago

Graph-COM/MTID

Viewer • Updated May 17 • 16k • 67 • 2

in Graph-COM/MTID 2 months ago

Add task category to metadata

#1 opened 2 months ago by

updated a model 2 months ago

Graph-COM/TurnGate-0.1

Updated May 13 • 1

authored 3 papers 2 months ago

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

Paper • 2605.05892 • Published May 7 • 1

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

Paper • 2605.05340 • Published May 8 • 2

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

Paper • 2605.05630 • Published May 12 • 12

published a model 2 months ago

Graph-COM/TurnGate-0.1

Updated May 13 • 1

published a dataset 2 months ago

Graph-COM/MTID

Viewer • Updated May 17 • 16k • 67 • 2

submitted a paper to Daily Papers 2 months ago

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

Paper • 2605.05630 • Published May 12 • 12

updated 2 datasets 7 months ago

Graph-COM/Text-Attributed-Graphs

Preview • Updated Jan 11 • 2.77k • 4

Graph-COM/GraphKV

Updated Jan 11 • 51 • 1

authored a paper 7 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 9 months ago

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

Paper • 2510.07414 • Published Oct 8, 2025 • 3

updated a dataset 9 months ago

Graph-COM/HaystackCraft

Preview • Updated Oct 16, 2025 • 127

authored a paper 9 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 9 months ago

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

Paper • 2510.02356 • Published Sep 27, 2025 • 11