Data Mining and Information Systems Lab

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upvoted a paper 1 day ago

Breaking Failure Cascades: Step-Aware Reinforcement Learning for Medical Multimodal Reasoning

Paper • 2606.31825 • Published 5 days ago • 17

published a model 1 day ago

dmis-lab/Qwen3-VL-8B-Instruct-MRPO

Image-Text-to-Text • 770k • Updated 1 day ago • 6

updated a model 1 day ago

dmis-lab/Qwen3-VL-8B-Instruct-MRPO

Image-Text-to-Text • 770k • Updated 1 day ago • 6

published a model 1 day ago

dmis-lab/Qwen2.5-VL-7B-Instruct-MRPO

Image-Text-to-Text • 849k • Updated 1 day ago • 3

updated a model 1 day ago

dmis-lab/Qwen2.5-VL-7B-Instruct-MRPO

Image-Text-to-Text • 849k • Updated 1 day ago • 3

updated a collection 1 day ago

MRPO

Collection

This collection hosts MRPO series introduced in paper, Breaking Failure Cascades: Step-Aware Reinforcement Learning for Medical Multimodal Reasoning • 4 items • Updated 1 day ago

updated a collection 4 days ago

MRPO

Collection

This collection hosts MRPO series introduced in paper, Breaking Failure Cascades: Step-Aware Reinforcement Learning for Medical Multimodal Reasoning • 4 items • Updated 1 day ago

updated a dataset 26 days ago

dmis-lab/ToxReason

Viewer • Updated 26 days ago • 35.6k • 76

published a dataset 26 days ago

dmis-lab/ToxReason

Viewer • Updated 26 days ago • 35.6k • 76

upvoted 2 papers 2 months ago

ToxReason: A Benchmark for Mechanistic Chemical Toxicity Reasoning via Adverse Outcome Pathway

Paper • 2604.06264 • Published Apr 7 • 4

Learning from Negative Samples in Generative Biomedical Entity Linking

Paper • 2408.16493 • Published Aug 29, 2024 • 1

upvoted a paper 3 months ago

ASGuard: Activation-Scaling Guard to Mitigate Targeted Jailbreaking Attack

Paper • 2509.25843 • Published Apr 14 • 20

upvoted a paper 7 months ago

The Curious Case of Analogies: Investigating Analogical Reasoning in Large Language Models

Paper • 2511.20344 • Published Nov 25, 2025 • 14

upvoted a paper 9 months ago

Thinking Sparks!: Emergent Attention Heads in Reasoning Models During Post Training

Paper • 2509.25758 • Published Sep 30, 2025 • 25

upvoted a paper 11 months ago

HierSearch: A Hierarchical Enterprise Deep Search Framework Integrating Local and Web Searches

Paper • 2508.08088 • Published Aug 11, 2025 • 29