Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents Paper • 2605.30621 • Published May 28 • 22
From Seeing to Thinking: Decoupling Perception and Reasoning Improves Post-Training of Vision-Language Models Paper • 2605.20177 • Published May 19 • 10
ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Paper • 2605.20176 • Published May 19 • 12
m1: Unleash the Potential of Test-Time Scaling for Medical Reasoning with Large Language Models Paper • 2504.00869 • Published Apr 1, 2025 • 10
From Seeing to Thinking: Decoupling Perception and Reasoning Improves Post-Training of Vision-Language Models Paper • 2605.20177 • Published May 19 • 10
ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning Paper • 2605.20176 • Published May 19 • 12
TUNA: Taming Unified Visual Representations for Native Unified Multimodal Models Paper • 2512.02014 • Published Dec 1, 2025 • 78
OneStory: Coherent Multi-Shot Video Generation with Adaptive Memory Paper • 2512.07802 • Published Dec 8, 2025 • 47
VecGlypher: Unified Vector Glyph Generation with Language Models Paper • 2602.21461 • Published Feb 25 • 12
VecGlypher: Unified Vector Glyph Generation with Language Models Paper • 2602.21461 • Published Feb 25 • 12
MedVLThinker: Simple Baselines for Multimodal Medical Reasoning Paper • 2508.02669 • Published Aug 4, 2025
MedVLSynther: Synthesizing High-Quality Visual Question Answering from Medical Documents with Generator-Verifier LMMs Paper • 2510.25867 • Published Oct 29, 2025 • 7