Thinking by Doing: Building Efficient World Model Reasoning in LLMs via Multi-turn Interaction Paper • 2511.23476 • Published Nov 28, 2025
PaCoRe: Learning to Scale Test-Time Compute with Parallel Coordinated Reasoning Paper • 2601.05593 • Published 16 days ago • 79
PaCoRe: Learning to Scale Test-Time Compute with Parallel Coordinated Reasoning Paper • 2601.05593 • Published 16 days ago • 79
InfoAgent: Advancing Autonomous Information-Seeking Agents Paper • 2509.25189 • Published Sep 29, 2025 • 12
Expanding Language-Image Pretrained Models for General Video Recognition Paper • 2208.02816 • Published Aug 4, 2022
Enhancing Visual Continual Learning with Language-Guided Supervision Paper • 2403.16124 • Published Mar 24, 2024
Practical Continual Forgetting for Pre-trained Vision Models Paper • 2501.09705 • Published Jan 16, 2025 • 1
R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation Paper • 2505.02018 • Published May 4, 2025 • 3
Hunyuan-TurboS: Advancing Large Language Models through Mamba-Transformer Synergy and Adaptive Chain-of-Thought Paper • 2505.15431 • Published May 21, 2025 • 1
R-4B: Incentivizing General-Purpose Auto-Thinking Capability in MLLMs via Bi-Mode Annealing and Reinforce Learning Paper • 2508.21113 • Published Aug 28, 2025 • 110
Phi-Ground Tech Report: Advancing Perception in GUI Grounding Paper • 2507.23779 • Published Jul 31, 2025 • 45
Open Vision Reasoner: Transferring Linguistic Cognitive Behavior for Visual Reasoning Paper • 2507.05255 • Published Jul 7, 2025 • 75
Open-Reasoner-Zero: An Open Source Approach to Scaling Up Reinforcement Learning on the Base Model Paper • 2503.24290 • Published Mar 31, 2025 • 62
LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL Paper • 2503.07536 • Published Mar 10, 2025 • 88