Manling Li

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upvoted a paper 20 days ago

SteerAct: Unlocking Action Models through Few-Shot Temporal Steering

Paper • 2610.25632 • Published 22 days ago • 13

upvoted a paper 24 days ago

Realtime-Bench: Can Frontier Models Solve Real-time Interactive Problems?

Paper • 2610.22155 • Published 26 days ago • 3

upvoted a paper 26 days ago

WOVEN: Weaving Visual World Modeling into Multimodal LLMs

Paper • 2610.12417 • Published Oct 8 • 9

upvoted 2 papers 7 months ago

Think in Strokes, Not Pixels: Process-Driven Image Generation via Interleaved Reasoning

Paper • 2604.04746 • Published Apr 8 • 72

RAGEN-2: Reasoning Collapse in Agentic RL

Paper • 2604.06268 • Published Apr 7 • 69

upvoted a paper 9 months ago

Theory of Space: Can Foundation Models Construct Spatial Beliefs through Active Exploration?

Paper • 2602.07055 • Published Feb 4 • 23

upvoted 4 papers over 1 year ago

Spatial Mental Modeling from Limited Views

Paper • 2506.21458 • Published Jun 26, 2025 • 14

RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning

Paper • 2504.20073 • Published Apr 24, 2025 • 12

ToolRL: Reward is All Tool Learning Needs

Paper • 2504.13958 • Published Apr 16, 2025 • 49

EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents

Paper • 2502.09560 • Published Feb 13, 2025 • 34