Junyu Zhang

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upvoted 3 papers 17 days ago

Turn-PPO: Turn-Level Advantage Estimation with PPO for Improved Multi-Turn RL in Agentic LLMs

Paper • 2512.17008 • Published 20 days ago • 10

Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers

Paper • 2512.17351 • Published 20 days ago • 25

When Reasoning Meets Its Laws

Paper • 2512.17901 • Published 19 days ago • 56

upvoted a paper 2 months ago

When Visualizing is the First Step to Reasoning: MIRA, a Benchmark for Visual Chain-of-Thought

Paper • 2511.02779 • Published Nov 4, 2025 • 58

upvoted 3 papers 7 months ago

Saffron-1: Towards an Inference Scaling Paradigm for LLM Safety Assurance

Paper • 2506.06444 • Published Jun 6, 2025 • 73

Leveraging Hyperbolic Embeddings for Coarse-to-Fine Robot Design

Paper • 2311.00462 • Published Nov 1, 2023 • 1

AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time

Paper • 2505.24863 • Published May 30, 2025 • 97

upvoted 2 papers 11 months ago

Symmetry-Aware Robot Design with Structured Subgroups

Paper • 2306.00036 • Published May 31, 2023 • 2

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

Paper • 2502.09560 • Published Feb 13, 2025 • 35

upvoted a paper about 1 year ago

DynaMath: A Dynamic Visual Benchmark for Evaluating Mathematical Reasoning Robustness of Vision Language Models

Paper • 2411.00836 • Published Oct 29, 2024 • 15