Zhicheng YANG

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upvoted a paper 21 days ago

Attention Amnesia in Hybrid LLMs: When CoT Fine-Tuning Breaks Long-Range Recall, and How to Fix It

Paper • 2606.11052 • Published 22 days ago • 16

upvoted a paper about 1 month ago

EnvFactory: Scaling Tool-Use Agents via Executable Environments Synthesis and Robust RL

Paper • 2605.18703 • Published May 18 • 50

upvoted a paper about 2 months ago

X2SAM: Any Segmentation in Images and Videos

Paper • 2605.00891 • Published Apr 27 • 25

upvoted a collection 2 months ago

Acccordion-Thinking

Collection

Accordion-Thinking: Self-Regulated Step Summaries for Efficient and Readable LLM Reasoning (https://arxiv.org/abs/2602.03249) • 5 items • Updated Apr 10 • 1

upvoted 3 papers 4 months ago

ViewFusion: Structured Spatial Thinking Chains for Multi-View Reasoning

Paper • 2603.06024 • Published Mar 6 • 5

TDM-R1: Reinforcing Few-Step Diffusion Models with Non-Differentiable Reward

Paper • 2603.07700 • Published Mar 8 • 13

ACE: Attribution-Controlled Knowledge Editing for Multi-hop Factual Recall

Paper • 2510.07896 • Published Oct 9, 2025 • 11

upvoted a paper 5 months ago

MSign: An Optimizer Preventing Training Instability in Large Language Models via Stable Rank Restoration

Paper • 2602.01734 • Published Feb 2 • 33

upvoted a paper 6 months ago

Seed-Prover 1.5: Mastering Undergraduate-Level Theorem Proving via Learning from Experience

Paper • 2512.17260 • Published Dec 19, 2025 • 53

upvoted a paper 8 months ago

Low-probability Tokens Sustain Exploration in Reinforcement Learning with Verifiable Reward

Paper • 2510.03222 • Published Oct 3, 2025 • 76

upvoted 3 papers 9 months ago

rStar2-Agent: Agentic Reasoning Technical Report

Paper • 2508.20722 • Published Aug 28, 2025 • 120

Depth-Breadth Synergy in RLVR: Unlocking LLM Reasoning Gains with Adaptive Exploration

Paper • 2508.13755 • Published Aug 19, 2025 • 14

Reinforcing Diffusion Models by Direct Group Preference Optimization

Paper • 2510.08425 • Published Oct 9, 2025 • 12

upvoted a collection 10 months ago

DARS

Collection

Dataset & Model of [Depth-Breadth Synergy in RLVR: Unlocking LLM Reasoning Gains with Adaptive Exploration](https://arxiv.org/abs/2508.13755v1) • 13 items • Updated Mar 2 • 1

upvoted a paper 10 months ago

Beyond Pass@1: Self-Play with Variational Problem Synthesis Sustains RLVR

Paper • 2508.14029 • Published Aug 19, 2025 • 119