Shun Zheng

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upvoted a paper about 2 months ago

IterResearch: Rethinking Long-Horizon Agents via Markovian State Reconstruction

Paper • 2511.07327 • Published Nov 10, 2025 • 76

upvoted a paper 3 months ago

Deep Self-Evolving Reasoning

Paper • 2510.17498 • Published Oct 20, 2025 • 11

upvoted 2 papers 4 months ago

Revolutionizing Reinforcement Learning Framework for Diffusion Large Language Models

Paper • 2509.06949 • Published Sep 8, 2025 • 55

UQ: Assessing Language Models on Unsolved Questions

Paper • 2508.17580 • Published Aug 25, 2025 • 15

upvoted 6 papers 5 months ago

Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference

Paper • 2508.02193 • Published Aug 4, 2025 • 133

Seed-Prover: Deep and Broad Reasoning for Automated Theorem Proving

Paper • 2507.23726 • Published Jul 31, 2025 • 114

Agentic Reinforced Policy Optimization

Paper • 2507.19849 • Published Jul 26, 2025 • 158

Skywork Open Reasoner 1 Technical Report

Paper • 2505.22312 • Published May 28, 2025 • 54

A Survey of Context Engineering for Large Language Models

Paper • 2507.13334 • Published Jul 17, 2025 • 259

Reinforcement Learning with Verifiable Rewards Implicitly Incentivizes Correct Reasoning in Base LLMs

Paper • 2506.14245 • Published Jun 17, 2025 • 45

upvoted 8 papers 6 months ago

Test-Time Scaling with Reflective Generative Model

Paper • 2507.01951 • Published Jul 2, 2025 • 107

STITCH: Simultaneous Thinking and Talking with Chunked Reasoning for Spoken Language Models

Paper • 2507.15375 • Published Jul 21, 2025 • 30

Can One Domain Help Others? A Data-Centric Study on Multi-Domain Reasoning via Reinforcement Learning

Paper • 2507.17512 • Published Jul 23, 2025 • 36

MiroMind-M1: An Open-Source Advancement in Mathematical Reasoning via Context-Aware Multi-Stage Policy Optimization

Paper • 2507.14683 • Published Jul 19, 2025 • 134

ReasonFlux-PRM: Trajectory-Aware PRMs for Long Chain-of-Thought Reasoning in LLMs

Paper • 2506.18896 • Published Jun 23, 2025 • 29

Skywork-R1V3 Technical Report

Paper • 2507.06167 • Published Jul 8, 2025 • 72

Reinforcement Pre-Training

Paper • 2506.08007 • Published Jun 9, 2025 • 263

Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning

Paper • 2507.00432 • Published Jul 1, 2025 • 79

upvoted a collection 7 months ago

AceReason

Collection

Math and Code reasoning model trained through reinforcement learning (RL) • 7 items • Updated 14 days ago • 20

upvoted a paper 7 months ago

AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy

Paper • 2506.13284 • Published Jun 16, 2025 • 26