Kaiyan Zhang

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authored a paper 30 days ago

FlowRL: Matching Reward Distributions for LLM Reasoning

Paper • 2509.15207 • Published Sep 18 • 110

authored 3 papers about 2 months ago

A Survey of Reinforcement Learning for Large Reasoning Models

Paper • 2509.08827 • Published Sep 10 • 183

SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning

Paper • 2509.09674 • Published Sep 11 • 78

Towards a Unified View of Large Language Model Post-Training

Paper • 2509.04419 • Published Sep 4 • 73

authored 2 papers 2 months ago

SSRL: Self-Search Reinforcement Learning

Paper • 2508.10874 • Published Aug 14 • 94

ReviewRL: Towards Automated Scientific Review with RL

Paper • 2508.10308 • Published Aug 14

authored a paper 6 months ago

TTRL: Test-Time Reinforcement Learning

Paper • 2504.16084 • Published Apr 22 • 120

authored 2 papers 7 months ago

GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning

Paper • 2504.00891 • Published Apr 1 • 14

Video-T1: Test-Time Scaling for Video Generation

Paper • 2503.18942 • Published Mar 24 • 90

authored a paper 8 months ago

Technologies on Effectiveness and Efficiency: A Survey of State Spaces Models

Paper • 2503.11224 • Published Mar 14 • 28

authored 3 papers 9 months ago

Process Reinforcement through Implicit Rewards

Paper • 2502.01456 • Published Feb 3 • 61

MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding

Paper • 2501.18362 • Published Jan 30 • 23

Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling

Paper • 2502.06703 • Published Feb 10 • 153

authored 2 papers 10 months ago

Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization

Paper • 2412.17739 • Published Dec 23, 2024 • 41

How to Synthesize Text Data without Model Collapse?

Paper • 2412.14689 • Published Dec 19, 2024 • 52

authored a paper 11 months ago

Free Process Rewards without Process Labels

Paper • 2412.01981 • Published Dec 2, 2024 • 34

authored a paper about 1 year ago

Efficient Diffusion Models: A Comprehensive Survey from Principles to Practices

Paper • 2410.11795 • Published Oct 15, 2024 • 18

authored 3 papers over 1 year ago

Large Language Models as Biomedical Hypothesis Generators: A Comprehensive Evaluation

Paper • 2407.08940 • Published Jul 12, 2024

UltraMedical: Building Specialized Generalists in Biomedicine

Paper • 2406.03949 • Published Jun 6, 2024

PaD: Program-aided Distillation Specializes Large Models in Reasoning

Paper • 2305.13888 • Published May 23, 2023