siyeng feng

siyengfeng

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upvoted a paper about 6 hours ago

SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training

liked a model 2 days ago

Qwen/Qwen2.5-VL-72B-Instruct

liked a model 2 days ago

tencent/Hunyuan3D-2

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siyengfeng's activity

upvoted a paper about 6 hours ago

SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training

Paper • 2501.17161 • Published 2 days ago • 46

upvoted a paper 2 days ago

Towards General-Purpose Model-Free Reinforcement Learning

Paper • 2501.16142 • Published 3 days ago • 19

upvoted 3 papers 7 days ago

Autonomy-of-Experts Models

Paper • 2501.13074 • Published 8 days ago • 38

Kimi k1.5: Scaling Reinforcement Learning with LLMs

Paper • 2501.12599 • Published 9 days ago • 76

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Paper • 2501.12948 • Published 8 days ago • 270

upvoted 2 papers 8 days ago

InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model

Paper • 2501.12368 • Published 9 days ago • 39

Reasoning Language Models: A Blueprint

Paper • 2501.11223 • Published 11 days ago • 30

upvoted an article 8 days ago

Article

Process Reinforcement through Implicit Rewards

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28 days ago

• 20

upvoted 2 papers 8 days ago

Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

Paper • 2501.10893 • Published 12 days ago • 22

Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training

Paper • 2501.11425 • Published 10 days ago • 84

upvoted 3 papers 10 days ago

Language Models are Hidden Reasoners: Unlocking Latent Reasoning Capabilities via Self-Rewarding

Paper • 2411.04282 • Published Nov 6, 2024 • 33

Evolving Deeper LLM Thinking

Paper • 2501.09891 • Published 14 days ago • 100

ProcessBench: Identifying Process Errors in Mathematical Reasoning

Paper • 2412.06559 • Published Dec 9, 2024 • 79

upvoted 2 papers 14 days ago

Transformer^2: Self-adaptive LLMs

Paper • 2501.06252 • Published 22 days ago • 53

HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs

Paper • 2412.18925 • Published Dec 25, 2024 • 97

upvoted a paper 15 days ago

Tensor Product Attention Is All You Need

Paper • 2501.06425 • Published 20 days ago • 79

upvoted 4 papers 16 days ago

o1-Coder: an o1 Replication for Coding

Paper • 2412.00154 • Published Nov 29, 2024 • 43

O1 Replication Journey -- Part 3: Inference-time Scaling for Medical Reasoning

Paper • 2501.06458 • Published 19 days ago • 29

Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though

Paper • 2501.04682 • Published 22 days ago • 90

Agent Laboratory: Using LLM Agents as Research Assistants

Paper • 2501.04227 • Published 23 days ago • 85