Zhenwen Liang

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upvoted a paper 2 days ago

MM-Zero: Self-Evolving Multi-Model Vision Language Models From Zero Data

Paper • 2603.09206 • Published 4 days ago • 41

upvoted a paper 4 days ago

Penguin-VL: Exploring the Efficiency Limits of VLM with LLM-based Vision Encoders

Paper • 2603.06569 • Published 8 days ago • 103

authored a paper about 1 month ago

Group Distributionally Robust Optimization-Driven Reinforcement Learning for LLM Reasoning

Paper • 2601.19280 • Published Jan 27 • 9

upvoted a paper about 1 month ago

Group Distributionally Robust Optimization-Driven Reinforcement Learning for LLM Reasoning

Paper • 2601.19280 • Published Jan 27 • 9

upvoted a paper about 2 months ago

Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification

Paper • 2601.15808 • Published Jan 22 • 20

authored a paper 3 months ago

Can LLMs Guide Their Own Exploration? Gradient-Guided Reinforcement Learning for LLM Reasoning

Paper • 2512.15687 • Published Dec 17, 2025 • 21

upvoted a paper 3 months ago

Can LLMs Guide Their Own Exploration? Gradient-Guided Reinforcement Learning for LLM Reasoning

Paper • 2512.15687 • Published Dec 17, 2025 • 21

updated a dataset 4 months ago

invokerliang/math_aime_grpo

Viewer • Updated Nov 19, 2025 • 9.04k • 9

published a dataset 4 months ago

invokerliang/math_aime_grpo

Viewer • Updated Nov 19, 2025 • 9.04k • 9

upvoted 4 papers 5 months ago

SPICE: Self-Play In Corpus Environments Improves Reasoning

Paper • 2510.24684 • Published Oct 28, 2025 • 18

The Art of Scaling Reinforcement Learning Compute for LLMs

Paper • 2510.13786 • Published Oct 15, 2025 • 32

The Role of Computing Resources in Publishing Foundation Model Research

Paper • 2510.13621 • Published Oct 15, 2025 • 17

Building a Foundational Guardrail for General Agentic Systems via Synthetic Data

Paper • 2510.09781 • Published Oct 10, 2025 • 27

upvoted a collection 5 months ago

EVOL-RL

Collection

The models trained with EVOL-RL • 7 items • Updated Oct 3, 2025 • 1

authored a paper 5 months ago

CLUE: Non-parametric Verification from Experience via Hidden-State Clustering

Paper • 2510.01591 • Published Oct 2, 2025 • 28

upvoted a paper 5 months ago

CLUE: Non-parametric Verification from Experience via Hidden-State Clustering

Paper • 2510.01591 • Published Oct 2, 2025 • 28

upvoted a paper 6 months ago

Evolving Language Models without Labels: Majority Drives Selection, Novelty Promotes Variation

Paper • 2509.15194 • Published Sep 18, 2025 • 33

authored a paper 6 months ago

Evolving Language Models without Labels: Majority Drives Selection, Novelty Promotes Variation

Paper • 2509.15194 • Published Sep 18, 2025 • 33

upvoted a paper 7 months ago

Self-Rewarding Vision-Language Model via Reasoning Decomposition

Paper • 2508.19652 • Published Aug 27, 2025 • 84

authored a paper 7 months ago

Self-Rewarding Vision-Language Model via Reasoning Decomposition

Paper • 2508.19652 • Published Aug 27, 2025 • 84