Zhenwen Liang

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upvoted a paper about 1 month ago

FrontierChallenge: Evaluating Scientific Workflow Completion

Paper • 2608.24979 • Published Aug 25 • 152

authored a paper about 1 month ago

Apodex 1.1: Scaling Agentic Intelligence for Complex Work

Paper • 2608.23283 • Published Aug 24 • 211

upvoted a paper about 1 month ago

Apodex 1.1: Scaling Agentic Intelligence for Complex Work

Paper • 2608.23283 • Published Aug 24 • 211

upvoted a paper 2 months ago

DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment

Paper • 2607.07820 • Published Jul 8 • 95

upvoted 2 papers 7 months ago

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

Paper • 2603.09206 • Published Mar 10 • 55

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

Paper • 2603.06569 • Published Mar 6 • 120

authored a paper 8 months ago

Group Distributionally Robust Optimization-Driven Reinforcement Learning for LLM Reasoning

Paper • 2601.19280 • Published Jan 27 • 9

upvoted 2 papers 8 months ago

Group Distributionally Robust Optimization-Driven Reinforcement Learning for LLM Reasoning

Paper • 2601.19280 • Published Jan 27 • 9

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 9 months ago

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

Paper • 2512.15687 • Published Dec 17, 2025 • 22

upvoted a paper 9 months ago

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

Paper • 2512.15687 • Published Dec 17, 2025 • 22

updated a dataset 10 months ago

invokerliang/math_aime_grpo

Viewer • Updated Nov 19, 2025 • 9.04k • 16

published a dataset 10 months ago

invokerliang/math_aime_grpo

Viewer • Updated Nov 19, 2025 • 9.04k • 16

upvoted a paper 11 months ago

SPICE: Self-Play In Corpus Environments Improves Reasoning

Paper • 2510.24684 • Published Oct 28, 2025 • 18

upvoted 3 papers 12 months ago

The Art of Scaling Reinforcement Learning Compute for LLMs

Paper • 2510.13786 • Published Oct 15, 2025 • 34

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 12 months ago

EVOL-RL

Collection

The models trained with EVOL-RL • 6 items • Updated Apr 27 • 1

authored a paper 12 months ago

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

Paper • 2510.01591 • Published Oct 2, 2025 • 28

upvoted a paper 12 months ago

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

Paper • 2510.01591 • Published Oct 2, 2025 • 28