Zheng Liu

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upvoted a paper 9 days ago

DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI

Paper • 2512.16676 • Published 14 days ago • 195

upvoted a paper 15 days ago

OpenDataArena: A Fair and Open Arena for Benchmarking Post-Training Dataset Value

Paper • 2512.14051 • Published 16 days ago • 40

upvoted 3 papers 3 months ago

Scaling Code-Assisted Chain-of-Thoughts and Instructions for Model Reasoning

Paper • 2510.04081 • Published Oct 5, 2025 • 23

MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing

Paper • 2509.22186 • Published Sep 26, 2025 • 139

From Uniform to Heterogeneous: Tailoring Policy Optimization to Every Token's Nature

Paper • 2509.16591 • Published Sep 20, 2025 • 2

upvoted 6 papers 7 months ago

Reinforcement Pre-Training

Paper • 2506.08007 • Published Jun 9, 2025 • 263

Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning

Paper • 2506.01939 • Published Jun 2, 2025 • 187

Jigsaw-R1: A Study of Rule-based Visual Reinforcement Learning with Jigsaw Puzzles

Paper • 2505.23590 • Published May 29, 2025 • 25

Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles

Paper • 2505.19914 • Published May 26, 2025 • 45

One RL to See Them All: Visual Triple Unified Reinforcement Learning

Paper • 2505.18129 • Published May 23, 2025 • 61

QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning

Paper • 2505.17667 • Published May 23, 2025 • 88

upvoted a collection 8 months ago

Qwen3

Collection

84 items • Updated 1 day ago • 1.53k

upvoted a paper 9 months ago

A Strategic Coordination Framework of Small LLMs Matches Large LLMs in Data Synthesis

Paper • 2504.12322 • Published Apr 11, 2025 • 28

upvoted 4 collections 9 months ago

FUSION-Stage1

Collection

8 items • Updated Apr 11, 2025 • 2

FUSION-Stage1.5

Collection

8 items • Updated Apr 11, 2025 • 2

FUSION-Data

Collection

5 items • Updated Apr 15, 2025 • 2

FUSION-Model

Collection

9 items • Updated Apr 15, 2025 • 3

upvoted 2 papers 9 months ago

FUSION: Fully Integration of Vision-Language Representations for Deep Cross-Modal Understanding

Paper • 2504.09925 • Published Apr 14, 2025 • 38

SynthVLM: High-Efficiency and High-Quality Synthetic Data for Vision Language Models

Paper • 2407.20756 • Published Jul 30, 2024 • 1

upvoted a paper 10 months ago

MetaLadder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer

Paper • 2503.14891 • Published Mar 19, 2025 • 22