Zhouqi Hua

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upvoted a paper 12 days ago

A Decade in a Day: Synthesizing Agent-Native Interfaces from Human-Oriented Software Evolution

Paper • 2610.15765 • Published 16 days ago • 30

upvoted a paper 2 months ago

Is Next-Chunk Reasoning RL Really Better than SFT? Revisiting Training Strategies under no-CoT Data

Paper • 2608.23256 • Published Aug 24 • 22

upvoted a paper 5 months ago

COLLEAGUE.SKILL: Automated AI Skill Generation via Expert Knowledge Distillation

Paper • 2605.31264 • Published May 29 • 132

upvoted 3 papers 7 months ago

MinerU2.5-Pro: Pushing the Limits of Data-Centric Document Parsing at Scale

Paper • 2604.04771 • Published Apr 6 • 103

Intern-S1-Pro: Scientific Multimodal Foundation Model at Trillion Scale

Paper • 2603.25040 • Published Mar 26 • 132

AI Can Learn Scientific Taste

Paper • 2603.14473 • Published Mar 15 • 320

upvoted a paper 9 months ago

DataChef: Cooking Up Optimal Data Recipes for LLM Adaptation via Reinforcement Learning

Paper • 2602.11089 • Published Feb 11 • 18

upvoted a collection 9 months ago

RL and Agents

Collection

19 items • Updated Jul 21, 2025 • 2

upvoted a paper 9 months ago

TL-GRPO: Turn-Level RL for Reasoning-Guided Iterative Optimization

Paper • 2601.16480 • Published Jan 23 • 50

upvoted 4 papers 11 months ago

Achieving Olympia-Level Geometry Large Language Model Agent via Complexity Boosting Reinforcement Learning

Paper • 2512.10534 • Published Dec 11, 2025 • 33

OPV: Outcome-based Process Verifier for Efficient Long Chain-of-Thought Verification

Paper • 2512.10756 • Published Dec 11, 2025 • 36

Long-horizon Reasoning Agent for Olympiad-Level Mathematical Problem Solving

Paper • 2512.10739 • Published Dec 11, 2025 • 47

Think-at-Hard: Selective Latent Iterations to Improve Reasoning Language Models

Paper • 2511.08577 • Published Nov 11, 2025 • 110

upvoted 4 papers about 1 year ago

Deep Think with Confidence

Paper • 2508.15260 • Published Aug 21, 2025 • 92

CMPhysBench: A Benchmark for Evaluating Large Language Models in Condensed Matter Physics

Paper • 2508.18124 • Published Aug 25, 2025 • 49

Intern-S1: A Scientific Multimodal Foundation Model

Paper • 2508.15763 • Published Aug 21, 2025 • 275

Mol-R1: Towards Explicit Long-CoT Reasoning in Molecule Discovery

Paper • 2508.08401 • Published Aug 11, 2025 • 42

upvoted 3 papers over 1 year ago

Semi-off-Policy Reinforcement Learning for Vision-Language Slow-thinking Reasoning

Paper • 2507.16814 • Published Jul 22, 2025 • 22

Universal Length Generalization with Turing Programs

Paper • 2407.03310 • Published Jul 3, 2024 • 1

The Imitation Game: Turing Machine Imitator is Length Generalizable Reasoner

Paper • 2507.13332 • Published Jul 17, 2025 • 49