Zhouqi Hua

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upvoted a paper 8 days ago

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

Paper • 2601.16480 • Published 11 days ago • 50

upvoted 3 papers about 2 months ago

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

Paper • 2512.10534 • Published Dec 11, 2025 • 32

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

Paper • 2512.10756 • Published Dec 11, 2025 • 35

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

Paper • 2512.10739 • Published Dec 11, 2025 • 47

upvoted a paper 2 months ago

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

Paper • 2511.08577 • Published Nov 11, 2025 • 107

upvoted a paper 4 months ago

Deep Think with Confidence

Paper • 2508.15260 • Published Aug 21, 2025 • 90

upvoted 2 papers 5 months ago

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 • 262

upvoted 2 papers 6 months ago

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

Paper • 2508.08401 • Published Aug 11, 2025 • 42

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

Paper • 2507.16814 • Published Jul 22, 2025 • 21

upvoted 3 papers 7 months ago

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

VIKI-R: Coordinating Embodied Multi-Agent Cooperation via Reinforcement Learning

Paper • 2506.09049 • Published Jun 10, 2025 • 37

upvoted 2 papers 10 months ago

MIG: Automatic Data Selection for Instruction Tuning by Maximizing Information Gain in Semantic Space

Paper • 2504.13835 • Published Apr 18, 2025 • 38

RIG: Synergizing Reasoning and Imagination in End-to-End Generalist Policy

Paper • 2503.24388 • Published Mar 31, 2025 • 29

upvoted a paper 11 months ago

Creation-MMBench: Assessing Context-Aware Creative Intelligence in MLLM

Paper • 2503.14478 • Published Mar 18, 2025 • 48

upvoted a paper 12 months ago

Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning

Paper • 2502.06781 • Published Feb 10, 2025 • 58

upvoted a paper about 1 year ago

Are Your LLMs Capable of Stable Reasoning?

Paper • 2412.13147 • Published Dec 17, 2024 • 93