Junnan Liu

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upvoted 2 papers 2 days ago

mHC: Manifold-Constrained Hyper-Connections

Paper • 2512.24880 • Published 4 days ago • 172

Youtu-LLM: Unlocking the Native Agentic Potential for Lightweight Large Language Models

Paper • 2512.24618 • Published 4 days ago • 103

upvoted 2 papers about 1 month ago

How Far Are We from Genuinely Useful Deep Research Agents?

Paper • 2512.01948 • Published Dec 1, 2025 • 54

Rectifying LLM Thought from Lens of Optimization

Paper • 2512.01925 • Published Dec 1, 2025 • 24

upvoted a paper about 2 months ago

ATLAS: A High-Difficulty, Multidisciplinary Benchmark for Frontier Scientific Reasoning

Paper • 2511.14366 • Published Nov 18, 2025 • 16

upvoted 4 collections 4 months ago

Hunyuan Dense Model

Collection

19 items • Updated 10 days ago • 14

Gemma 3 Release

Collection

28 items • Updated Aug 11, 2025 • 577

Falcon-H1

Collection

Falcon-H1 Family of Hybrid-Head Language Models (Transformer-SSM), including 0.5B, 1.5B, 1.5B-Deep, 3B, 7B, and 34B (pretrained & instruction-tuned). • 38 items • Updated Nov 6, 2025 • 57

NVIDIA Nemotron V2

Collection

Open, Production-ready Enterprise Models. Nvidia Open Model license. • 9 items • Updated 12 days ago • 100

upvoted 3 papers 5 months ago

Intern-S1: A Scientific Multimodal Foundation Model

Paper • 2508.15763 • Published Aug 21, 2025 • 259

Dissecting Tool-Integrated Reasoning: An Empirical Study and Analysis

Paper • 2508.15754 • Published Aug 21, 2025 • 4

CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward

Paper • 2508.03686 • Published Aug 5, 2025 • 37

upvoted 3 papers 6 months ago

CompassJudger-2: Towards Generalist Judge Model via Verifiable Rewards

Paper • 2507.09104 • Published Jul 12, 2025 • 17

Rethinking Verification for LLM Code Generation: From Generation to Testing

Paper • 2507.06920 • Published Jul 9, 2025 • 28

Coding Triangle: How Does Large Language Model Understand Code?

Paper • 2507.06138 • Published Jul 8, 2025 • 21

upvoted 5 papers 7 months ago

MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention

Paper • 2506.13585 • Published Jun 16, 2025 • 273

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

REASONING GYM: Reasoning Environments for Reinforcement Learning with Verifiable Rewards

Paper • 2505.24760 • Published May 30, 2025 • 74

Deciphering Trajectory-Aided LLM Reasoning: An Optimization Perspective

Paper • 2505.19815 • Published May 26, 2025 • 36