Junnan Liu

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upvoted a paper 6 days ago

How Far Are We from Genuinely Useful Deep Research Agents?

Paper • 2512.01948 • Published 8 days ago • 50

upvoted a paper 7 days ago

Rectifying LLM Thought from Lens of Optimization

Paper • 2512.01925 • Published 8 days ago • 23

upvoted a paper 20 days ago

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

Paper • 2511.14366 • Published 21 days ago • 15

upvoted 4 collections 3 months ago

Hunyuan Dense Model

Collection

19 items • Updated Nov 4 • 13

Gemma 3 Release

Collection

28 items • Updated Aug 11 • 550

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 • 56

NVIDIA Nemotron V2

Collection

Open, Production-ready Enterprise Models. Nvidia Open Model license. • 9 items • Updated 5 days ago • 94

upvoted 3 papers 4 months ago

Intern-S1: A Scientific Multimodal Foundation Model

Paper • 2508.15763 • Published Aug 21 • 256

Dissecting Tool-Integrated Reasoning: An Empirical Study and Analysis

Paper • 2508.15754 • Published Aug 21 • 4

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

Paper • 2508.03686 • Published Aug 5 • 37

upvoted 3 papers 5 months ago

CompassJudger-2: Towards Generalist Judge Model via Verifiable Rewards

Paper • 2507.09104 • Published Jul 12 • 17

Rethinking Verification for LLM Code Generation: From Generation to Testing

Paper • 2507.06920 • Published Jul 9 • 28

Coding Triangle: How Does Large Language Model Understand Code?

Paper • 2507.06138 • Published Jul 8 • 21

upvoted 4 papers 6 months ago

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

Paper • 2506.13585 • Published Jun 16 • 272

Reinforcement Pre-Training

Paper • 2506.08007 • Published Jun 9 • 263

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

Paper • 2506.01939 • Published Jun 2 • 187

REASONING GYM: Reasoning Environments for Reinforcement Learning with Verifiable Rewards

Paper • 2505.24760 • Published May 30 • 74

upvoted a paper 7 months ago

Deciphering Trajectory-Aided LLM Reasoning: An Optimization Perspective

Paper • 2505.19815 • Published May 26 • 36

upvoted a collection 7 months ago

Qwen3

Collection

84 items • Updated Aug 6 • 1.47k

upvoted a collection 8 months ago

GLM-4-0414

Collection

GLM-4-0414 series model • 8 items • Updated Jun 30 • 133