郑瑞林

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upvoted a paper about 2 hours ago

Are LLMs Ready for Scientific Discovery? A Capability-Oriented Benchmark for AI Scientists

Paper • 2607.11079 • Published 5 days ago • 6

upvoted a paper 1 day ago

Function-Aware Fill-in-the-Middle as Mid-Training for Coding Agent Foundation Models

Paper • 2607.12463 • Published 4 days ago • 95

upvoted a paper 14 days ago

Does VLA Even Know the Basics? Measuring Commonsense and World Knowledge Retention in Vision-Language-Action Models

Paper • 2606.19297 • Published about 1 month ago • 78

upvoted a paper about 1 month ago

On the Scaling of PEFT: Towards Million Personal Models of Trillion Parameters

Paper • 2606.02437 • Published Jun 1 • 239

upvoted 2 papers about 2 months ago

DelTA: Discriminative Token Credit Assignment for Reinforcement Learning from Verifiable Rewards

Paper • 2605.21467 • Published May 20 • 207

Mean Mode Screaming: Mean--Variance Split Residuals for 1000-Layer Diffusion Transformers

Paper • 2605.06169 • Published May 7 • 238

upvoted 4 papers 2 months ago

CiteVQA: Benchmarking Evidence Attribution for Trustworthy Document Intelligence

Paper • 2605.12882 • Published May 13 • 274

Learning, Fast and Slow: Towards LLMs That Adapt Continually

Paper • 2605.12484 • Published May 12 • 18

SkillOS: Learning Skill Curation for Self-Evolving Agents

Paper • 2605.06614 • Published May 7 • 47

SVGS: Enhancing Gaussian Splatting Using Primitives with Spatially Varying Colors

Paper • 2411.18966 • Published May 4 • 9

upvoted 5 papers 3 months ago

Cross-Tokenizer LLM Distillation through a Byte-Level Interface

Paper • 2604.07466 • Published Apr 13 • 7

LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model

Paper • 2604.20796 • Published Apr 22 • 245

RationalRewards: Reasoning Rewards Scale Visual Generation Both Training and Test Time

Paper • 2604.11626 • Published Apr 13 • 103

OmniJigsaw: Enhancing Omni-Modal Reasoning via Modality-Orchestrated Reordering

Paper • 2604.08209 • Published Apr 9 • 27

Adam's Law: Textual Frequency Law on Large Language Models

Paper • 2604.02176 • Published Apr 2 • 509

upvoted a paper 4 months ago

Density-aware Soft Context Compression with Semi-Dynamic Compression Ratio

Paper • 2603.25926 • Published Mar 26 • 8