Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Paper • 2607.02980 • Published 12 days ago • 74
OmniOpt: Taxonomy, Geometry, and Benchmarking of Modern Optimizers Paper • 2607.04033 • Published 11 days ago • 75
AGVBench: A Reliability-Oriented Benchmark of Data Augmentation for Vein Recognition Paper • 2607.02271 • Published 13 days ago • 17
FWE - Transformer++ 340M Collection OpenTome optimizer benchmark — FWE - Transformer++ 340M • 12 items • Updated 30 days ago • 2
EarlyTom: Early Token Compression Completes Fast Video Understanding Paper • 2605.30010 • Published May 28 • 32
NanoResearch: Co-Evolving Skills, Memory, and Policy for Personalized Research Automation Paper • 2605.10813 • Published May 11 • 16
PAGER: Bridging the Semantic-Execution Gap in Point-Precise Geometric GUI Control Paper • 2605.15963 • Published May 15 • 17
RankE: End-to-End Post-Training for Discrete Text-to-Image Generation with Decoder Co-Evolution Paper • 2605.21195 • Published May 20 • 20
PaperFit: Vision-in-the-Loop Typesetting Optimization for Scientific Documents Paper • 2605.10341 • Published May 11 • 35
Intern-Atlas: A Methodological Evolution Graph as Research Infrastructure for AI Scientists Paper • 2604.28158 • Published Apr 30 • 49
Programming with Data: Test-Driven Data Engineering for Self-Improving LLMs from Raw Corpora Paper • 2604.24819 • Published Apr 27 • 91
LVOmniBench: Pioneering Long Audio-Video Understanding Evaluation for Omnimodal LLMs Paper • 2603.19217 • Published Mar 19 • 29
The Trinity of Consistency as a Defining Principle for General World Models Paper • 2602.23152 • Published Feb 26 • 203
Thinking with Drafting: Optical Decompression via Logical Reconstruction Paper • 2602.11731 • Published Feb 12 • 36
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model? Paper • 2504.13837 • Published Apr 18, 2025 • 141
Envision: Benchmarking Unified Understanding & Generation for Causal World Process Insights Paper • 2512.01816 • Published Dec 1, 2025 • 94
Does Understanding Inform Generation in Unified Multimodal Models? From Analysis to Path Forward Paper • 2511.20561 • Published Nov 25, 2025 • 33