Cheng Tan

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authored a paper about 11 hours ago

Chain-of-Thought Compression Should Not Be Blind: V-Skip for Efficient Multimodal Reasoning via Dual-Path Anchoring

Paper • 2601.13879 • Published Jan 20

authored 5 papers about 12 hours ago

Programming with Data: Test-Driven Data Engineering for Self-Improving LLMs from Raw Corpora

Paper • 2604.24819 • Published 22 days ago • 88

Intern-Atlas: A Methodological Evolution Graph as Research Infrastructure for AI Scientists

Paper • 2604.28158 • Published 19 days ago • 47

NanoResearch: Co-Evolving Skills, Memory, and Policy for Personalized Research Automation

Paper • 2605.10813 • Published 8 days ago • 13

PaperFit: Vision-in-the-Loop Typesetting Optimization for Scientific Documents

Paper • 2605.10341 • Published 8 days ago • 32

PAGER: Bridging the Semantic-Execution Gap in Point-Precise Geometric GUI Control

Paper • 2605.15963 • Published 4 days ago • 8

submitted a paper to Daily Papers about 19 hours ago

PAGER: Bridging the Semantic-Execution Gap in Point-Precise Geometric GUI Control

Paper • 2605.15963 • Published 4 days ago • 8

submitted a paper to Daily Papers 7 days ago

PaperFit: Vision-in-the-Loop Typesetting Optimization for Scientific Documents

Paper • 2605.10341 • Published 8 days ago • 32

submitted a paper to Daily Papers 20 days ago

Programming with Data: Test-Driven Data Engineering for Self-Improving LLMs from Raw Corpora

Paper • 2604.24819 • Published 22 days ago • 88

authored a paper about 1 month ago

The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook

Paper • 2604.02029 • Published Apr 2 • 151

authored a paper 3 months ago

The Trinity of Consistency as a Defining Principle for General World Models

Paper • 2602.23152 • Published Feb 26 • 201

submitted a paper to Daily Papers 3 months ago

The Trinity of Consistency as a Defining Principle for General World Models

Paper • 2602.23152 • Published Feb 26 • 201

authored a paper 3 months ago

Thinking with Drafting: Optical Decompression via Logical Reconstruction

Paper • 2602.11731 • Published Feb 12 • 35

submitted a paper to Daily Papers 3 months ago

Thinking with Drafting: Optical Decompression via Logical Reconstruction

Paper • 2602.11731 • Published Feb 12 • 35

authored a paper 5 months ago

Decouple to Generalize: Context-First Self-Evolving Learning for Data-Scarce Vision-Language Reasoning

Paper • 2512.06835 • Published Dec 7, 2025 • 5

authored 5 papers 6 months ago

GGBench: A Geometric Generative Reasoning Benchmark for Unified Multimodal Models

Paper • 2511.11134 • Published Nov 14, 2025 • 33

Envision: Benchmarking Unified Understanding & Generation for Causal World Process Insights

Paper • 2512.01816 • Published Dec 1, 2025 • 94

OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning

Paper • 2306.11249 • Published Jun 20, 2023 • 2

SimVPv2: Towards Simple yet Powerful Spatiotemporal Predictive Learning

Paper • 2211.12509 • Published Nov 22, 2022

Depth3DLane: Monocular 3D Lane Detection via Depth Prior Distillation

Paper • 2504.18325 • Published Apr 25, 2025