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From the 2 of 107 linked papers with an AI index.

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20242026
most citedA Survey on Failure Analysis and Fault Injection in AI Systems

3 citations · 9 across the 33 of their papers we have counts for

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8 papers · 1 filter

cs.CV2026

CodeShrink: Adaptive Visual Compression for Efficient Multimodal Code Understanding

Wenxin Tang, Jingyu Xiao, Zhenyu Liu +6

Rendering source code as images offers a promising way to reduce the input costs of Multimodal Large Language Models (MLLMs). Adjusting image resolution can trade visual token cost…

cs.CV2026

VideoLatent: Video-Language Learning via Latent Self-Forcing

Zi-Yuan Hu, Zicong Tang, Shijia Huang +3

Recent advancements in chain-of-thought (CoT) reasoning have shown promise in enhancing video understanding and reasoning capabilities of multimodal large language models (MLLMs).…

cs.CV2026

EfficientPosterGen: Semantic-aware Efficient Poster Generation via Token Compression and Accurate Violation Detection

Wenxin Tang, Jingyu Xiao, Yanpei Gong +6

Automated academic poster generation aims to distill lengthy research papers into concise, visually coherent presentations. Existing Multimodal Large Language Models (MLLMs) based…

cs.CV2025

3D Software Synthesis Guided by Constraint-Expressive Intermediate Representation

Shuqing Li, Anson Y. Lam, Yun Peng +2

Graphical user interface (UI) software has undergone a fundamental transformation from traditional two-dimensional (2D) desktop/web/mobile interfaces to spatial three-dimensional (…

cs.CV2025

ScreenCoder: Advancing Visual-to-Code Generation for Front-End Automation via Modular Multimodal Agents

Yilei Jiang, Yaozhi Zheng, Yuxuan Wan +4

Automating the transformation of user interface (UI) designs into front-end code holds significant promise for accelerating software development and democratizing design workflows.…

cs.CV2025

Runtime Failure Hunting for Physics Engine Based Software Systems: How Far Can We Go?

Shuqing Li, Qiang Chen, Xiaoxue Ren +1

Physics Engines (PEs) are fundamental software frameworks that simulate physical interactions in applications ranging from entertainment to safety-critical systems. Despite their i…