code retrieval 1coding agents 1context allocation 1latent space interventions 1model robustness 1redundancy reduction 1representation analysis 1retrieval-augmented generation 1vision-language models 1visual grounding 1
From the 2 of 3 linked papers with an AI index.
3 papers
cs.SE2026
VITAL-RAG: Invariance Race for Context Allocation in Coding Agents
Zijian Lu, Yonghua Lu, Mingcai Chen +4
The paper introduces VITAL-RAG, a method for coding agents that groups retrieved code fragments by their original code object and selectively includes only those that add new task-…
cs.CV2026
Prior Directions: Why GUI Grounding Gets Locked in the Past
Weile Gong, Zijian Lu, Mingcai Chen +3
The paper investigates how vision-language models can become locked onto outdated textual priors, causing incorrect visual grounding, and identifies recurring latent directions—cal…
cs.CV2026
Geometric Risk Control for Vision-Language Model OCR
Weile Gong, Yiping Zuo, Mingcai Chen +5
Vision-language models (VLMs) enable flexible generative optical character recognition (OCR), while their open-ended decoders can expose wrong but fluent text with weak visual supp…