3 papers
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.CY2026
PaperRepro: Automated Computational Reproducibility Assessment for Social Science Papers
Linhao Zhang, Tong Xia, Jinghua Piao +2
Computational reproducibility is essential for the credibility of scientific findings, particularly in the social sciences, where findings often inform real-world decisions. Manual…
cs.LG2025
SurvUnc: A Meta-Model Based Uncertainty Quantification Framework for Survival Analysis
Yu Liu, Weiyao Tao, Tong Xia +2
Survival analysis, which estimates the probability of event occurrence over time from censored data, is fundamental in numerous real-world applications, particularly in high-stakes…