2 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.CV2026
BadDreamer: Transferable Backdoor Attacks against Video World Models for Autonomous Driving
Zhe Shuai, Xiaopeng Xie, Yikun Zeng
Video world models are increasingly used in autonomous driving to forecast future scene evolution and provide future-aware spatio-temporal representations for downstream action pre…
cs.CL2024★ 2 cited
Hierarchical Attention Graph for Scientific Document Summarization in Global and Local Level
Chenlong Zhao, Xiwen Zhou, Xiaopeng Xie +1
Scientific document summarization has been a challenging task due to the long structure of the input text. The long input hinders the simultaneous effective modeling of both global…
cs.LG2024★ 1 cited
Shortcuts Arising from Contrast: Effective and Covert Clean-Label Attacks in Prompt-Based Learning
Xiaopeng Xie, Ming Yan, Xiwen Zhou +4
Prompt-based learning paradigm has demonstrated remarkable efficacy in enhancing the adaptability of pretrained language models (PLMs), particularly in few-shot scenarios. However,…