Yong Luo

collaborators

3 papers

cs.LG2025

DyKen-Hyena: Dynamic Kernel Generation via Cross-Modal Attention for Multimodal Intent Recognition

Yifei Wang, Wenbin Wang, Yong Luo

Though Multimodal Intent Recognition (MIR) proves effective by utilizing rich information from multiple sources (e.g., language, video, and audio), the potential for intent-irrelev…

cs.CR2025

ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models

Xuxu Liu, Siyuan Liang, Mengya Han +5

Generative large language models are crucial in natural language processing, but they are vulnerable to backdoor attacks, where subtle triggers compromise their behavior. Although…

cs.SE2024

$USCD$ : Improving Code Generation of LLMs by Uncertainty-Aware Selective Contrastive Decoding

Shuai Wang, Liang Ding, Li Shen +4

Large language models (LLMs) have shown remarkable capabilities in code generation. However, the effects of hallucinations (e.g., output noise) make it particularly challenging for…

DyKen-Hyena: Dynamic Kernel Generation via Cross-Modal Attention for Multimodal Intent Recognition

ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models

USCD: Improving Code Generation of LLMs by Uncertainty-Aware Selective Contrastive Decoding

$USCD$ : Improving Code Generation of LLMs by Uncertainty-Aware Selective Contrastive Decoding