Xilin Dang

According to our database, Xilin Dang authored at least 7 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

KnowGuard: Knowledge-Driven Abstention for Multi-Round Clinical Reasoning.

Xilin Dang, Kexin Chen, Xiao-Rui Su, Ayush Noori, Iñaki Arango, Lucas Vittor, Xinyi Long, Yuyang Du, Marinka Zitnik, Pheng-Ann Heng

CoRR, September, 2025

A Retrieval Augmented Spatio-Temporal Framework for Traffic Prediction.

Weilin Ruan, Xilin Dang, Ziyu Zhou, Sisuo Lyu, Yuxuan Liang

CoRR, August, 2025

The Dual-use Dilemma in LLMs: Do Empowering Ethical Capacities Make a Degraded Utility?

Yiyi Zhang, Xingyu Chen, Kexin Chen, Yuyang Du, Xilin Dang, Pheng-Ann Heng

CoRR, January, 2025

ST-LoRA: Low-Rank Adaptation for Spatio-Temporal Forecasting.

Weilin Ruan, Wei Chen, Xilin Dang, Jianxiang Zhou, Weichuang Li, Xu Liu, Yuxuan Liang

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2025

2024

Low-rank Adaptation for Spatio-Temporal Forecasting.

Weilin Ruan, Wei Chen, Xilin Dang, Jianxiang Zhou, Weichuang Li, Xu Liu, Yuxuan Liang

CoRR, 2024

2023

Uncovering Hidden Vulnerabilities in Convolutional Neural Networks through Graph-based Adversarial Robustness Evaluation.

Eric Ke Wang, Zicong Chen, Xilin Dang, Xuan Fan, Xuming Han, Chien-Ming Chen, Weiping Ding, Siu-Ming Yiu, Jian Weng

Pattern Recognit., November, 2023

2021

A defense method based on attention mechanism against traffic sign adversarial samples.

Hailiang Li, Bin Zhang, Yu Zhang, Xilin Dang, Yuwei Han, Linfeng Wei, Yijun Mao, Jian Weng

Inf. Fusion, 2021