Xilin Dang

According to our database, Xilin Dang authored at least 9 papers between 2021 and 2026.

Collaborative distances:

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

2026

Advancing radiograph representation learning via cascading graph alignment for vision-language clinical concepts.

Xilin Dang, Kang Li, Pheng-Ann Heng

Medical Image Anal., 2026

A Retrieval Augmented Spatio-Temporal Framework for Traffic Prediction.

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

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

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

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

ChemMiner: A Large Language Model Agent System for Chemical Literature Data Mining.

Kexin Chen, Yuyang Du, Junyou Li, Hanqun Cao, Menghao Guo, Xilin Dang, Lanqing Li, Jiezhong Qiu, Guangyong Chen, Pheng-Ann Heng

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 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