Publications

Newest first. Also on Google Scholar.

2026

Drag, Infer, Reproject: Grounding LLMs through Spatial Interaction for Image Clustering

Yang Liu, Xuxin Tang, Jiahao Xu, Chris North

IEEE VIS 2026 (Short Papers) · arXiv · Code
Spatial Visual Analytics for Multi-Document Summary Verification

Jiahao Xu, Wei Liu, Yang Liu, Eric Krokos, Kirsten Whitley, Xuan Wang, Rebecca Faust, Chris North

IEEE VIS 2026 (Full Papers) · arXiv
CTIConnect: A Benchmark for Retrieval-Augmented LLMs over Heterogeneous Cyber Threat Intelligence

Yutong Cheng, Yang Liu, Changze Li, Dawn Song, Peng Gao

ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) 2026, Datasets & Benchmarks Track · arXiv

HSIDMamba: Exploring Bidirectional State-Space Models for Hyperspectral Denoising

Yang Liu, JiaHua Xiao, Xiang Song, Yu Guo, Peilin Jiang, Haiwei Yang, Fei Wang

arXiv, 2024 (under review) · Paper · Code
Region-Aware Sequence-to-Sequence Learning for Hyperspectral Denoising

JiaHua Xiao, Yang Liu, Xing Wei

European Conference on Computer Vision (ECCV) 2024 · Code
Bridging Fourier and Spatial-Spectral Domains for Hyperspectral Image Denoising

JiaHua Xiao, Yang Liu, Shuhang Zhang, Xing Wei

ACM International Conference on Multimedia (ACM MM) 2024
Spectral Aggregation Cross-Square Transformer for Hyperspectral Image Denoising

Yang Liu, Yantao Ji, JiaHua Xiao, Yu Guo, Peilin Jiang, Haiwei Yang, Fei Wang

International Conference on Pattern Recognition (ICPR) 2024