KWAN-LIU MA


PUBLICATIONS


Select Recent Publications

Xiwei Xuan et al., ReME: A Data-Centric Framework for Training-Free Open-Vocabulary Segmentation. In Proceedings of ICCV 2025 [pdf]

Hyeon Jeon et al., Unveiling High-dimensional Backstage: A Survey for Reliable Visual Analytics with Dimensionality Reduction. ACM CHI 2025: 394:1-394:24 [pdf]

Sam Yu-Te Lee et al., Towards Dataset-Scale and Feature-Oriented Evaluation of Text Summarization in Large Language Model Prompts. IEEE TVCG 31(1): 481-491 (2025) [pdf]

Yun-Hsin Kuo et al., SpreadLine: Visualizing Egocentric Dynamic Influence. IEEE TVCG 31(1): 1050-1060 (2025) [pdf]

Hsiao-Ying Lu et al., Visual Analytics of Multivariate Networks With Representation Learning and Composite Variable Construction. IEEE TVCG 31(9): 4937-4952 (2025) [pdf]
Qi Wu et al., Distributed Neural Representation for Reactive In Situ Visualization. IEEE TVCG 31(9): 5199-5214 (2025) [pdf]
Sam Yu-Te Lee and Kwan-Liu Ma, HINTs: Sensemaking on Large Collections of Documents With Hypergraph Visualization and INTelligent Agents. IEEE TVCG 31(9): 5532-5546 (2025) [pdf]
Xiwei Xuan et al., VISTA: A Visual Analytics Framework to Enhance Foundation Model-Generated Data Labels. IEEE TVCG 31(10): 6991-7003 (2025) [pdf]
Xiwei Xuan et al., AttributionScanner: A Visual Analytics System for Model Validation With Metadata-Free Slice Finding. IEEE TVCG 31(10): 7436-7447 (2025) [pdf]
David Bauer et al., GSCache: Real-Time Radiance Caching for Volume Path Tracing using 3D Gaussian Splatting. IEEE TVCG 32(1) (2026) [pdf]

Yuya Kawakami et al., ClimateSOM: A Visual Analysis Workflow for Climate Ensemble Datasets. IEEE TVCG 32(1) (2026) [pdf]

Yu-Chia Huang et al., SigTime: Learning and Visually Explaining Time Series Signatures. IEEE TVCG (accepted for publication) (2026) [pdf]
Zili Wang et al., Interactive Surgical Visualization with Real-Time Endoscopic Scene Reconstruction and Functional Imaging Overlay. In Proceedoings of IEEE ISBI 2026
More complete lists:
DBLP and Google Scholar