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 (Accepted for presentation)
Mayu Namai et al., VigNette: Generation of Vignette Illustrations from Video. IEEE Transactions on Multimedia (accepted for publication), January 2026
Yuhua Huang et al., Modeling and Interpreting Teamwork Dynamics in Cancer Care Outcome Prediction. In Proceedings of ICMHI 2026 (accepted for presentation)
More complete lists:
DBLP and Google Scholar