Scholar
Xiwei Xuan
Google Scholar ID: CFZ9Kp4AAAAJ
PhD student of University of California, Davis
Citations & Impact
Citations
101
H-index
6
i10-index
4
Publications
13
Co-authors
9
list available
Publications
Resume (English only)
Academic Achievements
- Recipient of the 2025 Excellence in Graduate Student Research Award from UC Davis College of Engineering
- Paper 'ReME: A Data-Centric Framework for Training-Free Open-Vocabulary Segmentation' accepted by ICCV 2025 as a Highlight Paper
- Paper 'VISLIX: An XAI Framework for Validating Vision Models with Slice Discovery and Analysis' accepted by EuroVis 2025
- Two papers ('AttributionScanner' and 'VISTA') accepted by IEEE TVCG in 2025
- Paper 'SLIM: Spuriousness Mitigation with Minimal Human Annotations' accepted by ECCV 2024
- Paper 'USE: Universal Segment Embeddings for Open-Vocabulary Image Segmentation' accepted by CVPR 2024
- Paper 'SUNY' accepted by XAI4CV Workshop at CVPR 2024
- Paper 'LabelVizier' accepted by IEEE PacificVis 2023
- Paper 'VAC-CNN' accepted by IEEE PacificVis 2022 and selected as a high-quality paper for IEEE TVCG publication
Background
- Ph.D. candidate in the Department of Computer Science at the University of California, Davis
- Research lies at the intersection of artificial intelligence, computer vision, and data analytics
- Focuses on advancing responsible and efficient AI scaling across heterogeneous modalities and diverse applications
- Designs efficient learning algorithms, AI-aided data analytics, and collaborative multi-modal/multi-agent systems to improve model trustworthiness, data quality, and AI adaptability
- Collaborates with researchers from National Taiwan University, Bosch Center for Artificial Intelligence, NIST, LANL, and Johns Hopkins University
