User profiles for Shishi Xiao

Shishi Xiao

Brown University
Verified email at brown.edu
Cited by 125

[HTML][HTML] Generative AI for visualization: State of the art and future directions

Y Ye, J Hao, Y Hou, Z Wang, S Xiao, Y Luo, W Zeng - Visual Informatics, 2024 - Elsevier
Generative AI (GenAI) has witnessed remarkable progress in recent years and demonstrated
impressive performance in various generation tasks in different domains such as computer …

Let the chart spark: Embedding semantic context into chart with text-to-image generative model

S Xiao, S Huang, Y Lin, Y Ye… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Pictorial visualization seamlessly integrates data and semantic context into visual representation,
conveying complex information in an engaging and informative manner. Extensive …

TypeDance: Creating semantic typographic logos from image through personalized generation

S Xiao, L Wang, X Ma, W Zeng - … of the 2024 CHI Conference on Human …, 2024 - dl.acm.org
Semantic typographic logos harmoniously blend typeface and imagery to represent semantic
concepts while maintaining legibility. Conventional methods using spatial composition and …

MetroBUX: A Topology-Based Visual Analytics for Bus Operational Uncertainty EXploration

S Xiao, Q Shi, L Shao, B Du, Y Wang… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
… (Shishi Xiao and Qing Shi contributed equally to this work.) (Corresponding author: Wei
Zeng.) Shishi XiaoShishi Xiao is currently pursuing the master’s degree with CMA Thrust, The …

WYTIWYR: A User Intent‐Aware Framework with Multi‐modal Inputs for Visualization Retrieval

S Xiao, Y Hou, C Jin, W Zeng - Computer Graphics Forum, 2023 - Wiley Online Library
Retrieving charts from a large corpus is a fundamental task that can benefit numerous
applications such as visualization recommendations. The retrieved results are expected to …

Modalchorus: Visual probing and alignment of multi-modal embeddings via modal fusion map

Y Ye, S Xiao, X Zeng, W Zeng - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Multi-modal embeddings form the foundation for vision-language models, such as CLIP
embeddings, the most widely used text-image embeddings. However, these embeddings are …

The contemporary art of image search: Iterative user intent expansion via vision-language model

Y Ye, Q Zhu, S Xiao, K Zhang, W Zeng - Proceedings of the ACM on …, 2024 - dl.acm.org
Image search is an essential and user-friendly method to explore vast galleries of digital
images. However, existing image search methods heavily rely on proximity measurements like …

CinePreGen: Camera Controllable Video Previsualization via Engine-powered Diffusion

Y Chen, A Rao, X Jiang, S Xiao, R Ma, Z Wang… - arXiv preprint arXiv …, 2024 - arxiv.org
With advancements in video generative AI models (eg, SORA), creators are increasingly using
these techniques to enhance video previsualization. However, they face challenges with …

CP‐NeRF: Conditionally Parameterized Neural Radiance Fields for Cross‐scene Novel View Synthesis

H He, Y Liang, S Xiao, J Chen… - Computer Graphics …, 2023 - Wiley Online Library
Neural radiance fields (NeRF) have demonstrated a promising research direction for novel
view synthesis. However, the existing approaches either require per‐scene optimization that …

Biointerface engineering with nucleic acid materials for biosensing applications

S Shi, J Chen, X Wang, M Xiao… - Advanced Functional …, 2022 - Wiley Online Library
Molecular recognition at the biointerface plays a critical role in sensing molecular interactions
(eg, DNA hybridization) and extracellular changes, which can directly affect the detection …