2025
AKRMap: Adaptive Kernel Regression for Trustworthy Visualization of Cross-Modal Embeddings
ICML 2025 (poster)
Research archive
Publications
My work sits at the intersection of visualization, human–computer interaction, information retrieval, art, and generative AI.
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2025
SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches
Proceedings of CHI 2025 (Best Paper Honorable Mention)
2024
Advancing Multimodal Large Language Models in Chart Question Answering with Visualization-Referenced Instruction Tuning
IEEE Transactions on Visualization and Computer Graphics (VIS 24)
2024
ModalChorus: Visual Probing and Alignment of Multi-modal Embeddings via Modal Fusion Map
IEEE Transactions on Visualization and Computer Graphics (VIS 24)
2023
IntentTuner: An Interactive Framework for Integrating Human Intents in Fine-tuning Text-to-Image Generative Models
Proceedings of CHI 2024
2023
The Contemporary Art of Image Search: Iterative User Intent Expansion via Vision-Language Model
Proceedings of CSCW 2024
2023
The Rich, the Poor, and the Ugly: An Aesthetic-Perspective Assessment of NFT Values
Proceedings of the 16th International Symposium on Visual Information Communication and Interaction
2023
TimeTuner: Diagnosing Time Representations for Time-Series Forecasting with Counterfactual Explanations
IEEE Transactions on Visualization and Computer Graphics (VIS 23)
2023
Let the Chart Spark: Embedding Semantic Context into Chart with Text-to-image Generative Model
IEEE Transactions on Visualization and Computer Graphics (VIS 23)
2022
VISAtlas: An Image-based Exploration and Query System for Large Visualization Collections via Neural Image Embedding
IEEE Transactions on Visualization and Computer Graphics