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Posts by Collection
portfolio
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publications
VISAtlas: An Image-based Exploration and Query System for Large Visualization Collections via Neural Image Embedding
Published in IEEE Transactions on Visualization and Computer Graphics, 2022
Yilin Ye, Rong Huang, Wei Zeng
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Let the Chart Spark: Embedding Semantic Context into Chart with Text-to-image Generative Model
Published in IEEE Transactions on Visualization and Computer Graphics (VIS 23), 2023
Shishi Xiao, Suizi Huang, Yue Lin, Yilin Ye, Wei Zeng
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TimeTuner: Diagnosing Time Representations for Time-Series Forecasting with Counterfactual Explanations
Published in IEEE Transactions on Visualization and Computer Graphics (VIS 23), 2023
Jianing Hao, Qing Shi, Yilin Ye, Wei Zeng
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The Rich, the Poor, and the Ugly: An Aesthetic-Perspective Assessment of NFT Values
Published in Proceedings of the 16th International Symposium on Visual Information Communication and Interaction, 2023
Yihan Chen, Yilin Ye, Wei Zeng
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The Contemporary Art of Image Search: Iterative User Intent Expansion via Vision-Language Model
Published in Proceedings of CSCW 2024, 2023
Yilin Ye, Qian Zhu, Shishi Xiao, Wei Zeng
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IntentTuner: An Interactive Framework for Integrating Human Intents in Fine-tuning Text-to-Image Generative Models
Published in Proceedings of CHI 2024, 2023
Xingchen Zeng, Ziyao Gao, Yilin Ye, Wei Zeng
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ModalChorus: Visual Probing and Alignment of Multi-modal Embeddings via Modal Fusion Map
Published in IEEE Transactions on Visualization and Computer Graphics (VIS 24), 2024
Yilin Ye, Shishi Xiao, Xingchen Zeng, Wei Zeng
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Advancing Multimodal Large Language Models in Chart Question Answering with Visualization-Referenced Instruction Tuning
Published in IEEE Transactions on Visualization and Computer Graphics (VIS 24), 2024
Xingchen Zeng, Haichuan Lin, Yilin Ye, Wei Zeng
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SketchFlex: Facilitating Spatial-Semantic Coherence in Text-to-Image Generation with Region-Based Sketches
Published in Proceedings of CHI 2025 (Best Paper Honorable Mention), 2025
Haichuan Lin, Yilin Ye*, Jiazhi Xia, Wei Zeng
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AKRMap: Adaptive Kernel Regression for Trustworthy Visualization of Cross-Modal Embeddings
Published in ICML 2025 (poster), 2025
Yilin Ye, Junchao Huang, Jiazhi Xia, Wei Zeng
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talks
Talk 1 on Relevant Topic in Your Field
Published:
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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