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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Research blog
Experiments, ideas, and working notes on hallucination in vision-language models.
About Me
About Me
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Posts
A notebook for VLM hallucination research
Published:
A place for experiment results, ideas, and open questions from my work on VLM hallucination.
publications
Visual Analysis of Simulation Uncertainty Using Cost-Effective Sampling
Annie Preston, Yiran Li, Franz Sauer, and Kwan-Liu Ma
Published in IEEE Symposium on Large Data Analysis and Visualization (LDAV) 2018, 2018
A Visual Analytics System for Multi-Model Comparison on Clinical Data Predictions
Yiran Li, Takanori Fujiwara, Yong K. Choi, Katherine K. Kim, and Kwan-Liu Ma
Published in IEEE PacificVis 2020 Workshop on Visualization Meets AI, 2020
Comparative Visual Analytics for Assessing Medical Records with Sequence Embedding
Rongchen Guo, Takanori Fujiwara, Yiran Li, Kelly M. Lima, Soman Sen, Nam K. Tran, Kwan-Liu Ma
Published in IEEE PacificVis 2020 Workshop on Visualization Meets AI, 2020
Umbra: A Visual Analysis Approach for Defense Construction Against Inference Attacks on Sensitive Information
Xumeng Wang, Chris Bryan, Yiran Li, Rusheng Pan, Yanling Liu, Wei Chen, and Kwan-Liu Ma
Published in IEEE Transactions on Visualization and Computer Graphics, 2020
ChartStory: Automated Partitioning, Layout, and Captioning of Charts into Comic-Style Narratives
Jian Zhao, Shenyu Xu, Senthil Chandrasegaran, Chris Bryan, Fan Du, Aditi Mishra, Xin Qian, Yiran Li, and Kwan-Liu Ma
Published in IEEE Transactions on Visualization and Computer Graphics, 2021
A Visual Analytics System for Water Distribution System Optimization
Yiran Li, Erin Musabandesu, Takanori Fujiwara, Frank J Loge, and Kwan-Liu Ma
Published in IEEE Visualization Conference (VIS) 2021, 2021
Visual Analytics of Neuron Vulnerability to Adversarial Attacks on Convolutional Neural Networks
Yiran Li, Junpeng Wang, Takanori Fujiwara, and Kwan-Liu Ma
Published in ACM Transactions on Interactive Intelligent Systems, 2023
How Does Attention Work in Vision Transformers? A Visual Analytics Attempt
Yiran Li, Junpeng Wang, Xin Dai, Liang Wang, Chin-Chia Michael Yeh, Yan Zheng, Liang Wang, Kwan-Liu Ma
Published in IEEE PacificVis 2023, 2023
A Study of Healthcare Team Communication Networks using Visual Analytics
Hsiao-Ying Lu, Yiran Li, Brittany Garcia, Shin-Ping Tu, and Kwan-Liu Ma
Published in ICMHI: International Conference on Medical and Health Informatics, 2023
Visual Analytics for Efficient Image Exploration and User-Guided Image Captioning
Yiran Li, Junpeng Wang, Prince Aboagye, Michael Yeh, Yan Zheng, Liang Wang, Wei Zhang, Kwan-Liu Ma
Published in Accepted by IEEE PacificVis 2024 TVCG Track, 2024