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AgentLens: Visual Analysis for Agent Behaviors in LLM-based Autonomous Systems

IEEE TVCG | IEEE Transactions on Visualization and Computer Graphics

Recently, Large Language Model based Autonomous System (LLMAS) has gained great popularity for its potential to simulate complicated …

Jiaying Lu , Bo Pan , Jieyi Chen , Yingchaojie Feng , Jingyuan Hu , Yuchen Peng , Wei Chen

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Differentiable Design Galleries: A Differentiable Approach to Explore the Design Space of Transfer Functions

IEEE VIS | Proceedings of the IEEE VIS: Visualization & Visual Analytics

The transfer function is crucial for direct volume rendering (DVR) to create an informative visual representation of volumetric data. …

Bo Pan , Jiaying Lu , Haoxuan Li , Weifeng Chen , Yiyao Wang , Minfeng Zhu , Chenhao Yu , Wei Chen

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XNLI: Explaining and Diagnosing NLI-based Visual Data Analysis

IEEE TVCG | IEEE Transactions on Visualization and Computer Graphics

Natural language interfaces (NLIs) enable users to flexibly specify analytical intentions in data visualization. However, diagnosing …

Yingchaojie Feng , Xingbo Wang , Bo Pan , Kam Kwai Wong , Yi Ren , Shi Liu , Zihan Yan , Yuxin Ma , Huamin Qu , Wei Chen

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