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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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Visual Diagnostics of Parallel Performance in Training Large-Scale DNN Models

IEEE TVCG | IEEE Transactions on Visualization and Computer Graphics

Diagnosing the cluster-based performance of large-scale deep neural network (DNN) models during training is essential for improving …

Yating Wei , Zhiyong Wang , Zhongwei Wang , Yong Dai , Gongchang Ou , Han Gao , Haitao Yang , Yue Wang , Caleb Chen Cao , Luoxuan Weng , Jiaying Lu , Rongchen Zhu , Wei Chen

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