most citedVIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation

1 citations · 1 across the 4 of their papers we have counts for

collaborators

6 papers

cs.CV2025

DreamJourney: Perpetual View Generation with Video Diffusion Models

Bo Pan, Yang Chen, Yingwei Pan +3

Perpetual view generation aims to synthesize a long-term video corresponding to an arbitrary camera trajectory solely from a single input image. Recent methods commonly utilize a p…

cs.CV20251 cited

VIS-Shepherd: Constructing Critic for LLM-based Data Visualization Generation

Bo Pan, Yixiao Fu, Ke Wang +15

Data visualization generation using Large Language Models (LLMs) has shown promising results but often produces suboptimal visualizations that require human intervention for improv…

cs.IR2025

XGraphRAG: Interactive Visual Analysis for Graph-based Retrieval-Augmented Generation

Ke Wang, Bo Pan, Yingchaojie Feng +4

Graph-based Retrieval-Augmented Generation (RAG) has shown great capability in enhancing Large Language Model (LLM)'s answer with an external knowledge base. Compared to traditiona…

cs.GR2025

IntuiTF: MLLM-Guided Transfer Function Optimization for Direct Volume Rendering

Yiyao Wang, Bo Pan, Ke Wang +8

Direct volume rendering (DVR) is a fundamental technique for visualizing volumetric data, where transfer functions (TFs) play a crucial role in extracting meaningful structures. Ho…

cs.CL2025

Multimodal DeepResearcher: Generating Text-Chart Interleaved Reports From Scratch with Agentic Framework

Zhaorui Yang, Bo Pan, Han Wang +8

Visualizations play a crucial part in effective communication of concepts and information. Recent advances in reasoning and retrieval augmented generation have enabled Large Langua…

cs.HC2025

Exploring Multimodal Prompt for Visualization Authoring with Large Language Models

Zhen Wen, Luoxuan Weng, Yinghao Tang +5

Recent advances in large language models (LLMs) have shown great potential in automating the process of visualization authoring through simple natural language utterances. However,…