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researcher

Pengwei Sui

6 papers hereh-index 4199 citations9 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author5

Across the 5 of 6 papers where every author was matched, so the position is known.

fields
  • cs.CL2
  • cs.HC2
  • cs.AI1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedLearning Implicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning

47 citations · 53 across the 6 of their papers we have counts for

collaborators
Showing cs.HCShow all

2 papers · 1 filter

cs.HC2025

A Generative AI System for Biomedical Data Discovery with Grammar-Based Visualizations

Devin Lange, Shanghua Gao, Pengwei Sui +4

We explore the potential for combining generative AI with grammar-based visualizations for biomedical data discovery. In our prototype, we use a multi-agent system to generate visu…

cs.HC2025

YAC: Bridging Natural Language and Interactive Visual Exploration with Generative AI for Biomedical Data Discovery

Devin Lange, Shanghua Gao, Pengwei Sui +7

Incorporating natural language input has the potential to improve the capabilities of biomedical data discovery interfaces. However, user interface elements and visualizations are…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.