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Home/Authors/Junyi Jessy Li

Junyi Jessy Li

2 indexed papers

Recent (6 mo)
2
With code
0
Influential cites
0
Benchmarked
0

Publications per year

2
26

Top categories

NLP×1AI×1Vision×1Stats Comp.×1

Frequent co-authors

Anshun Asher Zheng1×
Kanishka Misra1×
David I. Beaver1×
William Rudman1×
Abhishek Divekar1×
Kanishk Jain1×

Research Timeline

2026
VESTA: Visual Exploration with Statistical Tool Agents

VESTA introduces a novel agent framework that enhances Visual Language Models (VLMs) by equipping them with a dynamic, reusable toolkit of diagnostic and statistical tools, significantly improving automated quantitative model fitting on complex scientific data.

HERO'S JOURNEY: Testing Complex Rule Induction with Text Games

The paper introduces HERO'S JOURNEY, a benchmark for testing complex rule induction in text games, finding that while LLMs show limited rule induction ability, procedural tasks remain a significant challenge.

Highlighted terms show continued research focus across papers

Papers

cs.CLRecentJun 1, 2026

HERO'S JOURNEY: Testing Complex Rule Induction with Text Games

Anshun Asher Zheng, Kanishka Misra, David I. Beaver, Junyi Jessy Li

The paper introduces HERO'S JOURNEY, a benchmark for testing complex rule induction in text games, finding that while LLMs show limited rule induction ability, procedural tasks remain a significant ch…

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cs.AIcs.CVstat.CORecentMay 29, 2026

VESTA: Visual Exploration with Statistical Tool Agents

William Rudman, Abhishek Divekar, Kanishk Jain, Sebastian Joseph +5 more

VESTA introduces a novel agent framework that enhances Visual Language Models (VLMs) by equipping them with a dynamic, reusable toolkit of diagnostic and statistical tools, significantly improving aut…

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