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Achievement: Pull Sharkx2Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: YOLOAchievement: Starstruck

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SueMarsR/README.md

Tianyi Ma

Ph.D. student @ Michigan State University · Multimodal reasoning & interactive agents

I study multimodal reasoning for agents that operate in interactive worlds.

Selected research

  • SkillNav — First-author work on composing vision-and-language navigation skills with a VLM router. ACL 2026 Oral · paper · code
  • SaaS-Bench — A benchmark for computer-use agents on professional SaaS workflows. Preprint 2026 · paper · code

Homepage · Google Scholar · LinkedIn

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  1. HLR/SkillNav HLR/SkillNav Public

    Breaking Down and Building Up: Mixture of Skill-Based Vision-and-Language Navigation Agents

    Python 33 1

  2. UniPat-AI/SaaS-Bench UniPat-AI/SaaS-Bench Public

    Official repository for SaaS-Bench: realistic, locally deployable SaaS workflows for GUI agent evaluation.

    Python 96 12