Tianyi (Billy) Ma

Tianyi (Billy) Ma

He/His

CS PhD Student at University of Notre Dame

Multimodality and Large Multimodal Models (LMMs)

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Recently, I found a excellent blog that talked about existing Large Multimodal Models (LMMs). Here is the link to the blog.

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Guest Lecture

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I am honored to give a guest lecture for the course CSE 60745: Graph Learning: Techniques & Applications [Fall 2025] on the topic of Hypergraph Representation Learning and Applications.

Spec Kit with Coding Agents

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Spec-kit is an open source toolkit that allows you to focus on product scenarios and predictable outcomes instead of vibe coding every piece from scratch. It comes with 5 stages and 7 commands to facilitate the development team to build production-level projects quickly and efficiently (Of course, integrated with Coding Agents like Claude Code, Codex, etc.)

AI Trustworthy: from Principles to Practices

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Happy Thursday! Tomorrow, I am excited to give a presentation for Lucy Regional Industry Analytics Summer Internships. I will talk about the importance of AI trustworthiness, from principles to practices.

ND Summer Enrichment Program Starts Tomorrow!

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Happy Memorial Day! The Notre Dame Summer Enrichment Program (SEP) will start tomorrow! Tomorrow, I will present my project proposal during the opening meeting.