8000 MINGYISU (MINGYI SU) · GitHub
[go: up one dir, main page]
Skip to content
View MINGYISU's full-sized avatar
6 followers · 4 following

Achievements

Achievement: YOLOAchievement: Pull Shark

Achievements

Achievement: YOLOAchievement: Pull Shark

Block or report MINGYISU

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
mingyisu/README.md

Hi, I'm Mingyi Su 👋

Undergraduate researcher at the University of Waterloo, working with Prof. Wenhu Chen at TIGER-AI-Lab.

🌐 Website: mingyisu.github.io/mingyisu · 🎓 Google Scholar · 🤗 Hugging Face · 💼 LinkedIn · 📫 m7su@uwaterloo.ca

🔭 Research Interests

  • Trustworthy AI agents: self-verification, error recognition, and reliable task completion
  • Reward modeling & RL for more reliable agent behavior
  • Evaluation & benchmarking of LLMs and AI agents
  • Multimodal representation learning & retrieval across text, image, video, and speech

📝 Selected Publications

  • MMEB-V3: Measuring the Performance Gaps of Omni-Modality Embedding Models. COLM 2026 · Paper
  • VLM2Vec-V2: Advancing Multimodal Embedding for Videos, Images, and Visual Documents. TMLR 2026 · Paper · Code · Leaderboard
  • BrowseComp-Plus: A Fair and Disentangled Evaluation Benchmark for Deep Search Agents. ACL 2026 · Paper
  • B3: Breaking the Batch Barrier of Contrastive Learning via Smart Batch Mining. NeurIPS 2025 · Paper
  • VideoScore2: Think before You Score in Generative Video Evaluation. arXiv 2025 · Paper

🛠️ Projects

🧰 Tools

Python · PyTorch · Transformers · TRL · LangChain · R · C++ · SQL

💬 I'm looking for graduate research opportunities. Feel free to reach out!

Pinned Loading

  1. VLM2Vec VLM2Vec Public

    Forked from TIGER-AI-Lab/VLM2Vec

    This repo contains the code for "VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks" [ICLR25]

    Python

  2. Trustworthy-Medical-AI-Multi-Judge-Evaluation-and-Alignment-Framework Trustworthy-Medical-AI-Multi-Judge-Evaluation-and-Alignment-Framework Public

    This project presents an evaluation framework for assessing the reliability and safety of AI medical note generators.

    Python

  3. TransformerFromScratch TransformerFromScratch Public

    This project implements a simple transformer architecture (GPT2-like) from scratch, using PyTorch. It is just a minimal implementation for quick demo and educational purpose.

    Python

  4. ECG_Digitalization_from_Photographs ECG_Digitalization_from_Photographs Public

    A deep learning model that recognizes and extracts ECG (electrocardiogram) signals from raw photographs of ECG printouts. This project uses a specialized CNN architecture with attention mechanisms …

    Python

  5. THENET THENET Public

    Python

  6. UserEngagementOptimizer UserEngagementOptimizer Public

    This project analyzes user interaction data from the Federato RiskOps platform, a SaaS solution used by insurance underwriters to assess risk and issue quotes. The goal is to model user behavior, i…

    Python

0