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XiandaDu/README.md

Hello👋 I'm Xianda(Allen) Du!

🎓 Education

  • University of Waterloo - Undergrad in Computer Engineering ('27🧑‍🎓)
  • CGPA: 4.0 out 4.0 until April 2026.
  • Publications in ACL 2025 (Paper) and SIGIR 2026 (Paper). Tags: NLP, LLM, Benchmark, RAG, Climate Science

🔎 Research

Research Assistant — McGill University | Advisor: Prof. Renee Sieber

  • WeatherArchive-Bench — Benchmark for retrieval-augmented reasoning over 1M+ archival news segments with IPCC-aligned vulnerability assessment. (SIGIR 2026)
  • WXImpactBench — First benchmark for evaluating LLMs on multi-label classification and ranking of disruptive weather impacts. (ACL 2025 Findings)
  • WXChat — Large-scale archival newspaper digitization pipeline with layout-aware OCR and LLM-based post-correction.

Research Assistant — University of Waterloo | Advisor: Prof. Wenhu Chen

  • VIEScore2 — Unified SFT framework for vision-language models on image quality assessment with visual grounding.

Undergraduate Research Assistant — University of Waterloo | Advisor: Prof. En-Hui Yang

  • Noise-Injection Analysis — Analysis of Gaussian noise and adversarial perturbations on intermediate representations in pretrained ResNet-18.

💼 I am looking for 2026 Sept to 2026 Dec AI/ML Developer or Researcher Intern

🌐 I'm looking for AI related internship and/or research positions

☕ I have research experiences in NLP, Information Retrieval and VLM

🤖 I'm good at React/Express/Spring based full-stack development as well

🤝 Feel free to get in touch


⚒️ Frameworks, Languages and Tools








Very Glad to Meet You!!

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  1. 3d_web 3d_web Public

    This is my profile built upon the popular framework React.js. This personal website stands out with its 3D models, ensuring an unforgettable browsing experience. Integrated with EmailJS, it empower…

    JavaScript 1

  2. Michaelyya/WXImpactBench Michaelyya/WXImpactBench Public

    WXImpactBench: A Disruptive Weather Impact Understanding Benchmark for Evaluating Large Language Models

    Python 6 2

  3. Digit-Recognition Digit-Recognition Public

    This is a digit recognition project, powered by Python, TensorFlow, and Jupyter Notebook for model training and evaluation, coupled with React.js for the frontend deployed on Vercel, enables the ac…

    Jupyter Notebook

  4. Note-App Note-App Public

    This is a note-taking application that seamlessly integrates with Google login for user authentication via Passport.js. This project crafted MongoDB for data storage and Mongoose for ORM. Also, lev…

    EJS

  5. ViewTube ViewTube Public

    This project is a dynamic video-playing platform that showcases my expertise in web development. With a sleek interface powered by React.js, MaterialUI and RapidAPI, it offers seamless video playba…

    JavaScript

  6. WatAIOliver WatAIOliver Public

    This is the oliver repo of watai - Oliver model. A RAG based LLM.

    Python 6