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  • The Hong Kong University of Science and Technology (Guangzhou)
  • Guangzhou, China
  • 22:37 (UTC +08:00)

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TianRui-Song717/README.md

Hi πŸ‘‹, I'm Tianrui Song

🌟 I'm applying for the 2025 fall Ph.D. 🏫

About me

  • πŸ”­ I’m currently working on LLMs and Recommender Systems
  • 🌱 I’m currently applying for Ph.D., starting from 2025 fall.
  • πŸ“ I'm currently living in Guangzhou, China.
  • πŸ“« How to reach me: tsong847@connect.hkust-gz.edu.cn
  • πŸ’¬ Ask me about πŸ€–AI, font-end, back-end, and πŸ“·video making

πŸ“š Publications

  • UNDER REVIEW Tianrui Song, Wenshuo Chao, Hao Liu. "Large Language Model Enhanced Hard Sample Identification for Denoising Recommendation." arXiv preprint arXiv:2409.10343 (2024). https://arxiv.org/abs/2409.10343

πŸ€– My AI Projects

  • LLMS + MEMS Packaging design (M.Phil. Project, ongoing)

  • Cross-lingual Instruction Tuning for Low resource language models(ongoing， target: 2025 ACL)

  • LLMs Data Science Agent (Exploring)

  • Denoise Recommender System Sampler Design (conducting experiment, target: 2025 SIGIR/ICML)

My Development Projects

Languages and Tools:

python pytorch scikit_learn pandas seaborn css3 html5 javascript vuejs django flask android figma

Weight and Bias Activities (9th Sep. 2024)

I am actively conducting experiments using Wandb. image (see https://wandb.ai/tianruisong717 for the most updated version)

Pinned Loading

  1. RecCFDenoise RecCFDenoise Public

    Implementation of denoise recommender systems based on RecBole

    Python

  2. iGEM2020_Website iGEM2020_Website Public

    The website developed for iGEM 2020 (International Genetically Engineered Machine competition)

    HTML

  3. TianRui-Song717 TianRui-Song717 Public

    MY Github Profile

  4. DS-Agent DS-Agent Public

    Forked from guosyjlu/DS-Agent

    Official implementation of "DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning" in ICML'24

    Python