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studying
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studying
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  • Imperial College London
  • London, United Kingdom
  • 08:38 (UTC)

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TianRui-Song717/README.md

Hi πŸ‘‹, I'm Tianrui Song

🌟 I'm applying for the 2026 fall Ph.D. 🏫

About me

  • πŸ”­ I’m currently working on LLMs
  • 🌱 I’m currently applying for Ph.D., starting from 2026 fall.
  • πŸ“ I'm currently living in Guangzhou, China.
  • πŸ“« How to reach me: [email protected], [email protected]
  • πŸ’¬ Ask me about πŸ€–AI, font-end, back-end, and πŸ“·video making

πŸ“š Publications

  • AAAI 2026 Tianrui Song, Wenshuo Chao, Hao Liu. **"Hard vs. Noise: Resolving Hard-Noisy Sample Confusion in Recommender Systems via Large Language Models."
  • NeurIPS 2025 Fan Liu, Zherui Yang, Cancheng Liu, Tianrui Song, Xiaofeng Gao, Hao Liu. MM-Agent: LLM as Agents for Real-world Mathematical Modeling Problem

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. 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

  4. mle-bench mle-bench Public

    Forked from openai/mle-bench

    (Forked from OpenAI) MLE-bench is a benchmark for measuring how well AI agents perform at machine learning engineering

    Python

  5. TianRui-Song717 TianRui-Song717 Public

    MY Github Profile