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yifanzhang-pro/README.md
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About Me

I am Yifan Zhang, a CS graduate (MPhil) student at the Institute for Interdisciplinary Information Sciences (IIIS), Tsinghua University, advised by Prof. Andrew Chi-Chih Yao and Prof. Yang Yuan.

For the academic year 2024-2025, I am a visiting graduate student at UCLA, advised by Prof. Quanquan Gu.

Feel free to reach out via email, X, or WeChat!

If you have any questions or topics you'd like to discuss, please let me know!

Research Topics

  • Foundation Models (Language Models)
  • AI Reasoning & AI Safety
  • Representation Learning

Pinned Loading

  1. iiis-ai/cumulative-reasoning iiis-ai/cumulative-reasoning Public

    Official implementation of paper "Cumulative Reasoning With Large Language Models" (https://arxiv.org/abs/2308.04371)

    Python 290 32

  2. AutoMathText AutoMathText Public

    Official implementation of paper "Autonomous Data Selection with Language Models for Mathematical Texts" (As Huggingface Daily Papers: https://huggingface.co/papers/2402.07625)

    Python 79 5

  3. iiis-ai/IterativeQuestionComposing iiis-ai/IterativeQuestionComposing Public

    Official implementation of AAAI 2025 paper "Augmenting Math Word Problems via Iterative Question Composing"(https://arxiv.org/abs/2401.09003)

    Python 17 1

  4. general-preference/general-preference-model general-preference/general-preference-model Public

    Official implementation of paper "General Preference Modeling with Preference Representations for Aligning Language Models" (https://arxiv.org/abs/2410.02197)

    Python 21 2

  5. Matrix-SSL Matrix-SSL Public

    Official implementation of ICML 2024 paper "Matrix Information Theory for Self-supervised Learning" (https://arxiv.org/abs/2305.17326)

    Python 27 5

  6. Kernel-InfoNCE Kernel-InfoNCE Public

    Official implementation of ICLR 2024 paper "Contrastive Learning Is Spectral Clustering On Similarity Graph" (https://arxiv.org/abs/2303.15103)

    Python 19 3