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yang-su2000/README.md

Welcome to Yang's GitHub

Hi there! I am an MS student from Cornell, focusing on scalable language modeling, data generation, and agent systems.

I am happy to chat and discuss potential collaborations, feel free to reach out by

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🌟 Studying Zone

I am collaborating with Cornell ICPC and Millennium to build efficient LLMs for code and data generation.

  • This work is called ALICE (Aligning Language models for Interactive Code Execution), find more about it at alicellm.github.io.
  • ALICE is a meta-agent collaboration system that generates high-quality data through multi-turn interactions and feedback without human intervention.
  • It produces multimodal data with traces from agent strategies like ReAct and Reflexion, which are scarce but offer potential for aligning advanced LLMs.

Previously, I led the prior work of ALICE called Voice2Action with Cornell XRC, an Unity Package for real-time code execution in VR.

I am also working on large-scale generation augmented retrieval systems (opposed to RAG) at Cornell NLP.

I used to work on graph machine learning at AWS AI Lab (2021-2022) and contribute to the open source Deep Graph Library.

πŸ‘€ Chilling Zone

I like programming! I lead the "Cornell Tech" Group at Cornell ICPC and won the Top 20% in 2023 Regional!

LeetCode CodeForces Visitors

I enjoy cooking, listening to music of all forms, playing ping-pong, reading science fiction, and more!

⚑ Developing Zone

πŸ“ˆ "Accepted" Zone

Pinned

  1. Voice2Action Voice2Action Public

    ALICE and its prior work, Voice2Action: Language Models as Agent for Efficient Real-Time Interaction in Virtual Reality

    C# 29 3

  2. dmlc/dgl dmlc/dgl Public

    Python package built to ease deep learning on graph, on top of existing DL frameworks.

    Python 13.1k 3k

  3. luyug/GradCache luyug/GradCache Public

    Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint

    Python 317 19

  4. RageAgainstThePixel/com.openai.unity RageAgainstThePixel/com.openai.unity Public

    A Non-Official OpenAI Rest Client for Unity (UPM)

    C# 414 61