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Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: Pull SharkAchievement: Starstruck

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z1zs/README.md

I'm Jiahao Huo, a Mphil student at HKUST(GZ), China

  • 🌌 I major in Data Science

  • 🔑 My research focus on interpretability and multimodal AI.

  • 🌱 I’m currently learning Functional Analysis and Differential Privacy

  • ✨ I also have a strong interest in mathematics, programming and data visualization

  • ⚡ I love games (Valorant, CS2, DDraceNetwork) and animes (Case Closed, K-On!)

  • 🕊️ I also like watching birds in my leisure time

  • 🤣 You may want to find more information in My Homepage


My Skill Set

Machine Learning

pytorch huggingface sklearn OpenCV TensorFlow Python R

Developing

C C++ Git Linux Nginx Bash PowerShell MySQL

Toolkits

plotly matplotlib LaTeX mermaid pandas streamlit PostgreSQL MongoDB Flask

Connect with me

huggingface kaggle github leetcode

Recommended Links

Blogs & Websites

Decoding intermediate activations in llama-2-7b
Advanced skills for Python
The Algorithmic Foundations of Differential Pivacy
Programming Differential Pivacy

Repos

Interpretability Experiments
Representation Fine-tuning
Multimodal Unlearning
Courese work for Database

Books

Advanced Calculus by Woods (recommended by Richard Feynman)
Information Theory, Inference, and Learning Algorithms by David MacKay

People

I sincerely appreciate everyone who has helped me!
Nrimsky
NielsRogge
Tianyi Tang
Zhengxuan Wu
Alexey Dontsov
Weijia Wu
Bill Aronis

Pinned Loading

  1. MMNeuron MMNeuron Public

    Official implementation of "MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language Model". Our codes are borrowed from Tang's language specific neurons imple…

    Python 25 1

  2. MMUnlearner MMUnlearner Public

    Official implement of ACL'25 Findings paper "MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models".

    Python 19 4

  3. Causal-Embed Causal-Embed Public

    Official implement of arxiv paper "CausalEmbed: Auto-Regressive Multi-Vector Generation in Latent Space for Visual Document Embedding".

    Python 2

  4. PMark-repo/PMark PMark-repo/PMark Public

    Python 2 1

  5. MemTensor/MemOS MemTensor/MemOS Public

    AI memory OS for LLM and Agent systems(moltbot,clawdbot,openclaw), enabling persistent Skill memory for cross-task skill reuse and evolution.

    Python 6k 543