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Ali-Aghayari/README.md

Hi, I'm Ali

Typing SVG

🔍 About Me

I’m a B.Sc. Computer Engineering student at Sharif University of Technology, focusing on generative models, multimodal learning, and information retrieval.

  • 🧠 Research Assistant, RIML Lab, SUT — with Prof. Mohammad Hossein Rohban; developing CARINOX (AAAI 2025 submission).
  • 🌏 Former Research Assistant, CogAI4Sci Lab, NUS — with Prof. Dianbo Liu; studying compositional representations.
  • 📈 Former Research Intern, HKUST — with Prof. Raymond Chi-Wing Wong; improving sequential recommender systems.
  • 🔎 Former Research Intern, L3S Research Center — with Prof. Prasenjit Mitra; enhancing CLIP explainability and compositional accuracy.

🎯 Research Interests

  • Compositional learning in generative models
  • Inference-time optimization for text-to-image models
  • Multimodal representation learning
  • Information retrieval and recommender systems

📫 Contact

Pinned Loading

  1. Recformer Recformer Public

    Enhancement research on the KDD'23 paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation". Explores user data embeddings with the H&M dataset to extend RecFor…

    Python

  2. MIR-PROJ MIR-PROJ Public

    Comprehensive IMDb Search Engine A multi-phase project implementing information retrieval, classification, and recommendation systems. Features include traditional search methods, enhanced results …

    Jupyter Notebook

  3. ML-Models ML-Models Public

    Hands-on implementation of machine learning algorithms including Decision Trees, KMeans, PCA, Linear Regression, Logistic Regression, Naive Bayes, and Support Vector Machines. Features both custom …

    Jupyter Notebook 1

  4. ML-Project ML-Project Public

    End-to-end NLP pipeline: dataset exploration, text preprocessing, feature extraction (TF-IDF, Word2Vec), LSTM model training, and evaluation with precision, recall, and F1-score metrics.

    Jupyter Notebook

  5. Civilization-Project Civilization-Project Public

    Forked from AdvancedProgrammingSUT2022/project-group-26

    A Java-based Civilization-inspired game with mechanics for city development, resource management, unit control, and technology advancement. Features modular design with JavaFX GUI and unit tests.

    Java

  6. State.io-project State.io-project Public

    Forked from Fundamentals-of-Programming-2021/state.io

    A C-based replica of 'State.io,' featuring strategic gameplay, map selection, and a dynamic UI powered by SDL2 for graphics rendering.

    C