{
  "name": "Haoran Su",
  "preferred_name": "Brooklyn Su",
  "headline": "Staff ML Engineer at TikTok working on Large Recommendation Models",
  "location_signal": "United States",
  "education": [
    {
      "institution": "New York University",
      "credential": "Ph.D. Engineering",
      "year": "2025"
    },
    {
      "institution": "University of California, Berkeley",
      "credential": "B.Sc., B.A., M.Sc.",
      "year": "2020"
    }
  ],
  "focus_areas": [
    "Large Recommendation Models",
    "Recommender Systems",
    "Retrieval and Ranking",
    "Deep Transformers",
    "Multi-Agent Reinforcement Learning",
    "Geometric Deep Learning",
    "Machine Learning Systems"
  ],
  "selected_work": [
    {
      "title": "Manifold-Geometric Transformer",
      "type": "research",
      "url": "https://arxiv.org/abs/2601.01014"
    },
    {
      "title": "Multi-Agent Decision Transformer",
      "type": "research",
      "url": "https://arxiv.org/abs/2602.02903"
    },
    {
      "title": "EMVLight",
      "type": "research",
      "url": "https://www.sciencedirect.com/science/article/abs/pii/S0968090X22003680"
    },
    {
      "title": "LightSim",
      "type": "open-source",
      "url": "https://github.com/AnthonySu/LightSim"
    }
  ],
  "links": {
    "website": "https://brooklyn.su",
    "github": "https://github.com/AnthonySu",
    "linkedin": "https://www.linkedin.com/in/hs2022",
    "google_scholar": "https://scholar.google.com/citations?user=0s5Xa8gAAAAJ",
    "resume": "https://brooklyn.su/HaoranSu_CV_2026.pdf"
  }
}