Tian Xie

AI Researcher

Mountain View, California, United States3 yrs 7 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in Machine Learning and AI research.
  • Developed advanced models for social media engagement.
  • Strong background in graph-based learning techniques.
Stackforce AI infers this person is a Machine Learning Specialist with a focus on AI research and social media applications.

Contact

xtian@fb.comLinkedIn

Skills

Core Skills

Monetization GenaiLarge Language ModelsMachine Learning

Other Skills

Deep Q-NetworksDiffusion ModelsGraph Representation LearningGraph representation learningMultimodal Large Language ModelsRecommender SystemsReinforcement Learning

Experience

Meta

2 roles

Staff Research Scientist

Promoted

Aug 2022 – Present · 3 yrs 7 mos · Menlo Park, California, United States

  • Monetization GenAI; Diffusion Models; Multimodal Large Language Models
Monetization GenAIDiffusion ModelsMultimodal Large Language ModelsLarge Language Models

Software Engineer, Machine Learning

May 2021 – Aug 2021 · 3 mos · Menlo Park, California, United States

  • 1. Build a Deep Q-Networks (DQN) model for Sustainable Groups boosting in NewsFeed;
  • 2. Set up the Reinforcement Learning pipelines in Sustainable Groups Notifications;
Deep Q-NetworksReinforcement LearningMachine Learning

腾讯

Research Scientist

Jul 2019 – Sep 2019 · 2 mos · Shenzhen, Guangdong, China

  • The Machine Learning Center at Tencent AI Lab
  • Advisor: Prof. Junzhou Huang
  • 1. Reinforcement learning on graph molecular generation.
  • 2. Graph representation learning on large-scale social network.
Reinforcement LearningGraph Representation LearningMachine Learning

Education

University of Southern California

Doctor of Philosophy - PhD — Electrical and Computer Engineering

Jan 2017 – Jan 2022

University of Southern California

Master of Science - MS — Computer Science

Jan 2017 – Jan 2020

Fudan University

Bachelor's degree — Physics

Jan 2013 – Jan 2017

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