Education
University of Southern California
August 2022 - present
Master of Science in Computer Engineering
GPA: 3.82/4.0
Hubei University
September 2018 - June 2022
Bachelor of Engineering in Computer Science and Technology
GPA: 85.56/100
Department Rank: Top 10%
Research experience
Autonomous Networks Research Group
May 2023 - present
University of Southern California
Instructor: Prof. Bhaskar Krishnamachari
Directed Research
- Developed a Raspberry Pi based IoT DDoS simulation framework with a time-step driven architecture, using a control server to manage node behaviors and simulate botnet states through UDP protocol based on a real IoT dataset.
- Applied a Spatio-Temporal Graph Convolutional Network (ST-GCN) model for deep learning analysis of network data, and implemented an inference framework on Raspberry Pi with TensorFlow for real-time DDoS attack detection.
AI Lab
March 2019 - December 2021
Hubei University
Instructor: Prof. Lan You
Research Assistant
- Designed a food security platform with a Neo4j graph database, interactive knowledge graph visualization, and dynamic maps.
- Developed a spatial-temporal recommendation system for taxi waiting times using an optimized MLP neural network.
- Contributed to a real-time vessel trajectory prediction system using AIS data and an optimized Seq2Seq model.
- Built a binary-class image recognition ensemble model using mainstream neural networks
Research Interest
IoT and Computer Network, Network Security, Machine Learning, Distributed System, Edge Computing, Natural Language Processing, Knowledge Graphs