Machine Learning Graph Multimodal Federated Learning 2020 -- now Federated Learning; Partial Observation; Cross Modalities Spatiotemporal Causal Disentanglement 2023 Spatiotemporal Data Analysis; Unsupervised Learning; VAE; Gaussian Process; Graph Factorization Partially-observable Multimodal Learning 2020, 2021 Graph Neural Networks; Meta-learning; Cross Modalities Spatiotemporal Collaborative Learning 2023-now Knowledge Disentanglement; Distributed Online Learning Efficient Topology-aware Transfer Learning 2023-now Large Language Models; Model Compression and Accelaration Natural Language Processing Multimodal Information Extraction Summer 2022 Visually-rich Documents; Transformers; BERT; Few-shot Learning; Meta Learning Emotional Language Generation 11/2018 – 03/2019 Natural Language Generation; VAE; GAN; Language Modeling; Reinforcement Learning Graphics/Vision 3D Scene Neural Stylistic Rendering 03/2017 – 08/2018 Master's Thesis Human Action Recognition from Video Bitstreams 12/2014 - 05/2015 Robotics/RL Autonomous Drone for Search & Rescue 12/2015 – 12/2016 *Won the 4th Place in 2016 International Contest of DJI Developer Challenge TurtleBot Autonomous Security Guard Fall 2018 Human-like Car Following Fall 2020 Deep Reinforcement Learning; Deterministic Policy Gradient
