a Ph.D. candidate, Harbin Institute of Technology, Shenzhen.
(now) Ph.D. candidate, Computer Science, Harbin Institute of Technology, Shenzhen
(2020) M.Eng. Computer Science, Harbin Institute of Technology, Shenzhen
(2013) B.Eng. Software Engineering, Jinggangshan University
Research Interets
Graph Neural Networks
Spatial-Temporal Deep Learning
Recommend System
Large Language Model
Grants
(2022) National Natural Science Foundation of China General Project "Research on Spatiotemporal Attribute Graph Prediction Method Based on Non-Euclidean Space", 530K yuan. (Participant, Ph.D. dissertation topic)
(2022) Shenzhen Science and Technology Planing Project "Intelligent Monitoring and Early Warning Technology for Small and Medium-Scale Sudden Severe Weather Disasters", 6M yuan. (Participant)
(2021) China General Nuclear Power Corporation Project "Unmanned Operation System for Photovoltaic Power Stations Based on Big Data", 8M yuan. (Participant)
Talks
(2022 -- 2023) Seminar Talk, Introduction to Combine GCN and CNN in a unify operator, The University of Hong Kong
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(2022 -- 2023) Conference Talk, A User Intention Aware Graph Neural Network for Session-Based Recommendation, ICASSP 2023
[silde][video]
Reviewers
(2024) Reviewer of Journal of Scientific Computing
(2023) Reviewer of Neural Networks
(2022) Reviewer of ACM MM 2023, ICASSP 2023
Awards
(2020 –– 2024) Doctoral Scholarship, Harbin Institute of Technology, Shenzhen
(2021 –– 2022) Outstanding Student Cadre, Harbin Institute of Technology, Shenzhen
(2020 –– 2021) Outstanding Student, Harbin Institute of Technology, Shenzhen
(2018 –– 2020) First–Class Scholarship, Harbin Institute of Technology, Shenzhen
Work Experience
(2021 -- 2021) Research Assistant, The University of Hong Kong, supervised by Prof. Michael K. Ng
(2022 -- 2023) LLM Research Intern, TCL Corporate Research (Hong Kong)
(2013 -- 2014) Java Application Developer, IBM (Shenzhen)
Patents
(2022) Li Xia, Ye Yunming, Xu Guangning, Liu Xingrun, Liu Dong. Method, Device, Equipment, Medium, and Prediction Method for Aerosol Prediction. Publication Number is CN114936700A
(2022) Li Xia, Ye Yunming, Xu Guangning, Liu Xingrun, Liu Dong. Method, Device, Equipment, Medium, and Prediction Method for Wind Field Prediction. Publication Number is CN114970855A
(2022) Li Xia, Ye Yunming, Xu Guangning, Liu Xingrun, Liu Dong. Method, Device, Equipment, Medium, and Prediction Method for for Temperature Profile Prediction. Publication Number is CN114997490A
