Basic information
I received the B.S. degree in software engineering from the University of Electronic Science and Technology of China (UESTC) in 2018, and also received the M.S. degree in UESTC in 2021 . My current research interests include neural ODEs, spatio-temporal data mining, urban flow super resolution, and time series analysis. Now, i'm working for Bytedance and as an algorithm engineer in the visual computing group. If you want to join us, please contact me through the following ways：
E-Mail: liliang2333[AT]gmail.com; 474225654[AT]qq.com; liliang.uestc[AT]bytedance.com
Github: https://github.com/Anewnoob.
CSDN: https://blog.csdn.net/lagli2333
ORCID: https://orcid.org/0000-0002-2686-497X
Google scholar: Liang Li
Affiliation: University of Electronic Science and Technology of China,School of Information and Software Engineering
Selected Research
[AAAI 2021] Forecasting Reservoir Inflow via Recurrent Neural ODEs (accepatance rate: 1,692/9,034=21%)
Fan Zhou, Liang Li
[SIGKDD 2020] Forecasting the Evolution of Hydropower Generation (accepatance rate: 121/756=16.0%)
DOI: 10.1145/3394486.3403337
Fan Zhou, Liang Li, Kunpeng Zhang, Goce Trajcevski, Fuming Yao, Ying Huang, Ting Zhong, Jiahao Wang and Qiao Liu
[IJCAI-PRICAI 2020] Enhancing Urban Flow Maps via Neural ODEs (accepatance rate: 592/4717=12.6%)
DOI: 10.24963/ijcai.2020/180
Fan Zhou, Liang Li , Ting Zhong, Goce Trajcevski, Kunpeng Zhang and Jiahao Wang
[Transportation Research Part C] Urban Flow Prediction with Spatial-Temporal Neural ODEs
Fan Zhou, Liang Li, Kunpeng Zhang and Goce Trajcevski
[ICISCE 2019] Hydropower Generation Forecasting via Deep Neural Network
DOI: 10.1109/icisce48695.2019.00071
Liang Li , Fuming Yao, Ying Huang, Fan Zhou
[ICASSP2021] Inferring High-Resolutional Urban Flow with Internet of Mobile Things
Fan zhou, Xing Jin, Liang Li
Other Research (under view)
A Deep Generative Model for Hydroelectricity Prediction in Large-Scale Hydropower Stations (TII)
Educational Background:
2014-2018: University of Electronic Science and Technology of China (UESTC) Bachelor
2018-Now : University of Electronic Science and Technology of China (UESTC) Master
Work:
2021.7-#: Bytedance AILab (Beijing)
Reward
2021 Outstanding Communist Party Member of the School of Information Software Engineering
2021 Outstanding Graduate Student in Sichuan Province
2021 Excellent graduate student of University of Electronic Science and Technology of China
2021 Goodix First Class Scholarship
2020 National Scholarship
2020 The First Prize Scholarship
2019 Outstanding Graduate
2019 The Second Prize Scholarship
2018 The First Prize Scholarship
2018 Excellent Student Cadre
2016 The Third Prize Scholarship
2015 The Second Prize Scholarship
2014 The Second Prize Scholarship
Internships
2016.7-2016.8 Beijing Hongbao Data Technology Co., Ltd. PHP backend development
2017.2-2017.8 Beijing Shenzhou Green League Technology Co., Ltd. P Automated test development
Project experience
2016.4-2016.10 Design and implementation of smart socket end-to-end system
2016.4-2016.5 Implementation based on Linux chat software