Liping Huang

Researcher, I2R, A*STAR

Joined

February 2024

Names

Liping Huang (Preferred)

Huang Liping

Emails

****@i2r.a-star.edu.sg (Confirmed)

****@gmail.com (Confirmed)

****@163.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

ORCID

Career & Education History

Researcher

I2R, A*STAR (a-star.edu.sg)

2023 – Present

Postdoc

EEE, Nanyang Technological University (ntu.edu.sg)

2019 – 2023

Advisors, Relations & Conflicts

Postdoc Advisor

Gaoxi Xiao

2021 – 2023

Postdoc Advisor

Rong Su

2019 – 2021

PhD Advisor

Yongjian Yang

2011 – 2018

Expertise

machine learning

2019 – Present

tensor factorization

2015 – Present

probabilistic modeling

2015 – Present

data mining

2014 – Present

Publications

Efficient Real-Time Aircraft ETA Prediction via Feature Tokenization Transformer
Liping Huang, Yicheng Zhang, Yifang Yin, SHENG ZHANG, Yi Zhang
- prague
- Readers: Everyone
Hierarchical Optimization via LLM-Guided Objective Evolution for Mobility-on-Demand Systems
Yi Zhang, Yushen Long, Yun Ni, Liping Huang, Xiaohong Wang, Jun Liu
- NeurIPS 2025 poster
- Readers: Everyone
Optimisation of sparse deep autoencoders for dynamic network embedding
Huimei Tang, Yutao Zhang, Lijia Ma, Qiuzhen Lin, Liping Huang, Jianqiang Li, Maoguo Gong
- CAAI Trans. Intell. Technol. 2024
- Readers: Everyone
Aircraft Landing Time Prediction with Deep Learning on Trajectory Images
Liping Huang, Sheng Zhang, Yicheng Zhang, Yi Zhang, Yifang Yin
- Published: 01 Jan 2024, Last Modified: 03 Feb 2024
- CoRR 2024
- Readers: Everyone
AST-GIN: Attribute-Augmented Spatiotemporal Graph Informer Network for Electric Vehicle Charging Station Availability Forecasting
Ruikang Luo, Yaofeng Song, Liping Huang, Yicheng Zhang, Rong Su
- Published: 01 Jan 2023, Last Modified: 03 Feb 2024
- Sensors 2023
- Readers: Everyone
Joint Arrival-Departure Taxiway Scheduling Considering Departure Uncertainty
Yi Zhang, Yicheng Zhang, Sheng Zhang, Liping Huang, Yifang Yin
- ITSC 2023
- Readers: Everyone
Missing Traffic Data Imputation with a Linear Generative Model Based on Probabilistic Principal Component Analysis
Liping Huang, Zhenghuan Li, Ruikang Luo, Rong Su
- Published: 01 Jan 2023, Last Modified: 03 Feb 2024
- Sensors 2023
- Readers: Everyone
Context-aware road travel time estimation by coupled tensor decomposition based on trajectory data
Liping Huang, Yongjian Yang, Hechang Chen, Yunke Zhang, Zijia Wang, Lifang He
- 2022 (modified: 09 Nov 2022)
- Knowl. Based Syst. 2022
- Readers: Everyone
A SUMO Framework for Deep Reinforcement Learning Experiments Solving Electric Vehicle Charging Dispatching Problem
Yaofeng Song, Han Zhao, Ruikang Luo, Liping Huang, Yicheng Zhang, Rong Su
- Published: 01 Jan 2022, Last Modified: 03 Feb 2024
- CoRR 2022
- Readers: Everyone

View all 29 publications

Co-Authors

View all 57 co-authors