Ze Yang Ding

18 papers A* 1B 3C 1Misc 1Journal 12
YearRankTypeTitle / Venue / Authors
2025 B conf
Joint Optimisation of Electric Vehicle Routing and Scheduling: A Deep Learning-Driven Approach for Dynamic Fleet Sizes.
IJCNN
Jun Kang Yap, Vishnu Monn Baskaran, Wen-Shan Tan, Ze Yang Ding, Hao Wang, David L. Dowe
2025 J jnl
Joint Optimisation of Electric Vehicle Routing and Scheduling: A Deep Learning-Driven Approach for Dynamic Fleet Sizes.
CoRR
Jun Kang Yap, Vishnu Monn Baskaran, Wen-Shan Tan, Ze Yang Ding, Hao Wang, David L. Dowe
2025 J jnl
KANS: Knowledge Discovery Graph Attention Network for Soft Sensing in Multivariate Industrial Processes.
CoRR
Hwa Hui Tew, Gaoxuan Li, Fan Ding, Xuewen Luo, Junn Yong Loo, Chee-Ming Ting, Ze Yang Ding, Chee Pin Tan
2025 Misc conf
ST-HCSS: Deep Spatio-Temporal Hypergraph Convolutional Neural Network for Soft Sensing.
ICASSP
Hwa Hui Tew, Fan Ding, Gaoxuan Li, Junn Yong Loo, Chee-Ming Ting, Ze Yang Ding, Chee Pin Tan
2025 J jnl
ST-HCSS: Deep Spatio-Temporal Hypergraph Convolutional Neural Network for Soft Sensing.
CoRR
Hwa Hui Tew, Fan Ding, Gaoxuan Li, Junn Yong Loo, Chee-Ming Ting, Ze Yang Ding, Chee Pin Tan
2025 C conf
Transformer-based Deep Learning Model for Joint Routing and Scheduling with Varying Electric Vehicle Numbers.
IAS
Jun Kang Yap, Vishnu Monn Baskaran, Wen-Shan Tan, Ze Yang Ding, Hao Wang, David L. Dowe
2025 J jnl
Transformer-based Deep Learning Model for Joint Routing and Scheduling with Varying Electric Vehicle Numbers.
CoRR
Jun Kang Yap, Vishnu Monn Baskaran, Wen-Shan Tan, Ze Yang Ding, Hao Wang, David L. Dowe
2024 B conf
Cross-Domain Transfer Learning Using Attention Latent Features for Multi-Agent Trajectory Prediction.
SMC
Jia Quan Loh, Xuewen Luo, Fan Ding, Hwa Hui Tew, Junn Yong Loo, Ze Yang Ding, Susilawati, Chee Pin Tan
2024 J jnl
Cross-Domain Transfer Learning using Attention Latent Features for Multi-Agent Trajectory Prediction.
CoRR
Jia Quan Loh, Xuewen Luo, Fan Ding, Hwa Hui Tew, Junn Yong Loo, Ze Yang Ding, Susilawati, Chee Pin Tan
2024 B conf
KANS: Knowledge Discovery Graph Attention Network for Soft Sensing in Multivariate Industrial Processes.
SMC
Hwa Hui Tew, Gaoxuan Li, Fan Ding, Xuewen Luo, Junn Yong Loo, Chee-Ming Ting, Ze Yang Ding, Chee Pin Tan
2024 J jnl
Sigma-Point Kalman Filter With Nonlinear Unknown Input Estimation via Optimization and Data-Driven Approach for Dynamic Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Junn Yong Loo, Ze Yang Ding, Vishnu Monn Baskaran, Surya Girinatha Nurzaman, Chee Pin Tan
2023 J jnl
A Zero-Shot Soft Sensor Modeling Approach Using Adversarial Learning for Robustness Against Sensor Fault.
IEEE Trans. Ind. Informatics
Ze Yang Ding, Junn Yong Loo, Surya Girinatha Nurzaman, Chee Pin Tan, Vishnu Monn Baskaran
2023 A* conf
Cross-domain Transfer Learning and State Inference for Soft Robots via a Semi-supervised Sequential Variational Bayes Framework.
ICRA
Shageenderan Sapai, Junn Yong Loo, Ze Yang Ding, Chee Pin Tan, Raphaël C.-W. Phan, Vishnu Monn Baskaran, Surya Girinatha Nurzaman
2023 J jnl
Cross-domain Transfer Learning and State Inference for Soft Robots via a Semi-supervised Sequential Variational Bayes Framework.
CoRR
Shageenderan Sapai, Junn Yong Loo, Ze Yang Ding, Chee Pin Tan, Raphael C.-W. Phan, Vishnu Monn Baskaran, Surya Girinatha Nurzaman
2023 J jnl
Sigma-point Kalman Filter with Nonlinear Unknown Input Estimation via Optimization and Data-driven Approach for Dynamic Systems.
CoRR
Junn Yong Loo, Ze Yang Ding, Vishnu Monn Baskaran, Surya Girinatha Nurzaman, Chee Pin Tan
2023 J jnl
Unsupervised Cross-Domain Soft Sensor Modelling via Deep Physics-Inspired Particle Flow Bayes.
CoRR
Junn Yong Loo, Ze Yang Ding, Surya Girinatha Nurzaman, Chee-Ming Ting, Vishnu Monn Baskaran, Chee Pin Tan
2021 J jnl
Predictive Uncertainty Estimation Using Deep Learning for Soft Robot Multimodal Sensing.
IEEE Robotics Autom. Lett.
Ze Yang Ding, Junn Yong Loo, Vishnu Monn Baskaran, Surya Girinatha Nurzaman, Chee Pin Tan
2020 J jnl
Future trends in I&M: Indirect sensing in soft robots using observers/filters.
IEEE Instrum. Meas. Mag.
Chee Pin Tan, Surya Girinatha Nurzaman, Junn Yong Loo, Ze Yang Ding