Xin Lou

According to our database, Xin Lou authored at least 38 papers between 2013 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

An Agentic AI Framework with Large Language Models and Chain-of-Thought for UAV-Assisted Logistics Scheduling with Mobile Edge Computing.

Hanwen Zhang, Dusit Niyato, Wei Zhang, Xin Lou, Malcolm Yoke Hean Low

CoRR, May, 2026

TsallisPGD: Adaptive Gradient Weighting for Adversarial Attacks on Semantic Segmentation.

Alexander Matyasko, Xin Lou, Indriyati Atmosukarto, Wei Zhang

CoRR, May, 2026

Resilient Path Tracking of Autonomous Driving under Few-shot Action Space Attacks.

Yuting Wu, Xin Lou, Pengfei Zhou, Rui Tan, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer

ACM Trans. Cyber Phys. Syst., April, 2026

Invisible Adversarial Stripes on Traffic Sign: Threat and Defense for Autonomous Vehicles.

Dongfang Guo, Yuting Wu, Pengfei Zhou, Xin Lou, Rui Tan

ACM Trans. Sens. Networks, January, 2026

LLM-Upgraded Graph Reinforcement Learning for Carbon-Aware Job Shop Scheduling in Smart Manufacturing.

Zhiying Yang, Fang Liu, Wei Zhang, Xin Lou, Malcolm Yoke Hean Low, Boon Ping Gan

Proceedings of the 41st ACM/SIGAPP Symposium on Applied Computing, 2026

Pace: Physics-Aware Attentive Temporal Convolutional Network for Battery Health Estimation.

Sara Sameer, Wei Zhang, Dhivya Dharshini Kannan, Xin Lou, Yulin Gao, Terence Goh, Qingyu Yan

Proceedings of the 41st ACM/SIGAPP Symposium on Applied Computing, 2026

Drift-Aware Online Anomaly Detection in Smart Buildings via Temporal Variational Autoencoder Gradient Profile.

Tran L. T. Le, Heng Chuan Tan, Zhen Wei Ng, Zbigniew Kalbarczyk, David K. Y. Yau, Daisuke Mashima, Xin Lou

Proceedings of the 17th ACM International Conference on Future and Sustainable Energy Systems, 2026

2025

LLM-Upgraded Graph Reinforcement Learning for Carbon-Aware Job Scheduling in Smart Manufacturing.

Zhiying Yang, Fang Liu, Wei Zhang, Xin Lou, Malcolm Yoke Hean Low, Boon Ping Gan

CoRR, December, 2025

GiNet: Integrating Sequential and Context-Aware Learning for Battery Capacity Prediction.

Sara Sameer, Wei Zhang, Xin Lou, Qingyu Yan, Terence Goh, Yulin Gao

Proceedings of the 101st IEEE Vehicular Technology Conference, 2025

NormFusion: Real-Time Test-Time Adaptation for LiDAR Segmentation Under Corruption.

Yunxiang Zhou, Xin Lou, Ying He, Wei Zhang, Indriyati Atmosukarto

Proceedings of the IEEE Conference on Artificial Intelligence, 2025

Adversarially Trained Dynamic Ensemble: A Moving Target Defense Strategy for Robust Semantic Segmentation in Autonomous Vehicles.

Yanghui Mo, Xin Lou, Mageshwaran Muthusamy, Wei Zhang, Indriyati Atmosukarto, Xunpei Sun

Proceedings of the IEEE Conference on Artificial Intelligence, 2025

2024

Water Pump Dataset for a Water Supply System.

Carmen Cheh, Aaron Han Yen Tay, Zhen Wei Ng, Binbin Chen, Xin Lou, Zaki Masood, David K. Y. Yau

Dataset, September, 2024

Unleashing the Power of Unlabeled Data: A Self-supervised Learning Framework for Cyber Attack Detection in Smart Grids.

Hanyu Zeng, Pengfei Zhou, Xin Lou, Zhen Wei Ng, David K. Y. Yau, Marianne Winslett

CoRR, 2024

CRaaS: Cloud-based Smart Grid Cyber Range for Scalable Cybersecurity Experiments and Training.

Bernard Chng, Bennet Ng, Muhammad M. Roomi, Daisuke Mashima, Xin Lou

Proceedings of the IEEE International Conference on Communications, 2024

Optimizing Operation of Automated Waste Collection Systems in Smart Communities.

Zaki Masood, Carmen Cheh, Zhen Wei Ng, Binbin Chen, Xin Lou, David K. Y. Yau

Proceedings of the IEEE International Conference on Smart City, 2024

Demo: Invisible Adversarial Stripes against Traffic Sign Recognition in Autonomous Driving.

Dongfang Guo, Yuting Wu, Yimin Dai, Pengfei Zhou, Xin Lou, Rui Tan

Proceedings of the 22nd ACM Conference on Embedded Networked Sensor Systems, 2024

Invisible Optical Adversarial Stripes on Traffic Sign against Autonomous Vehicles.

Dongfang Guo, Yuting Wu, Yimin Dai, Pengfei Zhou, Xin Lou, Rui Tan

Proceedings of the 22nd Annual International Conference on Mobile Systems, 2024

Water Pump Operation Optimization under Dynamic Market and Consumer Behaviour.

Carmen Cheh, Justin Albrethsen, Zhen Wei Ng, Binbin Chen, Xin Lou, Zaki Masood, David K. Y. Yau

Proceedings of the 15th ACM International Conference on Future and Sustainable Energy Systems, 2024

Water Supply System Dataset: Non-Invasive Sensor Data for Smart Water Pumps.

Carmen Cheh, Aaron Han Yen Tay, Zhen Wei Ng, Binbin Chen, Xin Lou, Zaki Masood, David K. Y. Yau

Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, 2024

2023

Effects of Learning-Based Action-Space Attacks on Autonomous Driving Agents.

Yuting Wu, Xin Lou, Pengfei Zhou, Rui Tan, Zbigniew Kalbarczyk, Ravishankar K. Iyer

Proceedings of the ACM/IEEE 14th International Conference on Cyber-Physical Systems, 2023

Susceptibility of Autonomous Driving Agents to Learning-Based Action-Space Attacks.

Yuting Wu, Xin Lou, Pengfei Zhou, Rui Tan, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer

Proceedings of the 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2023

2022

Detecting Cyber Attacks in Smart Grids with Massive Unlabeled Sensing Data.

Hanyu Zeng, Zhen Wei Ng, Pengfei Zhou, Xin Lou, David K. Y. Yau, Marianne Winslett

Proceedings of the IEEE International Conference on Communications, 2022

2021

Learning-Based Simultaneous Detection and Characterization of Time Delay Attack in Cyber-Physical Systems.

Prakhar Ganesh, Xin Lou, Yao Chen, Rui Tan, David K. Y. Yau, Deming Chen, Marianne Winslett

IEEE Trans. Smart Grid, 2021

On Lightweight Privacy-preserving Collaborative Learning for Internet of Things by Independent Random Projections.

Linshan Jiang, Rui Tan, Xin Lou, Guosheng Lin

ACM Trans. Internet Things, 2021

Compressing Large-Scale Transformer-Based Models: A Case Study on BERT.

Prakhar Ganesh, Yao Chen, Xin Lou, Mohammad Ali Khan, Yin Yang, Hassan Sajjad, Preslav Nakov, Deming Chen, Marianne Winslett

Trans. Assoc. Comput. Linguistics, 2021

A Stealthier False Data Injection Attack against the Power Grid.

Weili Yan, Xin Lou, David K. Y. Yau, Yin Yang, Muhammad Ramadan Bin Mohamad Saifuddin, Jiyan Wu, Marianne Winslett

Proceedings of the IEEE International Conference on Communications, 2021

2020

Cost and Pricing of Differential Privacy in Demand Reporting for Smart Grids.

Xin Lou, David K. Y. Yau, Rui Tan, Peng Cheng

IEEE Trans. Netw. Sci. Eng., 2020

Assessing and Mitigating Impact of Time Delay Attack: Case Studies for Power Grid Controls.

Xin Lou, Cuong Tran, Rui Tan, David K. Y. Yau, Zbigniew T. Kalbarczyk, Ambarish Kumar Banerjee, Prakhar Ganesh

IEEE J. Sel. Areas Commun., 2020

Identifying Failing Point Machines from Sensor-Free Train System Logs.

Ying Yang, Xin Lou, Binbin Chen, Marianne Winslett, Zbigniew Kalbarczyk

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

One-Hop Out-of-Band Control Planes for Multi-Hop Wireless Sensor Networks.

Chaojie Gu, Rui Tan, Xin Lou

ACM Trans. Sens. Networks, 2019

On Lightweight Privacy-Preserving Collaborative Learning for IoT Objects.

Linshan Jiang, Rui Tan, Xin Lou, Guosheng Lin

CoRR, 2019

Learning-Based Time Delay Attack Characterization for Cyber-Physical Systems.

Xin Lou, Cuong Tran, David K. Y. Yau, Rui Tan, Hong Wei Ng, Tom Zhengjia Fu, Marianne Winslett

Proceedings of the 2019 IEEE International Conference on Communications, 2019

On lightweight privacy-preserving collaborative learning for internet-of-things objects.

Linshan Jiang, Rui Tan, Xin Lou, Guosheng Lin

Proceedings of the International Conference on Internet of Things Design and Implementation, 2019

Assessing and mitigating impact of time delay attack: a case study for power grid frequency control.

Xin Lou, Cuong Tran, Rui Tan, David K. Y. Yau, Zbigniew T. Kalbarczyk

Proceedings of the 10th ACM/IEEE International Conference on Cyber-Physical Systems, 2019

Differentially Private Collaborative Learning for the IoT Edge.

Linshan Jiang, Xin Lou, Rui Tan, Jun Zhao

Proceedings of the 2019 International Conference on Embedded Wireless Systems and Networks, 2019

2018

One-Hop Out-of-Band Control Planes for Low-Power Multi-Hop Wireless Networks.

Chaojie Gu, Rui Tan, Xin Lou, Dusit Niyato

Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

2017

Cost of differential privacy in demand reporting for smart grid economic dispatch.

Xin Lou, Rui Tan, David K. Y. Yau, Peng Cheng

Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

2013

Profit-Optimal and Stability-Aware Load Curtailment in Smart Grids.

Xin Lou, David K. Y. Yau, Hoang Hai Nguyen, Binbin Chen

IEEE Trans. Smart Grid, 2013