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Xin Lou 0005
Person information
- affiliation: Singapore Institute of Technology, Singapore
Other persons with the same name
- Xin Lou — disambiguation page
- Xin Lou 0001
— ShanghaiTech University, Shanghai, China - Xin Lou 0002
— ShanghaiTech University, Shanghai, China - Xin Lou 0003
— Virginia Tech, Blacksburg, VA, USA - Xin Lou 0004
— PLA General Hospital, Beijing, China
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2020 – today
- 2024
[c16]Carmen Cheh
, Aaron Han Yen Tay
, Zhen Wei Ng
, Binbin Chen
, Xin Lou
, Zaki Masood
, David K. Y. Yau
:
Water Supply System Dataset: Non-Invasive Sensor Data for Smart Water Pumps. BuildSys 2024
[c15]Carmen Cheh
, Justin Albrethsen
, Zhen Wei Ng
, Binbin Chen
, Xin Lou
, Zaki Masood, David K. Y. Yau:
Water Pump Operation Optimization under Dynamic Market and Consumer Behaviour. e-Energy 2024
[c14]Dongfang Guo
, Yuting Wu
, Yimin Dai
, Pengfei Zhou
, Xin Lou
, Rui Tan
:
Invisible Optical Adversarial Stripes on Traffic Sign against Autonomous Vehicles. MobiSys 2024: 534-546
[c13]Dongfang Guo
, Yuting Wu
, Yimin Dai
, Pengfei Zhou
, Xin Lou
, Rui Tan
:
Demo: Invisible Adversarial Stripes against Traffic Sign Recognition in Autonomous Driving. SenSys 2024: 847-848
[c12]Zaki Masood, Carmen Cheh, Zhen Wei Ng
, Binbin Chen, Xin Lou, David K. Y. Yau:
Optimizing Operation of Automated Waste Collection Systems in Smart Communities. SmartCity 2024: 31-38
[d1]Carmen Cheh
, Aaron Han Yen Tay, Zhen Wei Ng
, Binbin Chen
, Xin Lou
, Zaki Masood
, David K. Y. Yau
:
Water Pump Dataset for a Water Supply System. Zenodo, 2024
[i6]Hanyu Zeng, Pengfei Zhou, Xin Lou, Zhen Wei Ng
, David K. Y. Yau, Marianne Winslett:
Unleashing the Power of Unlabeled Data: A Self-supervised Learning Framework for Cyber Attack Detection in Smart Grids. CoRR abs/2405.13965 (2024)
[i5]Dongfang Guo, Yuting Wu, Yimin Dai, Pengfei Zhou, Xin Lou, Rui Tan:
Invisible Optical Adversarial Stripes on Traffic Sign against Autonomous Vehicles. CoRR abs/2407.07510 (2024)- 2023
[c11]Yuting Wu, Xin Lou
, Pengfei Zhou, Rui Tan, Zbigniew T. Kalbarczyk, Ravishankar K. Iyer:
Susceptibility of Autonomous Driving Agents to Learning-Based Action-Space Attacks. DSN-W 2023: 76-83
[c10]Yuting Wu
, Xin Lou
, Pengfei Zhou
, Rui Tan
, Zbigniew Kalbarczyk
, Ravishankar K. Iyer
:
Effects of Learning-Based Action-Space Attacks on Autonomous Driving Agents. ICCPS 2023: 239-240- 2022
[c9]Hanyu Zeng, Zhen Wei Ng
, Pengfei Zhou
, Xin Lou, David K. Y. Yau, Marianne Winslett:
Detecting Cyber Attacks in Smart Grids with Massive Unlabeled Sensing Data. SmartGridComm 2022: 1-7- 2021
[j7]Prakhar Ganesh, Yao Chen, Xin Lou, Mohammad Ali Khan, Yin Yang, Hassan Sajjad
, Preslav Nakov, Deming Chen, Marianne Winslett:
Compressing Large-Scale Transformer-Based Models: A Case Study on BERT. Trans. Assoc. Comput. Linguistics 9: 1061-1080 (2021)
[j6]Linshan Jiang, Rui Tan
, Xin Lou, Guosheng Lin:
On Lightweight Privacy-preserving Collaborative Learning for Internet of Things by Independent Random Projections. ACM Trans. Internet Things 2(2): 11:1-11:32 (2021)
[j5]Prakhar Ganesh
, Xin Lou
, Yao Chen
, Rui Tan
, David K. Y. Yau, Deming Chen
, Marianne Winslett
:
Learning-Based Simultaneous Detection and Characterization of Time Delay Attack in Cyber-Physical Systems. IEEE Trans. Smart Grid 12(4): 3581-3593 (2021)
[c8]Weili Yan, Xin Lou, David K. Y. Yau, Yin Yang, Muhammad Ramadan Bin Mohamad Saifuddin
, Jiyan Wu, Marianne Winslett:
A Stealthier False Data Injection Attack against the Power Grid. SmartGridComm 2021: 108-114- 2020
[j4]Xin Lou
, Cuong Tran, Rui Tan
, David K. Y. Yau, Zbigniew T. Kalbarczyk, Ambarish Kumar Banerjee, Prakhar Ganesh
:
Assessing and Mitigating Impact of Time Delay Attack: Case Studies for Power Grid Controls. IEEE J. Sel. Areas Commun. 38(1): 141-155 (2020)
[j3]Xin Lou
, David K. Y. Yau, Rui Tan
, Peng Cheng
:
Cost and Pricing of Differential Privacy in Demand Reporting for Smart Grids. IEEE Trans. Netw. Sci. Eng. 7(3): 2037-2051 (2020)
[c7]Ying Yang, Xin Lou, Binbin Chen
, Marianne Winslett, Zbigniew Kalbarczyk:
Identifying Failing Point Machines from Sensor-Free Train System Logs. IEEE BigData 2020: 1424-1429
[i4]Prakhar Ganesh
, Yao Chen
, Xin Lou, Mohammad Ali Khan, Yin Yang, Deming Chen, Marianne Winslett, Hassan Sajjad, Preslav Nakov:
Compressing Large-Scale Transformer-Based Models: A Case Study on BERT. CoRR abs/2002.11985 (2020)
[i3]Linshan Jiang, Rui Tan, Xin Lou, Guosheng Lin:
On Lightweight Privacy-Preserving Collaborative Learning for Internet of Things by Independent Random Projections. CoRR abs/2012.07626 (2020)
2010 – 2019
- 2019
[j2]Chaojie Gu, Rui Tan
, Xin Lou:
One-Hop Out-of-Band Control Planes for Multi-Hop Wireless Sensor Networks. ACM Trans. Sens. Networks 15(4): 40:1-40:29 (2019)
[c6]Linshan Jiang, Xin Lou, Rui Tan, Jun Zhao:
Differentially Private Collaborative Learning for the IoT Edge. EWSN 2019: 341-346
[c5]Xin Lou, Cuong Tran, Rui Tan, David K. Y. Yau, Zbigniew T. Kalbarczyk:
Assessing and mitigating impact of time delay attack: a case study for power grid frequency control. ICCPS 2019: 207-216
[c4]Linshan Jiang, Rui Tan, Xin Lou, Guosheng Lin
:
On lightweight privacy-preserving collaborative learning for internet-of-things objects. IoTDI 2019: 70-81
[c3]Xin Lou, Cuong Tran, David K. Y. Yau, Rui Tan, Hong Wei Ng, Tom Zhengjia Fu, Marianne Winslett:
Learning-Based Time Delay Attack Characterization for Cyber-Physical Systems. SmartGridComm 2019: 1-6
[i2]Linshan Jiang, Rui Tan, Xin Lou, Guosheng Lin:
On Lightweight Privacy-Preserving Collaborative Learning for IoT Objects. CoRR abs/1902.05197 (2019)- 2018
[c2]Chaojie Gu, Rui Tan, Xin Lou, Dusit Niyato
:
One-Hop Out-of-Band Control Planes for Low-Power Multi-Hop Wireless Networks. INFOCOM 2018: 1187-1195- 2017
[c1]Xin Lou, Rui Tan, David K. Y. Yau, Peng Cheng:
Cost of differential privacy in demand reporting for smart grid economic dispatch. INFOCOM 2017: 1-9
[i1]Chaojie Gu, Rui Tan, Xin Lou, Dusit Niyato:
One-Hop Out-of-Band Control Planes for Low-Power Multi-Hop Wireless Networks. CoRR abs/1712.06056 (2017)- 2013
[j1]Xin Lou, David K. Y. Yau, Hoang Hai Nguyen, Binbin Chen
:
Profit-Optimal and Stability-Aware Load Curtailment in Smart Grids. IEEE Trans. Smart Grid 4(3): 1411-1420 (2013)
Coauthor Index

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