Publications

Hyperspectral retrievals of phytoplankton absorption and chlorophyll-*a* via VAE

Jiadong Lou, Xu Yuan, and Bingqing Liu

Submitted to TGRS

GRID: Protecting training graph from link stealing attacks on GNN models

Jiadong Lou, Xu Yuan, Xingliang Yuan, Neil Zhenqiang Gong, and Nian-Feng Tzeng

IEEE S&P , 2025

Membership inference via self-comparison

Jiadong Lou, and Xu Yuan

IEEE CNS, 2024 Best Paper Runner-up Award

Towards robust vision transformer via masked adaptive ensemble [pdf]

Fudong Lin, Xu Yuan, Jiadong Lou, and Nian-Feng Tzeng

CIKM, 2024

Room-Scale location trace tracking via continuous acoustic waves [pdf]

Jie Lian, Xu Yuan, Jiadong Lou, Li Chen, Hao Wang, and Nian-Feng Tzeng

ToSN, 2024

Devils in Your Apps: Vulnerabilities and user privacy exposure in mobile notification systems [pdf]

Jiadong Lou, Xu Yuan, and Ning Zhang

DSN, 2023 Best Paper Award and Distinguished Paper Award

Data privacy examination against semi-supervised learning [pdf]

Jiadong Lou, Xu Yuan, Miao Pan, Hao Wang, and Nian-Feng Tzeng

AsiaCCS, 2023

EchoSensor: Fine-Grained ultrasonic sensing for smart home intrusion detection [pdf]

Jie Lian, Changlai Du, Jiadong Lou, Li Chen, and Xu Yuan

ToSN, 2023

Age of information optimization in multi-channel based multi-hop wireless networks [pdf]

Jiadong Lou, Xu Yuan, Purushottam Sigdel, Xiaoqi Qin, Sastry Kompella, and Nian-Feng Tzeng

TMC, 2022

Messy States of Wiring: Vulnerabilities in emerging personal payment systems [pdf]

Jiadong Lou, Xu Yuan, and Ning Zhang

USENIX Security, 2021

Boosting or hindering: AoI and throughput interrelation in routing-aware multi-hop wireless networks [pdf]

Jiadong Lou, Xu Yuan, Sastry Kompella, and Nian-Feng Tzeng

ToN, 2021

Reverse Attack: Black-box Attacks on Collaborative Recommendation [pdf]

Yihe Zhang, Xu Yuan, Jin Li, Jiadong Lou, Li Chen, and Nian-Feng Tzeng

CCS, 2021

Echospot: Spotting your locations via acoustic sensing [pdf]

Jie Lian, Jiadong Lou, Li Chen, and Xu Yuan

IMWUT, 2021

AoI and throughput tradeoffs in routing-aware multi-hop wireless networks [pdf]

Jiadong Lou, Xu Yuan, Sastry Kompella, and Nian-Feng Tzeng

INFOCOM, 2020

Instant AoI optimization in IoT networks with packet combination [pdf]

Jiadong Lou, Xu Yuan, and Nian-Feng Tzeng

SECON, 2020

Towards poisoning the neural collaborative filtering-based recommender systems [pdf]

Yihe Zhang, Jiadong Lou, Li Chen, Xu Yuan, Jin Li, Tom Johnsten, and Nian-Feng Tzeng

ESORICS, 2020