Steve Drew

40 papers A* 4A 1B 2Journal 23Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
FedPAD: Aggregation-free federated learning with prototype-based adaptive distillation.
Knowl. Based Syst.
Tao Zhong, Kaiyan Zhao, Steve Drew, Xiaoguang Niu
2026 A conf
FedVSR: Towards Model-Agnostic Federated Learning in Video Super-Resolution.
MMSys
Ali Mollaahmadi Dehaghi, Hossein KhademSohi, Reza Razavi, Steve Drew, Mohammad Moshirpour
2025 J jnl
Accurate and efficient elephant-flow classification based on co-trained models in evolved software-defined networks.
Digit. Commun. Networks
Lingxia Liao, Changqing Zhao, Jian Wang, Roy Xiaorong Lai, Steve Drew
2025 J jnl
Bitcoin Cross-Chain Bridge: A Taxonomy and Its Promise in Artificial Intelligence of Things.
CoRR
Guojun Tang, Carylyne Chan, Ning Nan, Spencer Yang, Jiayu Zhou, Henry Leung, Mohammad Mamun, Steve Drew
2025 J jnl
Dual-stage and Lightweight Patient Chart Summarization for Emergency Physicians.
CoRR
Jiajun Wu, Swaleh Zaidi, Braden Teitge, Henry Leung, Jiayu Zhou, Jessalyn Holodinsky, Steve Drew
2025 J jnl
FedVSR: Towards Model-Agnostic Federated Learning in Video Super-Resolution.
CoRR
Ali Mollaahmadi Dehaghi, Hossein KhademSohi, Reza Razavi, Steve Drew, Mohammad Moshirpour
2025 A* conf
HVAdam: A Full-Dimension Adaptive Optimizer.
AAAI
Yiheng Zhang, Shaowu Wu, Yuanzhuo Xu, Jiajun Wu, Shang Xu, Steve Drew, Xiaoguang Niu
2025 J jnl
HVAdam: A Full-Dimension Adaptive Optimizer.
CoRR
Yiheng Zhang, Shaowu Wu, Yuanzhuo Xu, Jiajun Wu, Shang Xu, Steve Drew, Xiaoguang Niu
2025 — conf
Lightweight and Robust Federated Data Valuation.
ICDM (Workshops)
Guojun Tang, Jiayu Zhou, Mohammad Mamun, Steve Drew
2025 J jnl
Lightweight and Robust Federated Data Valuation.
CoRR
Guojun Tang, Jiayu Zhou, Mohammad Mamun, Steve Drew
2025 J jnl
ReNiL: Relative Neural Inertial Locator with Any-Scale Bayesian Inference.
CoRR
Kaixuan Wu, Yuanzhuo Xu, Zejun Zhang, Weiping Zhu, Steve Drew, Xiaoguang Niu
2025 A* conf
Revisiting Interpolation for Noisy Label Correction.
AAAI
Yuanzhuo Xu, Xiaoguang Niu, Jie Yang, Ruiyi Su, Jian Zhang, Shubo Liu, Steve Drew
2025 J jnl
SPEAR: Soft Prompt Enhanced Anomaly Recognition for Time Series Data.
CoRR
Hanzhe Wei, Jiajun Wu, Jialin Yang, Henry Leung, Steve Drew
2025 — conf
Semi-decentralized Federated Time Series Prediction with Client Availability Budgets.
INFOCOM WKSHPS
Yunkai Bao, Reza Safarzadeh, Xin Wang, Steve Drew
2025 J jnl
Semi-decentralized Federated Time Series Prediction with Client Availability Budgets.
CoRR
Yunkai Bao, Reza Safarzadeh, Xin Wang, Steve Drew
2025 J jnl
Towards Carbon-Aware Container Orchestration: Predicting Workload Energy Consumption with Federated Learning.
CoRR
Zainab Saad, Jialin Yang, Henry Leung, Steve Drew
2024 J jnl
Dynamic selection for reconstructing instance-dependent noisy labels.
Pattern Recognit.
Jie Yang, Xiaoguang Niu, Yuanzhuo Xu, Zejun Zhang, Guangyi Guo, Steve Drew, Ruizhi Chen
2024 J jnl
Efficient Path Planning and Dynamic Obstacle Avoidance in Edge for Safe Navigation of USV.
IEEE Internet Things J.
Di Wang, Haiming Chen, Sihan Lao, Steve Drew
2024 B conf
Energy-efficient Federated Learning with Dynamic Model Size Allocation.
IEEE Big Data
M. S. Chaitanya Kumar, Sai Satya Narayana J, Yunkai Bao, Xin Wang, Steve Drew
2024 J jnl
Energy-efficient Federated Learning with Dynamic Model Size Allocation.
CoRR
M. S. Chaitanya Kumar, Sai Satya Narayana J, Yunkai Bao, Xin Wang, Steve Drew
2024 — conf
Enhancing Equitable Access to AI in Housing and Homelessness System of Care through Federated Learning.
AIES (1)
Musa Taib, Jiajun Wu, Steve Drew, Geoffrey G. Messier
2024 J jnl
Enhancing Equitable Access to AI in Housing and Homelessness System of Care through Federated Learning.
CoRR
Musa Taib, Jiajun Wu, Steve Drew, Geoffrey G. Messier
2024 — conf
FedGreen: Carbon-Aware Federated Learning with Model Size Adaptation.
ICC Workshops
Ali Abbasi, Fan Dong, Xin Wang, Henry Leung, Jiayu Zhou, Steve Drew
2024 J jnl
FedGreen: Carbon-aware Federated Learning with Model Size Adaptation.
CoRR
Ali Abbasi, Fan Dong, Xin Wang, Henry Leung, Jiayu Zhou, Steve Drew
2024 — conf
Federated Learning Model Aggregation in Heterogenous Aerial and Space Networks.
ICC Workshops
Fan Dong, Ali Abbasi, Henry Leung, Xin Wang, Jiayu Zhou, Steve Drew
2024 — conf
Label-Expanded Feature Debiasing for Single Domain Generalization.
ICPR (4)
Jie Yang, Liwei Jing, Yuanzhuo Xu, Shaowu Wu, Steve Drew, Xiaoguang Niu
2024 — conf
Navigating High-Degree Heterogeneity: Federated Learning in Aerial and Space Networks.
WF-IoT
Fan Dong, Henry Leung, Steve Drew
2024 J jnl
Navigating High-Degree Heterogeneity: Federated Learning in Aerial and Space Networks.
CoRR
Fan Dong, Henry Leung, Steve Drew
2024 J jnl
Topology-aware Federated Learning in Edge Computing: A Comprehensive Survey.
ACM Comput. Surv.
Jiajun Wu, Fan Dong, Henry Leung, Zhuangdi Zhu, Jiayu Zhou, Steve Drew
2024 J jnl
UltraMotion: High-Precision Ultrasonic Arm Tracking for Real-World Exercises.
IEEE Trans. Mob. Comput.
Xiaoguang Niu, Kaiyi Zou, Da Shen, Steve Drew, Shaowu Wu, Guangyi Guo, Ruizhi Chen
2023 — conf
FedLE: Federated Learning Client Selection with Lifespan Extension for Edge IoT Networks.
ICC
Jiajun Wu, Steve Drew, Jiayu Zhou
2023 J jnl
FedLE: Federated Learning Client Selection with Lifespan Extension for Edge IoT Networks.
CoRR
Jiajun Wu, Steve Drew, Jiayu Zhou
2023 B conf
Federated Learning with Client Availability Budgets.
GLOBECOM
Yunkai Bao, Steve Drew, Xin Wang, Jiayu Zhou, Xiaoguang Niu
2023 J jnl
Topology-aware Federated Learning in Edge Computing: A Comprehensive Survey.
CoRR
Jiajun Wu, Steve Drew, Fan Dong, Zhuangdi Zhu, Jiayu Zhou
2023 A* conf
USDNL: Uncertainty-Based Single Dropout in Noisy Label Learning.
AAAI
Yuanzhuo Xu, Xiaoguang Niu, Jie Yang, Steve Drew, Jiayu Zhou, Ruizhi Chen
2023 J jnl
WeiAvg: Federated Learning Model Aggregation Promoting Data Diversity.
CoRR
Fan Dong, Ali Abbasi, Steve Drew, Henry Leung, Xin Wang, Jiayu Zhou
2022 J jnl
Parked Vehicles Task Offloading in Edge Computing.
IEEE Access
Khoa Nguyen, Steve Drew, Changcheng Huang, Jiayu Zhou
2022 A* conf
Resilient and Communication Efficient Learning for Heterogeneous Federated Systems.
ICML
Zhuangdi Zhu, Junyuan Hong, Steve Drew, Jiayu Zhou
2021 — conf
EdgePV: Collaborative Edge Computing Framework for Task Offloading.
ICC
Khoa Nguyen, Steve Drew, Changcheng Huang, Jiayu Zhou
2020 — conf
Collaborative Container-based Parked Vehicle Edge Computing Framework for Online Task Offloading.
CloudNet
Khoa Nguyen, Steve Drew, Changcheng Huang, Jiayu Zhou