Computation offloading optimization for UAV-assisted mobile edge computing: a deep deterministic policy gradient approach

Yunpeng Wang, Weiwei Fang, Yi Ding, +1

Wireless Networks

Mobile Data OffloadingEngineeringEdge DeviceEdge ComputingComputer Engineering +5

Smart grid encounters edge computing: opportunities and applications

Cheng Feng, Yi Wang, Qixin Chen, +3

Advances in Applied Energy

EngineeringEdge DeviceSmart CityCloud Computing ArchitectureSg Application Requirements +15

Accelerating Federated Learning for IoT in Big Data Analytics With Pruning, Quantization and Selective Updating

Wenyuan Xu, Weiwei Fang, Yi Ding, +2

IEEE Access

EngineeringMachine LearningBig Data AnalyticsFederated StructureData Science +15

Augmentation Strategies for Learning with Noisy Labels

Kento Nishi, Yi Ding, Alex Rich, +1

Data AugmentationConvolutional Neural NetworkMachine VisionMachine LearningData Science +10

Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning

Xuefeng Peng, Yi Ding, David Wihl, +6

arXiv (Cornell University)

Artificial IntelligenceSepsis Treatment StrategiesEngineeringMachine LearningDeep Reinforcement Learning +13

EdgeKE: An On-Demand Deep Learning IoT System for Cognitive Big Data on Industrial Edge Devices

Weiwei Fang, Xue Feng, Yi Ding, +2

IEEE Transactions on Industrial Informatics

Convolutional Neural NetworkEngineeringMachine LearningEdge DeviceEarly Exit +19

Smart Contract Engineering

Kai Hu, Zhu Jian, Yi Ding, +2

Electronics

EngineeringVerificationSoftware EngineeringSmart ContractsSoftware Analysis +14

A game theory-based dynamic resource allocation strategy in Geo-distributed Datacenter Clouds

Xiaoqun Yuan, Geyong Min, Laurence T. Yang, +2

Future Generation Computer Systems

Cluster ComputingData Center ManagementEngineeringDynamic Resource AllocationGame Theory +7

Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning.

Xuefeng Peng, Yi Ding, David Wihl, +6

PubMed

Channel pruning guided by spatial and channel attention for DNNs in intelligent edge computing

Mengran Liu, Weiwei Fang, Xiaodong Ma, +3

Applied Soft Computing

Channel AttentionEdge IntelligenceConvolutional Neural NetworkEngineeringMachine Learning +8