Name
Affiliation
Papers
KAI CHEN
Northwestern Univ, Dept EECS, Evanston, IL 60208 USA
118
Collaborators
Citations 
PageRank 
312
744
59.02
Referers 
Referees 
References 
2301
2252
1256
Search Limit
1001000
Title
Citations
PageRank
Year
Efficient Federated Matrix Factorization Against Inference Attacks00.342022
Sphinx: Enabling Privacy-Preserving Online Learning over the Cloud00.342022
Selective Cross-City Transfer Learning for Traffic Prediction via Source City Region Re-Weighting00.342022
A Sim-to-Real Object Recognition and Localization Framework for Industrial Robotic Bin Picking00.342022
Connecting the Hosts: Street-Level IP Geolocation with Graph Neural Networks00.342022
LiteFlow: towards high-performance adaptive neural networks for kernel datapath00.342022
AutoByte: Automatic Configuration for Optimal Communication Scheduling in DNN Training00.342022
Aeolus: A Building Block for Proactive Transport in Datacenter Networks00.342022
Addressing Network Bottlenecks with Divide-and-Shuffle Synchronization for Distributed DNN Training00.342022
Congestion Control for Cross-Datacenter Networks00.342022
Improving Availability of Vertical Federated Learning: Relaxing Inference on Non-overlapping Data00.342022
Cutting Tail Latency in Commodity Datacenters with Cloudburst10.352022
BDS+: An Inter-Datacenter Data Replication System With Dynamic Bandwidth Separation10.362021
FlashPass: Proactive Congestion Control for Shallow-buffered WAN20.362021
Enabling Edge-Cloud Video Analytics for Robotics Applications10.352021
One More Config Is Enough: Saving (DC)TCP for High-Speed Extremely Shallow-Buffered Datacenters30.402021
RepNet: Cutting Latency with Flow Replication in Data Center Networks20.362021
Gliding Vertex on the Horizontal Bounding Box for Multi-Oriented Object Detection160.662021
One More Config Is Enough: Saving (Dc)Tcp For High-Speed Extremely Shallow-Buffered Datacenters00.342020
Aeolus: A Building Block for Proactive Transport in Datacenters70.422020
RAT - Resilient Allreduce Tree for Distributed Machine Learning00.342020
Exploring Clustering of Bandits for Online Recommendation System00.342020
Clustering-preserving Network Flow Sketching10.482020
Image-Based Table Cell Detection: A Novel Table Structure Decomposition Method With New Dataset00.342020
Rethinking Fast and Friendly Transport in Data Center Networks10.372020
Enhanced Object Detection With Deep Convolutional Neural Networks for Advanced Driving Assistance50.392020
Managing Multicast Membership For Software Defined Data Center Network00.342020
Rlst: A Reinforcement Learning Approach To Scene Text Detection Refinement00.342020
Enabling ECN for datacenter networks with RTT variations.20.362019
Bridging the Edge-Cloud Barrier for Real-time Advanced Vision Analytics.00.342019
Locality-Sensitive Sketching for Resilient Network Flow Monitoring.00.342019
Resilient Disaggregated Network Flow Monitoring.00.342019
Rethinking Transport Layer Design for Distributed Machine Learning40.482019
Secure Federated Matrix Factorization30.362019
Learning Linear Regression via Single-Convolutional Layer for Visual Object Tracking.00.342019
Powerman: An Out-Of-Band Management Network For Datacenters Using Power Line Communication20.372018
Once for All: a Two-flow Convolutional Neural Network for Visual Tracking.210.602018
Enabling Work-Conserving Bandwidth Guarantees for Multi-Tenant Datacenters via Dynamic Tenant-Queue Binding10.362018
AuTO: scaling deep reinforcement learning for datacenter-scale automatic traffic optimization.220.922018
Multitier Fog Computing With Large-Scale IoT Data Analytics for Smart Cities.260.712018
Programmable Switch as a Parallel Computing Device.00.342018
BDS: a centralized near-optimal overlay network for inter-datacenter data replication20.382018
Pas de deux: Shape the Circuits, and Shape the Apps too!00.342018
Neural Network Meets DCN: Traffic-driven Topology Adaptation with Deep Learning.10.352018
Augmenting Proactive Congestion Control with Aeolus.00.342018
Collaborative filtering and deep learning based recommendation system for cold start items.651.422017
Resilient Datacenter Load Balancing in the Wild290.802017
Combining ECN and RTT for Datacenter Transport50.422017
Toward A Scalable, Fault-Tolerant, High-Performance Optical Data Center Architecture.60.492017
Congestion Control for High-speed Extremely Shallow-buffered Datacenter Networks40.442017
  • 1
  • 2