68 citations · 88 across the 7 of their papers we have counts for
7 papers
DataFlower: Exploiting the Data-flow Paradigm for Serverless Workflow Orchestration
Zijun Li, Chuhao Xu, Quan Chen +3
Serverless computing that runs functions with auto-scaling is a popular task execution pattern in the cloud-native era. By connecting serverless functions into workflows, tenants c…
Dynamic Ensemble of Low-fidelity Experts: Mitigating NAS "Cold-Start"
Junbo Zhao, Xuefei Ning, Enshu Liu +7
Predictor-based Neural Architecture Search (NAS) employs an architecture performance predictor to improve the sample efficiency. However, predictor-based NAS suffers from the sever…
Filtering Context Mitigates Scarcity and Selection Bias in Political Ideology Prediction
Chen Chen, Dylan Walker, Venkatesh Saligrama
We propose a novel supervised learning approach for political ideology prediction (PIP) that is capable of predicting out-of-distribution inputs. This problem is motivated by the f…
Vehicular Edge Computing and Networking: A Survey
Lei Liu, Chen Chen, Qingqi Pei +2
As one key enabler of Intelligent Transportation System (ITS), Vehicular Ad Hoc Network (VANET) has received remarkable interest from academia and industry. The emerging vehicular…
DataLair: Efficient Block Storage with Plausible Deniability against Multi-Snapshot Adversaries
Anrin Chakraborti, Chen Chen, Radu Sion
Sensitive information is present on our phones, disks, watches and computers. Its protection is essential. Plausible deniability of stored data allows individuals to deny that thei…
Elite Bases Regression: A Real-time Algorithm for Symbolic Regression
Chen Chen, Changtong Luo, Zonglin Jiang
Symbolic regression is an important but challenging research topic in data mining. It can detect the underlying mathematical models. Genetic programming (GP) is one of the most pop…