research
∙
07/22/2023
Learn to Compress (LtC): Efficient Learning-based Streaming Video Analytics
Video analytics are often performed as cloud services in edge settings, ...
share
research
∙
02/16/2023
Towards Fair Machine Learning Software: Understanding and Addressing Model Bias Through Counterfactual Thinking
The increasing use of Machine Learning (ML) software can lead to unfair ...
research
∙
02/16/2023
Preventing Discriminatory Decision-making in Evolving Data Streams
Bias in machine learning has rightly received significant attention over...
research
∙
08/27/2022
BlueTiSCH: A Multi-PHY Simulation of Low-Power 6TiSCH IoT Networks
Low-power wireless IoT networks have traditionally operated over a singl...
research
∙
04/17/2022
Attention Mechanism based Cognition-level Scene Understanding
Given a question-image input, the Visual Commonsense Reasoning (VCR) mod...
research
∙
08/29/2021
ACE: an Accurate and Cost-Effective Measurement System in SDN
Packet-level traffic measurement is essential in applications like QoS, ...
research
∙
06/06/2021