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07/09/2023
Shaping the Emerging Norms of Using Large Language Models in Social Computing Research
The emergence of Large Language Models (LLMs) has brought both excitemen...
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06/16/2023
Efficient Coflow Scheduling in Hybrid-Switched Data Center Networks
To improve the application-level communication performance, scheduling o...
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04/04/2023
Participation and Division of Labor in User-Driven Algorithm Audits: How Do Everyday Users Work together to Surface Algorithmic Harms?
Recent years have witnessed an interesting phenomenon in which users com...
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03/17/2023
Understanding Frontline Workers' and Unhoused Individuals' Perspectives on AI Used in Homeless Services
Recent years have seen growing adoption of AI-based decision-support sys...
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02/19/2023
Integrated sensing and full-duplex communication: Joint transceiver beamforming and power allocation
Beamforming design has been widely investigated for integrated sensing a...
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11/01/2022
Full-Duplex Communication for ISAC: Joint Beamforming and Power Optimization
Beamforming design has been widely investigated for integrated sensing a...
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10/14/2022
Probabilistic Scheduling of Dynamic I/O Requests via Application Clustering for Burst-Buffer Equipped HPC
Burst-Buffering is a promising storage solution that introduces an inter...
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10/07/2022
Understanding Practices, Challenges, and Opportunities for User-Driven Algorithm Auditing in Industry Practice
Recent years have seen growing interest among both researchers and pract...
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05/14/2022
BronchusNet: Region and Structure Prior Embedded Representation Learning for Bronchus Segmentation and Classification
CT-based bronchial tree analysis plays an important role in the computer...
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04/26/2022
Energy Efficient Beamforming Optimization for Integrated Sensing and Communication
This paper investigates the optimization of beamforming design in a syst...
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04/22/2022
"Public(s)-in-the-Loop": Facilitating Deliberation of Algorithmic Decisions in Contentious Public Policy Domains
This position paper offers a framework to think about how to better invo...
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03/01/2022
RIS-Assisted Quasi-Static Broad Coverage for Wideband mmWave Massive MIMO Systems
Reconfigurable intelligent surfaces (RISs) can establish favorable wirel...
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12/21/2021
A Scalable Deep Reinforcement Learning Model for Online Scheduling Coflows of Multi-Stage Jobs for High Performance Computing
Coflow is a recently proposed networking abstraction to help improve the...
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06/18/2021
ICINet: ICI-Aware Neural Network Based Channel Estimation for Rapidly Time-Varying OFDM Systems
A novel intercarrier interference (ICI)-aware orthogonal frequency divis...
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05/13/2021
Changeable Sweep Coverage Problem
Sweep coverage is to realize the periodic coverage of targets by plannin...
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05/06/2021
Everyday algorithm auditing: Understanding the power of everyday users in surfacing harmful algorithmic behaviors
A growing body of literature has proposed formal approaches to audit alg...
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01/20/2021
NEMR: Network Embedding on Metric of Relation
Network embedding maps the nodes of a given network into a low-dimension...
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10/22/2020
Value Cards: An Educational Toolkit for Teaching Social Impacts of Machine Learning through Deliberation
Recently, there have been increasing calls for computer science curricul...
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10/21/2020
Beamforming Optimization for IRS-Aided Communications with Transceiver Hardware Impairments
In this paper, we focus on intelligent reflecting surface (IRS) assisted...
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08/02/2020
Beamforming Design with Fast Convergence for IRS-Aided Full-Duplex Communication
We study the beamforming optimization for an intelligent reflecting surf...
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05/29/2020
On Uplink Performance of Multiuser Massive MIMO Relay Network With Limited RF Chains
This paper considers a multiuser massive multiple-input multiple-output ...
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05/03/2020
Multi-cell Edge Coverage Enhancement Using Mobile UAV-Relay
Unmanned aerial vehicle (UAV)-assisted communication is a promising tech...
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02/03/2020
Differentially Private k-Means Clustering with Guaranteed Convergence
Iterative clustering algorithms help us to learn the insights behind the...
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01/07/2020
Protect Edge Privacy in Path Publishing with Differential Privacy
Paths in a given network are a generalised form of time-serial chains in...
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05/24/2019
Secrecy Rate Maximization for Intelligent Reflecting Surface Assisted Multi-Antenna Communications
We investigate transmission optimization for intelligent reflecting surf...
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11/19/2018
MIMO Channel Information Feedback Using Deep Recurrent Network
In a multiple-input multiple-output (MIMO) system, the availability of c...
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10/12/2018
Neural Variational Hybrid Collaborative Filtering
Collaborative Filtering (CF) is one of the most used methods for Recomme...
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08/24/2018
An Enhanced SCMA Detector Enabled by Deep Neural Network
In this paper, we propose a learning approach for sparse code multiple a...
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06/09/2018
Utility-Energy Efficiency Oriented User Association with Power Control in Heterogeneous Networks
This letter investigates optimizing utility-energy efficiency (UEE), def...
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06/07/2018