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09/21/2023
State-aware Real-time Tracking and Remote Reconstruction of a Markov Source
The problem of real-time remote tracking and reconstruction of a two-sta...
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07/17/2023
Age of Information in Locally Adaptive Frame Slotted ALOHA
We consider a random access network consisting of source-destination pai...
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06/18/2023
Experimental Study of Transport Layer Protocols for Wireless Networked Control Systems
In Wireless Networked Control Systems (WNCSs), the feedback control loop...
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06/16/2023
Analysis of the Age of Information in Age-Threshold Slotted ALOHA
We investigate the performance of a random access network consisting of ...
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05/24/2023
Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing
In executable task-oriented semantic parsing, the system aims to transla...
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05/24/2023
Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification
Intent classification (IC) plays an important role in task-oriented dial...
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05/19/2023
Semantic Filtering and Source Coding in Distributed Wireless Monitoring Systems
The problem of goal-oriented semantic filtering and timely source coding...
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05/07/2023
Vcc: Scaling Transformers to 128K Tokens or More by Prioritizing Important Tokens
Transformer models are foundational to natural language processing (NLP)...
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03/08/2023
Goal-oriented Policies for Cost of Actuation Error Minimization in Wireless Autonomous Systems
We consider the minimization of the cost of actuation error under resour...
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03/07/2023
Age of Information Under Frame Slotted ALOHA-Based Status Updating Protocol
We propose a frame slotted ALOHA (FSA)-based protocol for a random acces...
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03/01/2023
Distortion Minimization with Age of Information and Cost Constraints
We consider a source monitoring a stochastic process with a transmitter ...
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03/01/2023
Age of Actuation in a Wireless Power Transfer System
In this paper, we study a model relevant to semantics-aware goal-oriente...
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02/27/2023
Real-time Reconstruction of Markov Sources and Remote Actuation over Wireless Channels
In this work, we study the real-time tracking and reconstruction of an i...
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02/16/2023
Conversation Style Transfer using Few-Shot Learning
Conventional text style transfer approaches for natural language focus o...
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02/02/2023
Real-time Remote Reconstruction of a Markov Source and Actuation over Wireless
In this work, we study the problem of real-time tracking and reconstruct...
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01/25/2023
Backward Compatibility During Data Updates by Weight Interpolation
Backward compatibility of model predictions is a desired property when u...
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12/20/2022
Dialog2API: Task-Oriented Dialogue with API Description and Example Programs
Functionality and dialogue experience are two important factors of task-...
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12/08/2022
Age of Information with On-Off Service
This paper considers a communication system where a source sends time-se...
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10/16/2022
Modeling Context With Linear Attention for Scalable Document-Level Translation
Document-level machine translation leverages inter-sentence dependencies...
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10/06/2022
On the Interplay Between Deadline-Constrained Traffic and the Number of Allowed Retransmissions in Random Access Networks
In this paper, a network comprising wireless devices equipped with buffe...
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07/11/2022
Robust Beamforming Design for IRS-Aided URLLC in D2D Networks
Intelligent reflecting surface (IRS) and device-to-device (D2D) communic...
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07/02/2022
Analysis of Age of Information in Dual Updating Systems
We study the average Age of Information (AoI) and peak AoI (PAoI) of a d...
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03/16/2022
Semantics-Aware Source Coding in Status Update Systems
We consider a communication system in which the destination receives sta...
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02/02/2022
Semantics-Aware Active Fault Detection in Status Updating Systems
With its growing number of deployed devices and applications, the Intern...
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11/26/2021
RIS-aided D2D Communication Design for URLLC Packet Delivery
In this paper, we consider a smart factory scenario where a set of actua...
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10/14/2021
Performance Analysis of a MIMO System with Bursty Traffic in the presence of Energy Harvesting Jammer
This paper explores the role of multiple antennas in mitigating jamming ...
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10/06/2021
ABC: Attention with Bounded-memory Control
Transformer architectures have achieved state-of-the-art results on a va...
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09/10/2021
A Dynamic Scheduling Policy for a Network with Heterogeneous Time-Sensitive Traffic
In 5G and beyond systems, the notion of latency gets a great momentum in...
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08/31/2021
Sentence Bottleneck Autoencoders from Transformer Language Models
Representation learning for text via pretraining a language model on a l...
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06/08/2021
A Perspective on Time towards Wireless 6G
With the advent of 5G technology, the notion of latency got a prominent ...
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03/29/2021
Joint Sampling and Transmission Policies for Minimizing Cost under AoI Constraints
In this work, we consider the problem of jointly minimizing the average ...
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03/24/2021
Finetuning Pretrained Transformers into RNNs
Transformers have outperformed recurrent neural networks (RNNs) in natur...
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03/03/2021
Random Feature Attention
Transformers are state-of-the-art models for a variety of sequence model...
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12/31/2020
Autonomous Maintenance in IoT Networks via AoI-driven Deep Reinforcement Learning
Internet of Things (IoT) with its growing number of deployed devices and...
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12/14/2020
QoS Aware Robot Trajectory Optimization with IRS-Assisted Millimeter-Wave Communications
This paper considers the motion energy minimization problem for a wirele...
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11/09/2020
Dynamic Power Control for Time-Critical Networking with Heterogeneous Traffic
Future wireless networks will be characterized by heterogeneous traffic ...
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10/27/2020
Robot Trajectory Planning With QoS Constrained IRS-assisted Millimeter-Wave Communications
This paper considers the joint optimization of trajectory and beamformin...
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10/06/2020
Plug and Play Autoencoders for Conditional Text Generation
Text autoencoders are commonly used for conditional generation tasks suc...
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10/03/2020
Multilevel Text Alignment with Cross-Document Attention
Text alignment finds application in tasks such as citation recommendatio...
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09/24/2020
Grounded Compositional Outputs for Adaptive Language Modeling
Language models have emerged as a central component across NLP, and a gr...
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07/22/2020
Semantics-Empowered Communication for Networked Intelligent Systems
Wireless connectivity has traditionally been regarded as a content-agnos...
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07/09/2020
Power Minimization for Age of Information Constrained Dynamic Control in Wireless Sensor Networks
We consider a system where multiple sensors communicate timely informati...
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06/29/2020
Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention
Transformers achieve remarkable performance in several tasks but due to ...
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06/18/2020
Deep Encoder, Shallow Decoder: Reevaluating the Speed-Quality Tradeoff in Machine Translation
State-of-the-art neural machine translation models generate outputs auto...
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06/17/2020
Optimizing Information Freshness in Two-Way Relay Networks
In this paper, we investigate an amplify-and-forward (AF) based two-way ...
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06/11/2020
AoI-optimal Joint Sampling and Updating for Wireless Powered Communication Systems
This paper characterizes the structure of the Age of Information (AoI)-o...
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06/02/2020
Information Freshness and Packet Drop Rate Interplay in a Two-User Multi-Access Channel
In this work, we combine the two notions of timely delivery of informati...
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05/19/2020
Throughput and Age of Information in a Cellular-based IoT Network
In this paper, we consider a cellular-based Internet of things (IoT) net...
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03/21/2020
Multi-Robot Association-Path Planning in Millimeter-Wave Industrial Scenarios
The massive exploitation of robots for industry 4.0 needs advanced wirel...
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03/05/2020