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08/21/2023
Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting
With the rapid development of the Intelligent Transportation System (ITS...
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06/20/2023
Deep graph kernel point processes
Point process models are widely used to analyze asynchronous events occu...
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05/21/2023
Conditional Generative Modeling is All You Need for Marked Temporal Point Processes
Recent advancements in generative modeling have made it possible to gene...
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11/21/2022
Spatio-temporal point processes with deep non-stationary kernels
Point process data are becoming ubiquitous in modern applications, such ...
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11/14/2022
Tides Need STEMMED: A Locally Operating Spatio-Temporal Mutually Exciting Point Process with Dynamic Network for Improving Opioid Overdose Death Prediction
We develop a Spatio-TEMporal Mutually Exciting point process with Dynami...
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10/23/2022
Coupling User Preference with External Rewards to Enable Driver-centered and Resource-aware EV Charging Recommendation
Electric Vehicle (EV) charging recommendation that both accommodates use...
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09/18/2021
Non-stationary spatio-temporal point process modeling for high-resolution COVID-19 data
Most COVID-19 studies commonly report figures of the overall infection a...
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05/14/2021
Butterfly-Core Community Search over Labeled Graphs
Community search aims at finding densely connected subgraphs for query v...
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12/13/2020
Location-aware Single Image Reflection Removal
This paper proposes a novel location-aware deep learning-based single im...
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02/11/2020
WatchDog: Real-time Vehicle Tracking on Geo-distributed Edge Nodes
Vehicle tracking, a core application to smart city video analytics, is b...
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02/02/2020
Multiuser Scheduling for Minimizing Age of Information in Uplink MIMO Systems
This paper concerns the user scheduling problem in a multiuser multiple-...
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01/29/2020
Design of Non-orthogonal and Noncoherent Massive MIMO for Scalable URLLC Beyond 5G
This paper is to design and optimize a non-orthogonal and noncoherent ma...
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12/17/2019
Signal Design for AF Relay Systems using Superposition Coding and Finite-Alphabet Inputs
This paper focuses on the signal design in a Gaussian amplify-and-forwar...
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11/30/2019
On Multi-Cascade Influence Maximization: Model, Hardness and Algorithmic Framework
This paper studies the multi-cascade influence maximization problem, whi...
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03/05/2019
Noncoherent and Non-orthogonal Massive SIMO for Critical Industrial IoT Communications
Towards the realization of ultra-reliable low-latency wireless communica...
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03/05/2019
Noncoherent Multiuser Massive SIMO for Low-Latency Industrial IoT Communications
In this paper, we consider a multiuser massive single-input multiple-out...
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01/02/2019
Average SEP-Optimal Precoding for Correlated Massive MIMO with ZF Detection: An Asymptotic Analysis
This paper investigates the symbol error probability (SEP) of point-to-p...
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07/31/2018