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08/11/2023
Thinking Like an Expert:Multimodal Hypergraph-of-Thought (HoT) Reasoning to boost Foundation Modals
Reasoning ability is one of the most crucial capabilities of a foundatio...
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07/12/2023
Physics-informed Machine Learning for Calibrating Macroscopic Traffic Flow Models
Well-calibrated traffic flow models are fundamental to understanding tra...
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02/27/2023
TOT: Topology-Aware Optimal Transport For Multimodal Hate Detection
Multimodal hate detection, which aims to identify harmful content online...
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01/27/2023
Strategic Defense of Feedback-Controlled Parallel Queues against Reliability and Security Failures
Parallel traffic service systems such as transportation, manufacturing, ...
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06/27/2022
EMVLight: a Multi-agent Reinforcement Learning Framework for an Emergency Vehicle Decentralized Routing and Traffic Signal Control System
Emergency vehicles (EMVs) play a crucial role in responding to time-crit...
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05/17/2022
Sequential Elimination Contests with All-Pay Auctions
By modeling contests as all-pay auctions, we study two-stage sequential ...
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04/20/2021
HYPER^2: Hyperbolic Poincare Embedding for Hyper-Relational Link Prediction
Link Prediction, addressing the issue of completing KGs with missing fac...
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09/02/2020
SRQA: Synthetic Reader for Factoid Question Answering
The question answering system can answer questions from various fields a...
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08/01/2020
V2I Connectivity-Based Dynamic Queue-Jump Lane for Emergency Vehicles: A Deep Reinforcement Learning Approach
Emergency vehicle (EMV) service is a key function of cities and is excee...
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03/29/2020
Optimizing Coordinated Vehicle Platooning: An Analytical Approach Based on Stochastic Dynamic Programming
Platooning connected and autonomous vehicles (CAVs) can improve traffic ...
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03/02/2020
V2I Connectivity-Based Dynamic Queue-Jumper Lane for Emergency Vehicles: An Approximate Dynamic Programming Approach
Emergency vehicle (EV) service is a key function of cities and is exceed...
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05/01/2019
Dynamic Prediction of Origin-Destination Flows Using Fusion Line Graph Convolutional Networks
Modern intelligent transportation systems provide data that allow real-t...
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09/03/2018
A3Net: Adversarial-and-Attention Network for Machine Reading Comprehension
In this paper, we introduce Adversarial-and-attention Network (A3Net) fo...
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05/10/2018
Bivariate Causal Discovery and its Applications to Gene Expression and Imaging Data Analysis
The mainstream of research in genetics, epigenetics and imaging data ana...
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03/22/2018
Signaling Game-based Misbehavior Inspection in V2I-enabled Highway Operations
Vehicle-to-Infrastructure (V2I) communications are increasingly supporti...
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12/03/2015
A New Statistical Framework for Genetic Pleiotropic Analysis of High Dimensional Phenotype Data
The widely used genetic pleiotropic analysis of multiple phenotypes are ...
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01/13/2015