Baihua Zheng
6 papers · 2017–2022 · 2 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird
π
Keyword Champion
(2)
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Core Methods
(3)
Deep Learning
(2)
Reinforcement Learning
(2)
Applications
(2)
Architectures
(2)
Learning Types Β· Machine Learning
(2)
Methods
(2)
Computer Vision
(1)
Analysis
(1)
Domain-Specific
(1)
Learning Types Β· Deep Learning
(1)
Processing
(1)
Keywords
trajectory data
(2)
auxiliary supervision
(2)
traffic signal control
(2)
reinforcement learning
(1)
semantic segmentation
(1)
metric learning
(1)
image fusion
(1)
trajectory modeling
(1)
deep learning
(1)
agent communication
(1)
communication efficiency
(1)
convolutional neural network
(1)
data fusion
(1)
recurrent neural network
(1)
dense prediction
(1)
aerial image
(1)
travel time estimation
(1)
group attention
(1)
multi-timescale learning
(1)
dynamic lane
(1)
Papers
Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method
IJCAI 2022
Dynamic Lane Traffic Signal Control with Group Attention and Multi-Timescale Reinforcement Learning
IJCAI 2021
DeepDualMapper: A Gated Fusion Network for Automatic Map Extraction Using Aerial Images and Trajectories
AAAI 2020
Trajectory Similarity Learning with Auxiliary Supervision and Optimal Matching
IJCAI 2020
DeepTravel: a Neural Network Based Travel Time Estimation Model with Auxiliary Supervision
IJCAI 2018
Modeling Trajectories with Recurrent Neural Networks
IJCAI 2017