Bin Yao
8 papers · 2018–2022 · 2 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (19) π Conference Polyglot Β· Bronze π Trend Setter
π₯
Unstoppable Β· Bronze
π
Conference Pioneer
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Renaissance Researcher
(6)
Top co-authors
Research topics
Machine Learning
(4)
Mathematics & Optimization
(4)
Optimization
(4)
Artificial Intelligence
(2)
Computer Science
(2)
Data Science & Analytics
(2)
Deep Learning
(2)
Application Areas
(2)
Applications Β· Data Science & Analytics
(2)
Foundations
(2)
Learning Types
(2)
Interdisciplinary
(1)
Natural Language Processing
(1)
Applications Β· Natural Language Processing
(1)
Architectures
(1)
Keywords
combinatorial optimization
(2)
attention mechanism
(1)
high-dimensional data
(1)
nearest neighbor search
(1)
algorithmic efficiency
(1)
reaction prediction
(1)
high dimensional search
(1)
sentence similarity
(1)
pairwise ranking
(1)
submodular maximization
(1)
semantic information
(1)
syntactic information
(1)
online algorithm
(1)
approximation algorithm
(1)
dynamic routing
(1)
generative adversarial network
(1)
molecular representation
(1)
search algorithm
(1)
budget constraint
(1)
adversarial learning
(1)
Papers
GNN-Retro: Retrosynthetic Planning with Graph Neural Networks
AAAI 2022
Towards Controlling the Transmission of Diseases: Continuous Exposure Discovery over Massive-Scale Moving Objects
IJCAI 2022
Traffic Congestion Alleviation over Dynamic Road Networks: Continuous Optimal Route Combination for Trip Query Streams
IJCAI 2021
Optimal Region Search with Submodular Maximization
IJCAI 2020
Pay Your Trip for Traffic Congestion: Dynamic Pricing in Traffic-Aware Road Networks
AAAI 2020
An Improved Hierarchical Datastructure for Nearest Neighbor Search
AAAI 2019
Geo-ALM: POI Recommendation by Fusing Geographical Information and Adversarial Learning Mechanism
IJCAI 2019
ACV-tree: A New Method for Sentence Similarity Modeling
IJCAI 2018