Chengming Wang
6 papers · 2020–2023 · 3 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(19)
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Renaissance Researcher
(5)
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Architectures
(4)
Artificial Intelligence
(3)
Core AI
(3)
Core Methods
(3)
Knowledge & Reasoning
(2)
Mathematics & Optimization
(2)
Optimization
(2)
Optimization & Theory
(2)
Representation
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Applications
(1)
Foundations
(1)
Keywords
knowledge graph
(3)
graph neural network
(3)
integer programming
(2)
entity alignment
(2)
combinatorial optimization
(2)
curriculum learning
(1)
attention mechanism
(1)
commonsense knowledge
(1)
supervised learning
(1)
branch and bound
(1)
mixed integer programming
(1)
self-paced learning
(1)
knowledge graph embedding
(1)
adaptive optimization
(1)
neighborhood aggregation
(1)
multi-hop reasoning
(1)
local optima
(1)
gated mechanism
(1)
hyperbolic embedding
(1)
knowledge graph alignment
(1)
Papers
Adaptive Constraint Partition Based Optimization Framework for Large-Scale Integer Linear Programming (Student Abstract)
AAAI 2023
GNN&GBDT-Guided Fast Optimizing Framework for Large-scale Integer Programming
ICML 2023
Self-Paced Learning Based Graph Convolutional Neural Network for Mixed Integer Programming (Student Abstract)
AAAI 2023
Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce
EMNLP 2022
Knowledge Association with Hyperbolic Knowledge Graph Embeddings
EMNLP 2020
Knowledge Graph Alignment Network with Gated Multi-Hop Neighborhood Aggregation
AAAI 2020