Jianshan He
6 papers · 2019–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
🚀
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Architectures
(2)
Core AI
(2)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Generation
(1)
Models
(1)
Optimization & Theory
(1)
Reasoning
(1)
Representation
(1)
Keywords
graph neural network
(2)
link prediction
(2)
latent dirichlet allocation
(1)
topic modeling
(1)
response generation
(1)
mean field
(1)
first-order logic
(1)
latent variable
(1)
knowledge graph embedding
(1)
markov logic network
(1)
node classification
(1)
stochastic game
(1)
structural information
(1)
neighborhood aggregation
(1)
residual connection
(1)
graph convolutional network
(1)
over-smoothing problem
(1)
pointer network
(1)
conversational response generation
(1)
relation pattern
(1)
Papers
LogicMP: A Neuro-symbolic Approach for Encoding First-order Logic Constraints
ICLR 2024
Structural Information Enhanced Graph Representation for Link Prediction
AAAI 2024
DRGCN: Dynamic Evolving Initial Residual for Deep Graph Convolutional Networks
AAAI 2023
PairRE: Knowledge Graph Embeddings via Paired Relation Vectors
ACL 2021
Generating Informative Conversational Response using Recurrent Knowledge-Interaction and Knowledge-Copy
ACL 2020
Latent Dirichlet Allocation for Internet Price War
AAAI 2019