Shufeng Kong
10 papers · 2020–2026 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (26) π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (6) π Renaissance Researcher (6)
π
Interdisciplinary Bridge
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Cross-Pollinator
(13)
π§¬
Topic Evolution
π₯
Unstoppable
(5)
π
Century Club
(10)
Conferences
AAAI (4)
IJCAI (3)
ICML (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
multi-label classification
(3)
variational autoencoder
(3)
graph attention network
(3)
label correlation
(3)
multivariate probit model
(2)
representation learning
(2)
self-supervised learning
(2)
constraint optimization
(1)
deep learning
(1)
contrastive learning
(1)
graph representation
(1)
heuristic search
(1)
message passing
(1)
graphical model
(1)
belief propagation
(1)
latent space
(1)
graph transformer
(1)
attention mechanism
(1)
gaussian mixture model
(1)
distributed constraint optimization
(1)
Papers
MIRNet: Integrating Constrained Graph-Based Reasoning with Pre-training for Diagnostic Medical Imaging
AAAI 2026
ILP-FORMER: Solving Integer Linear Programming with Sequence to Multi-Label Learning
UAI 2024
Conformal Crystal Graph Transformer with Robust Encoding of Periodic Invariance
AAAI 2024
Exploring Leximin Principle for Fair Core-Selecting Combinatorial Auctions: Payment Rule Design and Implementation
IJCAI 2023
Deep Attentive Belief Propagation: Integrating Reasoning and Learning for Solving Constraint Optimization Problems
NIPS 2022
Pretrained Cost Model for Distributed Constraint Optimization Problems
AAAI 2022
Gaussian Mixture Variational Autoencoder with Contrastive Learning for Multi-Label Classification
ICML 2022
HOT-VAE: Learning High-Order Label Correlation for Multi-Label Classification via Attention-Based Variational Autoencoders
AAAI 2021
Deep Hurdle Networks for Zero-Inflated Multi-Target Regression: Application to Multiple Species Abundance Estimation
IJCAI 2020
Disentangled Variational Autoencoder based Multi-Label Classification with Covariance-Aware Multivariate Probit Model
IJCAI 2020