Jihong Ouyang
16 papers · 2016–2024 · 8 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (8) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (8)
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(8)
🤝
Dynamic Duo
(15)
🗃️
Keyword Collector
(68)
🚀
Conference Pioneer
💎
Century Club
(16)
Conferences
AAAI (5)
IJCAI (5)
ACL (1)
COLING (1)
EMNLP (1)
ICLR (1)
ICML (1)
IJCNLP (1)
Top co-authors
Keywords
variational inference
(4)
optimal transport
(3)
topic modeling
(3)
contrastive learning
(2)
word embedding
(2)
wasserstein barycenter
(2)
angular margin loss
(2)
semi-supervised text classification
(2)
short text
(2)
neural topic model
(2)
topic model
(2)
gradient-based optimization
(1)
image retrieval
(1)
probabilistic modeling
(1)
manifold regularization
(1)
opinion mining
(1)
semi-supervised learning
(1)
implicit sentiment
(1)
pseudo labeling
(1)
multi-label classification
(1)
Papers
Aspect-Based Sentiment Analysis with Explicit Sentiment Augmentations
AAAI 2024
Positive and Unlabeled Learning with Controlled Probability Boundary Fence
ICML 2024
WPML3CP: Wasserstein Partial Multi-Label Learning with Dual Label Correlation Perspectives
IJCAI 2024
Generalized Variational Inference via Optimal Transport
AAAI 2024
Learning with Partial Labels from Semi-supervised Perspective
AAAI 2023
Variational Wasserstein Barycenters with C-cyclical Monotonicity Regularization
AAAI 2023
Weakly-supervised Text Classification with Wasserstein Barycenters Regularization
IJCAI 2022
Who Is Your Right Mixup Partner in Positive and Unlabeled Learning
ICLR 2022
Semi-Supervised Text Classification with Balanced Deep Representation Distributions
IJCNLP 2021
Semi-Supervised Text Classification with Balanced Deep Representation Distributions
ACL 2021
Extracting Topics with Simultaneous Word Co-occurrence and Semantic Correlation Graphs: Neural Topic Modeling for Short Texts
EMNLP 2021
Layer-Assisted Neural Topic Modeling over Document Networks
IJCAI 2021
Dirichlet Multinomial Mixture with Variational Manifold Regularization: Topic Modeling over Short Texts
AAAI 2019
Approximate Optimal Transport for Continuous Densities with Copulas
IJCAI 2019
Variance Reduction in Black-box Variational Inference by Adaptive Importance Sampling
IJCAI 2018
Integrating Topic Modeling with Word Embeddings by Mixtures of vMFs
COLING 2016