| 2024 | AAAI | Generalized Variational Inference via Optimal Transport. | Jinjin Chi, Zhichao Zhang, Zhiyao Yang, Jihong Ouyang, Hongbin Pei |
| 2024 | AAAI | Aspect-Based Sentiment Analysis with Explicit Sentiment Augmentations. | Jihong Ouyang, Zhiyao Yang, Silong Liang, Bing Wang, Yimeng Wang, Ximing Li |
| 2024 | ICML | Positive and Unlabeled Learning with Controlled Probability Boundary Fence. | Changchun Li, Yuanchao Dai, Lei Feng, Ximing Li, Bing Wang, Jihong Ouyang |
| 2024 | IJCAI | WPML3CP: Wasserstein Partial Multi-Label Learning with Dual Label Correlation Perspectives. | Ximing Li, Yuanchao Dai, Bing Wang, Changchun Li, Renchu Guan, Fangming Gu, Jihong Ouyang |
| 2023 | AAAI | Variational Wasserstein Barycenters with C-cyclical Monotonicity Regularization. | Jinjin Chi, Zhiyao Yang, Ximing Li, Jihong Ouyang, Renchu Guan |
| 2023 | AAAI | Learning with Partial Labels from Semi-supervised Perspective. | Ximing Li, Yuanzhi Jiang, Changchun Li, Yiyuan Wang, Jihong Ouyang |
| 2023 | CIKM | Unsupervised Aspect Term Extraction by Integrating Sentence-level Curriculum Learning with Token-level Self-paced Learning. | Jihong Ouyang, Zhiyao Yang, Chang Xuan, Bing Wang, Yiyuan Wang, Ximing Li |
| 2022 | ICLR | Who Is Your Right Mixup Partner in Positive and Unlabeled Learning. | Changchun Li, Ximing Li, Lei Feng, Jihong Ouyang |
| 2022 | IJCAI | Weakly-supervised Text Classification with Wasserstein Barycenters Regularization. | Jihong Ouyang, Yiming Wang, Ximing Li, Changchun Li |
| 2021 | ACL | Semi-Supervised Text Classification with Balanced Deep Representation Distributions. | Changchun Li, Ximing Li, Jihong Ouyang |
| 2021 | CIKM | Detecting the Fake Candidate Instances: Ambiguous Label Learning with Generative Adversarial Networks. | Changchun Li, Ximing Li, Jihong Ouyang, Yiming Wang |
| 2021 | EMNLP | Extracting Topics with Simultaneous Word Co-occurrence and Semantic Correlation Graphs: Neural Topic Modeling for Short Texts. | Yiming Wang, Ximing Li, Xiaotang Zhou, Jihong Ouyang |
| 2021 | IJCAI | Layer-Assisted Neural Topic Modeling over Document Networks. | Yiming Wang, Ximing Li, Jihong Ouyang |
| 2020 | CIKM | Learning with Noisy Partial Labels by Simultaneously Leveraging Global and Local Consistencies. | Changchun Li, Ximing Li, Jihong Ouyang |
| 2020 | ICDM | Semantics-assisted Wasserstein Learning for Topic and Word Embeddings. | Changchun Li, Ximing Li, Jihong Ouyang, Yiming Wang |
| 2019 | AAAI | Dirichlet Multinomial Mixture with Variational Manifold Regularization: Topic Modeling over Short Texts. | Ximing Li, Jiaojiao Zhang, Jihong Ouyang |
| 2019 | IJCAI | Approximate Optimal Transport for Continuous Densities with Copulas. | Jinjin Chi, Jihong Ouyang, Ximing Li, Yang Wang, Meng Wang |
| 2019 | WWW | Classifying Extremely Short Texts by Exploiting Semantic Centroids in Word Mover's Distance Space. | Changchun Li, Jihong Ouyang, Ximing Li |
| 2018 | CIKM | Dataless Text Classification: A Topic Modeling Approach with Document Manifold. | Ximing Li, Changchun Li, Jinjin Chi, Jihong Ouyang, Chenliang Li |
| 2018 | IJCAI | Variance Reduction in Black-box Variational Inference by Adaptive Importance Sampling. | Ximing Li, Changchun Li, Jinjin Chi, Jihong Ouyang |
| 2018 | SDM | Black-box Expectation Propagation for Bayesian Models. | Ximing Li, Changchun Li, Jinjin Chi, Jihong Ouyang, Wenting Wang |
| 2016 | COLING | Integrating Topic Modeling with Word Embeddings by Mixtures of vMFs. | Ximing Li, Jinjin Chi, Changchun Li, Jihong Ouyang, Bo Fu |
| 2016 | SDM | Sparse Hybrid Variational-Gibbs Algorithm for Latent Dirichlet Allocation. | Ximing Li, Jihong Ouyang, Xiaotang Zhou |
| 2014 | ECAI | Momentum Online LDA for Large-scale Datasets. | Jihong Ouyang, You Lu, Ximing Li |
| 2011 | CIS | A Heuristic Genetic Process Mining Algorithm. | Jiafei Li, Jihong Ouyang, Mingyong Feng |
| 2011 | ICNC | Finding similar and discriminative parts of deformable shape classes. | Zhenxin Wang, Jihong Ouyang, Zeyang Liu, Xueyan Li |
| 2007 | ICCS | A Model for Representing Topological Relations Between Simple Concave Regions. | Jihong Ouyang, Qian Fu, Dayou Liu |