Jihong Ouyang

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 62

Top Topics

Text Classification

Latent Dirichlet Allocation

Bayesian Models

Top Venues

Publications

Jihong Ouyang, Zhengjie Zhang, Qingyi Meng, Ximing Li, Jinjin Chi
Exploiting multi-level consistency learning for source-free domain adaptation. Multim. Syst. 30 (5) (2024)
Jihong Ouyang, Dong Mao, Qingyi Meng
LaRW: boosting open-set semi-supervised learning with label-guided re-weighting. Multim. Tools Appl. 83 (15) (2024)
Jihong Ouyang, Teng Wang, Jingyue Cao, Yiming Wang
Applying Kumaraswamy distribution on stick-breaking process: a Dirichlet neural topic model approach. Neural Comput. Appl. 36 (22) (2024)
Jihong Ouyang, Zhengjie Zhang, Qingyi Meng, Ximing Li, Dang Ngoc Hoang Thanh
Adaptive prototype and consistency alignment for semi-supervised domain adaptation. Multim. Tools Appl. 83 (3) (2024)
Jihong Ouyang, Zhiyao Yang, Silong Liang, Bing Wang, Yimeng Wang, Ximing Li
Aspect-Based Sentiment Analysis with Explicit Sentiment Augmentations. AAAI (2024)
Jihong Ouyang, Chang Xuan, Bing Wang, Zhiyao Yang
Aspect-based sentiment classification with aspect-specific hypergraph attention networks. Expert Syst. Appl. 248 (2024)
Jinjin Chi, Zhichao Zhang, Zhiyao Yang, Jihong Ouyang, Hongbin Pei
Generalized Variational Inference via Optimal Transport. AAAI (2024)
Ximing Li, Yuanzhi Jiang, Changchun Li, Yiyuan Wang, Jihong Ouyang
Learning with Partial Labels from Semi-supervised Perspective. AAAI (2023)
Jihong Ouyang, Chenyang Lu, Bing Wang, Changchun Li
Supervised contrastive learning with corrected labels for noisy label learning. Appl. Intell. 53 (23) (2023)
Jihong Ouyang, Dong Mao, Zeqi Guo, Siguang Liu, Dong Xu, Wenting Wang
Contrastive self-supervised learning for diabetic retinopathy early detection. Medical Biol. Eng. Comput. 61 (9) (2023)
Jihong Ouyang, Ganghai Duan, Siguang Liu
Few-Shot Directed Meta-Learning for Image Classification. Int. J. Pattern Recognit. Artif. Intell. 37 (1) (2023)
Jihong Ouyang, Zhiyao Yang, Chang Xuan, Bing Wang, Yiyuan Wang, Ximing Li
Unsupervised Aspect Term Extraction by Integrating Sentence-level Curriculum Learning with Token-level Self-paced Learning. CIKM (2023)
Zhiyao Yang, Bing Wang, Ximing Li, Wenting Wang, Jihong Ouyang
S3map: Semisupervised aspect-based sentiment analysis with masked aspect prediction. Knowl. Based Syst. 269 (2023)
Jinjin Chi, Zhiyao Yang, Ximing Li, Jihong Ouyang, Renchu Guan
Variational Wasserstein Barycenters with C-cyclical Monotonicity Regularization. AAAI (2023)
Ximing Li, Bing Wang, Yue Wang, Jihong Ouyang, Harish Garg, Dang N. H. Thanh
Weakly supervised prototype topic model with discriminative seed words: modifying the category prior by self-exploring supervised signals. Soft Comput. 27 (9) (2023)
Jihong Ouyang, Shi Feng, Bing Wang, Zhiyao Yang
Pseudo dense counterfactual augmentation for aspect-based sentiment analysis. Neurocomputing 561 (2023)
Yimeng Wang, Shi Feng, Bing Wang, Jihong Ouyang
Deep transition network with gating mechanism for multivariate time series forecasting. Appl. Intell. 53 (20) (2023)
Jihong Ouyang, Zhiyao Yang, Silong Liang, Bing Wang, Yimeng Wang, Ximing Li
Aspect-Based Sentiment Analysis with Explicit Sentiment Augmentations. CoRR (2023)
Ximing Li, Yuanzhi Jiang, Changchun Li, Yiyuan Wang, Jihong Ouyang
Learning with Partial Labels from Semi-supervised Perspective. CoRR (2022)
Jinjin Chi, Jihong Ouyang, Ang Zhang, Xinhua Wang, Ximing Li
Fast copula variational inference. J. Exp. Theor. Artif. Intell. 34 (2) (2022)
Jinjin Chi, Bilin Wang, Huiling Chen, Lejun Zhang, Ximing Li, Jihong Ouyang
Approximate continuous optimal transport with copulas. Int. J. Intell. Syst. 37 (8) (2022)
Yiming Wang, Ximing Li, Jihong Ouyang, Zeqi Guo, Yimeng Wang
Extracting nonlinear neural topics with neural variational bayes. World Wide Web 25 (1) (2022)
Ximing Li, Changchun Li, Jinjin Chi, Jihong Ouyang
Approximate posterior inference for Bayesian models: black-box expectation propagation. Knowl. Inf. Syst. 64 (9) (2022)
Jihong Ouyang, Yiming Wang, Ximing Li, Changchun Li
Weakly-supervised Text Classification with Wasserstein Barycenters Regularization. IJCAI (2022)
Changchun Li, Ximing Li, Lei Feng, Jihong Ouyang
Who Is Your Right Mixup Partner in Positive and Unlabeled Learning. ICLR (2022)
Shi Feng, Bing Wang, Zhiyao Yang, Jihong Ouyang
Aspect-based sentiment analysis with attention-assisted graph and variational sentence representation. Knowl. Based Syst. 258 (2022)
Changchun Li, Ximing Li, Jihong Ouyang
Semi-Supervised Text Classification with Balanced Deep Representation Distributions. ACL/IJCNLP (1) (2021)
Yiming Wang, Ximing Li, Xiaotang Zhou, Jihong Ouyang
Extracting Topics with Simultaneous Word Co-occurrence and Semantic Correlation Graphs: Neural Topic Modeling for Short Texts. EMNLP (Findings) (2021)
Changchun Li, Ximing Li, Jihong Ouyang, Yiming Wang
Detecting the Fake Candidate Instances: Ambiguous Label Learning with Generative Adversarial Networks. CIKM (2021)
Bing Wang, Yue Wang, Ximing Li, Jihong Ouyang
Weakly Supervised Prototype Topic Model with Discriminative Seed Words: Modifying the Category Prior by Self-exploring Supervised Signals. CoRR (2021)
Ximing Li, Yang Wang, Jihong Ouyang, Meng Wang
Topic extraction from extremely short texts with variational manifold regularization. Mach. Learn. 110 (5) (2021)
Yiming Wang, Ximing Li, Jihong Ouyang
Layer-Assisted Neural Topic Modeling over Document Networks. IJCAI (2021)
Jinjin Chi, Zhiyao Yang, Jihong Ouyang, Ximing Li
Variational Wasserstein Barycenters with c-Cyclical Monotonicity. CoRR (2021)
Changchun Li, Ximing Li, Jihong Ouyang, Yiming Wang
Semantics-assisted Wasserstein Learning for Topic and Word Embeddings. ICDM (2020)
Changchun Li, Ximing Li, Jihong Ouyang
Learning with Noisy Partial Labels by Simultaneously Leveraging Global and Local Consistencies. CIKM (2020)
Yan Niu, Jihong Ouyang, Wanli Zuo, Fuxin Wang
Low Cost Edge Sensing for High Quality Demosaicking. IEEE Trans. Image Process. 28 (5) (2019)
Jinjin Chi, Jihong Ouyang, Ximing Li, Yang Wang, Meng Wang
Approximate Optimal Transport for Continuous Densities with Copulas. IJCAI (2019)
Xinhua Wang, Jihong Ouyang, Yungang Zhu, Haibo Yu, Helong Li
A Novel Medical Image Edge Detection Method Based on Reinforcement Learning and Ant Colony Optimization. J. Medical Imaging Health Informatics 9 (1) (2019)
Jinjin Chi, Jihong Ouyang, Changchun Li, Xueyang Dong, Ximing Li, Xinhua Wang
Topic representation: Finding more representative words in topic models. Pattern Recognit. Lett. 123 (2019)
Yan Niu, Jihong Ouyang
Cross-Channel Correlation Preserved Three-Stream Lightweight CNNs for Demosaicking. CoRR (2019)
Ximing Li, Jiaojiao Zhang, Jihong Ouyang
Dirichlet Multinomial Mixture with Variational Manifold Regularization: Topic Modeling over Short Texts. AAAI (2019)
Changchun Li, Jihong Ouyang, Ximing Li
Classifying Extremely Short Texts by Exploiting Semantic Centroids in Word Mover's Distance Space. WWW (2019)
Ximing Li, Ang Zhang, Changchun Li, Lantian Guo, Wenting Wang, Jihong Ouyang
Relational Biterm Topic Model: Short-Text Topic Modeling using Word Embeddings. Comput. J. 62 (3) (2019)
Xiaotang Zhou, Jihong Ouyang, Ximing Li
A more time-efficient gibbs sampling algorithm based on SparseLDA for latent dirichlet allocation. Intell. Data Anal. 22 (6) (2018)
Jinjin Chi, Jihong Ouyang, Changchun Li, Xueyang Dong, Ximing Li, Xinhua Wang
Topic representation: finding more representative words in topic models. CoRR (2018)
Xiaotang Zhou, Jihong Ouyang, Ximing Li
Two time-efficient gibbs sampling inference algorithms for biterm topic model. Appl. Intell. 48 (3) (2018)
Ximing Li, Changchun Li, Jinjin Chi, Jihong Ouyang
Variance Reduction in Black-box Variational Inference by Adaptive Importance Sampling. IJCAI (2018)
Ximing Li, Changchun Li, Jinjin Chi, Jihong Ouyang, Chenliang Li
Dataless Text Classification: A Topic Modeling Approach with Document Manifold. CIKM (2018)
Ximing Li, Yue Wang, Ang Zhang, Changchun Li, Jinjin Chi, Jihong Ouyang
Filtering out the noise in short text topic modeling. Inf. Sci. 456 (2018)
Ximing Li, Ang Zhang, Changchun Li, Jihong Ouyang, Yi Cai
Exploring coherent topics by topic modeling with term weighting. Inf. Process. Manag. 54 (6) (2018)
Ximing Li, Changchun Li, Jinjin Chi, Jihong Ouyang
Short text topic modeling by exploring original documents. Knowl. Inf. Syst. 56 (2) (2018)
Ximing Li, Changchun Li, Jinjin Chi, Jihong Ouyang, Wenting Wang
Black-box Expectation Propagation for Bayesian Models. SDM (2018)
Yue-peng Zou, Jihong Ouyang, Ximing Li
Supervised topic models with weighted words: multi-label document classification. Frontiers Inf. Technol. Electron. Eng. 19 (4) (2018)
Jinjin Chi, Jihong Ouyang, Ximing Li, Changchun Li
Empirical study on variational inference methods for topic models. J. Exp. Theor. Artif. Intell. 30 (1) (2018)
Yan Niu, Jihong Ouyang, Wanli Zuo, Fuxin Wang
Low Cost Edge Sensing for High Quality Demosaicking. CoRR (2018)
Ximing Li, Jihong Ouyang, Xiaotang Zhou
Labelset topic model for multi-label document classification. J. Intell. Inf. Syst. 46 (1) (2016)
Ximing Li, Jihong Ouyang
Tuning the Learning Rate for Stochastic Variational Inference. J. Comput. Sci. Technol. 31 (2) (2016)
Ximing Li, Jihong Ouyang, Xiaotang Zhou
A kernel-based centroid classifier using hypothesis margin. J. Exp. Theor. Artif. Intell. 28 (6) (2016)
Chao Ma, Jihong Ouyang, Hui-Ling Chen, Jinchao Ji
A novel kernel extreme learning machine algorithm based on self-adaptive artificial bee colony optimisation strategy. Int. J. Syst. Sci. 47 (6) (2016)
Jihong Ouyang, Ximing Li, Hongtu Li
Boosting scene understanding by hierarchical pachinko allocation. Multim. Tools Appl. 75 (20) (2016)
Ximing Li, Jinjin Chi, Changchun Li, Jihong Ouyang, Bo Fu
Integrating Topic Modeling with Word Embeddings by Mixtures of vMFs. COLING (2016)
Ximing Li, Jihong Ouyang, Xiaotang Zhou
Sparse Hybrid Variational-Gibbs Algorithm for Latent Dirichlet Allocation. SDM (2016)
Ximing Li, Jihong Ouyang, Xiaotang Zhou
Centroid prior topic model for multi-label classification. Pattern Recognit. Lett. 62 (2015)
Ximing Li, Jihong Ouyang, You Lu, Xiaotang Zhou, Tian Tian
Group topic model: organizing topics into groups. Inf. Retr. J. 18 (1) (2015)
Ximing Li, Jihong Ouyang, Xiaotang Zhou, You Lu, Yanhui Liu
Supervised labeled latent Dirichlet allocation for document categorization. Appl. Intell. 42 (3) (2015)
Juan Chen, Anthony G. Cohn, Dayou Liu, Sheng-sheng Wang, Jihong Ouyang, Qiangyuan Yu
A survey of qualitative spatial representations. Knowl. Eng. Rev. 30 (1) (2015)
Ximing Li, Jihong Ouyang, Xiaotang Zhou
Supervised topic models for multi-label classification. Neurocomputing 149 (2015)
Xu Wang, Jihong Ouyang, Guifen Chen
Simplifying Calculation of Graph Similarity Through Matrices. CCTA (2) (2015)
Ximing Li, Jihong Ouyang, You Lu
Topic modeling for large-scale text data. Frontiers Inf. Technol. Electron. Eng. 16 (6) (2015)
Jihong Ouyang, You Lu, Ximing Li
Momentum Online LDA for Large-scale Datasets. ECAI (2014)
Chao Ma, Jihong Ouyang, Hui-Ling Chen, Xuehua Zhao
An Efficient Diagnosis System for Parkinson's Disease Using Kernel-Based Extreme Learning Machine with Subtractive Clustering Features Weighting Approach. Comput. Math. Methods Medicine 2014 (2014)
Ximing Li, Jihong Ouyang, Xiaotang Zhou, Bo Fu
Adaptive Centroid-Based Clustering Algorithm for Text Document Data. PAAP (2014)
Chao Ma, Jihong Ouyang, Jian Guan
Hybrid improved gravitional search algorithm and kernel based extreme learning machine method for classification problems. SPAC (2014)
Zhenxin Wang, Jihong Ouyang
Curve length estimation based on cubic spline interpolation in gray-scale images. J. Zhejiang Univ. Sci. C 14 (10) (2013)
Li-Na Li, Jihong Ouyang, Hui-Ling Chen, Dayou Liu
A Computer Aided Diagnosis System for Thyroid Disease Using Extreme Learning Machine. J. Medical Syst. 36 (5) (2012)
Jian Li, Jihong Ouyang, Zhenxin Wang
Representation for topological relations of four simple regions. FSKD (2012)
Jiafei Li, Jihong Ouyang, Mingyong Feng
A Heuristic Genetic Process Mining Algorithm. CIS (2011)
Li-Na Li, Jihong Ouyang, Dayou Liu, Hong Qi, Huiling Chen
A new hybrid collective classification method based on random walk and link pattern. CCIS (2011)
Jihong Ouyang, Ke Ma, Ling Ma
A new model for topological relations between convex regions. FSKD (2011)
Zhenxin Wang, Jihong Ouyang, Zeyang Liu, Xueyan Li
Finding similar and discriminative parts of deformable shape classes. ICNC (2011)
Jihong Ouyang, Qian Fu, Dayou Liu
A Model for Representing Topological Relations Between Simple Concave Regions. International Conference on Computational Science (1) (2007)