default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDJunyu Xuan
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
[j38]Haotian Xu
, Junyu Xuan, Guangquan Zhang, Jie Lu:
Trust region policy optimization via entropy regularization for Kullback-Leibler divergence constraint. Neurocomputing 589: 127716 (2024)- [j37]Zihe Liu, Jie Lu, Junyu Xuan, Guangquan Zhang:
Deep Reinforcement Learning in Nonstationary Environments With Unknown Change Points. IEEE Trans. Cybern. 54(9): 5191-5204 (2024) - [j36]Wei Duan, Jie Lu, Yu Guang Wang, Junyu Xuan:
Layer-diverse Negative Sampling for Graph Neural Networks. Trans. Mach. Learn. Res. 2024 (2024) - [c19]Wei Duan, Jie Lu, Junyu Xuan:
Group-Aware Coordination Graph for Multi-Agent Reinforcement Learning. IJCAI 2024: 3926-3934 - [c18]Zihe Liu, Jie Lu, Guangquan Zhang, Junyu Xuan:
A Behavior-Aware Approach for Deep Reinforcement Learning in Non-stationary Environments without Known Change Points. IJCAI 2024: 4634-4642 - [c17]Jaeyoon Kim, Junyu Xuan, Christy Jie Liang, Farookh Khadeer Hussain:
Decoupling Exploration and Exploitation for Unsupervised Pre-training with Successor Features. IJCNN 2024: 1-8 - [c16]Jianbin Shen, Christy Jie Liang, Junyu Xuan:
Improving the Factuality of Abstractive Text Summarization with Syntactic Structure-Aware Latent Semantic Space. IJCNN 2024: 1-8 - [i19]Wei Duan, Jie Lu, Yu Guang Wang, Junyu Xuan:
Layer-diverse Negative Sampling for Graph Neural Networks. CoRR abs/2403.11408 (2024) - [i18]Wei Duan, Jie Lu, Junyu Xuan:
Inferring Latent Temporal Sparse Coordination Graph for Multi-Agent Reinforcement Learning. CoRR abs/2403.19253 (2024) - [i17]Wei Duan, Jie Lu, Junyu Xuan:
Group-Aware Coordination Graph for Multi-Agent Reinforcement Learning. CoRR abs/2404.10976 (2024) - [i16]Jaeyoon Kim, Junyu Xuan, Christy Jie Liang, Farookh Khadeer Hussain:
Decoupling Exploration and Exploitation for Unsupervised Pre-training with Successor Features. CoRR abs/2405.02569 (2024) - [i15]Zihe Liu, Jie Lu, Guangquan Zhang, Junyu Xuan:
A Behavior-Aware Approach for Deep Reinforcement Learning in Non-stationary Environments without Known Change Points. CoRR abs/2405.14214 (2024) - [i14]Guanjin Wang, Junyu Xuan, Penghao Wang, Chengdao Li, Jie Lu:
LSTM Autoencoder-based Deep Neural Networks for Barley Genotype-to-Phenotype Prediction. CoRR abs/2407.16709 (2024) - [i13]Mengjing Wu, Junyu Xuan, Jie Lu:
Functional Stochastic Gradient MCMC for Bayesian Neural Networks. CoRR abs/2409.16632 (2024) - 2023
- [j35]Haotian Xu, Zheng Yan, Junyu Xuan, Guangquan Zhang, Jie Lu:
Improving proximal policy optimization with alpha divergence. Neurocomputing 534: 94-105 (2023) - [j34]Nan Xia, Hang Yu, Yin Wang, Junyu Xuan, Xiangfeng Luo:
DAFS: a domain aware few shot generative model for event detection. Mach. Learn. 112(3): 1011-1031 (2023) - [j33]Fujin Zhu, Jie Lu, Adi Lin, Junyu Xuan, Guangquan Zhang:
Direct Learning With Multi-Task Neural Networks for Treatment Effect Estimation. IEEE Trans. Knowl. Data Eng. 35(3): 2457-2470 (2023) - [j32]Anjin Liu, Jie Lu, Yiliao Song, Junyu Xuan, Guangquan Zhang:
Concept Drift Detection Delay Index. IEEE Trans. Knowl. Data Eng. 35(5): 4585-4597 (2023) - [c15]Kiyoshige Garcés, Junyu Xuan, Hua Zuo:
Transformed Successor Features for Transfer Reinforcement Learning. AI (2) 2023: 298-309 - [c14]Jianbin Shen, Junyu Xuan, Christy Jie Liang:
Mitigating Intrinsic Named Entity-Related Hallucinations of Abstractive Text Summarization. EMNLP (Findings) 2023: 15807-15824 - [c13]Jaeyoon Kim, Junyu Xuan, Christy Jie Liang, Farookh Khadeer Hussain:
An Autonomous Non-monolithic Agent with Multi-mode Exploration based on Options Framework. IJCNN 2023: 1-8 - [c12]Jianbin Shen, Junyu Xuan, Christy Jie Liang:
A Determinantal Point Process Based Novel Sampling Method of Abstractive Text Summarization. IJCNN 2023: 1-8 - [i12]Jaeyoon Kim, Junyu Xuan, Christy Jie Liang, Farookh Khadeer Hussain:
An Autonomous Non-monolithic Agent with Multi-mode Exploration based on Options Framework. CoRR abs/2305.01322 (2023) - 2022
- [c11]Wei Duan, Junyu Xuan, Maoying Qiao, Jie Lu:
Learning from the Dark: Boosting Graph Convolutional Neural Networks with Diverse Negative Samples. AAAI 2022: 6550-6558 - [i11]Wei Duan, Junyu Xuan, Maoying Qiao, Jie Lu:
Learning from the Dark: Boosting Graph Convolutional Neural Networks with Diverse Negative Samples. CoRR abs/2210.00728 (2022) - [i10]Wei Duan, Junyu Xuan, Maoying Qiao, Jie Lu:
Graph Convolutional Neural Networks with Diverse Negative Samples via Decomposed Determinant Point Processes. CoRR abs/2212.02055 (2022) - 2021
- [j31]Jinghua Zhao, Junyu Xuan:
Special issue on intelligent computing methodologies in machine learning for IoT applications. Neural Comput. Appl. 33(14): 8105-8106 (2021) - [j30]Qian Liu, Heyan Huang, Junyu Xuan, Guangquan Zhang, Yang Gao, Jie Lu:
A Fuzzy Word Similarity Measure for Selecting Top-$k$ Similar Words in Query Expansion. IEEE Trans. Fuzzy Syst. 29(8): 2132-2144 (2021) - [j29]Junyu Xuan, Jie Lu, Guangquan Zhang:
Bayesian Nonparametric Unsupervised Concept Drift Detection for Data Stream Mining. ACM Trans. Intell. Syst. Technol. 12(1): 5:1-5:22 (2021) - [j28]Zhen Fang, Jie Lu, Feng Liu, Junyu Xuan, Guangquan Zhang:
Open Set Domain Adaptation: Theoretical Bound and Algorithm. IEEE Trans. Neural Networks Learn. Syst. 32(10): 4309-4322 (2021) - [c10]Wei Duan, Junyu Xuan, Jie Lu:
Negative Samples-enhanced Graph Convolutional Neural Networks. ISKE 2021: 262-268 - [i9]Jaeyoon Kim, Junyu Xuan, Christy Jie Liang, Farookh Khadeer Hussain:
Hierarchical Reinforcement Learning with Optimal Level Synchronization based on a Deep Generative Model. CoRR abs/2107.08183 (2021) - [i8]Adi Lin, Jie Lu, Junyu Xuan, Fujin Zhu, Guangquan Zhang:
Deep Bayesian Estimation for Dynamic Treatment Regimes with a Long Follow-up Time. CoRR abs/2109.11929 (2021) - [i7]Junyu Xuan, Jie Lu, Guangquan Zhang:
Bayesian Transfer Learning: An Overview of Probabilistic Graphical Models for Transfer Learning. CoRR abs/2109.13233 (2021) - 2020
- [j27]Adi Lin, Jie Lu, Junyu Xuan, Fujin Zhu, Guangquan Zhang:
A Causal Dirichlet Mixture Model for Causal Inference from Observational Data. ACM Trans. Intell. Syst. Technol. 11(3): 33:1-33:29 (2020) - [j26]Junyu Xuan, Xiangfeng Luo, Jie Lu, Guangquan Zhang:
Web event evolution trend prediction based on its computational social context. World Wide Web 23(3): 1861-1886 (2020) - [c9]Zheng Ma, Junyu Xuan, Yu Guang Wang, Ming Li, Pietro Liò:
Path Integral Based Convolution and Pooling for Graph Neural Networks. NeurIPS 2020 - [i6]Zheng Ma, Junyu Xuan, Yu Guang Wang, Ming Li, Pietro Lió:
Path Integral Based Convolution and Pooling for Graph Neural Networks. CoRR abs/2006.16811 (2020)
2010 – 2019
- 2019
- [j25]Junyu Xuan, Jie Lu, Guangquan Zhang:
Cooperative hierarchical Dirichlet processes: Superposition vs. maximization. Artif. Intell. 271: 43-73 (2019) - [j24]Junyu Xuan, Jie Lu, Guangquan Zhang:
A Survey on Bayesian Nonparametric Learning. ACM Comput. Surv. 52(1): 13:1-13:36 (2019) - [c8]Adi Lin, Jie Lu, Junyu Xuan, Fujin Zhu, Guangquan Zhang:
One-Stage Deep Instrumental Variable Method for Causal Inference from Observational Data. ICDM 2019: 419-428 - [i5]Zhen Fang, Jie Lu, Feng Liu, Junyu Xuan, Guangquan Zhang:
Open Set Domain Adaptation: Theoretical Bound and Algorithm. CoRR abs/1907.08375 (2019) - 2018
- [j23]Junyu Xuan, Jie Lu, Zheng Yan, Guangquan Zhang:
Bayesian Deep Reinforcement Learning via Deep Kernel Learning. Int. J. Comput. Intell. Syst. 12(1): 164-171 (2018) - [j22]Jie Lu, Junyu Xuan, Guangquan Zhang, Xiangfeng Luo:
Structural property-aware multilayer network embedding for latent factor analysis. Pattern Recognit. 76: 228-241 (2018) - [j21]Junyu Xuan, Jie Lu, Guangquan Zhang, Richard Yi Da Xu, Xiangfeng Luo:
Doubly Nonparametric Sparse Nonnegative Matrix Factorization Based on Dependent Indian Buffet Processes. IEEE Trans. Neural Networks Learn. Syst. 29(5): 1835-1849 (2018) - [c7]Qian Liu, Heyan Huang, Guangquan Zhang, Yang Gao, Junyu Xuan, Jie Lu:
Semantic Structure-Based Word Embedding by Incorporating Concept Convergence and Word Divergence. AAAI 2018: 5261-5268 - 2017
- [j20]Dandan Jiang, Xiangfeng Luo, Junyu Xuan, Zheng Xu:
Sentiment Computing for the News Event Based on the Social Media Big Data. IEEE Access 5: 2373-2382 (2017) - [j19]Zheng Xu, Hui Zhang, Chuanping Hu, Yunhuai Liu, Junyu Xuan, Lin Mei:
Crowdsourcing-based timeline description of urban emergency events using social media. Int. J. Ad Hoc Ubiquitous Comput. 25(1/2): 41-51 (2017) - [j18]Junyu Xuan, Xiangfeng Luo, Jie Lu, Guangquan Zhang:
Explicitly and implicitly exploiting the hierarchical structure for mining website interests on news events. Inf. Sci. 420: 263-277 (2017) - [j17]Zheng Xu, Junyu Xuan, Yunhuai Liu, Kim-Kwang Raymond Choo, Lin Mei, Chuanping Hu:
Building spatial temporal relation graph of concepts pair using web repository. Inf. Syst. Frontiers 19(5): 1029-1038 (2017) - [j16]Weidong Liu, Xiangfeng Luo, Junyu Xuan, Dandan Jiang, Zheng Xu:
Association Link Network Based Semantic Coherence Measurement for Short Texts of Web Events. J. Web Eng. 16(1&2): 39-62 (2017) - [j15]Wen Ma, Xiangfeng Luo, Junyu Xuan, Ruirong Xue:
Discover Semantic Topics in Patents within a Specific Domain. J. Web Eng. 16(7&8): 653-675 (2017) - [j14]Junyu Xuan, Jie Lu, Guangquan Zhang, Richard Yi Da Xu, Xiangfeng Luo:
A Bayesian nonparametric model for multi-label learning. Mach. Learn. 106(11): 1787-1815 (2017) - [j13]Zheng Xu, Yunhuai Liu, Junyu Xuan, Haiyan Chen, Lin Mei:
Crowdsourcing based social media data analysis of urban emergency events. Multim. Tools Appl. 76(9): 11567-11584 (2017) - [j12]Junyu Xuan, Jie Lu, Guangquan Zhang, Richard Yi Da Xu, Xiangfeng Luo:
Bayesian Nonparametric Relational Topic Model through Dependent Gamma Processes. IEEE Trans. Knowl. Data Eng. 29(7): 1357-1369 (2017) - [i4]Junyu Xuan, Jie Lu, Guangquan Zhang, Richard Yi Da Xu:
Cooperative Hierarchical Dirichlet Processes: Superposition vs. Maximization. CoRR abs/1707.05420 (2017) - 2016
- [b1]Junyu Xuan:
Bayesian nonparametric learning for complicated text mining. University of Technology Sydney, Australia, 2016 - [j11]Zheng Xu, Hui Zhang, Chuanping Hu, Lin Mei, Junyu Xuan, Kim-Kwang Raymond Choo, Vijayan Sugumaran, Yiwei Zhu:
Building knowledge base of urban emergency events based on crowdsourcing of social media. Concurr. Comput. Pract. Exp. 28(15): 4038-4052 (2016) - [j10]Weidong Liu, Xiangfeng Luo, Zhiguo Gong, Junyu Xuan, Ngai Meng Kou, Zheng Xu:
Discovering the core semantics of event from social media. Future Gener. Comput. Syst. 64: 175-185 (2016) - [j9]Weidong Liu, Xiangfeng Luo, Junyu Xuan, Zheng Xu, Dandan Jiang:
Cognitive memory-inspired sentence ordering model. Knowl. Based Syst. 104: 1-13 (2016) - [j8]Xiangfeng Luo, Junyu Xuan, Jie Lu, Guangquan Zhang:
Measuring the Semantic Uncertainty of News Events for Evolution Potential Estimation. ACM Trans. Inf. Syst. 34(4): 24:1-24:25 (2016) - [j7]Junyu Xuan, Xiangfeng Luo, Guangquan Zhang, Jie Lu, Zheng Xu:
Uncertainty Analysis for the Keyword System of Web Events. IEEE Trans. Syst. Man Cybern. Syst. 46(6): 829-842 (2016) - 2015
- [j6]Yang Liu, Xiangfeng Luo, Junyu Xuan:
Online hot event discovery based on Association Link Network. Concurr. Comput. Pract. Exp. 27(15): 4001-4014 (2015) - [j5]Qichen Ma, Xiangfeng Luo, Junyu Xuan, Huimin Liu:
Bayesian Based Type Discrimination of Web Events. J. Web Eng. 14(5&6): 525-544 (2015) - [j4]Junyu Xuan, Jie Lu, Guangquan Zhang, Xiangfeng Luo:
Topic Model for Graph Mining. IEEE Trans. Cybern. 45(12): 2792-2803 (2015) - [c6]Junyu Xuan, Jie Lu, Guangquan Zhang, Richard Yi Da Xu, Xiangfeng Luo:
Infinite Author Topic Model Based on Mixed Gamma-Negative Binomial Process. ICDM 2015: 489-498 - [c5]Zheng Xu, Junyu Xuan:
Temporal Learning of Semantic Relations between Concepts Using Web Repository. SKG 2015: 239-243 - [i3]Junyu Xuan, Jie Lu, Guangquan Zhang, Richard Yi Da Xu, Xiangfeng Luo:
Infinite Author Topic Model based on Mixed Gamma-Negative Binomial Process. CoRR abs/1503.08535 (2015) - [i2]Junyu Xuan, Jie Lu, Guangquan Zhang, Richard Yi Da Xu, Xiangfeng Luo:
Nonparametric Relational Topic Models through Dependent Gamma Processes. CoRR abs/1503.08542 (2015) - [i1]Junyu Xuan, Jie Lu, Xiangfeng Luo, Guangquan Zhang:
Nonnegative Multi-level Network Factorization for Latent Factor Analysis. CoRR abs/1504.00416 (2015) - 2014
- [j3]Xiangfeng Luo, Huimin Liu, Junyu Xuan:
Website Interaction Network. J. Organ. Comput. Electron. Commer. 24(2-3): 215-235 (2014) - [j2]Xiangfeng Luo, Junyu Xuan, Huimin Liu:
Web Event State Prediction Model: Combining Prior Knowledge with Real Time Data. J. Web Eng. 13(5&6): 483-506 (2014) - [j1]Shunxiang Zhang, Xiangfeng Luo, Junyu Xuan, Xue Chen, Weimin Xu:
Discovering small-world in association link networks for association learning. World Wide Web 17(2): 229-254 (2014) - [c4]Jinbiao Jing, Xiangfeng Luo, Junyu Xuan, Weidong Liu:
Cognition-Based Semantic Annotation for Web Images. BDCloud 2014: 540-546 - [c3]Junyu Xuan, Jie Lu, Guangquan Zhang, Xiangfeng Luo:
Extension of similarity measures in VSM: From orthogonal coordinate system to affine coordinate system. IJCNN 2014: 4084-4091 - 2013
- [c2]Junyu Xuan, Xiangfeng Luo, Jie Lu:
Mining Websites Preferences on Web Events in Big Data Environment. CSE 2013: 1043-1050 - 2011
- [c1]Junyu Xuan, Xiangfeng Luo, Shunxiang Zhang, Zheng Xu, Huimin Liu, Feiyue Ye:
Building Hierarchical Keyword Level Association Link Networks for Web Events Semantic Analysis. DASC 2011: 987-994
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-21 20:29 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
