Aijun An

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 88

Top Venues

Publications

Shima Khoshraftar, Aijun An
A Survey on Graph Representation Learning Methods. ACM Trans. Intell. Syst. Technol. 15 (1) (2024)
Wei Yuan, Zongyang Ma, Aijun An, Jimmy Xiangji Huang
Topic-aware response selection for dialog systems. Nat. Lang. Process. J. 8 (2024)
Nastaran Babanejad, Heidar Davoudi, Ameeta Agrawal, Aijun An, Manos Papagelis
The Role of Preprocessing for Word Representation Learning in Affective Tasks. IEEE Trans. Affect. Comput. 15 (1) (2024)
Amran Bhuiyan, Jimmy Xiangji Huang, Aijun An
IGMG: Instance-guided multi-granularity for domain generalizable person re-identification. Comput. Vis. Image Underst. 240 (2024)
Amin Omidvar, Aijun An
Learning to Generate Popular Headlines. IEEE Access 11 (2023)
Alireza Naeiji, Aijun An, Heidar Davoudi, Marjan Delpisheh, Muath Alzghool
Question Generation Using Sequence-to-Sequence Model with Semantic Role Labels. EACL (2023)
Hajer Ayadi, Jimmy X. Huang, Aijun An, Yiming Shao, Hao Zhou, Hossein Pourmodheji
TAMG: Topology-Aware Multi-GPU Allocation via Deep Reinforcement Learning. CASCON (2023)
Winston Chan, Aijun An, Heidar Davoudi
A Case Study on ChatGPT Question Generation. BigData (2023)
Ghazaleh Babanejaddehaki, Aijun An, Heidar Davoudi
A Hybrid Outbreak Detection using Ontology-based Data Collection from Social Media. BIBM (2023)
Jingfeng Pan, Yunfei Peng, Kaiyu Li, Aijun An, Xiaohui Yu, Dariusz Jania
Optimizing Data Migration Using Online Clustering. CASCON (2023)
Amin Omidvar, Aijun An
Empowering Conversational Agents using Semantic In-Context Learning. BEA@ACL (2023)
Wei Yuan, Martin Dimkovski, Aijun An
Contrastive Fine-tuning on Few Shot Intent Detection with Topological Intent Tree. WWW (Companion Volume) (2023)
Shima Khoshraftar, Aijun An
A Survey on Graph Representation Learning Methods. CoRR (2022)
Reza Soltani, Uyen Trang Nguyen, Aijun An
Data Capsule: A Self-Contained Data Model as an Access Policy Enforcement Strategy. CoRR (2022)
Shima Khoshraftar, Aijun An, Nastaran Babanejad
Temporal Graph Representation Learning via Maximal Cliques. Big Data (2022)
Shima Khoshraftar, Sedigheh Mahdavi, Aijun An
Centrality-based Interpretability Measures for Graph Embeddings. DSAA (2021)
Heidar Davoudi, Zana Rashidi, Aijun An, Morteza Zihayat, Gordon Edall
Paywall Policy Learning in Digital News Media. IEEE Trans. Knowl. Data Eng. 33 (10) (2021)
Reza Soltani, Uyen Trang Nguyen, Aijun An
Data Capsule: A Self-Contained Data Model as an Access Policy Enforcement Strategy. BRAINS (2021)
Md. Tahmid Rahman Laskar, Jimmy Xiangji Huang, Vladan Smetana, Chris Stewart, Kees Pouw, Aijun An, Stephen Chan, Lei Liu
Extending Isolation Forest for Anomaly Detection in Big Data via K-Means. ACM Trans. Cyber Phys. Syst. 5 (4) (2021)
Reza Soltani, Uyen Trang Nguyen, Aijun An
A Survey of Self-Sovereign Identity Ecosystem. CoRR (2021)
Md. Tahmid Rahman Laskar, Jimmy Huang, Vladan Smetana, Chris Stewart, Kees Pouw, Aijun An, Stephen Chan, Lei Liu
Extending Isolation Forest for Anomaly Detection in Big Data via K-Means. CoRR (2021)
Reza Soltani, Uyen Trang Nguyen, Aijun An
A Survey of Self-Sovereign Identity Ecosystem. Secur. Commun. Networks 2021 (2021)
Xing Zhao, Manos Papagelis, Aijun An, Bao Xin Chen, Junfeng Liu, Yonggang Hu
ZipLine: An Optimized Algorithm for the Elastic Bulk Synchronous Parallel Model. DSAA (2021)
Xingye Fan, Zana Rashidi, Bon Ryu, Hossein Pourmodheji, Aijun An, Junfeng Liu, Yonggang Hu
GPU resource scheduling using CNN-based deep reinforcement learning. CASCON (2021)
Xing Zhao, Manos Papagelis, Aijun An, Bao Xin Chen, Junfeng Liu, Yonggang Hu
ZipLine: an optimized algorithm for the elastic bulk synchronous parallel model. Mach. Learn. 110 (10) (2021)
Mufleh Al-Shatnawi, Amir Asif, Vida Movahedi, Aijun An, Yonggang Hu, Junfeng Liu
Multiple pedestrian tracking based on modified mask R-CNN and enhanced particle filter using an adaptive information driven motion model. CASCON (2020)
Amin Omidvar, Hossein Pourmodheji, Aijun An, Gordon Edall
Learning to Determine the Quality of News Headlines. ICAART (1) (2020)
Reza Soltani, Uyen Trang Nguyen, Aijun An
Decentralized and Privacy-Preserving Key Management Model. ISNCC (2020)
Nastaran Babanejad, Heidar Davoudi, Aijun An, Manos Papagelis
Affective and Contextual Embedding for Sarcasm Detection. COLING (2020)
Zana Rashidi, Kasra Ahmadi K. A., Aijun An, Xiaogang Wang
Adaptive Momentum Coefficient for Neural Network Optimization. ECML/PKDD (2) (2020)
Sedigheh Mahdavi, Aijun An, Heidar Davoudi, Marjan Delpisheh, Emad Gohari
Question-Worthy Sentence Selection for Question Generation. Canadian Conference on AI (2020)
Bon Ryu, Aijun An, Zana Rashidi, Junfeng Liu, Yonggang Hu
Towards topology aware pre-emptive job scheduling with deep reinforcement learning. CASCON (2020)
Xing Zhao, Manos Papagelis, Aijun An, Bao Xin Chen, Junfeng Liu, Yonggang Hu
Elastic Bulk Synchronous Parallel Model for Distributed Deep Learning. CoRR (2020)
Nastaran Babanejad, Ameeta Agrawal, Aijun An, Manos Papagelis
A Comprehensive Analysis of Preprocessing for Word Representation Learning in Affective Tasks. ACL (2020)
Ameeta Agrawal, Aijun An, Manos Papagelis
Leveraging Transitions of Emotions for Sarcasm Detection. SIGIR (2020)
Tino Kreutzer, Patrick Vinck, Phuong N. Pham, Aijun An, Lora Appel, Eric DeLuca, Grace Tang, Muath Alzghool, Kusum Hachhethu, Bobi Morris, Sandie L. Walton-Ellery, John Crowley, James Orbinski
Improving humanitarian needs assessments through natural language processing. IBM J. Res. Dev. 64 (1/2) (2020)
Sedigheh Mahdavi, Shima Khoshraftar, Aijun An
Dynamic Joint Variational Graph Autoencoders. PKDD/ECML Workshops (1) (2019)
Amin Omidvar, Hossein Pourmodheji, Aijun An, Gordon Edall
Learning to Determine the Quality of News Headlines. CoRR (2019)
Xing Zhao, Manos Papagelis, Aijun An, Bao Xin Chen, Junfeng Liu, Yonggang Hu
Elastic Bulk Synchronous Parallel Model for Distributed Deep Learning. ICDM (2019)
Xing Zhao, Aijun An, Junfeng Liu, Bao Xin Chen
Dynamic Stale Synchronous Parallel Distributed Training for Deep Learning. CoRR (2019)
Sedigheh Mahdavi, Shima Khoshraftar, Aijun An
Dynamic Joint Variational Graph Autoencoders. CoRR (2019)
Morteza Zihayat, Anteneh Ayanso, Xing Zhao, Heidar Davoudi, Aijun An
A utility-based news recommendation system. Decis. Support Syst. 117 (2019)
Nastaran Babanejad, Ameeta Agrawal, Heidar Davoudi, Aijun An, Manos Papagelis
Leveraging Emotion Features in News Recommendations. INRA@RecSys (2019)
Shima Khoshraftar, Sedigheh Mahdavi, Aijun An, Yonggang Hu, Junfeng Liu
Dynamic Graph Embedding via LSTM History Tracking. DSAA (2019)
Xing Zhao, Aijun An, Junfeng Liu, Bao Xin Chen
Dynamic Stale Synchronous Parallel Distributed Training for Deep Learning. ICDCS (2019)
Shima Khoshraftar, Sedigheh Mahdavi, Aijun An, Yonggang Hu, Junfeng Liu
Dynamic Graph Embedding via LSTM History Tracking. CoRR (2019)
Heidar Davoudi, Aijun An, Gordon Edall
Content-based Dwell Time Engagement Prediction Model for News Articles. NAACL-HLT (2) (2019)
Reza Soltani, Uyen Trang Nguyen, Aijun An
Practical Key Recovery Model for Self-Sovereign Identity Based Digital Wallets. DASC/PiCom/DataCom/CyberSciTech (2019)
Ameeta Agrawal, Aijun An
Affective Representations for Sarcasm Detection. SIGIR (2018)
Sedigheh Mahdavi, Shima Khoshraftar, Aijun An
dynnode2vec: Scalable Dynamic Network Embedding. IEEE BigData (2018)
Ameeta Agrawal, Aijun An, Manos Papagelis
Learning Emotion-enriched Word Representations. COLING (2018)
Jennifer McArthur, Nima Shahbazi, Ricky Fok, Christopher Raghubar, Brandon Bortoluzzi, Aijun An
Machine learning and BIM visualization for maintenance issue classification and enhanced data collection. Adv. Eng. Informatics 38 (2018)
Reza Soltani, Uyen Trang Nguyen, Aijun An
A New Approach to Client Onboarding Using Self-Sovereign Identity and Distributed Ledger. iThings/GreenCom/CPSCom/SmartData (2018)
Amin Omidvar, Hui Jiang, Aijun An
Using Neural Network for Identifying Clickbaits in Online News Media. SIMBig (2018)
Amin Omidvar, Hui Jiang, Aijun An
Using Neural Network for Identifying Clickbaits in Online News Media. CoRR (2018)
Mufleh Al-Shatnawi, Vida Movahedi, Amir Asif, Aijun An
Improving Real-Time Pedestrian Detection Using Adaptive Confidence Thresholding and Inter-Frame Correlation. MMSP (2018)
Ricky Fok, Aijun An, Zana Rashidi, Xiaogang Wang
Decoupling the Layers in Residual Networks. ICLR (Poster) (2018)
Morteza Zihayat, Aijun An, Lukasz Golab, Mehdi Kargar, Jaroslaw Szlichta
Effective Team Formation in Expert Networks. AMW (2018)
Heidar Davoudi, Aijun An, Morteza Zihayat, Gordon Edall
Adaptive Paywall Mechanism for Digital News Media. KDD (2018)
Sedigheh Mahdavi, Shima Khoshraftar, Aijun An
dynnode2vec: Scalable Dynamic Network Embedding. CoRR (2018)
Mehdi Kargar, Aijun An, Parke Godfrey, Jaroslaw Szlichta, Xiaohui Yu
Meaningful Keyword Search over Databases with Complex Schema. AMW (2017)
Yan Chen, Margot Lisa-Jing Yann, Heidar Davoudi, Joy Choi, Aijun An, Zhen Mei
Contrast Pattern Based Collaborative Behavior Recommendation for Life Improvement. PAKDD (2) (2017)
Ricky Fok, Aijun An, Xiaogang Wang
Spontaneous Symmetry Breaking in Neural Networks. CoRR (2017)
Morteza Zihayat, Heidar Davoudi, Aijun An
Mining significant high utility gene regulation sequential patterns. BMC Syst. Biol. 11 (6) (2017)
Morteza Zihayat, Aijun An, Lukasz Golab, Mehdi Kargar, Jaroslaw Szlichta
Authority-based Team Discovery in Social Networks. EDBT (2017)
Morteza Zihayat, Cheng-Wei Wu, Aijun An, Vincent S. Tseng, Chien Lin
Efficiently mining high utility sequential patterns in static and streaming data. Intell. Data Anal. 21 (S1) (2017)
Heidar Davoudi, Morteza Zihayat, Aijun An
Time-Aware Subscription Prediction Model for User Acquisition in Digital News Media. SDM (2017)
Ricky Fok, Aijun An, Xiaogong Wang
Geodesic and contour optimization using conformal mapping. J. Glob. Optim. 69 (1) (2017)
Ricky Fok, Aijun An, Xiaogang Wang
Optimization assisted MCMC. CoRR (2017)
Morteza Zihayat, Yan Chen, Aijun An
Memory-adaptive high utility sequential pattern mining over data streams. Mach. Learn. 106 (6) (2017)
Margot Lisa-Jing Yann, Yves Lespérance, Aijun An
Rewards Structure in Games: Learning a Compact Representation for Action Space. AAAI Workshops (2017)
Ricky Fok, Aijun An, Xiaogang Wang
Mining Evolving Data Streams with Particle Filters. Comput. Intell. 33 (2) (2017)
Yan Chen, Aijun An
Approximate Parallel High Utility Itemset Mining. Big Data Res. 6 (2016)
Ameeta Agrawal, Aijun An
Selective Co-occurrences for Word-Emotion Association. COLING (2016)
Ameeta Agrawal, Raghavender Sahdev, Heidar Davoudi, Forouq Khonsari, Aijun An, Susan McGrath
Detecting the Magnitude of Events from News Articles. WI (2016)
Adetokunbo Makanju, Zahra Farzanyar, Aijun An, Nick Cercone, Zane Zhenhua Hu, Yonggang Hu
Deep parallelization of parallel FP-growth using parent-child MapReduce. IEEE BigData (2016)
Morteza Zihayat, Zane Zhenhua Hu, Aijun An, Yonggang Hu
Distributed and parallel high utility sequential pattern mining. IEEE BigData (2016)
Reza Soltani, Uyen Trang Nguyen, Yang Yang, Mohammad Reza Faghani, Alaa Yagoub, Aijun An
A new algorithm for money laundering detection based on structural similarity. UEMCON (2016)
Nima Shahbazi, Rohollah Soltani, Jarek Gryz, Aijun An
Building FP-Tree on the Fly: Single-Pass Frequent Itemset Mining. MLDM (2016)
Xing Tan, Jimmy Xiangji Huang, Aijun An
Ranking Documents Through Stochastic Sampling on Bayesian Network-based Models: A Pilot Study. SIGIR (2016)
Morteza Zihayat, Aijun An, Lukasz Golab, Mehdi Kargar, Jaroslaw Szlichta
Authority-based Team Discovery in Social Networks. CoRR (2016)
Morteza Zihayat, Heidar Davoudi, Aijun An
Top-k utility-based gene regulation sequential pattern discovery. BIBM (2016)
Martin Dimkovski, Aijun An
Computational Role of Astrocytes in Bayesian Inference and Probability Distribution Encoding. BIH (2016)
Morteza Zihayat, Cheng-Wei Wu, Aijun An, Vincent S. Tseng
Mining High Utility Sequential Patterns from Evolving Data Streams. ASE BD&SI (2015)
Martin Dimkovski, Aijun An
A Bayesian model for canonical circuits in the neocortex for parallelized and incremental learning of symbol representations. Neurocomputing 149 (2015)
Mehdi Kargar, Aijun An
-cliques for keyword search from graphs in polynomial delay. Knowl. Inf. Syst. 43 (2) (2015)
Mehdi Kargar, Aijun An, Nick Cercone, Parke Godfrey, Jaroslaw Szlichta, Xiaohui Yu
Meaningful keyword search in relational databases with large and complex schema. ICDE (2015)
Heidar Davoudi, Aijun An
Ontology-Based Topic Labeling and Quality Prediction. ISMIS (2015)
Elnaz Delpisheh, Aijun An
Topic Modeling Using Collapsed Typed Dependency Relations. PAKDD (2) (2014)
Mehdi Kargar, Aijun An, Nick Cercone, Parke Godfrey, Jaroslaw Szlichta, Xiaohui Yu
MeanKS: meaningful keyword search in relational databases with complex schema. SIGMOD Conference (2014)
Morteza Zihayat, Mehdi Kargar, Aijun An
Two-Phase Pareto Set Discovery for Team Formation in Social Networks. WI-IAT (1) (2014)
Morteza Zihayat, Aijun An
Mining top-k high utility patterns over data streams. Inf. Sci. 285 (2014)
Ameeta Agrawal, Aijun An
Kea: Sentiment Analysis of Phrases Within Short Texts. SemEval@COLING (2014)
Mehdi Kargar, Aijun An, Xiaohui Yu
Efficient Duplication Free and Minimal Keyword Search in Graphs. IEEE Trans. Knowl. Data Eng. 26 (7) (2014)
Yang Liu, Xiaohui Yu, Aijun An, Xiangji Huang
Riding the tide of sentiment change: sentiment analysis with evolving online reviews. World Wide Web 16 (4) (2013)
Ameeta Agrawal, Aijun An
Kea: Expression-level Sentiment Analysis from Twitter Data. SemEval@NAACL-HLT (2013)
Aijun An, Mehdi Kargar, Morteza Zihayat
Finding Affordable and Collaborative Teams from a Network of Experts. SDM (2013)
Dusan Stevanovic, Natalija Vlajic, Aijun An
Detection of malicious and non-malicious website visitors using unsupervised neural network learning. Appl. Soft Comput. 13 (1) (2013)
Mehdi Kargar, Aijun An, Nick Cercone, Kayvan Tirdad, Morteza Zihayat
Signal detection in genome sequences using complexity based features. BIOKDD (2013)
Xiaohui Yu, Yang Liu, Xiangji Huang, Aijun An
Mining Online Reviews for Predicting Sales Performance: A Case Study in the Movie Domain. IEEE Trans. Knowl. Data Eng. 24 (4) (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Aijun An