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2023

Edited Outputs

Database Systems for Advanced Applications : 28th International Conference, DASFAA 2023, Tianjin, China, April 17–20, 2023, Proceedings, Part III

Wang, Xin, Sapino, Maria Luisa, Han, Wook-Shin, El Abbadi, Amr, Dobbie, Gill, Feng, Zhiyong, Shao, Yingxiao and Yin, Hongzhi eds. (2023). Database Systems for Advanced Applications : 28th International Conference, DASFAA 2023, Tianjin, China, April 17–20, 2023, Proceedings, Part III. 28th International Conference, DASFAA 2023, Tianjin, China, 17–20 April 2023. Cham, Switzerland: Springer.

Database Systems for Advanced Applications : 28th International Conference, DASFAA 2023, Tianjin, China, April 17–20, 2023, Proceedings, Part III

2023

Journal Article

Cost-effective synchrophasor data source authentication based on multiscale adaptive coupling correlation detrended analysis

Bai, Feifei, Cui, Yi, Yan, Ruifeng, Yin, Hongzhi, Chen, Tong, Dart, David and Yaghoobi, Jalil (2023). Cost-effective synchrophasor data source authentication based on multiscale adaptive coupling correlation detrended analysis. International Journal of Electrical Power and Energy Systems, 144 108606, 108606. doi: 10.1016/j.ijepes.2022.108606

Cost-effective synchrophasor data source authentication based on multiscale adaptive coupling correlation detrended analysis

2023

Journal Article

Special Issue of DASFAA 2023

Wang, Xin, Sapino, Maria Luisa, Han, Wook-Shin, Shao, Yingxiao and Yin, Hongzhi (2023). Special Issue of DASFAA 2023. Data Science and Engineering, 8 (3), 1-2. doi: 10.1007/s41019-023-00231-w

Special Issue of DASFAA 2023

2023

Book

Database Systems for Advanced Applications. DASFAA 2023 International Workshops : BDMS 2023, BDQM 2023, GDMA 2023, BundleRS 2023, Tianjin, China, April 17-20, 2023, Proceedings

Amr El Abbadi, Gillian Dobbie, Zhiyong Feng, Lu Chen, Xiaohui Tao, Yingxia Shao and Hongzhi Yin eds. (2023). Database Systems for Advanced Applications. DASFAA 2023 International Workshops : BDMS 2023, BDQM 2023, GDMA 2023, BundleRS 2023, Tianjin, China, April 17-20, 2023, Proceedings. Lecture Notes in Computer Science, Cham, Switzerland: Springer Nature Switzerland. doi: 10.1007/978-3-031-35415-1

Database Systems for Advanced Applications. DASFAA 2023 International Workshops : BDMS 2023, BDQM 2023, GDMA 2023, BundleRS 2023, Tianjin, China, April 17-20, 2023, Proceedings

2023

Edited Outputs

Database systems for advanced applications:  28th International Conference, DASFAA 2023, Tianjin, China, April 17–20, 2023, Proceedings, Part III

Xin Wang, Maria Luisa Sapino, Wook-Shin Han, Amr El Abbadi, Gill Dobbie, Zhiyong Feng, Yingxiao Shao and Hongzhi Yin eds. (2023). Database systems for advanced applications:  28th International Conference, DASFAA 2023, Tianjin, China, April 17–20, 2023, Proceedings, Part III. 28th International Conference on Database Systems for Advanced Applications (DASFAA 2023), Tianjin, China, 17-20 April 2023. Heidelberg, Germany: Springer . doi: 10.1007/978-3-031-30675-4

Database systems for advanced applications:  28th International Conference, DASFAA 2023, Tianjin, China, April 17–20, 2023, Proceedings, Part III

2023

Journal Article

Multi-hop knowledge graph reasoning in few-shot scenarios

Zheng, Shangfei, Chen, Wei, Wang, Weiqing, Zhao, Pengpeng, Yin, Hongzhi and Zhao, Lei (2023). Multi-hop knowledge graph reasoning in few-shot scenarios. IEEE Transactions on Knowledge and Data Engineering, 36 (4), 1713-1727. doi: 10.1109/tkde.2023.3304665

Multi-hop knowledge graph reasoning in few-shot scenarios

2023

Journal Article

TinyAD: memory-efficient anomaly detection for time series data in industrial IoT

Sun, Yuting, Chen, Tong, Nguyen, Quoc Viet Hung and Yin, Hongzhi (2023). TinyAD: memory-efficient anomaly detection for time series data in industrial IoT. IEEE Transactions on Industrial Informatics, 20 (1), 824-834. doi: 10.1109/tii.2023.3254668

TinyAD: memory-efficient anomaly detection for time series data in industrial IoT

2022

Journal Article

Self-supervised graph learning for occasional group recommendation

Hao, Bowen, Yin, Hongzhi, Li, Cuiping and Chen, Hong (2022). Self-supervised graph learning for occasional group recommendation. International Journal of Intelligent Systems, 37 (12), 10880-10902. doi: 10.1002/int.23011

Self-supervised graph learning for occasional group recommendation

2022

Conference Publication

Locality aware temporal FMs for crime prediction

Mansha, Sameen, Rehman, Abdur, Abdullah, Shaaf, Kamiran, Faisal and Yin, Hongzhi (2022). Locality aware temporal FMs for crime prediction. 31st ACM International Conference on Information and Knowledge Management, Atlanta, GA, United States, 17-21 October 2022. New York, NY, United States: ACM. doi: 10.1145/3511808.3557657

Locality aware temporal FMs for crime prediction

2022

Journal Article

Model-agnostic and diverse explanations for streaming rumour graphs

Nguyen, Thanh Tam, Phan, Thanh Cong, Nguyen, Minh Hieu, Weidlich, Matthias, Yin, Hongzhi, Jo, Jun and Nguyen, Quoc Viet Hung (2022). Model-agnostic and diverse explanations for streaming rumour graphs. Knowledge-Based Systems, 253 109438, 1-15. doi: 10.1016/j.knosys.2022.109438

Model-agnostic and diverse explanations for streaming rumour graphs

2022

Journal Article

Multiscale adaptive multifractal detrended fluctuation analysis-based source identification of synchrophasor data

Cui, Yi, Bai, Feifei, Yin, Hongzhi, Chen, Tong, Dart, David, Zillmann, Matthew and Ko, Ryan K. L. (2022). Multiscale adaptive multifractal detrended fluctuation analysis-based source identification of synchrophasor data. IEEE Transactions on Smart Grid, 13 (6), 1-4. doi: 10.1109/tsg.2022.3207066

Multiscale adaptive multifractal detrended fluctuation analysis-based source identification of synchrophasor data

2022

Conference Publication

CIRCLE: continual repair across programming languages

Yuan, Wei, Zhang, Quanjun, He, Tieke, Fang, Chunrong, Hung, Nguyen Quoc Viet, Hao, Xiaodong and Yin, Hongzhi (2022). CIRCLE: continual repair across programming languages. ISSTA '22: 31st ACM SIGSOFT International Symposium on Software Testing and Analysis, Online, 18 - 22 July 2022. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3533767.3534219

CIRCLE: continual repair across programming languages

2022

Conference Publication

Thinking inside The Box : Learning Hypercube Representations for Group Recommendation

Chen, Tong, Yin, Hongzhi, Long, Jing, Nguyen, Quoc Viet Hung, Wang, Yang and Wang, Meng (2022). Thinking inside The Box : Learning Hypercube Representations for Group Recommendation. SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, 11 - 15 July 2022. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3477495.3532066

Thinking inside The Box : Learning Hypercube Representations for Group Recommendation

2022

Conference Publication

Are Graph Augmentations Necessary? : Simple Graph Contrastive Learning for Recommendation

Yu, Junliang, Yin, Hongzhi, Xia, Xin, Chen, Tong, Cui, Lizhen and Nguyen, Quoc Viet Hung (2022). Are Graph Augmentations Necessary? : Simple Graph Contrastive Learning for Recommendation. SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, 11 - 15 July 2022. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3477495.3531937

Are Graph Augmentations Necessary? : Simple Graph Contrastive Learning for Recommendation

2022

Conference Publication

Single-shot Embedding Dimension Search in Recommender System

Qu, Liang, Ye, Yonghong, Tang, Ningzhi, Zhang, Lixin, Shi, Yuhui and Yin, Hongzhi (2022). Single-shot Embedding Dimension Search in Recommender System. SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, 11 - 15 July 2022. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3477495.3532060

Single-shot Embedding Dimension Search in Recommender System

2022

Conference Publication

On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation

Xia, Xin, Yin, Hongzhi, Yu, Junliang, Wang, Qinyong, Xu, Guandong and Nguyen, Quoc Viet Hung (2022). On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation. SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, 11 - 15 July 2022. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3477495.3531775

On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation

2022

Journal Article

Detecting rumours with latency guarantees using massive streaming data

Nguyen, Thanh Tam, Huynh, Thanh Trung, Yin, Hongzhi, Weidlich, Matthias, Nguyen, Thanh Thi, Mai, Thai Son and Nguyen, Quoc Viet Hung (2022). Detecting rumours with latency guarantees using massive streaming data. VLDB Journal, 32 (2), 1-19. doi: 10.1007/s00778-022-00750-4

Detecting rumours with latency guarantees using massive streaming data

2022

Conference Publication

Network Alignment with Holistic Embeddings (Extended Abstract)

Huynh, Thanh Trung, Duong, Thang Chi, Nguyen, Thanh Tam, Tong, Van Vinh, Sattar, Abdul, Yin, Hongzhi and Nguyen, Quoc Viet Hung (2022). Network Alignment with Holistic Embeddings (Extended Abstract). 2022 IEEE 38th International Conference on Data Engineering (ICDE), Kuala Lumpur, Malaysia, 9-12 May 2022. Piscataway, NJ United States: IEEE. doi: 10.1109/icde53745.2022.00131

Network Alignment with Holistic Embeddings (Extended Abstract)

2022

Conference Publication

Uniting heterogeneity, inductiveness, and efficiency for graph representation learning (Extended Abstract)

Chen, Tong, Yin, Hongzhi, Ren, Jie, Huang, Zi, Zhang, Xiangliang and Wang, Hao (2022). Uniting heterogeneity, inductiveness, and efficiency for graph representation learning (Extended Abstract). 2022 IEEE 38th International Conference on Data Engineering (ICDE), Kuala Lumpur, Malaysia, 9-12 May 2022. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers . doi: 10.1109/icde53745.2022.00143

Uniting heterogeneity, inductiveness, and efficiency for graph representation learning (Extended Abstract)

2022

Conference Publication

exRumourLens: Auditable Rumour Detection with Multi-View Explanations

Phan, Thanh Cong, Nguyen, Thanh Tam, Weidlich, Matthias, Yin, Hongzhi, Jo, Jun and Nguyen, Quoc Viet Hung (2022). exRumourLens: Auditable Rumour Detection with Multi-View Explanations. 2022 IEEE 38th International Conference on Data Engineering (ICDE), Kuala Lumpur, Malaysia, 9-12 May 2022. Piscataway, NJ United States: IEEE. doi: 10.1109/icde53745.2022.00291

exRumourLens: Auditable Rumour Detection with Multi-View Explanations