Publications - Author: Karl Aberer

2024
[18]	Fast-FedUL: A Training-Free Federated Unlearning with Provable Skew Resilience (Thanh Trung Huynh, Trong Bang Nguyen, Phi Le Nguyen, Thanh Tam Nguyen, Matthias Weidlich, Quoc Viet Hung Nguyen, and Karl Aberer), In Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2024, Vilnius, Lithuania, September 9-13, 2024, Proceedings, Part V (Albert Bifet, Jesse Davis, Tomas Krilavicius, Meelis Kull, Eirini Ntoutsi, Indre Zliobaite, eds.), Springer, volume 14945, 2024. [bibtex] [pdf] [doi]
2023
[17]	Efficient and Effective Multi-Modal Queries through Heterogeneous Network Embedding (Extended Abstract) (Thanh Tam Nguyen, Chi Thang Duong, Hongzhi Yin, Matthias Weidlich, Son Thai Mai, Karl Aberer, and Quoc Viet Hung Nguyen), In 39th IEEE International Conference on Data Engineering, ICDE 2023, Anaheim, CA, USA, April 3-7, 2023, IEEE, 2023. [bibtex] [pdf] [doi]
[16]	Efficient Integration of Multi-Order Dynamics and Internal Dynamics in Stock Movement Prediction (Thanh Trung Huynh, Minh Hieu Nguyen, Thanh Tam Nguyen, Phi Le Nguyen, Matthias Weidlich, Quoc Viet Hung Nguyen, and Karl Aberer), In Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023 (Tat-Seng Chua, Hady W. Lauw, Luo Si, Evimaria Terzi, Panayiotis Tsaparas, eds.), ACM, 2023. [bibtex] [pdf] [doi]
[15]	Scalable maximal subgraph mining with backbone-preserving graph convolutions (Thanh Toan Nguyen, Thanh Trung Huynh, Matthias Weidlich, Quan Thanh Tho, Hongzhi Yin, Karl Aberer, and Quoc Viet Hung Nguyen), In Inf. Sci., volume 644, 2023. [bibtex] [pdf] [doi]
2022
[14]	Efficient and Effective Multi-Modal Queries Through Heterogeneous Network Embedding (Chi Thang Duong, Thanh Tam Nguyen, Hongzhi Yin, Matthias Weidlich, Son Thai Mai, Karl Aberer, and Quoc Viet Hung Nguyen), In IEEE Trans. Knowl. Data Eng., volume 34, 2022. [bibtex] [pdf] [doi]
2021
[13]	Efficient Streaming Subgraph Isomorphism with Graph Neural Networks (Chi Thang Duong, Dung Hoang, Hongzhi Yin, Matthias Weidlich, Quoc Viet Hung Nguyen, and Karl Aberer), In Proc. VLDB Endow., volume 14, 2021. [bibtex] [pdf] [doi]
[12]	Scalable Robust Graph Embedding with Spark (Chi Thang Duong, Dung Hoang, Hongzhi Yin, Matthias Weidlich, Quoc Viet Hung Nguyen, and Karl Aberer), In Proc. VLDB Endow., volume 15, 2021. [bibtex] [pdf] [doi]
2020
[11]	Graph Embeddings for One-pass Processing of Heterogeneous Queries (Chi Thang Duong, Hongzhi Yin, Dung Hoang, Minn Hung Nguyen, Matthias Weidlich, Quoc Viet Hung Nguyen, and Karl Aberer), In 36th IEEE International Conference on Data Engineering, ICDE 2020, Dallas, TX, USA, April 20-24, 2020, IEEE, 2020. [bibtex] [pdf] [doi]
2019
[10]	Handling probabilistic integrity constraints in pay-as-you-go reconciliation of data models (Nguyen Quoc Viet Hung, Matthias Weidlich, Thanh Tam Nguyen, Zoltán Miklós, Karl Aberer, Avigdor Gal, and Bela Stantic), In Inf. Syst., volume 83, 2019. [bibtex] [pdf] [doi]
2017
[9]	Argument discovery via crowdsourcing (Nguyen Quoc Viet Hung, Chi Thang Duong, Thanh Tam Nguyen, Matthias Weidlich, Karl Aberer, Hongzhi Yin, and Xiaofang Zhou), In VLDB J., volume 26, 2017. [bibtex] [pdf] [doi]
[8]	Answer validation for generic crowdsourcing tasks with minimal efforts (Nguyen Quoc Viet Hung, Duong Chi Thang, Thanh Tam Nguyen, Matthias Weidlich, Karl Aberer, Hongzhi Yin, and Xiaofang Zhou), In VLDB J., volume 26, 2017. [bibtex] [pdf] [doi]
2015
[7]	SMART: A tool for analyzing and reconciling schema matching networks (Nguyen Quoc Viet Hung, Thanh Tam Nguyen, Vinh Tuan Chau, Tri Kurniawan Wijaya, Zoltán Miklós, Karl Aberer, Avigdor Gal, and Matthias Weidlich), In 31st IEEE International Conference on Data Engineering, ICDE 2015, Seoul, South Korea, April 13-17, 2015 (Johannes Gehrke, Wolfgang Lehner, Kyuseok Shim, Sang Kyun Cha, Guy M. Lohman, eds.), IEEE Computer Society, 2015. [bibtex] [pdf] [doi]
[6]	Result selection and summarization for Web Table search (Thanh Tam Nguyen, Nguyen Quoc Viet Hung, Matthias Weidlich, and Karl Aberer), In 31st IEEE International Conference on Data Engineering, ICDE 2015, Seoul, South Korea, April 13-17, 2015 (Johannes Gehrke, Wolfgang Lehner, Kyuseok Shim, Sang Kyun Cha, Guy M. Lohman, eds.), IEEE Computer Society, 2015. [bibtex] [pdf] [doi]
[5]	ERICA: Expert Guidance in Validating Crowd Answers (Nguyen Quoc Viet Hung, Duong Chi Thang, Matthias Weidlich, and Karl Aberer), In Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, Santiago, Chile, August 9-13, 2015 (Ricardo Baeza-Yates, Mounia Lalmas, Alistair Moffat, Berthier A. Ribeiro-Neto, eds.), ACM, 2015. [bibtex] [pdf] [doi]
[4]	Minimizing Efforts in Validating Crowd Answers (Nguyen Quoc Viet Hung, Duong Chi Thang, Matthias Weidlich, and Karl Aberer), In Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31 - June 4, 2015 (Timos K. Sellis, Susan B. Davidson, Zachary G. Ives, eds.), ACM, 2015. [bibtex] [pdf] [doi]
2014
[3]	Pay-as-you-go reconciliation in schema matching networks (Nguyen Quoc Viet Hung, Thanh Tam Nguyen, Zoltán Miklós, Karl Aberer, Avigdor Gal, and Matthias Weidlich), In IEEE 30th International Conference on Data Engineering, Chicago, ICDE 2014, IL, USA, March 31 - April 4, 2014 (Isabel F. Cruz, Elena Ferrari, Yufei Tao, Elisa Bertino, Goce Trajcevski, eds.), IEEE Computer Society, 2014. [bibtex] [pdf] [doi]
2013
[2]	Minimizing Human Effort in Reconciling Match Networks (Nguyen Quoc Viet Hung, Tri Kurniawan Wijaya, Zoltán Miklós, Karl Aberer, Eliezer Levy, Victor Shafran, Avigdor Gal, and Matthias Weidlich), In Conceptual Modeling - 32th International Conference, ER 2013, Hong-Kong, China, November 11-13, 2013. Proceedings (Wilfred Ng, Veda C. Storey, Juan Trujillo, eds.), Springer, volume 8217, 2013. [bibtex] [pdf] [doi]
[1]	Completeness and Ambiguity of Schema Cover (Avigdor Gal, Michael Katz, Tomer Sagi, Matthias Weidlich, Karl Aberer, Nguyen Quoc Viet Hung, Zoltán Miklós, Eliezer Levy, and Victor Shafran), In On the Move to Meaningful Internet Systems: OTM 2013 Conferences - Confederated International Conferences: CoopIS, DOA-Trusted Cloud, and ODBASE 2013, Graz, Austria, September 9-13, 2013. Proceedings (Robert Meersman, Hervé Panetto, Tharam S. Dillon, Johann Eder, Zohra Bellahsene, Norbert Ritter, Pieter De Leenheer, Dejing Dou, eds.), Springer, volume 8185, 2013. [bibtex] [pdf] [doi]