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Anzahl der Publikationen: 11
Zeitschriftenartikel
Liu, Zhuang; Ma, Yunpu; Hildebrandt, Marcel; Ouyang, Yuanxin und Xiong, Zhang
(2022):
CDARL: a contrastive discriminator-augmented reinforcement learning framework for sequential recommendations.
In: Knowledge and Information Systems, Bd. 64, Nr. 8: S. 2239-2265
Du, Haizhou; Zhou, Yan; Ma, Yunpu und Wang, Shiwei
(2021):
Astrologer: Exploiting graph neural Hawkes process for event propagation prediction with spatio-temporal characteristics.
In: Knowledge-Based Systems, Bd. 228, 107247
Ma, Yunpu und Tresp, Volker
(2021):
Causal Inference under Networked Interference and Intervention Policy Enhancement.
In: 24Th International Conference on Artificial Intelligence and Statistics (Aistats), Bd. 130
Hildebrandt, Marcel; Serna, Jorge Andres Quintero; Ma, Yunpu; Ringsquandl, Martin; Joblin, Mitchell und Tresp, Volker
(2020):
Reasoning on Knowledge Graphs with Debate Dynamics.
In: Thirty-Fourth Aaai Conference on Artificial Intelligence, the Thirty-Second Innovative Applications of Artificial Intelligence Conference and the Tenth Aaai Symposium on Educational Advances in Artificial Intelligence, Bd. 34: S. 4123-4131
Ma, Yunpu; Tresp, Volker und Daxberger, Erik A.
(2019):
Embedding models for episodic knowledge graphs.
In: Journal of Web Semantics, Bd. 59, UNSP 100490
Konferenzbeitrag
Giovagnoli, Alessandro; Tresp, Volker; Ma, Yunpu und Schubert, Matthias
(2023):
QNEAT´: Natural Evolution of Variational Quantum Circuit Architecture.
GECCO '23 Companion: Companion Conference on Genetic and Evolutionary Computation, Lisbon Portugal, July 15 - 19, 2023.
Silva, Sara und Paquete, Luís (Hrsg.):
In: GECCO '23 Companion: Proceedings of the Companion Conference on Genetic and Evolutionary Computation,
New York: Association for Computing Machinery. S. 647-650
Zhang, Yao; Ma, Yunpu 
ORCID: https://orcid.org/0000-0001-6112-8794; Seidl, Thomas und Tresp, Volker ORCID: https://orcid.org/0000-0001-9428-3686
(2023):
Adaptive Multi-Resolution Attention with Linear Complexity.
2023 International Joint Conference on Neural Networks (IJCNN), Gold Coast, Australia, 18-23 June 2023.
In: IJCNN 2023, International Joint Conference on Neural Networks, 18-23 June 2023, Gold Coast Convention and Exhibition Centre, Queensland, Australia,
Piscataway, NJ, USA: IEEE.
ORCID: https://orcid.org/0000-0001-6112-8794; Seidl, Thomas und Tresp, Volker ORCID: https://orcid.org/0000-0001-9428-3686
(2023):
Adaptive Multi-Resolution Attention with Linear Complexity.
2023 International Joint Conference on Neural Networks (IJCNN), Gold Coast, Australia, 18-23 June 2023.
In: IJCNN 2023, International Joint Conference on Neural Networks, 18-23 June 2023, Gold Coast Convention and Exhibition Centre, Queensland, Australia,
Piscataway, NJ, USA: IEEE.
Frey, Christian M. M. ORCID: https://orcid.org/0000-0003-2458-6651; Ma, Yunpu ORCID: https://orcid.org/0000-0001-6112-8794 und Schubert, Matthias ORCID: https://orcid.org/0000-0002-6566-6343
(2023):
SEA: Graph Shell Attention in Graph Neural Networks.
European Conference, ECML PKDD 2022, Grenoble, France, September 19–23, 2022.
Amini, Massih-Reza; Canu, Stéphane; Fischer, Asja; Guns, Tias; Novak, Petra Kralj und Tsoumakas, Grigorios (Hrsg.):
In: Machine Learning and Knowledge Discovery in Databases,
Bd. 13714, 326-343
Cham: Springer. S. 326-343
ORCID: https://orcid.org/0000-0003-2458-6651; Ma, Yunpu ORCID: https://orcid.org/0000-0001-6112-8794 und Schubert, Matthias ORCID: https://orcid.org/0000-0002-6566-6343
(2023):
SEA: Graph Shell Attention in Graph Neural Networks.
European Conference, ECML PKDD 2022, Grenoble, France, September 19–23, 2022.
Amini, Massih-Reza; Canu, Stéphane; Fischer, Asja; Guns, Tias; Novak, Petra Kralj und Tsoumakas, Grigorios (Hrsg.):
In: Machine Learning and Knowledge Discovery in Databases,
Bd. 13714, 326-343
Cham: Springer. S. 326-343
Gilhuber, Sandra; Jahn, Philipp; Ma, Yunpu und Seidl, Thomas
(2022):
VERIPS: Verified Pseudo-label Selection for Deep Active Learning.
2022 IEEE International Conference on Data Mining (ICDM), Orlando, FL, USA, 28 November 2022 - 01 December 2022.
In: 2022 IEEE International Conference on Data Mining (ICDM),
S. 951-956
Xu, Feifei; Zhou, Shanlin; Ma, Yunpu; Wang, Xinpeng; Zhang, Wenkai und Li, Zhisong
(2022):
Open-Domain Dialogue Generation Grounded with Dynamic Multi-form Knowledge Fusion.
27th International Conference on Database Systems for Advanced Applications (DASFAA 2022), Hyderabad, India, April 11–14, 2022.
Bhattacharya, Arnab (Hrsg.):
In: Database Systems for Advanced Applications. 27th International Conference, DASFAA 2022 Virtual Event, April 11–14, 2022 Proceedings, Part III, Lecture Notes in Computer Science
Bd. 13247
Cham, Switzerland: Springer. S. 101-116
Xing, Yiran; Shi, Zai; Meng, Zhao; Lakemeyer, Gerhard; Ma, Yunpu und Wattenhofer, Roger
(2021):
KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation.
59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Online, August 1–6, 2021.
Ji, Heng; Park, Jong C. und Xia, Rui (Hrsg.):
In: Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers),
Association for Computational Linguistics (ACL). S. 525-535