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Graph Hawkes Network for Reasoning on Temporal Knowledge Graphs

Mar 31, 2020
Zhen Han, Yuyi Wang, Yunpu Ma, Stephan Günnemann, Volker Tresp

* Workshop on learning with temporal point processes, NeurIPS 2019 

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The Graph Hawkes Network for Reasoning on Temporal Knowledge Graphs

Mar 30, 2020
Zhen Han, Yuyi Wang, Yunpu Ma, Stephan Guünnemann, Volker Tresp

* Workshop on learning with temporal point processes, NeurIPS 2019 

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Causal Inference under Networked Interference

Feb 20, 2020
Yunpu Ma, Yuyi Wang, Volker Tresp


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Domain-Liftability of Relational Marginal Polytopes

Jan 15, 2020
Ondrej Kuzelka, Yuyi Wang

* A preliminary version of a paper accepted to AISTATS 2020, presented at the StarAI 2020 workshop 

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Quantum Machine Learning Algorithm for Knowledge Graphs

Jan 04, 2020
Yunpu Ma, Yuyi Wang, Volker Tresp


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Improving Neural Relation Extraction with Positive and Unlabeled Learning

Nov 28, 2019
Zhengqiu He, Wenliang Chen, Yuyi Wang, Wei zhang, Guanchun Wang, Min Zhang

* 8 pages, AAAI-2020 

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McDiarmid-Type Inequalities for Graph-Dependent Variables and Stability Bounds

Sep 09, 2019
Rui Ray Zhang, Xingwu Liu, Yuyi Wang, Liwei Wang

* accepted as NeurIPS 2019 spotlight paper 

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Variational Quantum Circuit Model for Knowledge Graphs Embedding

Feb 19, 2019
Yunpu Ma, Volker Tresp, Liming Zhao, Yuyi Wang

* Advanced Quantum Technologies, 2019 

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MIDI-VAE: Modeling Dynamics and Instrumentation of Music with Applications to Style Transfer

Sep 20, 2018
Gino Brunner, Andres Konrad, Yuyi Wang, Roger Wattenhofer

* Paper accepted at the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France 

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Symbolic Music Genre Transfer with CycleGAN

Sep 20, 2018
Gino Brunner, Yuyi Wang, Roger Wattenhofer, Sumu Zhao

* Paper accepted at the 30th International Conference on Tools with Artificial Intelligence, ICTAI 2018, Volos, Greece 

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PAC-Reasoning in Relational Domains

Jul 04, 2018
Ondrej Kuzelka, Yuyi Wang, Jesse Davis, Steven Schockaert

* Longer version of paper appearing in UAI 2018 

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VC-Dimension Based Generalization Bounds for Relational Learning

Jul 04, 2018
Ondrej Kuzelka, Yuyi Wang, Steven Schockaert

* Longer version of paper accepted at ECML PKDD 2018 

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Relational Marginal Problems: Theory and Estimation

Apr 25, 2018
Ondrej Kuzelka, Yuyi Wang, Jesse Davis, Steven Schockaert

* Long version of a paper that appeared in AAAI 2018; added a paragraph to Related Work 

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Natural Language Multitasking: Analyzing and Improving Syntactic Saliency of Hidden Representations

Jan 18, 2018
Gino Brunner, Yuyi Wang, Roger Wattenhofer, Michael Weigelt

* The 31st Annual Conference on Neural Information Processing (NIPS) - Workshop on Learning Disentangled Features: from Perception to Control, Long Beach, CA, December 2017 

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On the ERM Principle with Networked Data

Nov 22, 2017
Yuanhong Wang, Yuyi Wang, Xingwu Liu, Juhua Pu

* accepted by AAAI. arXiv admin note: substantial text overlap with arXiv:math/0702683 by other authors 

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JamBot: Music Theory Aware Chord Based Generation of Polyphonic Music with LSTMs

Nov 21, 2017
Gino Brunner, Yuyi Wang, Roger Wattenhofer, Jonas Wiesendanger

* Paper presented at the 29th International Conference on Tools with Artificial Intelligence, ICTAI 2017, Boston, MA, USA 

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Teaching a Machine to Read Maps with Deep Reinforcement Learning

Nov 20, 2017
Gino Brunner, Oliver Richter, Yuyi Wang, Roger Wattenhofer

* Paper accepted at 32nd AAAI Conference on Artificial Intelligence, AAAI 2018, New Orleans, Louisiana, USA 

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Learning from networked examples

Jun 03, 2017
Yuyi Wang, Jan Ramon, Zheng-Chu Guo


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Learning from networked examples in a k-partite graph

Feb 18, 2017
Yuyi Wang, Jan Ramon, Zheng-Chu Guo

* a special case 

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