@inproceedings{DBLP:conf/edbt/VladVNBS22,

title = {Towards Hybrid Logic-based and Embedding-based Reasoning on Financial 

Knowledge Graphs},

author = {Adriano Vlad and Sahar Vahdati and Mojtaba Nayyeri and Luigi Bellomarini and Emanuel Sallinger},

url = {http://ceur-ws.org/Vol-3135/EcoFinKG_2022_paper8.pdf},

year  = {2022},

date = {2022-01-01},

booktitle = {Proceedings of the Workshops of the EDBT/ICDT 2022 Joint Conference, 

Edinburgh, UK, March 29, 2022},

volume = {3135},

publisher = {CEUR-WS.org},

series = {CEUR Workshop Proceedings},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/esws/NayyeriVKAWBL22,

title = {Dihedron Algebraic Embeddings for Spatio-Temporal Knowledge Graph 

Completion},

author = {Mojtaba Nayyeri and Sahar Vahdati and Md Tansen Khan and Mirza Mohtashim Alam and Lisa Wenige and Andreas Behrend and Jens Lehmann},

url = {https://doi.org/10.1007/978-3-031-06981-9_15},

doi = {10.1007/978-3-031-06981-9_15},

year  = {2022},

date = {2022-01-01},

booktitle = {The Semantic Web - 19th International Conference, ESWC 2022, Hersonissos, 

Crete, Greece, May 29 - June 2, 2022, Proceedings},

volume = {13261},

pages = {253--269},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/aaai/NayyeriVA021b,

title = {5* Knowledge Graph Embeddings with Projective Transformations},

author = {Mojtaba Nayyeri and Sahar Vahdati and Can Aykul and Jens Lehmann},

url = {https://ojs.aaai.org/index.php/AAAI/article/view/17095},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

booktitle = {Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 

2021, Thirty-Third Conference on Innovative Applications of Artificial 

Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances 

in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 

2021},

pages = {9064--9072},

publisher = {AAAI Press},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ecir/NayyeriVSAYL21,

title = {Pattern-Aware and Noise-Resilient Embedding Models},

author = {Mojtaba Nayyeri and Sahar Vahdati and Emanuel Sallinger and Mirza Mohtashim Alam and Hamed Shariat Yazdi and Jens Lehmann},

url = {https://doi.org/10.1007/978-3-030-72113-8_32},

doi = {10.1007/978-3-030-72113-8_32},

year  = {2021},

date = {2021-01-01},

booktitle = {Advances in Information Retrieval - 43rd European Conference on IR 

Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, 

Part I},

volume = {12656},

pages = {483--496},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/emnlp/NayyeriXHA0V21,

title = {Knowledge Graph Representation Learning using Ordinary Differential 

Equations},

author = {Mojtaba Nayyeri and Chengjin Xu and Franca Hoffmann and Mirza Mohtashim Alam and Jens Lehmann and Sahar Vahdati},

url = {https://doi.org/10.18653/v1/2021.emnlp-main.750},

doi = {10.18653/v1/2021.emnlp-main.750},

year  = {2021},

date = {2021-01-01},

booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural 

Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican 

Republic, 7-11 November, 2021},

pages = {9529--9548},

publisher = {Association for Computational Linguistics},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/naacl/XuCNL21,

title = {Temporal Knowledge Graph Completion using a Linear Temporal Regularizer 

and Multivector Embeddings},

author = {Chengjin Xu and Yung-Yu Chen and Mojtaba Nayyeri and Jens Lehmann},

url = {https://doi.org/10.18653/v1/2021.naacl-main.202},

doi = {10.18653/v1/2021.naacl-main.202},

year  = {2021},

date = {2021-01-01},

booktitle = {Proceedings of the 2021 Conference of the North American Chapter of 

the Association for Computational Linguistics: Human Language Technologies, 

NAACL-HLT 2021, Online, June 6-11, 2021},

pages = {2569--2578},

publisher = {Association for Computational Linguistics},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/pakdd/NayyeriXYVAY021,

title = {Loss-Aware Pattern Inference: A Correction on the Wrongly Claimed 

Limitations of Embedding Models},

author = {Mojtaba Nayyeri and Chengjin Xu and Yadollah Yaghoobzadeh and Sahar Vahdati and Mirza Mohtashim Alam and Hamed Shariat Yazdi and Jens Lehmann},

url = {https://doi.org/10.1007/978-3-030-75768-7_7},

doi = {10.1007/978-3-030-75768-7_7},

year  = {2021},

date = {2021-01-01},

booktitle = {Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia 

Conference, PAKDD 2021, Virtual Event, May 11-14, 2021, Proceedings, 

Part III},

volume = {12714},

pages = {77--89},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/coling/XuNAYL20,

title = {TeRo: A Time-aware Knowledge Graph Embedding via Temporal Rotation},

author = {Chengjin Xu and Mojtaba Nayyeri and Fouad Alkhoury and Hamed Shariat Yazdi and Jens Lehmann},

url = {https://doi.org/10.18653/v1/2020.coling-main.139},

doi = {10.18653/v1/2020.coling-main.139},

year  = {2020},

date = {2020-01-01},

booktitle = {Proceedings of the 28th International Conference on Computational 

Linguistics, COLING 2020, Barcelona, Spain (Online), December 8-13, 

2020},

pages = {1583--1593},

publisher = {International Committee on Computational Linguistics},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/coling/XuNCL20,

title = {Knowledge Graph Embeddings in Geometric Algebras},

author = {Chengjin Xu and Mojtaba Nayyeri and Yung-Yu Chen and Jens Lehmann},

url = {https://doi.org/10.18653/v1/2020.coling-main.46},

doi = {10.18653/v1/2020.coling-main.46},

year  = {2020},

date = {2020-01-01},

booktitle = {Proceedings of the 28th International Conference on Computational 

Linguistics, COLING 2020, Barcelona, Spain (Online), December 8-13, 

2020},

pages = {530--544},

publisher = {International Committee on Computational Linguistics},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ecai/AlamNXRYS020,

title = {The Effect of Rule Injectionin a Leakage Free Dataset},

author = {Mirza Mohtashim Alam and Mojtaba Nayyeri and Chengjin Xu and Md. Rashad Al Hasan Rony and Hamed Shariat Yazdi and Afshin Sadeghi and Jens Lehmann},

url = {http://ceur-ws.org/Vol-3020/KR4L_paper_7.pdf},

year  = {2020},

date = {2020-01-01},

urldate = {2020-01-01},

booktitle = {Proceedings of the International Workshop on Knowledge Representation 

and Representation Learning co-located with the 24th European Conference 

on Artificial Intelligence (ECAI 2020), Virtual Event, September, 

2020},

volume = {3020},

pages = {28--35},

publisher = {CEUR-WS.org},

series = {CEUR Workshop Proceedings},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ecai/XuNV020,

title = {Multiple Run Ensemble Learning with Low Dimensional Knowledge Graph 

Embeddings},

author = {Chengjin Xu and Mojtaba Nayyeri and Sahar Vahdati and Jens Lehmann},

url = {http://ceur-ws.org/Vol-3020/KR4L_paper_8.pdf},

doi = {10.1109/IJCNN52387.2021.9533372},

year  = {2020},

date = {2020-01-01},

booktitle = {Proceedings of the International Workshop on Knowledge Representation 

and Representation Learning co-located with the 24th European Conference 

on Artificial Intelligence (ECAI 2020), Virtual Event, September, 

2020},

volume = {3020},

pages = {36--42},

publisher = {CEUR-WS.org},

series = {CEUR Workshop Proceedings},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/esws/NayyeriVZY020,

title = {Embedding-Based Recommendations on Scholarly Knowledge Graphs},

author = {Mojtaba Nayyeri and Sahar Vahdati and Xiaotian Zhou and Hamed Shariat Yazdi and Jens Lehmann},

url = {https://doi.org/10.1007/978-3-030-49461-2_15},

doi = {10.1007/978-3-030-49461-2_15},

year  = {2020},

date = {2020-01-01},

booktitle = {The Semantic Web - 17th International Conference, ESWC 2020, Heraklion, 

Crete, Greece, May 31-June 4, 2020, Proceedings},

volume = {12123},

pages = {255--270},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ijcnn/NayyeriZVIY020,

title = {Let the Margin SlidE for Knowledge Graph Embeddings via a Correntropy Objective Function},

author = {Mojtaba Nayyeri and Xiaotian Zhou and Sahar Vahdati and Reza Izanloo and Hamed Shariat Yazdi and Jens Lehmann},

url = {https://doi.org/10.1109/IJCNN48605.2020.9207513},

doi = {10.1109/IJCNN48605.2020.9207513},

year  = {2020},

date = {2020-01-01},

booktitle = {2020 International Joint Conference on Neural Networks, IJCNN 2020, 

Glasgow, United Kingdom, July 19-24, 2020},

pages = {1--9},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ijcnn/NayyeriZVIY020b,

title = {Let the Margin SlidEtextbackslash(^textbackslashmboxtextbackslash(pm textbackslash)textbackslash) for Knowledge Graph 

Embeddings via a Correntropy Objective Function},

author = {Mojtaba Nayyeri and Xiaotian Zhou and Sahar Vahdati and Reza Izanloo and Hamed Shariat Yazdi and Jens Lehmann},

url = {https://doi.org/10.1109/IJCNN48605.2020.9207513},

doi = {10.1109/IJCNN48605.2020.9207513},

year  = {2020},

date = {2020-01-01},

booktitle = {2020 International Joint Conference on Neural Networks, IJCNN 2020, 

Glasgow, United Kingdom, July 19-24, 2020},

pages = {1--9},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/semweb/NayyeriXVVSYL20,

title = {Fantastic Knowledge Graph Embeddings and How to Find the Right Space 

for Them},

author = {Mojtaba Nayyeri and Chengjin Xu and Sahar Vahdati and Nadezhda Vassilyeva and Emanuel Sallinger and Hamed Shariat Yazdi and Jens Lehmann},

url = {https://doi.org/10.1007/978-3-030-62419-4_25},

doi = {10.1007/978-3-030-62419-4_25},

year  = {2020},

date = {2020-01-01},

booktitle = {The Semantic Web - ISWC 2020 - 19th International Semantic Web Conference, 

Athens, Greece, November 2-6, 2020, Proceedings, Part I},

volume = {12506},

pages = {438--455},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/semweb/XuNAYL20,

title = {Temporal Knowledge Graph Completion Based on Time Series Gaussian 

Embedding},

author = {Chenjin Xu and Mojtaba Nayyeri and Fouad Alkhoury and Hamed Shariat Yazdi and Jens Lehmann},

url = {https://doi.org/10.1007/978-3-030-62419-4_37},

doi = {10.1007/978-3-030-62419-4_37},

year  = {2020},

date = {2020-01-01},

booktitle = {The Semantic Web - ISWC 2020 - 19th International Semantic Web Conference, 

Athens, Greece, November 2-6, 2020, Proceedings, Part I},

volume = {12506},

pages = {654--671},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}