Paolo Rosso

PhD Candidate

Room	C409
Address	Bd de Pérolles 90 1700 Fribourg Switzerland
E-Mail	[email protected]
Advisor	Prof. Philippe Cudré-Mauroux
Github	Paolo Rosso

Brief Bio

I am a PhD student at the eXascale Infolab working on Semantic Web and Machine Learning. My research focuses on Knowledge Graph embeddings. I hold a Bachelor of Science in Computer Science from the University of Torino (Italy) and a Master of Science in Computer Engineering from the University of Pavia (Italy). During my university career I have been participating in many exchange programs such as Erasmus at Technical University of Lodz (Poland) and exchange study program at Tongji University in Shanghai (China). Additionally, I have written my master thesis at HLRS in Stuttgart (Germany) in collaboration with the Performance Evaluation Group of the University of Pavia (Italy). Afterwards, I have done the Erasmus traineeship at HLRS in Stuttgart (Germany) where I have developed a platform to benchmark different architectures for High Performance Computing.

Bibliography

Paolo Rosso, Dingqi Yang, Natalia Ostapuk, and Philippe Cudré-Mauroux. “RETA: A Schema-Aware, End-to-End Solution for Instance Completion in Knowledge Graphs.” In Proceedings of The Web Conference (WWW 2021). Ljubljana, Slovenia, 2021. Bibtex PDF Code
RETA: A Schema-Aware, End-to-End Solution for Instance Completion in Knowledge Graphs

Paolo Rosso, Dingqi Yang, Natalia Ostapuk, and Philippe Cudré-Mauroux. “RETA: A Schema-Aware, End-to-End Solution for Instance Completion in Knowledge Graphs.” In Proceedings of The Web Conference (WWW 2021). Ljubljana, Slovenia, 2021.
```
@inproceedings{rosso2021www,
  title = {RETA: A Schema-Aware, End-to-End Solution for Instance Completion in Knowledge Graphs},
  author = {Rosso, Paolo and Yang, Dingqi and Ostapuk, Natalia and Cudr{\'e}-Mauroux, Philippe},
  booktitle = {Proceedings of The Web Conference (WWW 2021)},
  year = {2021},
  address = {Ljubljana, Slovenia},
  code = {https://github.com/eXascaleInfolab/RETA_code},
  url = {https://exascale.info/assets/pdf/rosso2021www.pdf}
}
```
×
Prathyusha Nerella, Akansha Bhardwaj, Paolo Rosso, and Philippe Cudré-Mauroux. “GraphEDM: A Graph-Based Approach to Disambiguate Entities in Microposts.” In 2021 7th Swiss Conference on Data Science (SDS). IEEE, 2021. Bibtex PDF
GraphEDM: A Graph-Based Approach to Disambiguate Entities in Microposts

Prathyusha Nerella, Akansha Bhardwaj, Paolo Rosso, and Philippe Cudré-Mauroux. “GraphEDM: A Graph-Based Approach to Disambiguate Entities in Microposts.” In 2021 7th Swiss Conference on Data Science (SDS). IEEE, 2021.
```
@inproceedings{nerella2021graphedm,
  author = {Nerella, Prathyusha and Bhardwaj, Akansha and Rosso, Paolo and Cudr{\'e}-Mauroux, Philippe},
  title = {GraphEDM: A Graph-Based Approach to Disambiguate Entities in Microposts},
  booktitle = {2021 7th Swiss Conference on Data Science (SDS)},
  year = {2021},
  organization = {IEEE},
  url = {https://exascale.info/assets/pdf/nerella2021sds.pdf}
}
```
×
Yasamin Eslahi, Akansha Bhardwaj, Paolo Rosso, Kurt Stockinger, and Philippe Cudré-Mauroux. “Annotating Web Tables through Knowledge Bases: A Context-Based Approach.” In 2020 7th Swiss Conference on Data Science (SDS). IEEE, 2020. Bibtex PDF
Annotating Web Tables through Knowledge Bases: A Context-Based Approach

Yasamin Eslahi, Akansha Bhardwaj, Paolo Rosso, Kurt Stockinger, and Philippe Cudré-Mauroux. “Annotating Web Tables through Knowledge Bases: A Context-Based Approach.” In 2020 7th Swiss Conference on Data Science (SDS). IEEE, 2020.
```
@inproceedings{eslahi2020annotating,
  author = {Eslahi, Yasamin and Bhardwaj, Akansha and Rosso, Paolo and Stockinger, Kurt and Cudr{\'e}-Mauroux, Philippe},
  title = {Annotating Web Tables through Knowledge Bases: A Context-Based Approach},
  booktitle = {2020 7th Swiss Conference on Data Science (SDS)},
  year = {2020},
  organization = {IEEE},
  url = {https://exascale.info/assets/pdf/eslahi2020sds.pdf}
}
```
×
Paolo Rosso, Dingqi Yang, and Philippe Cudré-Mauroux. “Beyond Triplets: Hyper-Relational Knowledge Graph Embedding for Link Prediction.” In Proceedings of The Web Conference (WWW 2020). Taipei, Taiwan, 2020. Bibtex PDF Code
Beyond Triplets: Hyper-Relational Knowledge Graph Embedding for Link Prediction

Paolo Rosso, Dingqi Yang, and Philippe Cudré-Mauroux. “Beyond Triplets: Hyper-Relational Knowledge Graph Embedding for Link Prediction.” In Proceedings of The Web Conference (WWW 2020). Taipei, Taiwan, 2020.
```
@inproceedings{rosso2020www,
  title = {Beyond Triplets: Hyper-Relational Knowledge Graph Embedding for Link Prediction},
  author = {Rosso, Paolo and Yang, Dingqi and Cudr{\'e}-Mauroux, Philippe},
  booktitle = {Proceedings of The Web Conference (WWW 2020)},
  year = {2020},
  address = {Taipei, Taiwan},
  code = {https://github.com/eXascaleInfolab/HINGE_code},
  url = {https://exascale.info/assets/pdf/rosso2020www.pdf}
}
```
×
Dingqi Yang, Benjamin Fankhauser, Paolo Rosso, and Philippe Cudré-Mauroux. “Location Prediction over Sparse User Mobility Traces Using RNNs: Flashback in Hidden States!.” In Proceedings of the 29th International Joint Conference on Artificial Intelligence (IJCAI 2020). Yokohama, Japan, 2020. Bibtex PDF Code
Location Prediction over Sparse User Mobility Traces using RNNs: Flashback in Hidden States!

Dingqi Yang, Benjamin Fankhauser, Paolo Rosso, and Philippe Cudré-Mauroux. “Location Prediction over Sparse User Mobility Traces Using RNNs: Flashback in Hidden States!.” In Proceedings of the 29th International Joint Conference on Artificial Intelligence (IJCAI 2020). Yokohama, Japan, 2020.
```
@inproceedings{yang2020location,
  title = {Location Prediction over Sparse User Mobility Traces using RNNs: Flashback in Hidden States!},
  author = {Yang, Dingqi and Fankhauser, Benjamin and Rosso, Paolo and Cudr{\'e}-Mauroux, Philippe},
  booktitle = {Proceedings of the 29th International Joint Conference on Artificial Intelligence (IJCAI 2020)},
  year = {2020},
  address = {Yokohama, Japan},
  code = {https://github.com/eXascaleInfolab/Flashback_code/},
  url = {https://exascale.info/assets/pdf/yang2020IJCAI.pdf}
}
```
×
Paolo Rosso, Dingqi Yang, and Philippe Cudré-Mauroux. “Revisiting Text and Knowledge Graph Joint Embeddings: The Amount of Shared Information Matters!.” In BigData, 2019. Bibtex PDF Code
Revisiting Text and Knowledge Graph Joint Embeddings: The Amount of Shared Information Matters!

Paolo Rosso, Dingqi Yang, and Philippe Cudré-Mauroux. “Revisiting Text and Knowledge Graph Joint Embeddings: The Amount of Shared Information Matters!.” In BigData, 2019.
```
@inproceedings{rosso2019bigdata,
  author = {Rosso, Paolo and Yang, Dingqi and Cudr{\'{e}}{-}Mauroux, Philippe},
  title = {Revisiting Text and Knowledge Graph Joint Embeddings: The Amount of Shared Information Matters!},
  booktitle = {BigData},
  year = {2019},
  code = {https://github.com/eXascaleInfolab/JOINER_code},
  url = {https://exascale.info/assets/pdf/rosso2019bigdata.pdf}
}
```
×
Dingqi Yang, Paolo Rosso, Bin Li, and Philippe Cudre-Mauroux. “NodeSketch: Highly-Efficient Graph Embeddings via Recursive Sketching.” In Proceedings of ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2019), 2019. Bibtex PDF
NodeSketch: Highly-Efficient Graph Embeddings via Recursive Sketching

Dingqi Yang, Paolo Rosso, Bin Li, and Philippe Cudre-Mauroux. “NodeSketch: Highly-Efficient Graph Embeddings via Recursive Sketching.” In Proceedings of ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2019), 2019.
```
@inproceedings{yang2019nodesketch,
  title = {NodeSketch: Highly-Efficient Graph Embeddings via Recursive Sketching},
  author = {Yang, Dingqi and Rosso, Paolo and Li, Bin and Cudre-Mauroux, Philippe},
  booktitle = {Proceedings of ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2019)},
  year = {2019},
  url = {https://exascale.info/assets/pdf/yang2019nodesketch.pdf}
}
```
×

Paolo Rosso, Dingqi Yang, and Philippe Cudré-Mauroux. “Knowledge Graph Embeddings.” In Encyclopedia of Big Data Technologies., 2019. Bibtex PDF

Knowledge Graph Embeddings

Paolo Rosso, Dingqi Yang, and Philippe Cudré-Mauroux. “Knowledge Graph Embeddings.” In Encyclopedia of Big Data Technologies., 2019.

@incollection{rosso2018bigdata,
  author = {Rosso, Paolo and Yang, Dingqi and Cudr{\'{e}}{-}Mauroux, Philippe},
  title = {Knowledge Graph Embeddings},
  booktitle = {Encyclopedia of Big Data Technologies.},
  year = {2019},
  doi = {10.1007/978-3-319-63962-8\_284-1},
  timestamp = {Thu, 14 Feb 2019 16:03:55 +0100},
  url = {https://exascale.info/assets/pdf/rosso2018bigdata.pdf}
}