Publications

• Articles

  Yuhuan Lu, Dingqi Yang, Pengyang Wang, Paolo Rosso, and Philippe Cudré-Mauroux. Schema-Aware Hyper-Relational Knowledge Graph Embeddings for Link Prediction. IEEE Trans. Knowl. Data Eng. 36, no. 6, 2614–28, 2024. [link] 

  Dingqi Yang, Bingqing Qu, Paolo Rosso, and Philippe Cudré-Mauroux. Fast and Slow Thinking: A Two-Step Schema-Aware Approach for Instance Completion in Knowledge Graphs. IEEE Trans. Knowl. Data Eng. 36, no. 3: 1113–29, 2024. [link] 

  Natalia Ostapuk, Julien Audiffren, Ljiljana Dolomic, Alan Mermoud, and Phillipe Cudré-Mauroux. Follow the Path: Hierarchy-Aware Extreme Multi-Label Completion for Semantic Text Tagging. In Proceedings of the ACM Web Conference (WWW 2024), 2024. [link] 

  Beibei Han; Yingmei Wei; Qingyong Wang; Francesco Maria De Collibus; Claudio J. Tessone. MT²AD: multi-layer temporal transaction anomaly detection in ethereum networks with GNN. Complex & Intelligent Systems, 10(1):613-626, 2024. [link] 

  Benjamin Kraner; Nicolo Vallarano; Claudio Tessone. Tokenization of the Common: An Economic Model of Multidimensional Incentives. In: Middleware '23: 24th International Middleware Conference, Bologna, Italy, 11 December 2023 - 15 December 2023. ACM Digital library, 37-42, 2023.  [link] 

  Berno Buechel, Stefan Klößner, Fanyuan Meng, and Anis Nassar. Misinformation due to asymmetric information sharing. Journal of Economic Dynamics and Control, 2023. [link] 

  Matija Piškorec, Ben Domenic James Murphy, Florian Rüegsegger, Sina Rafati Niya & Claudio J. Tessone. Bow-tie structure of the Polkodot transfer network. Blockchain Analytics, 2023. [link] 

  Sina Rafati Niya, Ivana Mesić, Georgios Anagnostou, Gabriele Brunini, Claudio J. Tessone. A first Analytics Approach to the Cardano Blockchain. Blockchain Analytics, 2023. [link] 

  Benjamin Kraner, Nicolò Vallarano, Claudio J. Tessone, Caspar Schwarz-Schilling. Agent-Based Modelling of Thereum Consensus. Blockchain Analytics, 2023. [link]

  Beibei Han, Yingmei Wei, Qingyong Wang, Francesco Maria De Collibus & Claudio J. Tessone. MT2AD: multi-layer temporal transaction anomaly detection in ethereum networks with GNN. Blockchain Analytics, 2023.  [link]

  Chuanyun Li, Florian Spychiger, Claudio J. Tessone. The Miner’s Dilemma With Migration: The Control Effect of Solo-Mining. Blockchain Analytics, 2023. [link]

  Alexandre Bovet, Carlo Campajola, Francesco Mottes, Valerio Restocchi, Nicolo Vallarano, Tiziano Squartini and Claudio J. Tessone. The Evolving Liaisons between the Transaction Networksof Bitcoin and its Price Dynamics. Blockchain Analytics, 2023. [link]

  Dingqi Yang, Bingqing Qu, Jie Yang, Liang Wang, and Philippe Cudré-Mauroux. Streaming Graph Embeddings via Incremental Neighborhood Sketching. IEEE Trans. Knowl. Data Eng. 35, no. 5, 2023. [link]

  Rana Hussein, Alberto Lerner, André Ryser, Lucas Bürgi, Albert Blarer, and Philippe Cudré-Mauroux. GraphINC: Graph Pattern Mining at Network Speed. Proceedings of the 2023 International Conference on Management of Data (SIGMOD ’23), 2023. [link]

  Alberto Lerner, Carsten Binnig, Philippe Cudré-Mauroux, Rana Hussein, Matthias Jasny, Theo Jepsen, Dan R. K. Ports, Lasse Thostrup, and Tobias Ziegler. Databases on Modern Networks: A Decade of Research That Now Comes into Practice. To Appear in Proceedings of the 49th International Conference on Very Large Data Bases (VLDB’23), 2023. [link] 

  Francesco Maria De Collibus, Alberto Partida, Matija Piškorec. The Role of Smart Contracts in the Transaction Networks of Four Key DeFi-Collateral Ethereum-Based Tokens. Blockchain Analytics, 2022. [link]

  Giuseppe Cuccu, Christophe Broillet, Carolin Reischauer, Harriet Thöny, and Philippe Cudré-Mauroux. Typhon: Parallel Transfer on Heterogeneous Datasets for Cancer Detection in Computer-Aided Diagnosis. 2022 IEEE International Conference on Big Data, BigData, 2022.  [link]

  Philippe Cudré-Mauroux. Leveraging Social Context for Fake News Detection: Technical Perspective. Commun. ACM 65, no. 4 (2022): 123, 2022. [link]

  Laura Rettig, Kurt Baumann, Sebastian Sigloch, and Philippe Cudré-Mauroux. Leveraging Knowledge Graph Embeddings to Disambiguate Author Names in Scientific Data. 2022 IEEE International Conference on Big Data, BigData, 2022. [link]

  Natalia Ostapuk, Djellel Difallah, and Philippe Cudré-Mauroux. ParaGraph: Mapping Wikidata Tail Entities to Wikipedia Paragraphs. 2022 IEEE International Conference on Big Data, BigData, 2022. [link]

  Florian Spychiger, Claudio Tessone, Liudmila Zavolokina, Gerhard Schwabe. Incentivizing Data Quality in Blockchain-Based Systems - The Case of the Digital Cardossier. Distributed Ledger Technologies: Research and Practice, 1(1):1-27, 2022. [link]

  Francesco Maria De Collibus, Matija Piškorec, Alberto Partida, Claudio J. Tessone. The Structural Role of Smart Contracts and Exchanges in the Centralisation of Ethereum-Based Cryptoassets. Entropy, 24(8):1048, 2022. [link]

  Enrico Maria Fenoaltea, Izat B. Baybusinov, X Na, Yi-Chang Zhang. A local interaction dynamic for the matching problem. Physica A: Statistical Mechanics and its Applications 604, 127690, 2022. [link]

  BL Chen, WX Jiang, YX Chen, L Chen, RJ Wang, S Han, JH Lin, ... Influence blocking maximization on networks: Models, methods and applications. Physics Reports 976, 1-54,  2022. [link]

  Izat B. Baybusinov, Enrico Maria Fenoaltea, Yi-Chang Zhang. Negotiation problem. Physica A: Statistical Mechanics and its Applications 592, 126806, 2022. [link]

  Y Zhou, R Wang, Yi-Cheng Zhang, A Zeng, Matus Medo. Improving PageRank using sports results modeling. Knowledge-based systems 241, 108168, 2022. [link]

  Bo-Lun Chen, Wen-Xin Jang, Yong-Tao Yu, Lei Zhou, Claudio J. Tessone. Graph embedding based ant colony optimization for negative influence propagation suppression under cost constraints. Swarm and Evonlutionary Computation, 2022. [link][pdf]

  Jian-Hong Lin, Emiliano Marchese, Claudio J. Tessone, Tiziano Squartini. The weighted Bitcoin Lightning Network. Chaos, Solitons & Fractals, 2022. [link]  [pdf]

  Fanyuan Meng,  Matus Medo and Berno Buechel. Whom to Trust in a Signed Network? Optimal Solution and two Heuristic Rules. Information Sciences, 2022. 606:742-762 [pdf] [link] 

  Yuhao Zhou, Ruijie Wang, Yi-Cheng Zhang, An Zeng, Matús Medo. Improving PageRank using sports results modeling. Knowledge-Based Systems, 2022. [link] [pdf] 

  Ines Arous, Jie Yang, Mourad Khayati, Philippe Cudre-Mauroux. Peer Grading the Peer Reviews A Dual-Role Approach for Lightening the Scholarly Paper Review Process. ACM Digital Library,  2021. [link] [pdf]

  Ines Arous, Ljiljana Dolamic, Jie Yang, Akansha Bhardwaj, Giuseppe Cuccu, Philippe Cudré-Mauroux. MARTA: Leveraging Human Rationales for Explainable Text Classification. The Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021. [link] [pdf]

  Giuseppe Cuccu, Julian Togelius, and Philippe Cudré-Mauroux. Playing Atari with Few Neurons. Autonomous Agents and Multi-Agent Systems, 35, no. 2, 1-23 (2021). [pdf]

  Francesco Maria De Collibus, Alberto Partida, Matija Piskorec, Claudio J. Tessone. Heterogeneous Preferential Attachment in Key Ethereum-Based Cryptoassets. frontiers, 2021. [link] 

  Enrico Maria Fenoaltea, Izat B. Baybusinov, Jianyang Zhao, Lei Zou, Yi-Cheng Zhang. The Stable Marriage Problem: An interdisciplinary review from the hysicist's perspective. Physics Reports, 2021. [link] [pdf] 

  Jan Alexander Fischer, Andres Palechor, Daniele Dell’Aglio, Abraham Bernstein and Claudio J. Tessone.  The Complex Community Structure of the Bitcoin Address Correspondence Network. Frontiers in Physics, 9:681798 (2021). [link]

  Ming Li, RunRan Liu, Linyuan Lü, Mao-Bin Hu, Shuqi Xu, Yi-Cheng Zhang. Percolation on complex networks: Theory and application. Physics Reports, 2021. [link][pdf] 

  Michael Luggen, Julien Audiffren, Djellel Difallah, Philippe Cudré-Mauroux: Wiki2Prop: A Multimodal Approach for Predicting Wikidata Properties from Wikipedia. ACM Digital Library,  2021. [link] [pdf]

  Manuel S. Mariani, María J. Palazzi, Albert Solé-Ribalta, Javier Borge-Holthoefer, Claudio J. Tessone. Absence of a resolution limit in in-block nestedness. Communications in Nonlinear Science and Numerical Simulation, 2021. [link]

  Matús Medo, Manuel S. Mariani, Linyuan Lü. The fragility of opinion formation in a complex world. Communications physics, 2021. [link][pdf] 

  Matús Medo, Manuel S. Mariani, Linyuan Lü. The simple regularities in the dynamics of online news impact. Springer Link,  2021. [link][pdf] 

  Caspar Schwarz-Schilling, Sheng-Nan Li, Claudio J. Tessone. Agent-based Modelling of Strategic behavior in PoW Protocols. IEEE Xplore, 2021. [link][pdf] 

  Florian Spychiger, Paolo Tasca, Claudio J. Tessone. Unveiling the Importance and Evolution of Design Components Through the "Tree of Blockchain". frontiers,  2021. [link] [pdf]

  Ines Arous, Jie Yang, Mourad Khayati, and Philippe Cudré-Mauroux. OpenCrowd: A Human-AI Collaborative Approach for Finding Social Influencers via Open-Ended Answers Aggregation. Proceedings of the Web Conference (WWW 2020). Taipei, Taiwan, (2020). [Slides] [pdf] [Video]

  Matteo Bruno, Fabop Saracco, Claudio J. Tessone, Diego Garlaschelli and Guido Caldarelli. The ambiguity of nestedness under soft and hard constraints. Scientific Reports, 10: 19903 (2020). [link]

  Jian-Hong Lin, Kevin Primicerio, Tiziano Squartini, Christian Decker and Claudio J. Tessone. Lightning network: a second path towards centralisation of the Bitcoin economy. New Journal of Physics, 22 (8): 083022 (2020). [link]

  Laura Rettig, Regula Hänggli, and Philippe Cudré-Mauroux. The Best of Both Worlds: Context-Powered Word Embedding Combinations for Longitudinal Text Analysis. 2020 IEEE International Conference on Big Data, BigData, (2020). [pdf]

  Paolo Rosso, Dingqi Yang and Philippe Cudré-Mauroux. Beyond Triplets: Hyper-Relational Knowledge Graph Embedding for Link Prediction. Proceedings of The Web Conference (WWW 2020). Taipei, Taiwan, (2020). [pdf] 

  Nicoló Vallarano,  Claudio J. Tessone and Tiziano Squartini. Bitcoin Transaction Networks: An Overview of Recent Results. Frontiers in Physics, 8: 286 (2020). [link]

  Dingqi Yang, Bingqing Qu, and Philippe Cudré-Mauroux. Location-Centric Social Media Analytics: Challenges and Opportunities for Smart Cities. IEEE Intelligent Systems, (2020). [pdf]

  Dingqi Yang, Bingqing Qu, Jie Yang, and Philippe Cudré-Mauroux. LBSN2Vec++: Heterogeneous Hypergraph Embedding for Location-Based Social Networks. IEEE Transactions on Knowledge and Data Engineering, (2020). [pdf]

  Berno Buechel and Lydia Mechtenberg. The swing voter’s curse in social networks. Games and Economic Behavior , 23, 259-293, (2019). [pdf] [appendix] [Poster]

  Berno Buechel, Stefan Klössner, Martin Lochmüller, Heiko Rauhut. The Strength of Weak Leaders: An Experiment on Social Influence and Social Learning in Teams. Experimental Economics , 1-35, (2019). [pdf] [link] [appendix] [News] 

  Martin Kindschi, Jan Cieciuch, Eldad Davidov, Alexander Ehlert, Heiko Rauhut, Claudio J. Tessone and René Algesheimer. Values in adolescent friendship networks. Network Science (New York): 1-25 (2019). [link]

  Artem Lutov, M. Khayati, and Philippe Cudré-Mauroux. DAOC: Stable Clustering of Large Networks. BigData, (2019). [pdf]

  Artem Lutov, Dingqi Yang, and Philippe Cudré-Mauroux. Bridging the Gap between Community and Node Representations: Graph Embedding via Community Detection. BigData, (2019). [pdf]

  Manuel Mariani, Zhuo-Ming Ren, Jordi Bascompte and Claudio J. Tessone.  Nestedness in complex networks: Observation, emergence, and implications. Physics Reports, 813: 1-90 (2019). [link]

  Natalia Ostapuk, Jie Yang, and Philippe Cudré-Mauroux. ActiveLink: Deep Active Learning for Link Prediction in Knowledge Graphs. Proceedings of the Web Conference (WWW 2019), (2019). [pdf]

  Maria J. Palazzi,  Javier Borge-Holthoefer, Claudio J. Tessone and Albert Solé-Ribalta.  Macro- and mesoscale pattern interdependencies in complex networks. Journal of the Royal Society Interface, 16: 20190553 (2019). [link]

  Paolo Rosso, Dingqi Yang, and Philippe Cudré-Mauroux. Revisiting Text and Knowledge Graph Joint Embeddings: The Amount of Shared Information Matters!. BigData, (2019). [pdf] 

  Dingqi Yang, Bingqing Qu, Jie Yang, and Philippe Cudré-Mauroux. Revisiting User Mobility and Social Relationships in LBSNs: A Hypergraph Embedding Approach. Proceedings of the Web Conference (WWW 2019), (2019). [pdf]

  Dingqi Yang, Bingqing Qu, and Philippe Cudré-Mauroux. Privacy-Preserving Social Media Data Publishing for Personalized Ranking-Based Recommendation. IEEE Transactions on Knowledge and Data Engineering (TKDE) 31, no. 3: 507–20, (2019).  [pdf]

  Zhuo-Ming Ren, An Zeng, and Yi-Cheng Zhang. Structure-oriented prediction in complex networks. Physics Reports 750, 1-51(2018). [pdf] [link]

  Albert Solé-Ribalta, Claudio J. Tessone, Manuel S. Mariani, and Javier Borge-Holthoefer. Revealing In-Block Nestedness: Detection and benchmarking. Physical Review E, vol. 97, pp. 062302 (2018). [pdf] [link]

  Radu Tanase, Claudio J. Tessone, and René Algesheimer: Identification of influencers through the wisdom of crowds. PLOS ONE vol. 13, pp. e0200109 (2018). [pdf] [link]

  Mario V. Tomasello, Claudio J. Tessone, and Frank Schweitzer: Quantifying knowledge exchange in R&D networks: a data-driven model. Journal of Evolutionary Economics, 28: 461-493-(2018). [pdf] [link]

  Alexander Grimm, and Claudio J. Tessone. Analysing the sensitivity of nestedness detection methods. Applied Network Science, vol. 2,  pp. 37 (2017). [pdf] [link]

  Hao Liao, Manuel Sebastian Mariani, Matus Medo, Yi-Cheng Zhang, and Ming-Yang Zhou. Ranking in evolving complex networks. Physics Reports 689, 1-54 (2017). [pdf] [link]

  Ruslan Mavlyutov, Carlo Curino, Boris Asipov, and Philippe Cudré-Mauroux. Dependency-Driven Analytics: A Compass for Uncharted Data Oceans. In Proceedings of the 8th Biennial Conference on Innovative Data Systems Research (CIDR 2017). Santa Cruz, USA, 2017. [pdf]

  Julia Proskurnia, Przemyslaw Grabowicz, Ryota Kobayashi, Carlos Castillo, Philippe Cudré-Mauroux, and Karl Aberer. Predicting the Success of Online Petitions Leveraging Multidimensional Time-Series. In Proceedings of the 25th International Conference on World Wide Web (WWW 2017). Perth, Australia, 2017. [pdf]

  Alberto Tonon, Philippe Cudré-Mauroux, Albert Blarer, Vincent Lenders, and Boris Motik. ArmaTweet: Detecting Events by Semantic Tweet Analysis. In Proceedings of the Extended Semantic Web Conference (ESWC), 2017. [pdf]

  Marcin Wylot, Philipe Cudre-Maroux, Manfred Hauswirth, and Paul Groth. Storing, Tracking, and Querying Provenance Linked Data. Transactions on Knowledge and Data Engineering (TKDE), 2017. [pdf]

  Dingqi Yang, Terence Heaney, Alberto Tonon, Leye Wang, and Philippe Cudre-Mauroux. Crime Hotspot Prediction Based on Urban and Social Media Data Fusion. World Wide Web Journal (WWWJ), 2017. [pdf]

  Linyuan Lü, Liming Pan, Tao Zhou, Yi-Cheng Zhang, and H. Eugene Stanley. Toward link predictability of complex networks. Proceedings of the National Academy of Sciences 112(8) 2325-2330 [pdf] [link]

  Berno Buechel, Tim Hellmann, and Stefan Klössner. Opinion dynamics and wisdom under conformity. Journal of Economic Dynamics and Control, 52(C): 240–257, 2015. [pdf] [link][Video]

  Berno Buechel and Nils Roehl. Robust equilibria in location games. European Journal of Operational Research, 240(2): 505–517, 2015. [pdf] [link]

  Berno Buechel, Tim Hellmann, and Michael M. Pichler. The dynamics of continuous cultural traits in social networks. Journal of Economic Theory, 154(C): 274–309, 2014. [pdf] [link]

  Berno Buechel. Condorcet winners on median spaces. Social Choice and Welfare, 42(3): 735–750, 2014. [pdf] [link]

  David Garcia, Claudio J. Tessone, Pavlin Mavrodiev, and Nicolas Perony. The digital traces of bubbles: feedback cycles between socio-economic signals in the Bitcoin economy. Journal of the Royal Socierty: Interface, vol. 11, pp. 20140623, 2014. [pdf] [link]

  Berno Buechel and Vincent Buskens. The dynamics of closeness and betweenness. The Journal of Mathematical Sociology, 37(3): 159–191, 2013. [pdf] [link]

  Berno Buechel and Tim Hellmann. Under-connected and over-connected networks: the role of externalities in strategic network formation. Review of Economic Design, 16(1): 71–87, 2012. [pdf] [link][Video]

  Matus Medo, Giulio Cimini, and Stanislao Gualdi. Temporal effects in the growth of networks. Physical review letters, 107(23), 238701(2011) [pdf] [link]

   

• Books

  Zhang, Y-C., (2020). Matchmakers and Markets: The Revolutionary Role of Information in the Economy. Oxford Scholarship Online. Link

   

  Huber, Martin, (2023). Causal Analysis: Impact Evaluation and Causal Machine Learning with Applications in R. MIT Press.Link to MIT Press

  Link to the open access version