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Talal Rahwan

Associate Professor of Computer Science

    20042025

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    • 2025

      APT-LLM: Embedding-Based Anomaly Detection of Cyber Advanced Persistent Threats Using Large Language Models

      Benabderrahmane, S., Valtchev, P., Cheney, J. & Rahwan, T., 2025, ISDFS 2025 - 13th International Symposium on Digital Forensics and Security. Institute of Electrical and Electronics Engineers Inc., (ISDFS 2025 - 13th International Symposium on Digital Forensics and Security).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • 2021

      Attacking Similarity-Based Sign Prediction

      Godziszewski, M. T., Michalak, T. P., Waniek, M., Rahwan, T., Zhou, K. & Zhu, Y., 2021, Proceedings - 21st IEEE International Conference on Data Mining, ICDM 2021. Bailey, J., Miettinen, P., Koh, Y. S., Tao, D. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1072-1077 6 p. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2021-December).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • Strategic evasion of centrality measures

      Waniek, M., Woznica, J., Zhou, K., Vorobeychik, Y., Rahwan, T. & Michalak, T. P., 2021, 20th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2021. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1377-1385 9 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 3).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • 2020

      Hiding in multilayer networks

      Waniek, M., Michalak, T. P. & Rahwan, T., 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. AAAI press, p. 1021-1028 8 p. (AAAI 2020 - 34th AAAI Conference on Artificial Intelligence).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • The manipulability of centrality measures -an axiomatic approach

      Wąs, T., Waniek, M., Rahwan, T. & Michalak, T., 2020, Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2020. An, B., El Fallah Seghrouchni, A. & Sukthankar, G. (eds.). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1467-1475 9 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 2020-May).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • 2019

      Attacking Similarity-Based Link Prediction in Social Networks

      Rahwan, T., Waniek, M., Michalak, T. P., Vorobeychik, Y. & Zhou, K., 2019, Proceedings of the 18th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS). Montreal, Canada, p. 305-313

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • Random Walk Decay Centrality

      Rahwan, T., Wąs, T. & Skibski, O., 2019, AAAI Conference on Artificial Intelligence. Honolulu, Hawaii, p. 2197-2204

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • 2018

      Correlation Analysis of Popularity and Interoperability in Open Source Projects

      Al Shamsi, F., Bamatraf, S., Rahwan, T., Aung, Z. & Svetinovic, D., Jul 2 2018, Proceedings of the 2018 13th International Conference on Innovations in Information Technology, IIT 2018. Institute of Electrical and Electronics Engineers Inc., p. 181-186 6 p. 8605970. (Proceedings of the 2018 13th International Conference on Innovations in Information Technology, IIT 2018).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • How AI wins friends and influences people in repeated games with cheap talk

      Oudah, M., Rahwan, T., Crandall, T. & Crandall, J. W., 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 1519-1526 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • Quantifying algorithmic improvements over time

      Kotthoff, L., Fréchette, A., Michalak, T., Rahwan, T., Hoos, H. H. & Leyton-Brown, K., 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, p. 5165-5171 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2018-July).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      Open Access
    • 2017

      On the construction of covert networks

      Waniek, M., Rahwan, T., Michalak, T. P. & Wooldridge, M., 2017, 16th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2017. Durfee, E., Winikoff, M., Larson, K. & Das, S. (eds.). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1341-1349 9 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 3).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • Systems security requirements analysis for M-Government transformation

      Shamsi, F. A., Bamatraf, S., Rahwan, T., Aung, Z. & Svetinovic, D., Dec 8 2017, ICAT 2017 - 26th International Conference on Information, Communication and Automation Technologies, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p. (ICAT 2017 - 26th International Conference on Information, Communication and Automation Technologies, Proceedings; vol. 2017-December).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • 2016

      An extension of the Owen-value interaction index and its application to inter-links prediction

      Szczepański, P. L., Michalak, T. P., Rahwan, T. & Wooldridge, M., 2016, Frontiers in Artificial Intelligence and Applications. Kaminka, G. A., Fox, M., Bouquet, P., Hullermeier, E., Dignum, V., Dignum, F. & van Harmelen, F. (eds.). IOS Press BV, p. 90-98 9 p. (Frontiers in Artificial Intelligence and Applications; vol. 285).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • Attachment centrality: An axiomatic approach to connectivity in networks

      Skibski, O., Rahwan, T., Michalak, T. P. & Yokoo, M., 2016, AAMAS 2016 - Proceedings of the 2016 International Conference on Autonomous Agents and Multiagent Systems. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 168-176 9 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • Closeness centrality for networks with overlapping community structure

      Tarkowski, M. K., Szczepański, P., Rahwan, T., Michalak, T. P. & Wooldridge, M., 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI press, p. 622-629 8 p. (30th AAAI Conference on Artificial Intelligence, AAAI 2016).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • Non-utilitarian coalition structure generation

      Skibski, O., Michalewski, H., Nagórko, A., Michalak, T. P., Dowell, A., Rahwan, T. & Wooldridge, M., 2016, Frontiers in Artificial Intelligence and Applications. Kaminka, G. A., Dignum, F., Hullermeier, E., Bouquet, P., Dignum, V., Fox, M. & van Harmelen, F. (eds.). IOS Press, p. 1738-1739 2 p. (Frontiers in Artificial Intelligence and Applications; vol. 285).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • Using the shapley value to analyze algorithm portfolios

      Kevin, L. B., Fŕechette, A., Kotthoff, L., Michalak, T., Rahwan, T. & Hoos, H. H., 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI press, p. 3397-3403 7 p. (30th AAAI Conference on Artificial Intelligence, AAAI 2016).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • 2015

      Spiteful bidding in the dollar auction

      Waniek, M., Niescieruk, A., Michalak, T. & Rahwan, T., 2015, IJCAI 2015 - Proceedings of the 24th International Joint Conference on Artificial Intelligence. Wooldridge, M. & Yang, Q. (eds.). International Joint Conferences on Artificial Intelligence, p. 667-673 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2015-January).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • Spiteful bidding in the dollar auction

      Waniek, M., Nies̈cieruk, A., Michalak, T. & Rahwan, T., 2015, AAMAS 2015 - Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems. Bordini, R. H., Yolum, P., Elkind, E. & Weiss, G. (eds.). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1893-1894 2 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 3).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • The game-theoretic interaction index on social networks with applications to link prediction and community detection

      Szczepański, P. L., Barcz, A., Michalak, T. P. & Rahwan, T., 2015, IJCAI 2015 - Proceedings of the 24th International Joint Conference on Artificial Intelligence. Wooldridge, M. & Yang, Q. (eds.). International Joint Conferences on Artificial Intelligence, p. 638-644 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2015-January).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • 2014

      Algorithms for the shapley and myerson values in graph-restricted games

      Skibski, O., Michalak, T. P., Rahwan, T. & Wooldridge, M., 2014, 13th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2014. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 197-204 8 p. (13th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2014; vol. 1).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • Coalition Structure Generation with the graphics processing unit

      Pawłowski, K., Kurach, K., Svensson, K., Ramchurn, S., Michalak, T. P. & Rahwan, T., 2014, 13th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2014. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 293-300 8 p. (13th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2014; vol. 1).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • 2013

      An efficient vector-based representation for coalitional games

      Tran-Thanh, L., Nguyen, T. D., Rahwan, T., Rogers, A. & Jennings, N. R., 2013, IJCAI 2013 - Proceedings of the 23rd International Joint Conference on Artificial Intelligence. p. 383-389 7 p. (IJCAI International Joint Conference on Artificial Intelligence).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • Coalitional games via network flows

      Rahwan, T., Nguyen, T. D., Michalak, T. P., Polukarov, M., Croitoru, M. & Jennings, N. R., 2013, IJCAI 2013 - Proceedings of the 23rd International Joint Conference on Artificial Intelligence. p. 324-331 8 p. (IJCAI International Joint Conference on Artificial Intelligence).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • Computational analysis of connectivity games with applications to the investigation of terrorist networks

      Michalak, T. P., Rahwan, T., Jennings, N. R., Szczepański, P. L., Skibski, O., Narayanam, R. & Wooldridge, M. J., 2013, IJCAI 2013 - Proceedings of the 23rd International Joint Conference on Artificial Intelligence. p. 293-301 9 p. (IJCAI International Joint Conference on Artificial Intelligence).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • 2012

      A hybrid algorithm for coalition structure generation

      Rahwan, T., Michalak, T. & Jennings, N. R., 2012, AAAI-12 / IAAI-12 - Proceedings of the 26th AAAI Conference on Artificial Intelligence and the 24th Innovative Applications of Artificial Intelligence Conference. p. 1443-1449 7 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 2).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • An anytime algorithm for finding the e-core in nontransferable utility coalitional games

      Hines, G., Rahwan, T. & Jennings, N. R., 2012, ECAI 2012 - 20th European Conference on Artificial Intelligence, 27-31 August 2012, Montpellier, France - Including Prestigious Applications of Artificial Intelligence (PAIS-2012) System Demonstration. IOS Press BV, p. 414-419 6 p. (Frontiers in Artificial Intelligence and Applications; vol. 242).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • 2011

      Constrained coalition formation

      Rahwan, T., Michalak, T., Elkind, E., Faliszewski, P., Sroka, J., Wooldridge, M. & Jennings, N. R., 2011, AAAI-11 / IAAI-11 - Proceedings of the 25th AAAI Conference on Artificial Intelligence and the 23rd Innovative Applications of Artificial Intelligence Conference. p. 719-725 7 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 1).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • Constrained Coalition Formation

      Rahwan, T., Michalak, T., Elkind, E., Faliszewski, P., Sroka, J., Wooldridge, M. & Jennings, N. R., Aug 11 2011, Proceedings of the 25th AAAI Conference on Artificial Intelligence, AAAI 2011. AAAI press, p. 719-725 7 p. (Proceedings of the 25th AAAI Conference on Artificial Intelligence, AAAI 2011).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • Minimum search to establish worst-case guarantees in coalition structure generation

      Rahwan, T., Michalak, T. & Jennings, N. R., 2011, IJCAI 2011 - 22nd International Joint Conference on Artificial Intelligence. p. 338-342 5 p. (IJCAI International Joint Conference on Artificial Intelligence).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • 2010

      A distributed algorithm for anytime coalition structure generation

      Michalak, T., Sroka, J., Rahwan, T., Wooldridge, M., McBurney, P. & Jennings, N. R., 2010, 9th International Joint Conference on Autonomous Agents and Multiagent Systems 2010, AAMAS 2010. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1007-1014 8 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 2).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • A logic-based representation for coalitional games with externalities

      Michalak, T., Marciniak, D., Szamotulski, M., Rahwan, T., Wooldridge, M., McBurney, P. & Jennings, N. R., 2010, 9th International Joint Conference on Autonomous Agents and Multiagent Systems 2010, AAMAS 2010. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 125-132 8 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 1).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • A network flow approach to coalitional games

      Rahwan, T., Michalak, T., Croitoru, M., Sroka, J. & Jennings, N. R., 2010, ECAI 2010. IOS Press, p. 1017-1018 2 p. (Frontiers in Artificial Intelligence and Applications; vol. 215).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • Computational aspects of extending the shapley value to coalitional games with externalities

      Michalak, T., Rahwan, T., Marciniak, D., Szamotulski, M. & Jennings, N. R., 2010, ECAI 2010. IOS Press, p. 197-202 6 p. (Frontiers in Artificial Intelligence and Applications; vol. 215).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • 2009

      Coalition structure generation in multi-agent systems with positive and negative externalities

      Rahwan, T., Michalak, T., Jennings, N. R., Wooldridge, M. & McBurney, P., 2009, IJCAI-09 - Proceedings of the 21st International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence, p. 257-263 7 p. (IJCAI International Joint Conference on Artificial Intelligence).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • On representing coalitional games with externalities

      Michalak, T. P., Rahwan, T., Sroka, J., Dowell, A., Wooldridge, M. J., McBurney, P. J. & Jennings, N. R., 2009, EC'09 - Proceedings of the 2009 ACM Conference on Electronic Commerce. p. 11-20 10 p. (Proceedings of the ACM Conference on Electronic Commerce).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • 2008

      An Improved Dynamic Programming algorithm for coalition structure generation

      Rahwan, T. & Jennings, N. R., 2008, 7th International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2008. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1385-1388 4 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 3).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • Coalition structure generation: Dynamic programming meets anytime optimization

      Rahwan, T. & Jennings, N. R., 2008, AAAI-08/IAAI-08 Proceedings - 23rd AAAI Conference on Artificial Intelligence and the 20th Innovative Applications of Artificial Intelligence Conference. p. 156-161 6 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 1).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • 2007

      Anytime optimal coalition structure generation

      Rahwan, T., Ramchurn, S. D., Dang, V. D., Giovannucci, A. & Jennings, N. R., 2007, AAAI-07/IAAI-07 Proceedings: 22nd AAAI Conference on Artificial Intelligence and the 19th Innovative Applications of Artificial Intelligence Conference. p. 1184-1190 7 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 2).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • 2004

      Agent-based support for mobile users using agentspeak(L)

      Rahwan, T., Rahwan, T., Rahwan, I. & Ashri, R., 2004, Agent-Oriented Information Systems - 5th International Bi-Conference Workshop, AOIS 2003, Revised Selected Papers. Giorgini, P., Henderson-Sellers, B. & Winikoff, M. (eds.). Springer Verlag, p. 45-60 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3030).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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