Kostas Tsioutsiouliklis
Chief Scientist at Augment Me
Formerly:
VP of Consumer Research at Yahoo
Trends at Twitter
Contact info:
LinkedIn: linkedin.com/kostas-tsioutsiouliklis
Twitter: twitter.com/kostas - @kostas
Phd and MA in Computer Science from Princeton University
Diploma in Computer Engineering and Informatics from University of Patras, Greece
Publications:
X. Bai, X. Wu, I. Stojkovic and K. Tsioutsiouliklis. Leveraging Large Language Models for Improving Keyphrase Generation for Contextual Targeting. 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024.
S. Banerjee, C. Akkaya, F. Perez-Sorrosal, K. Tsioutsiouliklis. Hierarchical Transfer Learning for Multi-label Text Classification. Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, ACL, 2019.
P. Biyani, C. Akkaya, and K. Tsioutsiouliklis. Identifying Domain Independent Update Intents in Task Based Dialogs. Proceedings of the SIGDIAL 2018 Conference, pages 410-419, Melbourne, Australia, 12-14 July 2018.
S. Stergiou, D. Rughwani, and K. Tsioutsiouliklis. Shortcutting Label Propagation for Distributed Connected Components. The 11th ACM International Conference on Web Search and Data Mining. WSDM, 2018.
S. Banerjee and K. Tsioutsiouliklis. Relation Extraction using Multi-Encoder LSTM Network on a Distant Supervised Dataset. The 12th IEEE International Conference on Semantic Computing. ICSC, 2018.
S. Stergiou, Z. Straznickas, R. Wu, and K. Tsioutsiouliklis. Distributed Negative Sampling for Word Embeddings. Proceedings of Association for the Advancement of Artificial Intelligence. AAAI, 2017.
N. Panagiotou, C. Akkaya, K. Tsioutsiouliklis, V. Kalogeraki, D. Gunopulos. First Story Detection using Entities and Relations. 26th International Conference on Computational Linguistics. COLING, 2016.
S. Banerjee, P. Biyani, and K. Tsioutsiouliklis. Transforming Chatbot Responses to Mimic Domain-specific Linguistic Styles. Workshop on Chatbots and Conversational Agents. WOCHAT, 2016.
P. Biyani, K. Tsioutsiouliklis, and J. Blackmer. "8 Amazing Secrets for Getting More Clicks": Detecting Clickbaits in News Streams Using Article Informality. Proceedings of Association for the Advancement of Artificial Intelligence. AAAI, 2016.
S. Stergiou and K. Tsioutsiouliklis. Set Cover at Web Scale. Conference on Knowledge Discovery and Data Mining. KDD, 2015.
F.M. Zanzotto, M. Pennacchiotti, K. Tsioutsiouliklis. Linguistic Redundancy in Twitter. Proceedings of the Conference on Empirical Methods in Natural Language Processing, EMNLP, 2011.
H. Han, E. Manavoglou, H. Zha, K. Tsioutsiouliklis, C.L. Giles, Rule-based Word Clustering for Document Metadata Extraction, Proceedings of the 20th Annual ACM Symposium on Applied Computing, Special Track on Information Access and Retrieval (SAC-IAR'05), 2005.
G.W. Flake, R.E. Tarjan, K. Tsioutsiouliklis, Graph Clustering and Minimum Cut Trees, J. of Internet Mathematics.
G. Pant, K. Tsioutsiouliklis, J. Johnson, and C.L. Giles, Panorama: Extending Digital Libraries with Topical Crawlers, Proceedings of ACM/IEEE Joint Conference on Digital Libraries (JCDL 2004), Tucson, Arizona, June 7-11, 2004.
H. Han, C.L. Giles, H. Zha, C. Li, and K. Tsioutsiouliklis. Two Supervised Learning Approaches for Name Disambiguation in Author Citations, to appear in Proceedings of ACM/IEEE Joint Conference on Digital Libraries (JCDL 2004), Tucson, Arizona, June 7-11, 2004.
J. Johnson, K. Tsioutsiouliklis, C.L. Giles, Evolving Strategies for Focused Web Crawling, Proc. of the 20th International Conference on Machine Learning (ICML), Washington, DC, 2003.
M. Hindman, K. Tsioutsiouliklis, J.A. Johnson, "Googlearchy": How a Few Heavily-Linked Sites Dominate Politics on the Web, Annual Meeting of the Midwest Political Science Association, Chicago, IL, April 3-6 2003.
K. Tsioutsiouliklis, Maximum Flow Techniques for Network Clustering, PhD Thesis, Princeton University, Princeton, NJ, June 2002.
G.W. Flake, K. Tsioutsiouliklis, R.E. Tarjan, Graph Clustering Techniques based on Minimum Cut Trees, Technical Report 2002-06, NEC, Princeton, NJ, 2002.
E. Glover, K. Tsioutsiouliklis, S. Lawrence, D. Pennock, G.W. Flake, Using Web Structure for Classifying and Describing Web Pages, 11th International World Wide Web Conference, 2002.
Presentation: G.W. Flake, K. Tsioutsiouliklis, S. Lawrence, Minimum Cut Clustering, The Learning Workshop, Snowbird, Utah, April 10-13 2001.
H. Kaplan, R.E. Tarjan, K. Tsioutsiouliklis, Faster Kinetic Heaps and Their Use in Broadcast Scheduling, Proc. 12th ACM-SIAM Symposium on Discrete Algorithms, 2001.
A.V. Goldberg and K. Tsioutsiouliklis, Cut tree algorithms: an experimental study, J. Algs. 38 (2001), no. 1, 51--83.
A.V. Goldberg, K. Tsioutsiouliklis, Cut Tree Algorithms, Proc. 10th ACM-SIAM Symposium on Discrete Algorithms, 1999.
A.V. Goldberg, K. Tsioutsiouliklis, Cut Tree Algorithms, Technical Report, NEC, Princeton, NJ, October 1998.