Reihaneh Rabbany

Nicolas Grenon-Godbout

Games Res. Pract., June, 2024

Laplacian Change Point Detection for Single and Multi-view Dynamic Graphs.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, April, 2024

Hallucination Detox: Sensitive Neuron Dropout (SeND) for Large Language Model Training.

[BibT_eX]

[DOI]

Shahrad Mohammadzadeh

CoRR, 2024

A Simulation System Towards Solving Societal-Scale Manipulation.

[BibT_eX]

[DOI]

Maximilian Puelma Touzel

CoRR, 2024

Emerging Vulnerabilities in Frontier Models: Multi-Turn Jailbreak Attacks.

[BibT_eX]

[DOI]

CoRR, 2024

Web Retrieval Agents for Evidence-Based Misinformation Detection.

[BibT_eX]

[DOI]

CoRR, 2024

UTG: Towards a Unified View of Snapshot and Event Based Models for Temporal Graphs.

[BibT_eX]

[DOI]

CoRR, 2024

Regional and Temporal Patterns of Partisan Polarization during the COVID-19 Pandemic in the United States and Canada.

[BibT_eX]

[DOI]

Gabrielle Desrosiers-Brisebois

Anne Imouza

Maximilian Puelma Touzel

Cécile Amadoro

Sacha Levy

CoRR, 2024

Towards Neural Scaling Laws for Foundation Models on Temporal Graphs.

[BibT_eX]

[DOI]

CoRR, 2024

TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs.

[BibT_eX]

[DOI]

Heiner Stuckenschmidt

Guillaume Rabusseau

CoRR, 2024

Combining Confidence Elicitation and Sample-based Methods for Uncertainty Quantification in Misinformation Mitigation.

[BibT_eX]

[DOI]

Mauricio Rivera

CoRR, 2024

Comparing GPT-4 and Open-Source Language Models in Misinformation Mitigation.

[BibT_eX]

[DOI]

Tyler Vergho

CoRR, 2024

GPS-SSL: Guided Positive Sampling to Inject Prior Into Self-Supervised Learning.

[BibT_eX]

[DOI]

Aarash Feizi

Randall Balestriero

Adriana Romero-Soriano

CoRR, 2024

Uncertainty Resolution in Misinformation Detection.

[BibT_eX]

[DOI]

Yury Orlovskiy

Camille Thibault

Anne Imouza

Gabrielle Desrosiers-Brisebois

CoRR, 2024

Temporal Graph Analysis with TGX.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

Party Prediction for Twitter.

[BibT_eX]

[DOI]

Aarash Feizi

Cécile Amadoro

André Blais

Proceedings of the Eighteenth International AAAI Conference on Web and Social Media, 2024

Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

T-NET: Weakly Supervised Graph Learning for Combatting Human Trafficking.

[BibT_eX]

[DOI]

Pratheeksha Nair

Javin Liu

Catalina Vajiac

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

DeltaShield: Information Theory for Human- Trafficking Detection.

[BibT_eX]

[DOI]

Cara Jones

Christos Faloutsos

ACM Trans. Knowl. Discov. Data, February, 2023

TrafficVis: Visualizing Organized Activity and Spatio-Temporal Patterns for Detecting and Labeling Human Trafficking.

[BibT_eX]

[DOI]

Catalina Vajiac

Duen Horng Chau

IEEE Trans. Vis. Comput. Graph., 2023

Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets.

[BibT_eX]

[DOI]

CoRR, 2023

Open, Closed, or Small Language Models for Text Classification?

[BibT_eX]

[DOI]

Hao Yu

CoRR, 2023

Towards Reliable Misinformation Mitigation: Generalization, Uncertainty, and GPT-4.

[BibT_eX]

[DOI]

CoRR, 2023

ToxBuster: In-game Chat Toxicity Buster with BERT.

[BibT_eX]

[DOI]

Yasmine Maricar

MohammadReza Davari

Nicolas Grenon-Godbout

CoRR, 2023

DisKeyword: Tweet Corpora Exploration for Keyword Selection.

[BibT_eX]

[DOI]

Sacha Lévy

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Social Media as a Vector for Escort Ads: A Study on OnlyFans advertisements on Twitter.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM Web Science Conference 2023, 2023

Fast and Attributed Change Detection on Dynamic Graphs with Density of States.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

Temporal Graph Benchmark for Machine Learning on Temporal Graphs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Exhaustive Evaluation of Dynamic Link Prediction.

[BibT_eX]

[DOI]

Farimah Poursafaei

Proceedings of the IEEE International Conference on Data Mining, 2023

Towards Detecting Contextual Real-Time Toxicity for In-Game Chat.

[BibT_eX]

[DOI]

Nicolas Grenon-Godbout

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Towards Reliable Misinformation Mitigation: Generalization, Uncertainty, and GPT-4.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

SWEET - Weakly Supervised Person Name Extraction for Fighting Human Trafficking.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

Revisiting Hotels-50K and Hotel-ID.

[BibT_eX]

[DOI]

Aarash Feizi

Arantxa Casanova

Adriana Romero-Soriano

CoRR, 2022

VisPaD: Visualization and Pattern Discovery for Fighting Human Trafficking.

[BibT_eX]

[DOI]

Pratheeksha Nair

Yifei Li

Catalina Vajiac

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

A Strong Node Classification Baseline for Temporal Graphs.

[BibT_eX]

[DOI]

Farimah Poursafaei

Zeljko Zilic

Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

Towards Better Evaluation for Dynamic Link Prediction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Active Keyword Selection to Track Evolving Topics on Twitter.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

Extracting Person Names from User Generated Text: Named-Entity Recognition for Combating Human Trafficking.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

Incorporating dynamic flight network in SEIR to model mobility between populations.

[BibT_eX]

[DOI]

Appl. Netw. Sci., 2021

The Surprising Performance of Simple Baselines for Misinformation Detection.

[BibT_eX]

[DOI]

Jacob Danovitch

Proceedings of the WWW '21: The Web Conference 2021, 2021

SigTran: Signature Vectors for Detecting Illicit Activities in Blockchain Transaction Networks.

[BibT_eX]

[DOI]

Farimah Poursafaei

Zeljko Zilic

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

Graph Attention Networks with Positional Embeddings.

[BibT_eX]

[DOI]

Liheng Ma

Gabrielle Desrosiers-Brisebois

Adriana Romero-Soriano

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

Online Partisan Polarization of COVID-19.

[BibT_eX]

[DOI]

André Blais

Proceedings of the 2021 International Conference on Data Mining, 2021

INFOSHIELD: Generalizable Information-Theoretic Human-Trafficking Detection.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020

Contact Graph Epidemic Modelling of COVID-19 for Transmission and Intervention Strategies.

[BibT_eX]

[DOI]

CoRR, 2020

Laplacian Change Point Detection for Dynamic Graphs.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

ComplexDataLab at W-NUT 2020 Task 2: Detecting Informative COVID-19 Tweets by Attending over Linked Documents.

[BibT_eX]

[DOI]

Jacob Danovitch

Albert Orozco Camacho

Proceedings of the Sixth Workshop on Noisy User-generated Text, 2020

2019

SGP: Spotting Groups Polluting the Online Political Discourse.

[BibT_eX]

[DOI]

CoRR, 2019

Anomaly Detection with Joint Representation Learning of Content and Connection.

[BibT_eX]

[DOI]

CoRR, 2019

2018

Relative Validity Criteria for Community Mining Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Modular Networks for Validating Community Detection Algorithms.

[BibT_eX]

[DOI]

CoRR, 2018

Social-Affiliation Networks: Patterns and the SOAR Model.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Active Search of Connections for Case Building and Combating Human Trafficking.

[BibT_eX]

[DOI]

David Bayani

Artur Dubrawski

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

2017

Beyond Assortativity: Proclivity Index for Attributed Networks (ProNe).

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

A General Clustering Agreement Index: For Comparing Disjoint and Overlapping Clusters.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2015

SSRM: structural social role mining for dynamic social networks.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2015

Generalization of clustering agreements and distances for overlapping clusters and network communities.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2015

Evaluation of Community Mining Algorithms in the Presence of Attributes.

[BibT_eX]

[DOI]

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2015

2014

Relative Validity Criteria for Community Mining Algorithms.

[BibT_eX]

[DOI]

Encyclopedia of Social Network Analysis and Mining, 2014

Augmentative Message Passing for Traveling Salesman Problem and Graph Partitioning.

[BibT_eX]

[DOI]

Siamak Ravanbakhsh

Russell Greiner

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Community evolution prediction in dynamic social networks.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

Community Dynamics: Event and Role Analysis in Social Network Analysis.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 10th International Conference, 2014

2013

Communities validity: methodical evaluation of community mining algorithms.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2013

Incremental local community identification in dynamic social networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012

Relative Validity Criteria for Community Mining Algorithms.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2012

2011

Social network analysis and mining to support the assessment of on-line student participation.

[BibT_eX]

[DOI]

Reihaneh Rabbany Khorasgani

SIGKDD Explor., 2011

Web service matching for RESTful web services.

[BibT_eX]

[DOI]

Eleni Stroulia

Reihaneh Rabbany Khorasgani

Proceedings of the 13th IEEE International Symposium on Web Systems Evolution, 2011

A Diffusion of Innovation-Based Closeness Measure for Network Associations.

[BibT_eX]

[DOI]

Proceedings of the Data Mining Workshops (ICDMW), 2011

Analyzing Participation of Students in Online Courses Using Social Network Analysis Techniques.

[BibT_eX]

[DOI]