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2020 – today
- 2024
[j9]Zachary Yang
, Nicolas Grenon-Godbout, Reihaneh Rabbany:
Game On, Hate Off: A Study of Toxicity in Online Multiplayer Environments. Games Res. Pract. 2(2): 14:1-14:13 (2024)- [j8]Shenyang Huang, Samy Coulombe, Yasmeen Hitti, Reihaneh Rabbany, Guillaume Rabusseau:
Laplacian Change Point Detection for Single and Multi-view Dynamic Graphs. ACM Trans. Knowl. Discov. Data 18(3): 63:1-63:32 (2024) - [c39]Pratheeksha Nair, Javin Liu, Catalina Vajiac, Andreas M. Olligschlaeger, Duen Horng Chau, Mirela T. Cazzolato, Cara Jones, Christos Faloutsos, Reihaneh Rabbany:
T-NET: Weakly Supervised Graph Learning for Combatting Human Trafficking. AAAI 2024: 22276-22284 - [c38]Dominique Beaini, Shenyang Huang, Joao Alex Cunha, Zhiyi Li, Gabriela Moisescu-Pareja, Oleksandr Dymov, Samuel Maddrell-Mander, Callum McLean, Frederik Wenkel, Luis Müller, Jama Hussein Mohamud, Ali Parviz, Michael Craig, Michal Koziarski, Jiarui Lu, Zhaocheng Zhu, Cristian Gabellini, Kerstin Klaser, Josef Dean, Cas Wognum, Maciej Sypetkowski, Guillaume Rabusseau, Reihaneh Rabbany, Jian Tang, Christopher Morris, Mirco Ravanelli, Guy Wolf, Prudencio Tossou, Hadrien Mary, Therence Bois, Andrew W. Fitzgibbon, Blazej Banaszewski, Chad Martin, Dominic Masters:
Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets. ICLR 2024 - [c37]Kellin Pelrine, Anne Imouza, Zachary Yang, Jacob-Junqi Tian, Sacha Lévy, Gabrielle Desrosiers-Brisebois, Aarash Feizi, Cécile Amadoro, André Blais, Jean-François Godbout, Reihaneh Rabbany:
Party Prediction for Twitter. ICWSM 2024: 1174-1192 - [c36]Razieh Shirzadkhani, Shenyang Huang, Elahe Kooshafar, Reihaneh Rabbany, Farimah Poursafaei:
Temporal Graph Analysis with TGX. WSDM 2024: 1086-1089 - [i35]Yury Orlovskiy, Camille Thibault, Anne Imouza, Jean-François Godbout, Reihaneh Rabbany, Kellin Pelrine:
Uncertainty Resolution in Misinformation Detection. CoRR abs/2401.01197 (2024) - [i34]Aarash Feizi, Randall Balestriero, Adriana Romero-Soriano, Reihaneh Rabbany:
GPS-SSL: Guided Positive Sampling to Inject Prior Into Self-Supervised Learning. CoRR abs/2401.01990 (2024) - [i33]Tyler Vergho, Jean-François Godbout, Reihaneh Rabbany, Kellin Pelrine:
Comparing GPT-4 and Open-Source Language Models in Misinformation Mitigation. CoRR abs/2401.06920 (2024) - [i32]Mauricio Rivera, Jean-François Godbout, Reihaneh Rabbany, Kellin Pelrine:
Combining Confidence Elicitation and Sample-based Methods for Uncertainty Quantification in Misinformation Mitigation. CoRR abs/2401.08694 (2024) - [i31]Razieh Shirzadkhani, Shenyang Huang, Elahe Kooshafar, Reihaneh Rabbany, Farimah Poursafaei:
Temporal Graph Analysis with TGX. CoRR abs/2402.03651 (2024) - [i30]Julia Gastinger, Shenyang Huang, Mikhail Galkin, Erfan Loghmani, Ali Parviz, Farimah Poursafaei, Jacob Danovitch, Emanuele Rossi, Ioannis Koutis, Heiner Stuckenschmidt, Reihaneh Rabbany, Guillaume Rabusseau:
TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs. CoRR abs/2406.09639 (2024) - [i29]Razieh Shirzadkhani, Tran Gia Bao Ngo, Kiarash Shamsi, Shenyang Huang, Farimah Poursafaei, Poupak Azad, Reihaneh Rabbany, Baris Coskunuzer, Guillaume Rabusseau, Cuneyt Gurcan Akcora:
Towards Neural Scaling Laws for Foundation Models on Temporal Graphs. CoRR abs/2406.10426 (2024) - [i28]Zachary Yang, Anne Imouza, Maximilian Puelma Touzel, Cécile Amadoro, Gabrielle Desrosiers-Brisebois, Kellin Pelrine, Sacha Levy, Jean-François Godbout, Reihaneh Rabbany:
Regional and Temporal Patterns of Partisan Polarization during the COVID-19 Pandemic in the United States and Canada. CoRR abs/2407.02807 (2024) - [i27]Shenyang Huang, Farimah Poursafaei, Reihaneh Rabbany, Guillaume Rabusseau, Emanuele Rossi:
UTG: Towards a Unified View of Snapshot and Event Based Models for Temporal Graphs. CoRR abs/2407.12269 (2024) - [i26]Jacob-Junqi Tian, Hao Yu, Yury Orlovskiy, Tyler Vergho, Mauricio Rivera, Mayank Goel, Zachary Yang, Jean-François Godbout, Reihaneh Rabbany, Kellin Pelrine:
Web Retrieval Agents for Evidence-Based Misinformation Detection. CoRR abs/2409.00009 (2024) - [i25]Tom Gibbs, Ethan Kosak-Hine, George Ingebretsen, Jason Zhang, Julius Broomfield, Sara Pieri, Reihaneh Iranmanesh, Reihaneh Rabbany, Kellin Pelrine:
Emerging Vulnerabilities in Frontier Models: Multi-Turn Jailbreak Attacks. CoRR abs/2409.00137 (2024) - [i24]Maximilian Puelma Touzel, Sneheel Sarangi, Austin Welch, Gayatri Krishnakumar, Dan Zhao, Zachary Yang, Hao Yu, Ethan Kosak-Hine, Tom Gibbs, Andreea Musulan, Camille Thibault, Busra Tugce Gurbuz, Reihaneh Rabbany, Jean-François Godbout, Kellin Pelrine:
A Simulation System Towards Solving Societal-Scale Manipulation. CoRR abs/2410.13915 (2024) - [i23]Shahrad Mohammadzadeh, Juan David Guerra, Marco Bonizzato, Reihaneh Rabbany, Golnoosh Farnadi:
Hallucination Detox: Sensitive Neuron Dropout (SeND) for Large Language Model Training. CoRR abs/2410.15460 (2024) - 2023
- [j7]Catalina Vajiac, Meng-Chieh Lee, Aayushi Kulshrestha, Sacha Levy, Namyong Park, Andreas M. Olligschlaeger, Cara Jones, Reihaneh Rabbany, Christos Faloutsos:
DeltaShield: Information Theory for Human- Trafficking Detection. ACM Trans. Knowl. Discov. Data 17(2): 28:1-28:27 (2023) - [j6]Catalina Vajiac, Duen Horng Chau, Andreas M. Olligschlaeger, Rebecca Mackenzie, Pratheeksha Nair, Meng-Chieh Lee, Yifei Li, Namyong Park, Reihaneh Rabbany, Christos Faloutsos:
TrafficVis: Visualizing Organized Activity and Spatio-Temporal Patterns for Detecting and Labeling Human Trafficking. IEEE Trans. Vis. Comput. Graph. 29(1): 53-62 (2023) - [c35]Javin Liu, Hao Yu, Vidya Sujaya, Pratheeksha Nair, Kellin Pelrine, Reihaneh Rabbany:
SWEET - Weakly Supervised Person Name Extraction for Fighting Human Trafficking. EMNLP (Findings) 2023: 3355-3367 - [c34]Kellin Pelrine, Anne Imouza, Camille Thibault, Meilina Reksoprodjo, Caleb Gupta, Joel Christoph, Jean-François Godbout, Reihaneh Rabbany:
Towards Reliable Misinformation Mitigation: Generalization, Uncertainty, and GPT-4. EMNLP 2023: 6399-6429 - [c33]Zachary Yang, Nicolas Grenon-Godbout, Reihaneh Rabbany:
Towards Detecting Contextual Real-Time Toxicity for In-Game Chat. EMNLP (Findings) 2023: 9894-9906 - [c32]Farimah Poursafaei, Reihaneh Rabbany:
Exhaustive Evaluation of Dynamic Link Prediction. ICDM (Workshops) 2023: 1121-1130 - [c31]Shenyang Huang, Farimah Poursafaei, Jacob Danovitch, Matthias Fey, Weihua Hu, Emanuele Rossi, Jure Leskovec, Michael M. Bronstein, Guillaume Rabusseau, Reihaneh Rabbany:
Temporal Graph Benchmark for Machine Learning on Temporal Graphs. NeurIPS 2023 - [c30]Shenyang Huang, Jacob Danovitch, Guillaume Rabusseau, Reihaneh Rabbany:
Fast and Attributed Change Detection on Dynamic Graphs with Density of States. PAKDD (1) 2023: 15-26 - [c29]Maricarmen Arenas, Pratheeksha Nair, Reihaneh Rabbany, Golnoosh Farnadi:
Social Media as a Vector for Escort Ads: A Study on OnlyFans advertisements on Twitter. WebSci 2023: 260-270 - [c28]Sacha Lévy, Reihaneh Rabbany:
DisKeyword: Tweet Corpora Exploration for Keyword Selection. WSDM 2023: 1136-1139 - [e1]Amílcar Soares, Farhana H. Zulkernine, Renata Dividino, Reihaneh Rabbany, Qiang Ye, David Beach, Karim Ali:
36th Canadian Conference on Artificial Intelligence, Canadian AI, CANAI 2023, Montreal, Canada, June 5-9, 2023, Proceedings. Canadian Artificial Intelligence Association 2023 [contents] - [i22]Shenyang Huang, Samy Coulombe, Yasmeen Hitti, Reihaneh Rabbany, Guillaume Rabusseau:
Laplacian Change Point Detection for Single and Multi-view Dynamic Graphs. CoRR abs/2302.01204 (2023) - [i21]Shenyang Huang, Jacob Danovitch, Guillaume Rabusseau, Reihaneh Rabbany:
Fast and Attributed Change Detection on Dynamic Graphs with Density of States. CoRR abs/2305.08750 (2023) - [i20]Zachary Yang, Yasmine Maricar, MohammadReza Davari, Nicolas Grenon-Godbout, Reihaneh Rabbany:
ToxBuster: In-game Chat Toxicity Buster with BERT. CoRR abs/2305.12542 (2023) - [i19]Kellin Pelrine, Meilina Reksoprodjo, Caleb Gupta, Joel Christoph, Reihaneh Rabbany:
Towards Reliable Misinformation Mitigation: Generalization, Uncertainty, and GPT-4. CoRR abs/2305.14928 (2023) - [i18]Shenyang Huang, Farimah Poursafaei, Jacob Danovitch, Matthias Fey, Weihua Hu, Emanuele Rossi, Jure Leskovec, Michael M. Bronstein, Guillaume Rabusseau, Reihaneh Rabbany:
Temporal Graph Benchmark for Machine Learning on Temporal Graphs. CoRR abs/2307.01026 (2023) - [i17]Hao Yu, Zachary Yang, Kellin Pelrine, Jean-François Godbout, Reihaneh Rabbany:
Open, Closed, or Small Language Models for Text Classification? CoRR abs/2308.10092 (2023) - [i16]Kellin Pelrine, Anne Imouza, Zachary Yang, Jacob-Junqi Tian, Sacha Lévy, Gabrielle Desrosiers-Brisebois, Aarash Feizi, Cécile Amadoro, André Blais, Jean-François Godbout, Reihaneh Rabbany:
Party Prediction for Twitter. CoRR abs/2308.13699 (2023) - [i15]Dominique Beaini, Shenyang Huang, Joao Alex Cunha, Zhiyi Li, Gabriela Moisescu-Pareja, Oleksandr Dymov, Samuel Maddrell-Mander, Callum McLean, Frederik Wenkel, Luis Müller, Jama Hussein Mohamud, Ali Parviz, Michael Craig, Michal Koziarski, Jiarui Lu, Zhaocheng Zhu, Cristian Gabellini, Kerstin Klaser, Josef Dean, Cas Wognum, Maciej Sypetkowski, Guillaume Rabusseau, Reihaneh Rabbany, Jian Tang, Christopher Morris, Ioannis Koutis, Mirco Ravanelli, Guy Wolf, Prudencio Tossou, Hadrien Mary, Therence Bois, Andrew W. Fitzgibbon, Blazej Banaszewski, Chad Martin, Dominic Masters:
Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets. CoRR abs/2310.04292 (2023) - [i14]Zachary Yang, Nicolas Grenon-Godbout, Reihaneh Rabbany:
Towards Detecting Contextual Real-Time Toxicity for In-Game Chat. CoRR abs/2310.18330 (2023) - 2022
- [c27]Yifei Li, Pratheeksha Nair, Kellin Pelrine, Reihaneh Rabbany:
Extracting Person Names from User Generated Text: Named-Entity Recognition for Combating Human Trafficking. ACL (Findings) 2022: 2854-2868 - [c26]Sacha Lévy, Farimah Poursafaei, Kellin Pelrine, Reihaneh Rabbany:
Active Keyword Selection to Track Evolving Topics on Twitter. ICDM (Workshops) 2022: 507-516 - [c25]Farimah Poursafaei, Shenyang Huang, Kellin Pelrine, Reihaneh Rabbany:
Towards Better Evaluation for Dynamic Link Prediction. NeurIPS 2022 - [c24]Farimah Poursafaei, Zeljko Zilic, Reihaneh Rabbany:
A Strong Node Classification Baseline for Temporal Graphs. SDM 2022: 648-656 - [c23]Pratheeksha Nair, Yifei Li, Catalina Vajiac, Andreas M. Olligschlaeger, Meng-Chieh Lee, Namyong Park, Duen Horng Chau, Christos Faloutsos, Reihaneh Rabbany:
VisPaD: Visualization and Pattern Discovery for Fighting Human Trafficking. WWW (Companion Volume) 2022: 273-277 - [i13]Farimah Poursafaei, Shenyang Huang, Kellin Pelrine, Reihaneh Rabbany:
Towards Better Evaluation for Dynamic Link Prediction. CoRR abs/2207.10128 (2022) - [i12]Aarash Feizi, Arantxa Casanova, Adriana Romero-Soriano, Reihaneh Rabbany:
Revisiting Hotels-50K and Hotel-ID. CoRR abs/2207.10200 (2022) - [i11]Sacha Lévy, Farimah Poursafaei, Kellin Pelrine, Reihaneh Rabbany:
Active Keyword Selection to Track Evolving Topics on Twitter. CoRR abs/2209.11135 (2022) - 2021
- [j5]Xiaoye Ding, Shenyang Huang, Abby Leung, Reihaneh Rabbany:
Incorporating dynamic flight network in SEIR to model mobility between populations. Appl. Netw. Sci. 6(1): 42 (2021) - [c22]Meng-Chieh Lee, Catalina Vajiac, Aayushi Kulshrestha, Sacha Levy, Namyong Park, Cara Jones, Reihaneh Rabbany, Christos Faloutsos:
INFOSHIELD: Generalizable Information-Theoretic Human-Trafficking Detection. ICDE 2021: 1116-1127 - [c21]Zachary Yang, Anne Imouza, Kellin Pelrine, Sacha Levy, Jiewen Liu, Gabrielle Desrosiers-Brisebois, Jean-François Godbout, André Blais, Reihaneh Rabbany:
Online Partisan Polarization of COVID-19. ICDM (Workshops) 2021: 893-901 - [c20]Farimah Poursafaei, Reihaneh Rabbany, Zeljko Zilic:
SigTran: Signature Vectors for Detecting Illicit Activities in Blockchain Transaction Networks. PAKDD (1) 2021: 27-39 - [c19]Liheng Ma, Reihaneh Rabbany, Adriana Romero-Soriano:
Graph Attention Networks with Positional Embeddings. PAKDD (1) 2021: 514-527 - [c18]Kellin Pelrine, Jacob Danovitch, Reihaneh Rabbany:
The Surprising Performance of Simple Baselines for Misinformation Detection. WWW 2021: 3432-3441 - [i10]Kellin Pelrine, Jacob Danovitch, Reihaneh Rabbany:
The Surprising Performance of Simple Baselines for Misinformation Detection. CoRR abs/2104.06952 (2021) - [i9]Liheng Ma, Reihaneh Rabbany, Adriana Romero-Soriano:
Graph Attention Networks with Positional Embeddings. CoRR abs/2105.04037 (2021) - 2020
- [c17]Kellin Pelrine, Jacob Danovitch, Albert Orozco Camacho, Reihaneh Rabbany:
ComplexDataLab at W-NUT 2020 Task 2: Detecting Informative COVID-19 Tweets by Attending over Linked Documents. W-NUT@EMNLP 2020: 434-439 - [c16]Shenyang Huang, Yasmeen Hitti, Guillaume Rabusseau, Reihaneh Rabbany:
Laplacian Change Point Detection for Dynamic Graphs. KDD 2020: 349-358 - [i8]Shenyang Huang, Yasmeen Hitti, Guillaume Rabusseau, Reihaneh Rabbany:
Laplacian Change Point Detection for Dynamic Graphs. CoRR abs/2007.01229 (2020) - [i7]Xiaoye Ding, Shenyang Huang, Abby Leung, Reihaneh Rabbany:
Incorporating Dynamic Flight Network in SEIR to Model Mobility between Populations. CoRR abs/2010.01408 (2020) - [i6]Abby Leung, Xiaoye Ding, Shenyang Huang, Reihaneh Rabbany:
Contact Graph Epidemic Modelling of COVID-19 for Transmission and Intervention Strategies. CoRR abs/2010.03081 (2020)
2010 – 2019
- 2019
- [i5]Junhao Wang, Renhao Wang, Aayushi Kulshrestha, Reihaneh Rabbany:
Anomaly Detection with Joint Representation Learning of Content and Connection. CoRR abs/1906.12328 (2019) - [i4]Junhao Wang, Sacha Levy, Ren Wang, Aayushi Kulshrestha, Reihaneh Rabbany:
SGP: Spotting Groups Polluting the Online Political Discourse. CoRR abs/1910.07130 (2019) - 2018
- [c15]Reihaneh Rabbany, David Bayani, Artur Dubrawski:
Active Search of Connections for Case Building and Combating Human Trafficking. KDD 2018: 2120-2129 - [c14]Dhivya Eswaran, Reihaneh Rabbany, Artur W. Dubrawski, Christos Faloutsos:
Social-Affiliation Networks: Patterns and the SOAR Model. ECML/PKDD (2) 2018: 105-121 - [r2]Reihaneh Rabbany, Mansoureh Takaffoli, Justin Fagnan, Osmar R. Zaïane, Ricardo J. G. B. Campello:
Relative Validity Criteria for Community Mining Algorithms. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018 - [i3]Justin Fagnan, Afra Abnar, Reihaneh Rabbany, Osmar R. Zaïane:
Modular Networks for Validating Community Detection Algorithms. CoRR abs/1801.01229 (2018) - 2017
- [c13]Reihaneh Rabbany, Osmar R. Zaïane:
A General Clustering Agreement Index: For Comparing Disjoint and Overlapping Clusters. AAAI 2017: 2492-2498 - [c12]Reihaneh Rabbany, Dhivya Eswaran, Artur W. Dubrawski, Christos Faloutsos:
Beyond Assortativity: Proclivity Index for Attributed Networks (ProNe). PAKDD (1) 2017: 225-237 - 2015
- [j4]Reihaneh Rabbany, Osmar R. Zaïane:
Generalization of clustering agreements and distances for overlapping clusters and network communities. Data Min. Knowl. Discov. 29(5): 1458-1485 (2015) - [j3]Afra Abnar, Mansoureh Takaffoli, Reihaneh Rabbany, Osmar R. Zaïane:
SSRM: structural social role mining for dynamic social networks. Soc. Netw. Anal. Min. 5(1): 56:1-56:18 (2015) - [c11]Reihaneh Rabbany, Osmar R. Zaïane:
Evaluation of Community Mining Algorithms in the Presence of Attributes. PAKDD Workshops 2015: 152-163 - 2014
- [c10]Justin Fagnan, Reihaneh Rabbany, Mansoureh Takaffoli, Eric Verbeek, Osmar R. Zaïane:
Community Dynamics: Event and Role Analysis in Social Network Analysis. ADMA 2014: 85-97 - [c9]Mansoureh Takaffoli, Reihaneh Rabbany, Osmar R. Zaïane:
Community evolution prediction in dynamic social networks. ASONAM 2014: 9-16 - [c8]Afra Abnar, Mansoureh Takaffoli, Reihaneh Rabbany, Osmar R. Zaïane:
SSRM: Structural social role mining for dynamic social networks. ASONAM 2014: 289-296 - [c7]Siamak Ravanbakhsh, Reihaneh Rabbany, Russell Greiner:
Augmentative Message Passing for Traveling Salesman Problem and Graph Partitioning. NIPS 2014: 289-297 - [r1]Reihaneh Rabbany, Mansoureh Takaffoli, Justin Fagnan, Osmar R. Zaïane, Ricardo J. G. B. Campello:
Relative Validity Criteria for Community Mining Algorithms. Encyclopedia of Social Network Analysis and Mining 2014: 1562-1576 - [i2]Siamak Ravanbakhsh, Reihaneh Rabbany, Russell Greiner:
Augmentative Message Passing for Traveling Salesman Problem and Graph Partitioning. CoRR abs/1406.0941 (2014) - [i1]Reihaneh Rabbany, Osmar R. Zaïane:
Generalization of Clustering Agreements and Distances for Overlapping Clusters and Network Communities. CoRR abs/1412.2601 (2014) - 2013
- [j2]Reihaneh Rabbany, Mansoureh Takaffoli, Justin Fagnan, Osmar R. Zaïane, Ricardo J. G. B. Campello:
Communities validity: methodical evaluation of community mining algorithms. Soc. Netw. Anal. Min. 3(4): 1039-1062 (2013) - [c6]Mansoureh Takaffoli, Reihaneh Rabbany, Osmar R. Zaïane:
Incremental local community identification in dynamic social networks. ASONAM 2013: 90-94 - 2012
- [c5]Reihaneh Rabbany, Mansoureh Takaffoli, Justin Fagnan, Osmar R. Zaïane, Ricardo J. G. B. Campello:
Relative Validity Criteria for Community Mining Algorithms. ASONAM 2012: 258-265 - 2011
- [j1]Reihaneh Rabbany, Mansoureh Takaffoli, Osmar R. Zaïane:
Social network analysis and mining to support the assessment of on-line student participation. SIGKDD Explor. 13(2): 20-29 (2011) - [c4]Reihaneh Rabbany, Mansoureh Takaffoli, Osmar R. Zaïane:
Analyzing Participation of Students in Online Courses Using Social Network Analysis Techniques. EDM 2011: 21-30 - [c3]Reihaneh Rabbany Khorasgani, Osmar R. Zaïane:
A Diffusion of Innovation-Based Closeness Measure for Network Associations. ICDM Workshops 2011: 381-388 - [c2]Reihaneh Rabbany Khorasgani, Eleni Stroulia, Osmar R. Zaïane:
Web service matching for RESTful web services. WSE 2011: 115-124 - 2010
- [c1]Jiyang Chen, Justin Fagnan, Randy Goebel, Reihaneh Rabbany, Farzad Sangi, Mansoureh Takaffoli, Eric Verbeek, Osmar R. Zaïane:
Meerkat: Community Mining with Dynamic Social Networks. ICDM Workshops 2010: 1377-1380
Coauthor Index
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