ISI Directory
Mehrnoosh Mirtaheri
Publications
2024
Personalized Multimodal Large Language Models: A Survey
Junda Wu, Hanjia Lyu, Yu Xia, Zhehao Zhang, Joe Barrow, Ishita Kumar, Mehrnoosh Mirtaheri, Hongjie Chen, Ryan A Rossi, Franck Dernoncourt, Tong Yu, Ruiyi Zhang, Jiuxiang Gu, Nesreen K Ahmed, Yu Wang, Xiang Chen, Hanieh Deilamsalehy, Namyong Park, Sungchul Kim, Huanrui Yang, Subrata Mitra, Zhengmian Hu, Nedim Lipka, Dang Nguyen, Yue Zhao, Jiebo Luo, Julian McAuley
arXiv preprint arXiv:2412.02142, 2024
Towards Automatic Evaluation of Task-Oriented Dialogue Flows
Mehrnoosh Mirtaheri, Nikhil Varghese, Chandra Khatri, Amol Kelkar
arXiv preprint arXiv:2411.10416, 2024
Tackling Long-Tail Entities for Temporal Knowledge Graph Completion
Mehrnoosh Mirtaheri, Ryan A Rossi, Sungchul Kim, Kanak Mahadik, Tong Yu, Xiang Chen, Mohammad Rostami
Companion Proceedings of the ACM on Web Conference 2024, 497-500, 2024
2023
History repeats: Overcoming catastrophic forgetting for event-centric temporal knowledge graph completion
Mehrnoosh Mirtaheri, Mohammad Rostami, Aram Galstyan
arXiv preprint arXiv:2305.18675, 2023
Hybrid forecasting of geopolitical events†
Daniel M Benjamin, Fred Morstatter, Ali E Abbas, Andres Abeliuk, Pavel Atanasov, Stephen Bennett, Andreas Beger, Saurabh Birari, David V Budescu, Michele Catasta, Emilio Ferrara, Lucas Haravitch, Mark Himmelstein, KSM Tozammel Hossain, Yuzhong Huang, Woojeong Jin, Regina Joseph, Jure Leskovec, Akira Matsui, Mehrnoosh Mirtaheri, Xiang Ren, Gleb Satyukov, Rajiv Sethi, Amandeep Singh, Rok Sosic, Mark Steyvers, Pedro A Szekely, Michael D Ward, Aram Galstyan
AI Magazine 44 (1), 112-128, 2023
2022
StATIK: Structure and text for inductive knowledge graph completion
Elan Markowitz, Keshav Balasubramanian, Mehrnoosh Mirtaheri, Murali Annavaram, Aram Galstyan, Greg Ver Steeg
Findings of the association for computational linguistics: NAACL 2022, 604-615, 2022
2021
Relational Learning to Capture the Dynamics and Sparsity of Knowledge Graphs
Mehrnoosh Mirtaheri
Proceedings of the AAAI Conference on Artificial Intelligence 35 (18), 15724 …, 2021
Identifying and analyzing cryptocurrency manipulations in social media
Mehrnoosh Mirtaheri, Sami Abu-El-Haija, Fred Morstatter, Greg Ver Steeg, Aram Galstyan
IEEE Transactions on Computational Social Systems 8 (3), 607-617, 2021
Graph traversal with tensor functionals: A meta-algorithm for scalable learning
Elan Markowitz*, Keshav Balasubramanian*, Mehrnoosh Mirtaheri*, Sami* Abu-El-Haija, Bryan Perozzi, Greg Ver Steeg, Aram Galstyan
arXiv preprint arXiv:2102.04350, 2021
2020
One-shot learning for temporal knowledge graphs
Mehrnoosh Mirtaheri, Mohammad Rostami, Xiang Ren, Fred Morstatter, Aram Galstyan
arXiv preprint arXiv:2010.12144, 2020
2019
Tensor-based method for temporal geopolitical event forecasting
Mehrnoosh Mirtaheri, Sami Abu-El-Haija, Tozammel Hossain
ICML Workshop on Learning and Reasoning with Graph-Structured Data, 2019
SAGE: A hybrid geopolitical event forecasting system
Fred Morstatter, Aram Galstyan, Gleb Satyukov, Daniel Benjamin, Andres Abeliuk, Mehrnoosh Mirtaheri, KSM Tozammel Hossain, Pedro Szekely, Emilio Ferrara, Akira Matsui, Mark Steyvers, Stephen Bennet, David Budescu, Mark Himmelstein, Michael Ward, Andreas Beger, Michele Catasta, Jure Leskovec, Pavel Atanasov, Regina Joseph, Rajiv Sethi, Ali Abbas
28th International Joint Conference on Artificial Intelligence, IJCAI 2019 …, 2019
2018
On -vertex coloring of graphs
S Akbari, Nazanin Alipourfard, P Jandaghi, M Mirtaheri
Discrete Mathematics, Algorithms and Applications 10 (01), 1850007, 2018