Mohammad Ali Alomrani

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Function Approximation

Reinforcement Learning

Information Bottleneck

Top Venues

Trans. Mach. Learn. Res.

IEEE Trans. Intell. Transp. Syst.

Publications

Mohammad Ali Alomrani, Mahdi Biparva, Yingxue Zhang, Mark Coates
DyG2Vec: Efficient Representation Learning for Dynamic Graphs. Trans. Mach. Learn. Res. 2024 (2024)
Mohammad Dehghan, Mohammad Ali Alomrani, Sunyam Bagga, David Alfonso-Hermelo, Khalil Bibi, Abbas Ghaddar, Yingxue Zhang, Xiaoguang Li, Jianye Hao, Qun Liu, Jimmy Lin, Boxing Chen, Prasanna Parthasarathi, Mahdi Biparva, Mehdi Rezagholizadeh
EWEK-QA: Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems. CoRR (2024)
Mohammad Dehghan, Mohammad Ali Alomrani, Sunyam Bagga, David Alfonso-Hermelo, Khalil Bibi, Abbas Ghaddar, Yingxue Zhang, Xiaoguang Li, Jianye Hao, Qun Liu, Jimmy Lin, Boxing Chen, Prasanna Parthasarathi, Mahdi Biparva, Mehdi Rezagholizadeh
EWEK-QA : Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems. ACL (1) (2024)
Mohammad Ali Alomrani, Mosaddek Hossain Kamal Tushar, Deepa Kundur
Detecting State of Charge False Reporting Attacks via Reinforcement Learning Approach. IEEE Trans. Intell. Transp. Syst. 24 (10) (2023)
Mohammad Ali Alomrani, Reza Moravej, Elias Boutros Khalil
Deep Policies for Online Bipartite Matching: A Reinforcement Learning Approach. Trans. Mach. Learn. Res. 2022 (2022)
Mohammad Ali Alomrani, Mahdi Biparva, Yingxue Zhang, Mark Coates
DyG2Vec: Representation Learning for Dynamic Graphs with Self-Supervision. CoRR (2022)
Mohammad Ali Alomrani, Reza Moravej, Elias B. Khalil
Deep Policies for Online Bipartite Matching: A Reinforcement Learning Approach. CoRR (2021)
Mohammad Ali Alomrani
A Critical Review of Information Bottleneck Theory and its Applications to Deep Learning. CoRR (2021)