DyG2Vec: Representation Learning for Dynamic Graphs with Self-Supervision. - Mohammad Ali Alomrani; Mahdi Biparva; Yingxue Zhang 001; Mark Coates (CoRR, 2022)

Deep Policies for Online Bipartite Matching: A Reinforcement Learning Approach. - Mohammad Ali Alomrani; Reza Moravej; Elias Boutros Khalil (Trans. Mach. Learn. Res., 2022)

Detecting State of Charge False Reporting Attacks via Reinforcement Learning Approach. - Mohammad Ali Alomrani; Mosaddek Hossain Kamal Tushar; Deepa Kundur (IEEE Trans. Intell. Transp. Syst., 2023)

EWEK-QA : Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems. - Mohammad Dehghan; Mohammad Ali Alomrani; Sunyam Bagga; David Alfonso-Hermelo; Khalil Bibi; Abbas Ghaddar; Yingxue Zhang 001; Xiaoguang Li; Jianye Hao; Qun Liu 001; Jimmy Lin; Boxing Chen; et al. (ACL (1), 2024)

Path-of-Thoughts: Extracting and Following Paths for Robust Relational Reasoning with Large Language Models. - Ge Zhang; Mohammad Ali Alomrani; Hongjian Gu; Jiaming Zhou; Yaochen Hu 001; Bin Wang 034; Qun Liu 001; Mark Coates; Yingxue Zhang 001; Jianye Hao (CoRR, 2024)

DyG2Vec: Efficient Representation Learning for Dynamic Graphs. - Mohammad Ali Alomrani; Mahdi Biparva; Yingxue Zhang 001; Mark Coates (Trans. Mach. Learn. Res., 2024)

Mem2Ego: Empowering Vision-Language Models with Global-to-Ego Memory for Long-Horizon Embodied Navigation. - Lingfeng Zhang; Yuecheng Liu; Zhanguang Zhang; Matin Aghaei; Yaochen Hu 001; Hongjian Gu; Mohammad Ali Alomrani; David Gamaliel Arcos Bravo; Raika Karimi; Atia Hamidizadeh; Haoping Xu; Guowei Huang; et al. (CoRR, 2025)

Reasoning on a Budget: A Survey of Adaptive and Controllable Test-Time Compute in LLMs. - Mohammad Ali Alomrani; Yingxue Zhang 001; Derek Li; Qianyi Sun; Soumyasundar Pal; Zhanguang Zhang; Yaochen Hu 001; Rohan Deepak Ajwani; Antonios Valkanas; Raika Karimi; Peng Cheng; Yunzhou Wang; et al. (CoRR, 2025)

Omni-Thinker: Scaling Cross-Domain Generalization in LLMs via Multi-Task RL with Hybrid Rewards. - Derek Li; Jiaming Zhou; Amirreza Kazemi; Qianyi Sun; Abbas Ghaddar; Mohammad Ali Alomrani; Liheng Ma; Yu Luo; Dong Li 016; Feng Wen; Jianye Hao; Mark Coates; et al. (CoRR, 2025)

When Engineering Outruns Intelligence: A Re-evaluation of Instruction-Guided Navigation. - Matin Aghaei; Mohammad Ali Alomrani; Yingxue Zhang 001; Mahdi Biparva (CoRR, 2025)