Mohammad Ali Alomrani

Researcher, Huawei Technologies Ltd.

Joined

May 2021

Names

Mohammad Ali Alomrani (Preferred)

Emails

****@mail.utoronto.ca (Confirmed)

****@huawei.com (Confirmed)

****@alumni.utoronto.ca (Confirmed)

Personal Links

Google Scholar

Career & Education History

Researcher

Huawei Technologies Ltd. (huawei.com)

2022 – Present

MS student

University of Toronto (utoronto.ca)

2020 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

Self-Supervised Learning

Present

Combinatorial Optimization

Present

Graph Deep Learning

Present

Reinforcement Learning

Present

Publications

When Engineering Outruns Intelligence: Rethinking Instruction-Guided Navigation
Matin Aghaei, Lingfeng Zhang, Mohammad Ali Alomrani, Mahdi Biparva, Yingxue Zhang
- Submitted to ICLR 2026
- Readers: Everyone
Extracting and Following Paths for Robust Relational Reasoning with Large Language Models
Ge Zhang, Mohammad Ali Alomrani, Hongjian Gu, Jiaming Zhou, Yaochen Hu, Bin Wang, Qun Liu, Mark Coates, Yingxue Zhang, Jianye HAO
- Accepted by TMLR
- Readers: Everyone
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, Xiaoguang Li, Jianye HAO, Qun Liu, Jimmy Lin, Boxing Chen, Prasanna Parthasarathi, Mahdi Biparva, Mehdi Rezagholizadeh
- Association for Computational Linguistics
- Readers: Everyone
Extracting and Following Paths for Robust Relational Reasoning with Large Language Models
Ge Zhang, Mohammad Ali Alomrani, Hongjian Gu, Jiaming Zhou, Yaochen Hu, Bin Wang, Qun Liu, Mark Coates, Yingxue Zhang, Jianye HAO
- KDD 2025 Workshop SKnow-LLM Oral
- Readers: Everyone
Robust and Interpretable Relational Reasoning with Large Language Models and Symbolic Solvers
Ge Zhang, Mohammad Ali Alomrani, Hongjian Gu, Jiaming Zhou, Yaochen Hu, Bin Wang, Qun Liu, Mark Coates, Yingxue Zhang, Jianye HAO
- ICML 2025 R2-FM Workshop Poster
- Readers: Everyone
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, Hongjian Gu, Mohammad Ali Alomrani, David Gamaliel Arcos Bravo, Raika Karimi, Atia Hamidizadeh, Haoping Xu, Guowei Huang, zhanpeng zhang, Tongtong Cao, Weichao Qiu, Xingyue Quan, Jianye HAO, Yuzheng Zhuang, Yingxue Zhang
- FMEA @ CVPR 2025 Poster
- Readers: Everyone
DyG2Vec: Efficient Representation Learning for Dynamic Graphs
Mohammad Alomrani, Mahdi Biparva, Yingxue Zhang, Mark Coates
- Accepted by TMLR
- Readers: Everyone
DyG2Vec: Efficient Representation Learning for Dynamic Graphs
Mohammad Ali Alomrani, Mahdi Biparva, Yingxue Zhang, Mark Coates
- 15 Jan 2023 (modified: 10 Jan 2024)
- OpenReview Archive Direct Upload
- Readers: Everyone
DyG2Vec: Representation Learning for Dynamic Graphs With Self-supervision
Mohammad Ali Alomrani, Mahdi Biparva, Yingxue Zhang, Mark Coates
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- Submitted to ICLR 2023
- Readers: Everyone
Deep Policies for Online Bipartite Matching: A Reinforcement Learning Approach
Mohammad Ali Alomrani, Reza Moravej, Elias Boutros Khalil
- Accepted by TMLR
- Readers: Everyone

Co-Authors

View all 36 co-authors