Sotabase

Career

· Applied Scientist Intern, Microsoft2025–2025
· Applied Scientist Intern, Microsoft2024–2024
· Applied Scientist Intern, Microsoft2023–2023
· Doctor of Philosophy - PhD, Computer Science, University of Southern California2022–2026
· Associate Researcher, Huawei2020–2021
· Master of Science - MS, Computer Science, McGill University2019–2021
· Data Science Intern, Salesforce2019–2019
· Tech Lead, Cafe Bazaar2018–2019
· Data Engineer, Cafe Bazaar2017–2019
· Software Engineer, Cafe Bazaar2015–2017
· Bachelor of Science - BS, Computer Science, University of Tehran2014–2018

Publications (21)

Usage of autoencoders and Siamese networks for online handwritten signature verification
Neural computing & applications (Print) · 2018
79
cited
Structure Aware Negative Sampling in Knowledge Graphs
Conference on Empirical Methods in Natural Language Processing · 2020
62
cited
Temporal Knowledge Graph Forecasting Without Knowledge Using In-Context Learning
Conference on Empirical Methods in Natural Language Processing · 2023
60
cited
Structure Aware Experience Replay for Incremental Learning in Graph-based Recommender Systems
International Conference on Information and Knowledge Management · 2021
32
cited
MARVEL: Multidimensional Abstraction and Reasoning through Visual Evaluation and Learning
Neural Information Processing Systems · 2024
30
cited
The Curious Case of Nonverbal Abstract Reasoning with Multi-Modal Large Language Models
arXiv.org · 2024
13
cited
Comparison of Knowledge Graph Representations for Consumer Scenarios
International Workshop on the Semantic Web · 2023
8
cited
A Practical Analysis of Human Alignment with *PO
North American Chapter of the Association for Computational Linguistics · 2024
6
cited
PubGraph: A Large-Scale Scientific Knowledge Graph
2023
4
cited
Software Engineering Event Modeling using Relative Time in Temporal Knowledge Graphs
arXiv.org · 2020
3
cited
PubGraph: A Large Scale Scientific Temporal Knowledge Graph
arXiv.org · 2023
2
cited
Surprising Resilience of Science During a Global Pandemic: A Large-Scale Descriptive Analysis
arXiv.org · 2024
2
cited
Citation Intent Classification Through Weakly Supervised Knowledge Graphs
SDU@AAAI · 2023
1
cited
A Systematic Analysis of Base Model Choice for Reward Modeling
Conference on Empirical Methods in Natural Language Processing · 2025
Graph-Based Structure Aware Citation Intent Classification
Is Dynamicity All You Need?
SDU@AAAI · 2023
On the Adaptation of Unlimiformer for Decoder-Only Transformers
International Conference on Language Resources and Evaluation · 2024
Surprising Resilience of Scientific Publication during a Global Pandemic: A Large‐Scale Bibliometric Analysis
Proceedings of the Association for Information Science and Technology · 2025
The Fault in Our LLM Leaderboards
Toward Better Temporal Structures for Geopolitical Events Forecasting
2026
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