Publications

You can also find my articles on my Google Scholar profile.

Conference Papers


Toward World Models for Epidemiology

Published in ICLR 2026 Workshop on World Models: Understanding, Modelling and Scaling, 2026

Toward building world models for epidemiological modeling and simulation.

Recommended citation: Z. Memon, Y. Su, C.K. Thomas, W. Saad, L. Zhao, N. Ramakrishnan (2026). Toward World Models for Epidemiology. ICLR 2026 Workshop on World Models.
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LUMINA: Foundation Models for Topology Transferable ACOPF

Published in ICLR Workshop on Foundation Models for Science, 2026

Foundation model for topology-transferable AC optimal power flow.

Recommended citation: Li, Y., Memon, Z., Jin, H., Fenu, S., Song, K., Sharma, S.B., Gasana, P., Kim, H., Zhao, L., Kim, K. (2026). LUMINA: Foundation Models for Topology Transferable ACOPF. ICLR Workshop on Foundation Models for Science.
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On the Fundamental Limits of LLMs at Scale

Published in Preprint, 2025

Preprint on scaling limits for large language models.

Recommended citation: Mohsin, M.A., Umer, M., Bilal, A., Memon, Z., Qadir, M.I., Bhattacharya, S., et al. (2025). On the Fundamental Limits of LLMs at Scale. Preprint.
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Deep Identification of Propagation Trees

Published in Preprint, 2025

Preprint on identifying propagation trees with deep models.

Recommended citation: Z. Memon, C. Ling, R. Kong, V. Seshagiri, A. Zufle, L. Zhao (2025). Deep Identification of Propagation Trees. Preprint.
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LLM-Informed Discrete Prompt Optimization

Published in ICML 2024 Workshop on LLMs and Cognition, 2024

Workshop paper on discrete prompt optimization informed by LLMs.

Recommended citation: Z. Memon, M. Arham, A. Ul-Hasan, F. Shafait (2024). LLM-Informed Discrete Prompt Optimization. ICML 2024 Workshop on LLMs and Cognition.
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Content-aware Urdu handwriting generation

Published in International Conference on Document Analysis and Recognition, 2023

Generating Urdu handwriting with content-aware methods.

Recommended citation: Z. Memon, A. Ul-Hasan, F. Shafait (2023). Content-aware Urdu handwriting generation. ICDAR.
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