Published in KDD 2026, 2026
Systematic generalization for power grid optimization problems.
Recommended citation: Z. Memon, Y. Li, H. Jin, K. Kim, L. Zhao (2026). Towards Systematic Generalization for Power Grid Optimization Problems. KDD.
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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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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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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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Published in Preprint, 2025
Preprint on causal generative modeling with controllable properties.
Recommended citation: Q. Zhao, S. Wang, Z. Memon, Y. Qiao, G. Bai, B. Pan, Z. Qin, L. Zhao (2025). Deep Causal Generative Models with Property Control. Preprint.
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Published in IJCAI 2026, 2025
Identifying propagation trees with deep models.
Recommended citation: Z. Memon, C. Ling, R. Kong, V. Seshagiri, A. Zufle, L. Zhao (2026). Deep Identification of Propagation Trees. IJCAI.
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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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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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