Muneeza Azmat

4 papers · 2023–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

ICML (2) EMNLP (1) IJCAI (1)

Top co-authors

Raya Horesh (4) Mikhail Yurochkin (2) Lamogha Chiazor (1) Rogério Abreu De Paula (1) Michael Jacobs (1) Ziyao Wang (1) Raghavan Srinivasan (1) Heloisa Candello (1) Fearghal O'Donncha (1) Ang Li (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Natural Language Processing (3) Application Areas (3) Core AI (2) Generation (2) Data Science & Analytics (1) Deep Learning (1) Architectures (1) Core Methods (1) Learning Paradigms (1) Methods (1) Resources & Methods (1)

Keywords

large language model (2) truthfulness (1) responsible ai (1) synthetic data generation (1) time series (1) dynamic time warping (1) decision tree (1) inference efficiency (1) draft model (1) temporal graph convolution (1) soil moisture forecasting (1) domain-inspired clustering (1) hydrological response (1) knowledge fusion (1) graph neural network (1) hydrological modeling (1) co-design practice (1) seed example (1) alignment (1) principles (1)

Papers

Collaborative Co-Design Practices for Supporting Synthetic Data Generation in Large Language Models: A Pilot Study EMNLP 2025 Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding ICML 2025 SPRI: Aligning Large Language Models with Context-Situated Principles ICML 2025 Forecasting Soil Moisture Using Domain Inspired Temporal Graph Convolution Neural Networks To Guide Sustainable Crop Management IJCAI 2023