Range counting coresets for uncertain data. - Amirali Abdullah; Samira Daruki; Jeff M. Phillips (SoCG, 2013)

Approximate Bregman Near Neighbors in Sublinear Time: beyond the Triangle inequality. - Amirali Abdullah; John Moeller; Suresh Venkatasubramanian (Int. J. Comput. Geom. Appl., 2013)

Spectral Approaches to Nearest Neighbor Search. - Amirali Abdullah; Alexandr Andoni; Ravindran Kannan; Robert Krauthgamer (FOCS, 2014)

A Directed Isoperimetric Inequality with application to Bregman Near Neighbor Lower Bounds. - Amirali Abdullah; Suresh Venkatasubramanian (STOC, 2015)

Sketching, Embedding, and Dimensionality Reduction for Information Spaces. - Amirali Abdullah; Ravi Kumar 001; Andrew McGregor 001; Sergei Vassilvitskii; Suresh Venkatasubramanian (CoRR, 2015)

Binary Coding in Stream. - Mina Ghashami; Amirali Abdullah (CoRR, 2015)

Sketching, Embedding and Dimensionality Reduction in Information Theoretic Spaces. - Amirali Abdullah; Ravi Kumar 001; Andrew McGregor 001; Sergei Vassilvitskii; Suresh Venkatasubramanian (AISTATS, 2016)

Streaming Verification of Graph Properties. - Amirali Abdullah; Samira Daruki; Chitradeep Dutta Roy; Suresh Venkatasubramanian (ISAAC, 2016)

Bounds for Nearest Neighbor Algorithms and Embeddings. - Amirali Abdullah (2016)

PCMID: Multi-Intent Detection through Supervised Prototypical Contrastive Learning. - Yurun Song; Junchen Zhao; Spencer Koehler; Amir Abdullah; Ian G. Harris (EMNLP (Findings), 2023)

Interpreting Reward Models in RLHF-Tuned Language Models Using Sparse Autoencoders. - Luke Marks; Amir Abdullah; Luna Mendez; Rauno Arike; Philip H. S. Torr; Fazl Barez (CoRR, 2023)

Interpreting Learned Feedback Patterns in Large Language Models. - Luke Marks; Amir Abdullah; Clement Neo; Rauno Arike; David Krueger 001; Philip Torr 001; Fazl Barez (NeurIPS, 2024)

Activation Space Interventions Can Be Transferred Between Large Language Models. - Narmeen Oozeer; Dhruv Nathawani; Nirmalendu Prakash; Michael Lan; Abir Harrasse; Amirali Abdullah (CoRR, 2025)

TinySQL: A Progressive Text-to-SQL Dataset for Mechanistic Interpretability Research. - Philip Quirke; Clement Neo; Abir Harrasse; Dhruv Nathawani; Amir Abdullah (CoRR, 2025)

Beyond Linear Steering: Unified Multi-Attribute Control for Language Models. - Narmeen Oozeer; Luke Marks; Fazl Barez; Amirali Abdullah (CoRR, 2025)

Beyond Monoliths: Expert Orchestration for More Capable, Democratic, and Safe Large Language Models. - Philip Quirke; Narmeen Oozeer; Chaithanya Bandi; Amir Abdullah; Jason Hoelscher-Obermaier; Jeff M. Phillips; Joshua Greaves; Clement Neo; Fazl Barez; Shriyash Upadhyay (CoRR, 2025)