Multiagent Evaluation Mechanisms. - Tal Alon; Magdalen Dobson; Ariel D. Procaccia; Inbal Talgam-Cohen; Jamie Tucker-Foltz (AAAI, 2020)

The Log-Interleave Bound: Towards the Unification of Sorting and the BST Model. - Guy E. Blelloch; Magdalen Dobson (CoRR, 2021)

Parallel Nearest Neighbors in Low Dimensions with Batch Updates. - Guy E. Blelloch; Magdalen Dobson (ALENEX, 2022)

The problem-based benchmark suite (PBBS), V2. - Daniel Anderson; Guy E. Blelloch; Laxman Dhulipala; Magdalen Dobson; Yihan Sun 001 (PPoPP, 2022)

The Geometry of Tree-Based Sorting. - Guy E. Blelloch; Magdalen Dobson (ICALP, 2023)

Scaling Graph-Based ANNS Algorithms to Billion-Size Datasets: A Comparative Analysis. - Magdalen Dobson; Zheqi Shen; Guy E. Blelloch; Laxman Dhulipala; Yan Gu 001; Harsha Vardhan Simhadri; Yihan Sun 001 (CoRR, 2023)

ParlayANN: Scalable and Deterministic Parallel Graph-Based Approximate Nearest Neighbor Search Algorithms. - Magdalen Dobson Manohar; Zheqi Shen; Guy E. Blelloch; Laxman Dhulipala; Yan Gu 001; Harsha Vardhan Simhadri; Yihan Sun 001 (PPoPP, 2024)

Results of the Big ANN: NeurIPS'23 competition. - Harsha Vardhan Simhadri; Martin Aumüller 001; Amir Ingber; Matthijs Douze; George Williams; Magdalen Dobson Manohar; Dmitry Baranchuk; Edo Liberty; Frank Liu 007; Benjamin Landrum; Mazin Karjikar; Laxman Dhulipala; et al. (CoRR, 2024)

The DiskANN library: Graph-Based Indices for Fast, Fresh and Filtered Vector Search. - Ravishankar Krishnaswamy; Magdalen Dobson Manohar; Harsha Vardhan Simhadri (IEEE Data Eng. Bull., 2024)

CLEANN: Lock-Free Augmented Trees for Low-Dimensional κ-Nearest Neighbor Search. - Magdalen Dobson Manohar; Yuanhao Wei; Guy E. Blelloch (SPAA, 2025)

Range Retrieval with Graph-Based Indices. - Magdalen Dobson Manohar; Taekseung Kim; Guy E. Blelloch (CoRR, 2025)

In-Place Updates of a Graph Index for Streaming Approximate Nearest Neighbor Search. - Haike Xu; Magdalen Dobson Manohar; Philip A. Bernstein; Badrish Chandramouli; Richard Wen; Harsha Vardhan Simhadri (CoRR, 2025)

Cost-Effective, Low Latency Vector Search with Azure Cosmos DB. - Nitish Upreti; Krishnan Sundaram; Hari Sudan Sundar; Samer Boshra; Balachandar Perumalswamy; Shivam Atri; Martin Chisholm; Revti Raman Singh; Greg Yang; Subramanyam Pattipaka; Tamara Hass; Nitesh Dudhey; et al. (CoRR, 2025)