HumBugDB: A Large-scale Acoustic Mosquito Dataset. - Ivan Kiskin; Marianne Sinka; Adam D. Cobb; Waqas Rafique; Lawrence Wang; Davide Zilli; Benjamin Gutteridge; Rinita Dam; Theodoros Marinos; Yunpeng Li 001; Dickson Msaky; Emmanuel Kaindoa; et al. (NeurIPS Datasets and Benchmarks, 2021)

HumBugDB: a large-scale acoustic mosquito dataset. - Ivan Kiskin; Lawrence Wang; Marianne Sinka; Adam D. Cobb; Benjamin Gutteridge; Davide Zilli; Waqas Rafique; Rinita Dam; Theodoros Marinos; Yunpeng Li 001; Gerard Killeen; Dickson Msaky; et al. (Zenodo, 2021)

The HumBug Challenge: ComParE 2022. - Ivan Kiskin; Lawrence Wang; Marianne Sinka; Adam D. Cobb; Benjamin Gutteridge; Davide Zilli; Alexandru Constantin; Andreas Pentaliotis; Waqas Rafique; Rinita Dam; Theodoros Marinos; Yunpeng Li 001; et al. (Zenodo, 2022)

DRew: Dynamically Rewired Message Passing with Delay. - Benjamin Gutteridge; Xiaowen Dong 001; Michael M. Bronstein; Francesco Di Giovanni (ICML, 2023)

On Vanishing Gradients, Over-Smoothing, and Over-Squashing in GNNs: Bridging Recurrent and Graph Learning. - Alvaro Arroyo; Alessio Gravina; Benjamin Gutteridge; Federico Barbero; Claudio Gallicchio; Xiaowen Dong 001; Michael M. Bronstein; Pierre Vandergheynst (CoRR, 2025)

Judge a Book by its Cover: Investigating Multi-Modal LLMs for Multi-Page Handwritten Document Transcription. - Benjamin Gutteridge; Matthew Thomas Jackson; Toni Kukurin; Xiaowen Dong 001 (CoRR, 2025)

On Measuring Long-Range Interactions in Graph Neural Networks. - Jacob Bamberger; Benjamin Gutteridge; Scott le Roux; Michael M. Bronstein; Xiaowen Dong 001 (CoRR, 2025)