Published in The Fourth Learning on Graphs Conference (LoG 2025), 2025
AnyCQ: a neuro-symbolic search framework guided by a GNN that classifies and retrieves answers to arbitrary conjunctive queries over incomplete knowledge graphs.
Published in 26th Computer Vision Winter Workshop (CVWW 2023), 2022
Comparison of in-the-wild text recognition methods with document OCR on structured documents; state-of-the-art in-the-wild detectors perform competitively for documents.
Published in The Fourteenth International Conference on Learning Representations, 2026
Relying on random walks to traverse the input graph, Flock introduces probabilistic node-relation equivariance and achieves state-of-the-art zero-shot link prediction across diverse KGs.