Publications

Beatrice Bevilacqua*, Fabrizio Frasca*, Derek Lim*, Balasubramaniam Srinivasan, Chen Cai, Gopinath Balamurugan, Michael M. Bronstein, Haggai Maron (2021). Equivariant Subgraph Aggregation Networks. ICLR 2022 (Spotlight).

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Balasubramaniam Srinivasan, Da Zheng, George Karypis (2021). Learning over Families of Sets - Hypergraph Representation Learning for Higher Order Tasks. SDM 2021.

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Balasubramaniam Srinivasan, Bruno Ribeiro (2019). On the Equivalence between Positional Node Embeddings and Structural Graph Representations. ICLR 2020.

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Ryan Murphy, Balasubramaniam Srinivasan, Vinayak Rao, Bruno Ribeiro (2019). Relational Pooling for Graph Representations. ICML 2019.

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Ryan Murphy, Balasubramaniam Srinivasan, Vinayak Rao, Bruno Ribeiro (2018). Janossy Pooling: Learning Deep Permutation-Invariant Functions for Variable-Size Inputs. ICLR 2019.

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Balasubramaniam Srinivasan, Jeyavaishnavi Muralikumar*, Kumaran Gunasekaran*, Sudarshan Srinivasa Ramanujam*, Fragkiskos Malliaros (2017). NetGloVe: Learning Node Representations for Community Detection. 6th International Conference on Complex Networks and Their Applications.

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