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Balasubramaniam Srinivasan
Balasubramaniam Srinivasan
Amazon (AWS)
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Title
Cited by
Cited by
Year
Relational Pooling for Graph Representations
RL Murphy, B Srinivasan, V Rao, B Ribeiro
International Conference on Machine Learning. 2019, 2019
2492019
Janossy Pooling: Learning Deep Permutation-Invariant Functions for Variable-Size Inputs
RL Murphy, B Srinivasan, V Rao, B Ribeiro
International Conference on Learning Representations (ICLR 2019), 2018
1982018
Equivariant Subgraph Aggregation Networks
B Bevilacqua, F Frasca, D Lim, B Srinivasan, C Cai, G Balamurugan, ...
International Conference on Learning Representations, 2021
1522021
On the Equivalence between Positional Node Embeddings and Structural Graph Representations
B Srinivasan, B Ribeiro
International Conference on Learning Representations, 2020
1212020
Learning over Families of Sets - Hypergraph Representation Learning for Higher Order Tasks
B Srinivasan, D Zheng, G Karypis
SIAM International Conference on Data Mining (SDM 2021), 2021
182021
Which Examples to Annotate for In-Context Learning? Towards Effective and Efficient Selection
C Mavromatis, B Srinivasan, Z Shen, J Zhang, H Rangwala, C Faloutsos, ...
arXiv preprint arXiv:2310.20046, 2023
52023
Mixed-Type Tabular Data Synthesis with Score-based Diffusion in Latent Space
H Zhang, J Zhang, B Srinivasan, Z Shen, X Qin, C Faloutsos, H Rangwala, ...
arXiv preprint arXiv:2310.09656, 2023
52023
BioBridge: Bridging Biomedical Foundation Models via Knowledge Graph
Z Wang, Z Wang, B Srinivasan, VN Ioannidis, H Rangwala, R Anubhai
arXiv preprint arXiv:2310.03320, 2023
32023
HYTREL: Hypergraph-enhanced tabular data representation learning
P Chen, S Sarkar, L Lausen, B Srinivasan, S Zha, R Huang, G Karypis
Advances in Neural Information Processing Systems 36, 2024
22024
NetGloVe: Learning Node Representations for Community Detection
K Gunasekaran, J Muralikumar, S Sudarshan, B Srinivasan, F Malliaros
6th International Conference on Complex Networks and Their Applications, 2017
12017
OpenTab: Advancing Large Language Models as Open-domain Table Reasoners
K Kong, J Zhang, Z Shen, B Srinivasan, C Lei, C Faloutsos, H Rangwala, ...
arXiv preprint arXiv:2402.14361, 2024
2024
NameGuess: Column Name Expansion for Tabular Data
J Zhang, Z Shen, B Srinivasan, S Wang, H Rangwala, G Karypis
arXiv preprint arXiv:2310.13196, 2023
2023
FlexiDock: Compositional diffusion models for flexible molecular docking
Z Wang, B Srinivasan, Z Shen, G Karypis, H Rangwala
2023
Conditional Invariances for Conformer Invariant Protein Representations
B Srinivasan, V Ioannidis, S Adeshina, M Kakodkar, G Karypis, B Ribeiro
NeurIPS 2022 Workshop on Machine Learning in Structural Biology (MLSB 2022), 2022
2022
On Higher Order Graph Representation Learning
B Srinivasan
Purdue University, 2022
2022
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