Naganand Yadati

17 papers A* 4A 3Journal 4Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
LocalFormer: Mitigating Over-Globalising in Transformers on Graphs with Localised Training.
Trans. Mach. Learn. Res.
Naganand Yadati
2024 — conf
GAINER: Graph Machine Learning with Node-specific Radius for Classification of Short Texts and Documents.
EACL (1)
Naganand Yadati
2024 — conf
Oversquashing in Hypergraph Neural Networks.
LoG
Naganand Yadati
2023 — conf
HEAL: Unlocking the Potential of Learning on Hypergraphs Enriched With Attributes and Layers.
LoG
Naganand Yadati, Tarun Kumar, Deepak Maurya, Balaraman Ravindran, Partha P. Talukdar
2022 A* conf
A Convex Formulation for Graph Convolutional Training: Two Layer Case.
ICDM
Naganand Yadati
2021 — conf
Graph Neural Networks for Soft Semi-Supervised Learning on Hypergraphs.
PAKDD (1)
Naganand Yadati, Tingran Gao, Shahab Asoodeh, Partha P. Talukdar, Anand Louis
2021 A conf
Knowledge Base Question Answering through Recursive Hypergraphs.
EACL
Naganand Yadati, Dayanidhi R. S, Vaishnavi S., Indira K. M, Srinidhi G
2020 — conf
Graph-based Deep Learning in Natural Language Processing.
COMAD/CODS
Shikhar Vashishth, Naganand Yadati, Partha P. Talukdar
2020 A conf
NHP: Neural Hypergraph Link Prediction.
CIKM
Naganand Yadati, Vikram Nitin, Madhav Nimishakavi, Prateek Yadav, Anand Louis, Partha P. Talukdar
2020 A* conf
Neural Message Passing for Multi-Relational Ordered and Recursive Hypergraphs.
NeurIPS
Naganand Yadati
2019 — conf
Graph-based Deep Learning in Natural Language Processing.
EMNLP/IJCNLP (2)
Shikhar Vashishth, Naganand Yadati, Partha P. Talukdar
2019 A* conf
HyperGCN: A New Method For Training Graph Convolutional Networks on Hypergraphs.
NeurIPS
Naganand Yadati, Madhav Nimishakavi, Prateek Yadav, Vikram Nitin, Anand Louis, Partha P. Talukdar
2019 A* conf
KVQA: Knowledge-Aware Visual Question Answering.
AAAI
Sanket Shah, Anand Mishra, Naganand Yadati, Partha Pratim Talukdar
2019 A conf
Lovasz Convolutional Networks.
AISTATS
Prateek Yadav, Madhav Nimishakavi, Naganand Yadati, Shikhar Vashishth, Arun Rajkumar, Partha Pratim Talukdar
2018 J jnl
HyperGCN: Hypergraph Convolutional Networks for Semi-Supervised Classification.
CoRR
Naganand Yadati, Madhav Nimishakavi, Prateek Yadav, Anand Louis, Partha Pratim Talukdar
2018 J jnl
Lovasz Convolutional Networks.
CoRR
Prateek Yadav, Madhav Nimishakavi, Naganand Yadati, Arun Rajkumar, Partha Pratim Talukdar
2018 J jnl
MT-CGCNN: Integrating Crystal Graph Convolutional Neural Network with Multitask Learning for Material Property Prediction.
CoRR
Soumya Sanyal, Janakiraman Balachandran, Naganand Yadati, Abhishek Kumar, Padmini Rajagopalan, Suchismita Sanyal, Partha P. Talukdar