Kumar, Sandeep

19 publications

TMLR 2026 GraphGini: Fostering Individual and Group Fairness in Graph Neural Networks Anuj Kumar Sirohi, Anjali Gupta, Sandeep Kumar, Amitabha Bagchi, Sayan Ranu

TMLR 2025 GOTHAM: Graph Class Incremental Learning Framework Under Weak Supervision Aditya Hemant Shahane, Prathosh Ap, Sandeep Kumar

AAAI 2025 HyperDefender: A Robust Framework for Hyperbolic GNNs Nikita Malik, Rahul Gupta, Sandeep Kumar

TMLR 2025 Modularity Aided Consistent Attributed Graph Clustering via Coarsening Yukti Makhija, Samarth Bhatia, Manoj Kumar, Sandeep Kumar

NeurIPSW 2024 Modularity Aided Consistent Attributed Graph Clustering via Coarsening Samarth Bhatia, Yukti Makhija, Manoj Kumar, Sandeep Kumar

AAAI 2024 No Prejudice! Fair Federated Graph Neural Networks for Personalized Recommendation Nimesh Agrawal, Anuj Kumar Sirohi, Sandeep Kumar, Jayadeva

UAI 2024 Optimization Framework for Semi-Supervised Attributed Graph Coarsening Manoj Kumar, Subhanu Halder, Archit Kane, Ruchir Gupta, Sandeep Kumar

NeurIPS 2024 UGC: Universal Graph Coarsening Mohit Kataria, Sandeep Kumar, Jayadeva

JMLR 2023 A Unified Framework for Optimization-Based Graph Coarsening Manoj Kumar, Anurag Sharma, Sandeep Kumar

ICML 2023 Featured Graph Coarsening with Similarity Guarantees Manoj Kumar, Anurag Sharma, Shashwat Saxena, Sandeep Kumar

NeurIPS 2023 Graph of Circuits with GNN for Exploring the Optimal Design Space Aditya Shahane, Saripilli Swapna Manjiri, Ankesh Jain, Sandeep Kumar

NeurIPSW 2023 Linear Complexity Framework for Feature-Aware Graph Coarsening via Hashing Mohit Kataria, Aditi Khandelwal, Rocktim Das, Sandeep Kumar, Jayadeva Jayadeva

AAAI 2022 ErfAct and Pserf: Non-Monotonic Smooth Trainable Activation Functions Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey

ECCV 2022 SAU: Smooth Activation Function Using Convolution with Approximate Identities Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey

CVPR 2022 Smooth Maximum Unit: Smooth Activation Function for Deep Networks Using Smoothing Maximum Technique Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey

AAAI 2021 Prediction of Landfall Intensity, Location, and Time of a Tropical Cyclone Sandeep Kumar, Koushik Biswas, Ashish Kumar Pandey

JMLR 2020 A Unified Framework for Structured Graph Learning via Spectral Constraints Sandeep Kumar, Jiaxi Ying, José Vinícius de M. Cardoso, Daniel P. Palomar

WACV 2020 Deep Bayesian Network for Visual Question Generation Badri Patro, Vinod Kurmi, Sandeep Kumar, Vinay Namboodiri

NeurIPS 2019 Structured Graph Learning via Laplacian Spectral Constraints Sandeep Kumar, Jiaxi Ying, Jose Vinicius de Miranda Cardoso, Daniel Palomar