Picture for Soumyasundar Pal

Soumyasundar Pal

GraphPPD: Posterior Predictive Modelling for Graph-Level Inference

Add code
Aug 23, 2025
Viaarxiv icon

Reasoning on a Budget: A Survey of Adaptive and Controllable Test-Time Compute in LLMs

Add code
Jul 02, 2025
Viaarxiv icon

Simplifying Graph Transformers

Add code
Apr 17, 2025
Figure 1 for Simplifying Graph Transformers
Figure 2 for Simplifying Graph Transformers
Figure 3 for Simplifying Graph Transformers
Figure 4 for Simplifying Graph Transformers
Viaarxiv icon

Hint Marginalization for Improved Reasoning in Large Language Models

Add code
Dec 17, 2024
Viaarxiv icon

CKGConv: General Graph Convolution with Continuous Kernels

Add code
Apr 21, 2024
Viaarxiv icon

Multi-resolution Time-Series Transformer for Long-term Forecasting

Add code
Nov 07, 2023
Viaarxiv icon

Node Copying: A Random Graph Model for Effective Graph Sampling

Add code
Aug 04, 2022
Figure 1 for Node Copying: A Random Graph Model for Effective Graph Sampling
Figure 2 for Node Copying: A Random Graph Model for Effective Graph Sampling
Figure 3 for Node Copying: A Random Graph Model for Effective Graph Sampling
Figure 4 for Node Copying: A Random Graph Model for Effective Graph Sampling
Viaarxiv icon

Bag Graph: Multiple Instance Learning using Bayesian Graph Neural Networks

Add code
Feb 22, 2022
Figure 1 for Bag Graph: Multiple Instance Learning using Bayesian Graph Neural Networks
Figure 2 for Bag Graph: Multiple Instance Learning using Bayesian Graph Neural Networks
Figure 3 for Bag Graph: Multiple Instance Learning using Bayesian Graph Neural Networks
Figure 4 for Bag Graph: Multiple Instance Learning using Bayesian Graph Neural Networks
Viaarxiv icon

RNN with Particle Flow for Probabilistic Spatio-temporal Forecasting

Add code
Jun 10, 2021
Figure 1 for RNN with Particle Flow for Probabilistic Spatio-temporal Forecasting
Figure 2 for RNN with Particle Flow for Probabilistic Spatio-temporal Forecasting
Figure 3 for RNN with Particle Flow for Probabilistic Spatio-temporal Forecasting
Figure 4 for RNN with Particle Flow for Probabilistic Spatio-temporal Forecasting
Viaarxiv icon

Node Copying for Protection Against Graph Neural Network Topology Attacks

Add code
Jul 09, 2020
Figure 1 for Node Copying for Protection Against Graph Neural Network Topology Attacks
Figure 2 for Node Copying for Protection Against Graph Neural Network Topology Attacks
Figure 3 for Node Copying for Protection Against Graph Neural Network Topology Attacks
Figure 4 for Node Copying for Protection Against Graph Neural Network Topology Attacks
Viaarxiv icon