Soumyasundar Pal

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 27

Top Topics

Attributed Graphs

Multiple Instance

Gaussian Mixture

Top Venues

Publications

Soumyasundar Pal, Antonios Valkanas, Mark Coates
Population Monte Carlo With Normalizing Flow. IEEE Signal Process. Lett. 31 (2024)
Yitian Zhang, Liheng Ma, Soumyasundar Pal, Yingxue Zhang, Mark Coates
Multi-resolution Time-Series Transformer for Long-term Forecasting. AISTATS (2024)
Liheng Ma, Soumyasundar Pal, Yitian Zhang, Jiaming Zhou, Yingxue Zhang, Mark Coates
CKGConv: General Graph Convolution with Continuous Kernels. CoRR (2024)
Yitian Zhang, Liheng Ma, Soumyasundar Pal, Yingxue Zhang, Mark Coates
Multi-resolution Time-Series Transformer for Long-term Forecasting. CoRR (2023)
Florence Regol, Soumyasundar Pal, Jianing Sun, Yingxue Zhang, Yanhui Geng, Mark Coates
Node Copying: A Random Graph Model for Effective Graph Sampling. CoRR (2022)
Soumyasundar Pal, Antonios Valkanas, Florence Regol, Mark Coates
Bag Graph: Multiple Instance Learning using Bayesian Graph Neural Networks. CoRR (2022)
Soumyasundar Pal, Antonios Valkanas, Florence Regol, Mark Coates
Bag Graph: Multiple Instance Learning Using Bayesian Graph Neural Networks. AAAI (2022)
Florence Regol, Soumyasundar Pal, Jianing Sun, Yingxue Zhang, Yanhui Geng, Mark Coates
Node copying: A random graph model for effective graph sampling. Signal Process. 192 (2022)
Soumyasundar Pal, Liheng Ma, Yingxue Zhang, Mark Coates
RNN with Particle Flow for Probabilistic Spatio-temporal Forecasting. CoRR (2021)
Soumyasundar Pal, Liheng Ma, Yingxue Zhang, Mark Coates
RNN with Particle Flow for Probabilistic Spatio-temporal Forecasting. ICML (2021)
Yingxue Zhang, Florence Regol, Soumyasundar Pal, Sakif Khan, Liheng Ma, Mark Coates
Detection and Defense of Topological Adversarial Attacks on Graphs. AISTATS (2021)
Florence Regol, Soumyasundar Pal, Mark Coates
Node Copying for Protection Against Graph Neural Network Topology Attacks. CoRR (2020)
Soumyasundar Pal, Saber Malekmohammadi, Florence Regol, Yingxue Zhang, Yishi Xu, Mark Coates
Non Parametric Graph Learning for Bayesian Graph Neural Networks. UAI (2020)
Florence Regol, Soumyasundar Pal, Yingxue Zhang, Mark Coates
Active Learning on Attributed Graphs via Graph Cognizant Logistic Regression and Preemptive Query Generation. CoRR (2020)
Soumyasundar Pal, Saber Malekmohammadi, Florence Regol, Yingxue Zhang, Yishi Xu, Mark Coates
Non-Parametric Graph Learning for Bayesian Graph Neural Networks. CoRR (2020)
Florence Regol, Soumyasundar Pal, Yingxue Zhang, Mark Coates
Active Learning on Attributed Graphs via Graph Cognizant Logistic Regression and Preemptive Query Generation. ICML (2020)
Soumyasundar Pal, Florence Regol, Mark J. Coates
Bayesian Graph Convolutional Neural Networks Using Non-Parametric Graph Learning. CoRR (2019)
Soumyasundar Pal, Florence Regol, Mark Coates
Bayesian Graph Convolutional Neural Networks using Node Copying. CoRR (2019)
Yunpeng Li, Soumyasundar Pal, Mark J. Coates
Invertible Particle-Flow-Based Sequential MCMC With Extension to Gaussian Mixture Noise Models. IEEE Trans. Signal Process. 67 (9) (2019)
Soumyasundar Pal, Mark Coates
Scalable MCMC in Degree Corrected Stochastic Block Model. ICASSP (2019)
Yingxue Zhang, Soumyasundar Pal, Mark Coates, Deniz Üstebay
Bayesian Graph Convolutional Neural Networks for Semi-Supervised Classification. AAAI (2019)
Soumyasundar Pal, Mark Coates
Particle Flow Particle Filter using Gromov's method. CAMSAP (2019)
Florence Regol, Soumyasundar Pal, Mark Coates
Node Copying for Protection Against Graph Neural Network Topology Attacks. CAMSAP (2019)
Yingxue Zhang, Soumyasundar Pal, Mark Coates, Deniz Üstebay
Bayesian graph convolutional neural networks for semi-supervised classification. CoRR (2018)
Soumyasundar Pal, Mark Coates
Sequential MCMC With The Discrete Bouncy Particle Sampler. SSP (2018)
Soumyasundar Pal, Mark Coates
Particle Flow Particle Filter for Gaussian Mixture Noise Models. ICASSP (2018)
Soumyasundar Pal, Mark Coates
Gaussian sum particle flow filter. CAMSAP (2017)