Pal, Soumyasundar

10 publications

NeurIPS 2025 C3PO: Optimized Large Language Model Cascades with Probabilistic Cost Constraints for Reasoning Antonios Valkanas, Soumyasundar Pal, Pavel Rumiantsev, Yingxue Zhang, Mark Coates

ICLRW 2025 Refining Answer Distributions for Improved Large Language Model Reasoning Soumyasundar Pal, Didier Chételat, Yingxue Zhang, Mark Coates

ICML 2024 CKGConv: General Graph Convolution with Continuous Kernels Liheng Ma, Soumyasundar Pal, Yitian Zhang, Jiaming Zhou, Yingxue Zhang, Mark Coates

AISTATS 2024 Multi-Resolution Time-Series Transformer for Long-Term Forecasting Yitian Zhang, Liheng Ma, Soumyasundar Pal, Yingxue Zhang, Mark Coates

AAAI 2022 Bag Graph: Multiple Instance Learning Using Bayesian Graph Neural Networks Soumyasundar Pal, Antonios Valkanas, Florence Regol, Mark Coates

AISTATS 2021 Detection and Defense of Topological Adversarial Attacks on Graphs Yingxue Zhang, Florence Regol, Soumyasundar Pal, Sakif Khan, Liheng Ma, Mark Coates

ICML 2021 RNN with Particle Flow for Probabilistic Spatio-Temporal Forecasting Soumyasundar Pal, Liheng Ma, Yingxue Zhang, Mark Coates

ICML 2020 Active Learning on Attributed Graphs via Graph Cognizant Logistic Regression and Preemptive Query Generation Florence Regol, Soumyasundar Pal, Yingxue Zhang, Mark Coates

UAI 2020 Non Parametric Graph Learning for Bayesian Graph Neural Networks Soumyasundar Pal, Saber Malekmohammadi, Florence Regol, Yingxue Zhang, Yishi Xu, Mark Coates

AAAI 2019 Bayesian Graph Convolutional Neural Networks for Semi-Supervised Classification Yingxue Zhang, Soumyasundar Pal, Mark Coates, Deniz Üstebay