Soumyasundar Pal

Researcher, Huawei Technologies Ltd.

Joined

December 2019

Names

Soumyasundar Pal

Emails

****@mail.mcgill.ca (Confirmed)

****@huawei.com (Confirmed)

Personal Links

Career & Education History

Researcher

Huawei Technologies Ltd. (huawei.com)

2022 – Present

PhD student

McGill University (mcgill.ca)

2016 – 2022

MS student

Indian institute of science, Bangalore (iisc.ernet.in)

2012 – 2014

Undergrad student

Jadavpur University (jdvu.ac.in)

2008 – 2012

Advisors, Relations & Conflicts

Coauthor

Antonios Valkanas

2022 – Present

Coauthor

Liheng Ma

2020 – Present

Coauthor

Yingxue Zhang

2019 – Present

Coauthor

Florence Regol

2019 – Present

PhD Advisor

Mark Coates

2016 – Present

Expertise

Bayesian methods

Monte Carlo methods

Particle Filtering

Markov Chain Monte Carlo

Variational Inference

Present

LLM reasoning

Present

Time-series forecasting

Present

Publications

Multi-resolution Time-Series Transformer for Long-term Forecasting
Yitian Zhang, Liheng Ma, Soumyasundar Pal, Yingxue Zhang, Mark Coates
- International Conference on Artificial Intelligence and Statistics
- Readers: Everyone
FEval-TTC: Fair Evaluation Protocol for Test-Time Compute
Pavel Rumiantsev, Soumyasundar Pal, Yingxue Zhang, Mark Coates
- NeurIPS 2025 LLM Evaluation Workshop Poster
- Readers: Everyone
Enhancing Logical Reasoning in Large Language Models through Graph-based Synthetic Data
Jiaming Zhou, Abbas Ghaddar, Ge Zhang, Liheng Ma, Yaochen Hu, Soumyasundar Pal, Bin Wang, Jianye HAO, Mark Coates, Yingxue Zhang
- XLLM-Reason-Plan
- Readers: Everyone
C3PO: Optimized Large Language Model Cascades with Probabilistic Cost Constraints for Reasoning
Antonios Valkanas, Soumyasundar Pal, Pavel Rumiantsev, Yingxue Zhang, Mark Coates
- NeurIPS 2025 poster
- Readers: Everyone
Refining Answer Distributions for Improved Large Language Model Reasoning
Soumyasundar Pal, Didier Chételat, Yingxue Zhang, Mark Coates
- Reasoning and Planning for LLMs @ ICLR2025
- Readers: Everyone
Hint Marginalization for Improved Reasoning in Large Language Models
Soumyasundar Pal, Didier Chételat, Yingxue Zhang, Mark Coates
- Submitted to ICLR 2025
- Readers: Everyone
RNN with Particle Flow for Probabilistic Spatio-temporal Forecasting
Soumyasundar Pal, Liheng Ma, Yingxue Zhang, Mark Coates
- ICML
- Readers: Everyone
CKGConv: General Graph Convolution with Continuous Kernels
Liheng Ma, Soumyasundar Pal, Yitian Zhang, Jiaming Zhou, Yingxue Zhang, Mark Coates
- ICML 2024 Poster
- Readers: Everyone
Detection and Defense of Topological Adversarial Attacks on Graphs
Yingxue Zhang, Florence Regol, Soumyasundar Pal, Sakif Khan, Liheng Ma, Mark Coates
- 2021 (modified: 18 Apr 2023)
- AISTATS 2021
- Readers: Everyone
Non-Parametric Graph Learning for Bayesian Graph Neural Networks
Soumyasundar Pal, Saber Malekmohammadi, Florence Regol, Yingxue Zhang, Yishi Xu, Mark Coates
- 2020 (modified: 04 Nov 2022)
- CoRR 2020
- Readers: Everyone

View all 24 publications

Soumyasundar Pal

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors