Unified Spatio-Temporal Modeling for Traffic Forecasting using Graph Neural Network. - Amit Roy; Kashob Kumar Roy; Amin Ahsan Ali; M. Ashraful Amin; A. K. M. Mahbubur Rahman (IJCNN, 2021)

Node Embedding using Mutual Information and Self-Supervision based Bi-level Aggregation. - Kashob Kumar Roy; Amit Roy; A. K. M. Mahbubur Rahman; M. Ashraful Amin; Amin Ahsan Ali (IJCNN, 2021)

Structure-Aware Hierarchical Graph Pooling using Information Bottleneck. - Kashob Kumar Roy; Amit Roy; A. K. M. Mahbubur Rahman; M. Ashraful Amin; Amin Ahsan Ali (IJCNN, 2021)

Mining Sequential Patterns in Uncertain Databases Using Hierarchical Index Structure. - Kashob Kumar Roy; Md Hasibul Haque Moon; Md Mahmudur Rahman 002; Chowdhury Farhan Ahmed; Carson K. Leung (PAKDD (2), 2021)

SST-GNN: Simplified Spatio-Temporal Traffic Forecasting Model Using Graph Neural Network. - Amit Roy; Kashob Kumar Roy; Amin Ahsan Ali; M. Ashraful Amin; A. K. M. Mahbubur Rahman (PAKDD (3), 2021)

Mining weighted sequential patterns in incremental uncertain databases. - Kashob Kumar Roy; Md Hasibul Haque Moon; Md Mahmudur Rahman 002; Chowdhury Farhan Ahmed; Carson Kai-Sang Leung (Inf. Sci., 2022)

Long-form Question Answering: An Iterative Planning-Retrieval-Generation Approach. - Pritom Saha Akash; Kashob Kumar Roy; Lucian Popa 001; Kevin Chen-Chuan Chang (CoRR, 2023)

Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs. - Bowen Jin; Chulin Xie; Jiawei Zhang 001; Kashob Kumar Roy; Yu Zhang 044; Zheng Li 018; Ruirui Li 002; Xianfeng Tang; Suhang Wang; Yu Meng 001; Jiawei Han 001 (ACL (Findings), 2024)

ConTReGen: Context-driven Tree-structured Retrieval for Open-domain Long-form Text Generation. - Kashob Kumar Roy; Pritom Saha Akash; Kevin Chen-Chuan Chang; Lucian Popa 001 (EMNLP (Findings), 2024)

Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs. - Bowen Jin; Chulin Xie; Jiawei Zhang 001; Kashob Kumar Roy; Yu Zhang 044; Suhang Wang; Yu Meng 001; Jiawei Han 001 (CoRR, 2024)