| 2025 | ICLR | Has the Deep Neural Network learned the Stochastic Process? An Evaluation Viewpoint. | Harshit Kumar, Beomseok Kang, Biswadeep Chakraborty, Saibal Mukhopadhyay |
| 2025 | ICML | A Dynamical Systems-Inspired Pruning Strategy for Addressing Oversmoothing in Graph Attention Networks. | Biswadeep Chakraborty, Harshit Kumar, Saibal Mukhopadhyay |
| 2025 | IJCNN | Adaptive Graph Structure Inference for Learning Multivariate Point Processes using Spiking Neural Networks. | Biswadeep Chakraborty, Hemant Kumawat, Beomseok Kang, Saibal Mukhopadhyay |
| 2024 | CoRL | RoboKoop: Efficient Control Conditioned Representations from Visual Input in Robotics using Koopman Operator. | Hemant Kumawat, Biswadeep Chakraborty, Saibal Mukhopadhyay |
| 2024 | ICLR | Sparse Spiking Neural Network: Exploiting Heterogeneity in Timescales for Pruning Recurrent SNN. | Biswadeep Chakraborty, Beomseok Kang, Harshit Kumar, Saibal Mukhopadhyay |
| 2024 | IJCNN | Topological Representations of Heterogeneous Learning Dynamics of Recurrent Spiking Neural Networks. | Biswadeep Chakraborty, Saibal Mukhopadhyay |
| 2023 | DATE | Brain-Inspired Spatiotemporal Processing Algorithms for Efficient Event-Based Perception. | Biswadeep Chakraborty, Uday Kamal, Xueyuan She, Saurabh Dash, Saibal Mukhopadhyay |
| 2023 | ICLR | Heterogeneous Neuronal and Synaptic Dynamics for Spike-Efficient Unsupervised Learning: Theory and Design Principles. | Biswadeep Chakraborty, Saibal Mukhopadhyay |
| 2023 | ICLR | Unsupervised 3D Object Learning through Neuron Activity aware Plasticity. | Beomseok Kang, Biswadeep Chakraborty, Saibal Mukhopadhyay |
| 2023 | IJCNN | Brain-Inspired Spiking Neural Network for Online Unsupervised Time Series Prediction. | Biswadeep Chakraborty, Saibal Mukhopadhyay |
| 2023 | QCE | A Reconfigurable Quantum State Tomography Solver in FPGA. | Nathan Eli Miller, Biswadeep Chakraborty, Saibal Mukhopadhyay |
| 2021 | DATE | Reliable Edge Intelligence in Unreliable Environment. | Minah Lee, Xueyuan She, Biswadeep Chakraborty, Saurabh Dash, Burhan Ahmad Mudassar, Saibal Mukhopadhyay |
| 2020 | IJCNN | Cognitive Analysis of Mental States of People According to Ethical Decisions Using Deep Learning Approach. | Dipayan Dewan, Lidia Ghosh, Biswadeep Chakraborty, Abir Chowdhury, Amit Konar, Atulya K. Nagar |
| 2019 | IWCMC | Design and Evaluation of Self-Assembled Actin-Based Nano-Communication. | Oussama Abderrahmane Dambri, Soumaya Cherkaoui, Biswadeep Chakraborty |
| 2019 | SMC | Phase-Sensitive Common Spatial Pattern for EEG Classification. | Biswadeep Chakraborty, Saptak Ghosal, Lidia Ghosh, Amit Konar, Atulya K. Nagar |