Biswadeep Chakraborty

48 papers A* 6A 2B 6Misc 2Journal 29Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	A Dynamical Systems-Inspired Pruning Strategy for Addressing Oversmoothing in Graph Attention Networks. ICML Biswadeep Chakraborty, Harshit Kumar, Saibal Mukhopadhyay
2025	B	`conf`	Adaptive Graph Structure Inference for Learning Multivariate Point Processes using Spiking Neural Networks. IJCNN Biswadeep Chakraborty, Hemant Kumawat, Beomseok Kang, Saibal Mukhopadhyay
2025	J	`jnl`	Dynamic Graph Structure Estimation for Learning Multivariate Point Process using Spiking Neural Networks. CoRR Biswadeep Chakraborty, Hemant Kumawat, Beomseok Kang, Saibal Mukhopadhyay
2025	J	`jnl`	FLAMES: A Hybrid Spiking-State Space Model for Adaptive Memory Retention in Event-Based Learning. CoRR Biswadeep Chakraborty, Saibal Mukhopadhyay
2025	A*	`conf`	Has the Deep Neural Network learned the Stochastic Process? An Evaluation Viewpoint. ICLR Harshit Kumar, Beomseok Kang, Biswadeep Chakraborty, Saibal Mukhopadhyay
2024	J	`jnl`	A Dynamical Systems-Inspired Pruning Strategy for Addressing Oversmoothing in Graph Neural Networks. CoRR Biswadeep Chakraborty, Harshit Kumar, Saibal Mukhopadhyay
2024	J	`jnl`	Exploiting Heterogeneity in Timescales for Sparse Recurrent Spiking Neural Networks for Energy-Efficient Edge Computing. CoRR Biswadeep Chakraborty, Saibal Mukhopadhyay
2024	J	`jnl`	Learning Locally Interacting Discrete Dynamical Systems: Towards Data-Efficient and Scalable Prediction. CoRR Beomseok Kang, Harshit Kumar, Minah Lee, Biswadeep Chakraborty, Saibal Mukhopadhyay
2024	—	`conf`	Learning locally interacting discrete dynamical systems: Towards data-efficient and scalable prediction. L4DC Beomseok Kang, Harshit Kumar, Minah Lee, Biswadeep Chakraborty, Saibal Mukhopadhyay
2024	A*	`conf`	Online Relational Inference for Evolving Multi-agent Interacting Systems. NeurIPS Beomseok Kang, Priyabrata Saha, Sudarshan Sharma, Biswadeep Chakraborty, Saibal Mukhopadhyay
2024	J	`jnl`	Online Relational Inference for Evolving Multi-agent Interacting Systems. CoRR Beomseok Kang, Priyabrata Saha, Sudarshan Sharma, Biswadeep Chakraborty, Saibal Mukhopadhyay
2024	Misc	`conf`	RoboKoop: Efficient Control Conditioned Representations from Visual Input in Robotics using Koopman Operator. CoRL Hemant Kumawat, Biswadeep Chakraborty, Saibal Mukhopadhyay
2024	J	`jnl`	RoboKoop: Efficient Control Conditioned Representations from Visual Input in Robotics using Koopman Operator. CoRR Hemant Kumawat, Biswadeep Chakraborty, Saibal Mukhopadhyay
2024	J	`jnl`	STEMFold: Stochastic Temporal Manifold for Multi-Agent Interactions in the Presence of Hidden Agents. CoRR Hemant Kumawat, Biswadeep Chakraborty, Saibal Mukhopadhyay
2024	—	`conf`	STEMFold: Stochastic temporal manifold for multi-agent interactions in the presence of hidden agents. L4DC Hemant Kumawat, Biswadeep Chakraborty, Saibal Mukhopadhyay
2024	A*	`conf`	Sparse Spiking Neural Network: Exploiting Heterogeneity in Timescales for Pruning Recurrent SNN. ICLR Biswadeep Chakraborty, Beomseok Kang, Harshit Kumar, Saibal Mukhopadhyay
2024	J	`jnl`	Sparse Spiking Neural Network: Exploiting Heterogeneity in Timescales for Pruning Recurrent SNN. CoRR Biswadeep Chakraborty, Beomseok Kang, Harshit Kumar, Saibal Mukhopadhyay
2024	J	`jnl`	Studying the Impact of Stochasticity on the Evaluation of Deep Neural Networks for Forest-Fire Prediction. CoRR Harshit Kumar, Biswadeep Chakraborty, Beomseok Kang, Saibal Mukhopadhyay
2024	B	`conf`	Topological Representations of Heterogeneous Learning Dynamics of Recurrent Spiking Neural Networks. IJCNN Biswadeep Chakraborty, Saibal Mukhopadhyay
2024	J	`jnl`	Topological Representations of Heterogeneous Learning Dynamics of Recurrent Spiking Neural Networks. CoRR Biswadeep Chakraborty, Saibal Mukhopadhyay
2024	J	`jnl`	Towards Robust Real-Time Hardware-based Mobile Malware Detection using Multiple Instance Learning Formulation. CoRR Harshit Kumar, Sudarshan Sharma, Biswadeep Chakraborty, Saibal Mukhopadhyay
2023	Misc	`conf`	A Reconfigurable Quantum State Tomography Solver in FPGA. QCE Nathan Eli Miller, Biswadeep Chakraborty, Saibal Mukhopadhyay
2023	A	`conf`	Brain-Inspired Spatiotemporal Processing Algorithms for Efficient Event-Based Perception. DATE Biswadeep Chakraborty, Uday Kamal, Xueyuan She, Saurabh Dash, Saibal Mukhopadhyay
2023	B	`conf`	Brain-Inspired Spiking Neural Network for Online Unsupervised Time Series Prediction. IJCNN Biswadeep Chakraborty, Saibal Mukhopadhyay
2023	J	`jnl`	Brain-Inspired Spiking Neural Network for Online Unsupervised Time Series Prediction. CoRR Biswadeep Chakraborty, Saibal Mukhopadhyay
2023	A*	`conf`	Heterogeneous Neuronal and Synaptic Dynamics for Spike-Efficient Unsupervised Learning: Theory and Design Principles. ICLR Biswadeep Chakraborty, Saibal Mukhopadhyay
2023	J	`jnl`	Heterogeneous Neuronal and Synaptic Dynamics for Spike-Efficient Unsupervised Learning: Theory and Design Principles. CoRR Biswadeep Chakraborty, Saibal Mukhopadhyay
2023	A*	`conf`	Unsupervised 3D Object Learning through Neuron Activity aware Plasticity. ICLR Beomseok Kang, Biswadeep Chakraborty, Saibal Mukhopadhyay
2023	J	`jnl`	Unsupervised 3D Object Learning through Neuron Activity aware Plasticity. CoRR Beomseok Kang, Biswadeep Chakraborty, Saibal Mukhopadhyay
2023	J	`jnl`	XMD: An Expansive Hardware-Telemetry-Based Mobile Malware Detector for Endpoint Detection. IEEE Trans. Inf. Forensics Secur. Harshit Kumar, Biswadeep Chakraborty, Sudarshan Sharma, Saibal Mukhopadhyay
2022	J	`jnl`	Heterogeneous Recurrent Spiking Neural Network for Spatio-Temporal Classification. CoRR Biswadeep Chakraborty, Saibal Mukhopadhyay
2022	J	`jnl`	XMD: An Expansive Hardware-telemetry based Malware Detector to enhance Endpoint Detection. CoRR Harshit Kumar, Biswadeep Chakraborty, Sudarshan Sharma, Nikhil Chawla, Saibal Mukhopadhyay
2022	J	`jnl`	μDARTS: Model Uncertainty-Aware Differentiable Architecture Search. IEEE Access Biswadeep Chakraborty, Saibal Mukhopadhyay
2021	J	`jnl`	$μ$DARTS: Model Uncertainty-Aware Differentiable Architecture Search. CoRR Biswadeep Chakraborty, Saibal Mukhopadhyay
2021	J	`jnl`	A Fully Spiking Hybrid Neural Network for Energy-Efficient Object Detection. CoRR Biswadeep Chakraborty, Xueyuan She, Saibal Mukhopadhyay
2021	J	`jnl`	A Fully Spiking Hybrid Neural Network for Energy-Efficient Object Detection. IEEE Trans. Image Process. Biswadeep Chakraborty, Xueyuan She, Saibal Mukhopadhyay
2021	J	`jnl`	Characterization of Generalizability of Spike Time Dependent Plasticity trained Spiking Neural Networks. CoRR Biswadeep Chakraborty, Saibal Mukhopadhyay
2021	J	`jnl`	Cost-Aware Feature Selection for IoT Device Classification. IEEE Internet Things J. Biswadeep Chakraborty, Dinil Mon Divakaran, Ido Nevat, Gareth W. Peters, Mohan Gurusamy
2021	J	`jnl`	Improving Network Throughput by Hardware Realization of a Dynamic Content Caching Scheme for Information-Centric Networking (ICN). Wirel. Pers. Commun. Archisman Ghosh, Biswadeep Chakraborty, Arnab Raha, Amitava Mukherjee
2021	J	`jnl`	Optimal Selection of EEG Electrodes Using Interval Type-2 Fuzzy-Logic-Based Semiseparating Signaling Game. IEEE Trans. Cybern. Biswadeep Chakraborty, Lidia Ghosh, Amit Konar
2021	A	`conf`	Reliable Edge Intelligence in Unreliable Environment. DATE Minah Lee, Xueyuan She, Biswadeep Chakraborty, Saurabh Dash, Burhan Ahmad Mudassar, Saibal Mukhopadhyay
2020	B	`conf`	Cognitive Analysis of Mental States of People According to Ethical Decisions Using Deep Learning Approach. IJCNN Dipayan Dewan, Lidia Ghosh, Biswadeep Chakraborty, Abir Chowdhury, Amit Konar, Atulya K. Nagar
2020	J	`jnl`	Cost-aware Feature Selection for IoT Device Classification. CoRR Biswadeep Chakraborty, Dinil Mon Divakaran, Ido Nevat, Gareth W. Peters, Mohan Gurusamy
2020	J	`jnl`	Designing Phase-Sensitive Common Spatial Pattern Filter to Improve Brain-Computer Interfacing. IEEE Trans. Biomed. Eng. Biswadeep Chakraborty, Lidia Ghosh, Amit Konar
2019	—	`conf`	A Dynamical Phase Synchronization Based Approach to Study the Effects of Long-Term Alcoholism on Functional Connectivity Dynamics. PReMI (2) Abir Chowdhury, Biswadeep Chakraborty, Lidia Ghosh, Dipayan Dewan, Amit Konar
2019	B	`conf`	Design and Evaluation of Self-Assembled Actin-Based Nano-Communication. IWCMC Oussama Abderrahmane Dambri, Soumaya Cherkaoui, Biswadeep Chakraborty
2019	J	`jnl`	Design and Evaluation of Self-Assembled Actin-Based Nano-Communication. CoRR Oussama Abderrahmane Dambri, Soumaya Cherkaoui, Biswadeep Chakraborty
2019	B	`conf`	Phase-Sensitive Common Spatial Pattern for EEG Classification. SMC Biswadeep Chakraborty, Saptak Ghosal, Lidia Ghosh, Amit Konar, Atulya K. Nagar