Malyaban Bal

According to our database, Malyaban Bal authored at least 16 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

RMAAT: Astrocyte-Inspired Memory Compression and Replay for Efficient Long-Context Transformers.

Md Zesun Ahmed Mia, Malyaban Bal, Abhronil Sengupta

CoRR, January, 2026

Scalable Equilibrium Propagation via Intermediate Error Signals for Deep Convolutional CRNNs.

Jiaqi Lin, Malyaban Bal, Abhronil Sengupta

Trans. Mach. Learn. Res., 2026

2025

Delving Deeper Into Astromorphic Transformers.

Md Zesun Ahmed Mia, Malyaban Bal, Abhronil Sengupta

IEEE Trans. Cogn. Dev. Syst., December, 2025

GRASP: GRouped Activation Shared Parameterization for Parameter-Efficient Fine-Tuning and Robust Inference of Transformers.

Malyaban Bal, Abhronil Sengupta

CoRR, December, 2025

Spatio-Temporal Pruning for Compressed Spiking Large Language Models.

Yi Jiang, Malyaban Bal, Brian Matejek, Susmit Jha, Adam D. Cobb, Abhronil Sengupta

CoRR, August, 2025

Benchmarking Spiking Neural Network Learning Methods With Varying Locality.

Jiaqi Lin, Sen Lu, Malyaban Bal, Abhronil Sengupta

IEEE Access, 2025

Neuromorphic Cybersecurity with Semi-supervised Lifelong Learning.

Md Zesun Ahmed Mia, Malyaban Bal, Sen Lu, George M. Nishibuchi, Suhas Chelian, Srini Vasan, Abhronil Sengupta

Proceedings of the International Conference on Neuromorphic Systems, 2025

P-Spikessm: Harnessing Probabilistic Spiking State Space Models for Long-Range Dependency Tasks.

Malyaban Bal, Abhronil Sengupta

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Rethinking Spiking Neural Networks as State Space Models.

Malyaban Bal, Abhronil Sengupta

CoRR, 2024

Equilibrium-Based Learning Dynamics in Spiking Architectures.

Malyaban Bal, Abhronil Sengupta

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

Scaling SNNs Trained Using Equilibrium Propagation to Convolutional Architectures.

Jiaqi Lin, Malyaban Bal, Abhronil Sengupta

Proceedings of the International Conference on Neuromorphic Systems, 2024

Exploring Extreme Quantization in Spiking Language Models.

Malyaban Bal, Yi Jiang, Abhronil Sengupta

Proceedings of the International Conference on Neuromorphic Systems, 2024

SpikingBERT: Distilling BERT to Train Spiking Language Models Using Implicit Differentiation.

Malyaban Bal, Abhronil Sengupta

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Sequence Learning Using Equilibrium Propagation.

Malyaban Bal, Abhronil Sengupta

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022

Cyber-Neuro RT: Real-time Neuromorphic Cybersecurity.

Wyler Zahm, Tyler Stern, Malyaban Bal, Abhronil Sengupta, Aswin Jose, Suhas Chelian, Srini Vasan

Proceedings of the 2022 Annual International Conference on Brain-Inspired Cognitive Architectures for Artificial Intelligence, 2022

2020

Multi scale mirror connection based encoder decoder network for text localization.

Kalpita Dutta, Malyaban Bal, Arpita Basak, Swarnendu Ghosh, Nibaran Das, Mahantapas Kundu, Mita Nasipuri

Pattern Recognit. Lett., 2020