Sengupta, Abhronil

8 publications

ICLR 2026 RMAAT: Astrocyte-Inspired Memory Compression and Replay for Efficient Long-Context Transformers Md Zesun Ahmed Mia, Malyaban Bal, Abhronil Sengupta

TMLR 2026 Scalable Equilibrium Propagation via Intermediate Error Signals for Deep Convolutional CRNNs Jiaqi Lin, Malyaban Bal, Abhronil Sengupta

ICLR 2025 P-Spikessm: Harnessing Probabilistic Spiking State Space Models for Long-Range Dependency Tasks Malyaban Bal, Abhronil Sengupta

NeurIPSW 2024 P-SpikeSSM: Harnessing Probabilistic Spiking State Space Models for Long-Range Dependency Tasks Malyaban Bal, Abhronil Sengupta

AAAI 2024 SpikingBERT: Distilling BERT to Train Spiking Language Models Using Implicit Differentiation Malyaban Bal, Abhronil Sengupta

ICMLW 2024 Training Energy-Efficient Large Language Models Leveraging Equilibrium Driven Bio-Plausible Neural Dynamics Malyaban Bal, Abhronil Sengupta

AAAI 2023 Astromorphic Self-Repair of Neuromorphic Hardware Systems Zhuangyu Han, A. N. M. Nafiul Islam, Abhronil Sengupta

IJCAI 2023 Sequence Learning Using Equilibrium Propagation Malyaban Bal, Abhronil Sengupta