Biswadeep Chakraborty
9 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird ❓ The Questioner
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Prolific Year · Productive
Venues
Top co-authors
Research topics
Keywords
recurrent network
(2)
multi-agent system
(2)
spiking neural network
(2)
attention mechanism
(2)
anti-hebbian learning
(2)
dynamical system
(2)
network pruning
(1)
trajectory prediction
(1)
online learning
(1)
lyapunov exponent
(1)
complex systems
(1)
stochastic process
(1)
bayesian optimization
(1)
graph sparsification
(1)
time series classification
(1)
model evaluation
(1)
state transition
(1)
computational efficiency
(1)
generative model
(1)
3d object classification
(1)
Papers
A Dynamical Systems-Inspired Pruning Strategy for Addressing Oversmoothing in Graph Attention Networks
ICML 2025
Has the Deep Neural Network learned the Stochastic Process? An Evaluation Viewpoint
ICLR 2025
Learning locally interacting discrete dynamical systems: Towards data-efficient and scalable prediction
L4DC 2024
Online Relational Inference for Evolving Multi-agent Interacting Systems
NeurIPS 2024
RoboKoop: Efficient Control Conditioned Representations from Visual Input in Robotics using Koopman Operator
CoRL 2024
Sparse Spiking Neural Network: Exploiting Heterogeneity in Timescales for Pruning Recurrent SNN
ICLR 2024
STEMFold: Stochastic temporal manifold for multi-agent interactions in the presence of hidden agents
L4DC 2024
Heterogeneous Neuronal and Synaptic Dynamics for Spike-Efficient Unsupervised Learning: Theory and Design Principles
ICLR 2023
Unsupervised 3D Object Learning through Neuron Activity aware Plasticity
ICLR 2023