Runhao Jiang
7 papers · 2023–2026 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(5)
Architectures
(5)
Artificial Intelligence
(3)
Core AI
(3)
Optimization & Theory
(3)
Computer Vision
(1)
Interdisciplinary
(1)
Reinforcement Learning
(1)
Analysis
(1)
Application Areas
(1)
Applications
(1)
Cognitive Science
(1)
Core Methods
(1)
Learning Types
(1)
Keywords
spiking neural network
(6)
surrogate gradient
(3)
temporal dynamics
(2)
event camera
(1)
adaptive learning
(1)
energy efficiency
(1)
membrane potential
(1)
sensory processing
(1)
partially observable markov decision process
(1)
temporal alignment
(1)
partial observability
(1)
neural response modeling
(1)
latent variable model
(1)
gradient backpropagation
(1)
multi-agent cooperation
(1)
gradient vanishing
(1)
gated recurrent unit
(1)
event representation
(1)
neuromorphic architecture
(1)
perturbation sensitivity
(1)
Papers
MPD-SGR: Robust Spiking Neural Networks with Membrane Potential Distribution-Driven Surrogate Gradient Regularization
AAAI 2026
Spike-driven Discrete Aggregation for Event-based Object Detection
CVPR 2026
Adaptive Gradient Learning for Spiking Neural Networks by Exploiting Membrane Potential Dynamics
IJCAI 2025
GRSN: Gated Recurrent Spiking Neurons for POMDPs and MARL
AAAI 2025
EAS-SNN: End-to-End Adaptive Sampling and Representation for Event-based Detection with Recurrent Spiking Neural Networks
ECCV 2024
Adaptive Smoothing Gradient Learning for Spiking Neural Networks
ICML 2023
Temporal Conditioning Spiking Latent Variable Models of the Neural Response to Natural Visual Scenes
NeurIPS 2023