Jianhao Ding
15 papers · 2021–2025 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (18) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (13) π Conference Polyglot (6)
π€
Dynamic Duo
(14)
π
Grand Slam
π₯
Unstoppable
(5)
π
Century Club
(15)
β‘
Prolific Year
(6)
Conferences
ICLR (4)
AAAI (3)
ICML (3)
CVPR (2)
NIPS (2)
IJCAI (1)
Top co-authors
Keywords
spiking neural network
(7)
neuromorphic computing
(4)
adversarial attack
(3)
adversarial robustness
(3)
membrane potential
(2)
surrogate gradient
(2)
ann-snn conversion
(2)
gradient norm
(1)
adversarial example
(1)
weight normalization
(1)
low latency
(1)
lipchitz constant
(1)
ann-to-snn conversion
(1)
network initialization
(1)
no-reference image quality
(1)
error reduction
(1)
low power consumption
(1)
no-reference image quality assessment
(1)
temporal dimension
(1)
rate coding
(1)
Papers
TTFSFormer: A TTFS-based Lossless Conversion of Spiking Transformer
ICML 2025
Robust Stable Spiking Neural Networks
ICML 2024
Enhancing Adversarial Robustness in SNNs with Sparse Gradients
ICML 2024
Enhancing the Robustness of Spiking Neural Networks with Stochastic Gating Mechanisms
AAAI 2024
Online Stabilization of Spiking Neural Networks
ICLR 2024
Defense Against Adversarial Attacks on No-Reference Image Quality Models with Gradient Norm Regularization
CVPR 2024
Towards Energy Efficient Spiking Neural Networks: An Unstructured Pruning Framework
ICLR 2024
Reducing ANN-SNN Conversion Error through Residual Membrane Potential
AAAI 2023
Rate Gradient Approximation Attack Threats Deep Spiking Neural Networks
CVPR 2023
Bridging the Gap between ANNs and SNNs by Calibrating Offset Spikes
ICLR 2023
SNN-RAT: Robustness-enhanced Spiking Neural Network through Regularized Adversarial Training
NIPS 2022
Temporal Effective Batch Normalization in Spiking Neural Networks
NIPS 2022
Optimized Potential Initialization for Low-Latency Spiking Neural Networks
AAAI 2022
Optimal ANN-SNN Conversion for High-accuracy and Ultra-low-latency Spiking Neural Networks
ICLR 2022
Optimal ANN-SNN Conversion for Fast and Accurate Inference in Deep Spiking Neural Networks
IJCAI 2021