Jibin Wu
Jibin Wu
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Journal article
Conference paper
Date
2024
2023
2022
2021
2020
2019
2018
Xingyu Wu
,
Yan Zhong
,
Jibin Wu*
,
Bingbing Jiang
,
Kay Chen Tan
(2024).
Large Language Model-Enhanced Algorithm Selection: Towards Comprehensive Algorithm Representation
. in
The 33rd International Joint Conference on Artificial Intelligence
, Jeju, Korea. (Accepted).
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Chenxiang Ma
,
Jibin Wu*
,
Chenyang Si
,
KC Tan
(2024).
Scaling Supervised Local Learning with Augmented Auxiliary Networks
. in
International Conference on Learning Representations
. (Accepted).
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Shimin Zhang
,
Qu Yang
,
Chenxiang Ma
,
Jibin Wu*
,
Haizhou Li
,
Kay Chen Tan
(2024).
TC-LIF: A Two-Compartment Spiking Neuron Model for Long-term Sequential Modelling
. in
Proceedings of the AAAI Conference on Artificial Intelligence
, Vancouver, Canada. (Accepted).
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Z. Song
,
J. Wu*
,
M. Zhang
,
M. Z. Shou
,
H. Li
(2024).
Spiking-LEAF: A Learnable Auditory front-end for Spiking Neural Networks
. in
ICASSP-2024
, Seoul, Korea. (Accepted).
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Yajie Zhang
,
Zhi-An Huang
,
Zhiliang Hong
,
Songsong Wu
,
Jibin Wu
,
Kay Chen Tan
(2024).
Mixed prototype Correction for Causal Inference in Medical Image Classification
. in
ACM Multimedia 2024
, Melbourne, Australia. (Accepted).
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Shuai Wang
,
Dehao Zhang
,
kexin Shi
,
Yuchen Wang
,
Wenjie Wei
,
Jibin Wu
,
Malu Zhang
(2024).
Global-Local Convolution with Spiking Neural Networks for Energy-efficient Keyword Spotting
. in
Interspeech 2024
.
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Yujia Yin
,
Xinyi Chen
,
Chenxiang Ma
,
Jibin Wu
*
,
Kay Chen Tan
(2024).
Efficient Online Learning for Networks of Two-Compartment Spiking Neurons
. in
The International Joint Conference on Neural Networks (IJCNN)
, Yokohama, Japan. (Accepted).
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Siqi Cai
,
Ran Zhang
,
Malu Zhang
,
Jibin Wu
,
Haizhou Li
(2024).
EEG-based Auditory Attention Detection with Spiking Graph Convolutional Network
.
IEEE Transactions on Cognitive and Developmental Systems
.
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Pengfei Sun
,
Jibin Wu
,
Malu Zhang
,
Paul Devos
,
Dick Botteldooren
(2024).
Delay learning based on temporal coding in Spiking Neural Networks
.
Neural Networks
.
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Qu Yang
,
Malu Zhang
,
Jibin Wu
*
,
Kay Chen Tan
,
Haizhou Li
(2023).
LC-TTFS: Towards Lossless Network Conversion for Spiking Neural Networks with TTFS Coding
.
IEEE Transactions on Cognitive and Developmental Systems
.
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Xinyi Chen
,
Qu Yang
,
Jibin Wu
*
,
Haizhou Li
,
Kay Chen Tan
(2023).
A Hybrid Neural Coding Approach for Pattern Recognition with Spiking Neural Networks
.
IEEE Transactions on Pattern Analysis and Machine Intelligence
.
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Qu Yang
,
Jibin Wu
*
,
Malu Zhang
,
Yansong Chua
,
Xinchao Wang
,
Haizhou Li
(2022).
Training spiking neural networks with local tandem learning
.
Advances in Neural Information Processing Systems
.
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Jiadong Wang
,
Jibin Wu
*
,
Malu Zhang
,
Qi Liu
,
Haizhou Li
(2022).
A hybrid learning framework for deep spiking neural networks with one-spike temporal coding
. in
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
.
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Chenglin Xu
,
Wei Rao
,
Jibin Wu
,
Haizhou Li
(2021).
Target speaker verification with selective auditory attention for single and multi-talker speech
.
IEEE/ACM Transactions on audio, speech, and language processing
.
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Qu Yang
,
Jibin Wu
,
Haizhou Li
(2021).
Rethinking Benchmarks for Neuromorphic Learning Algorithms
. in
2021 International Joint Conference on Neural Networks (IJCNN)
.
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Malu Zhang
,
Jiadong Wang
,
Jibin Wu
,
Ammar Belatreche
,
Burin Amornpaisannon
,
Zhixuan Zhang
,
Venkata Pavan Kumar Miriyala
,
Hong Qu
,
Yansong Chua
,
Trevor E Carlson
,
others
(2021).
Rectified linear postsynaptic potential function for backpropagation in deep spiking neural networks
.
IEEE transactions on neural networks and learning systems
.
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Jibin Wu
,
Chenglin Xu
,
Xiao Han
,
Daquan Zhou
,
Malu Zhang
,
Haizhou Li
,
Kay Chen Tan
(2021).
Progressive tandem learning for pattern recognition with deep spiking neural networks
.
IEEE Transactions on Pattern Analysis and Machine Intelligence
.
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Zihan Pan
,
Malu Zhang
,
Jibin Wu
,
Jiadong Wang
,
Haizhou Li
(2021).
Multi-tone phase coding of interaural time difference for sound source localization with spiking neural networks
.
IEEE/ACM Transactions on Audio, Speech, and Language Processing
.
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Jibin Wu
,
Qi Liu
,
Malu Zhang
,
Zihan Pan
,
Haizhou Li
,
Kay Chen Tan
(2021).
HuRAI: A brain-inspired computational model for human-robot auditory interface
.
Neurocomputing
.
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Jibin Wu
,
Yansong Chua
,
Malu Zhang
,
Haizhou Li
,
Kay Chen Tan
(2021).
An Automatic Sound Classification Framework with Non-volatile Memory
.
Emerging Non-volatile Memory Technologies: Physics, Engineering, and Applications
.
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Jibin Wu
,
Yansong Chua
,
Malu Zhang
,
Guoqi Li
,
Haizhou Li
,
Kay Chen Tan
(2021).
A tandem learning rule for effective training and rapid inference of deep spiking neural networks
.
IEEE Transactions on Neural Networks and Learning Systems
.
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Kyle Timothy Ng Chu
,
Burin Amornpaisannon
,
Yaswanth Tavva
,
Venkata Pavan Kumar Miriyala
,
Jibin Wu
,
Malu Zhang
,
Haizhou Li
,
Trevor E Carlson
,
others
(2020).
You only spike once: Improving energy-efficient neuromorphic inference to ann-level accuracy
.
2nd Workshop on Accelerated Machine Learning
.
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Malu Zhang
,
Jibin Wu
,
Ammar Belatreche
,
Zihan Pan
,
Xiurui Xie
,
Yansong Chua
,
Guoqi Li
,
Hong Qu
,
Haizhou Li
(2020).
Supervised learning in spiking neural networks with synaptic delay-weight plasticity
.
Neurocomputing
.
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Qi Liu
,
Jibin Wu
(2020).
Parameter tuning-free missing-feature reconstruction for robust sound recognition
.
IEEE Journal of Selected Topics in Signal Processing
.
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Jibin Wu
,
Emre Yılmaz
,
Malu Zhang
,
Haizhou Li
,
Kay Chen Tan
(2020).
Deep spiking neural networks for large vocabulary automatic speech recognition
.
Frontiers in neuroscience
.
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Emre Yılmaz
,
Ozgür Bora Gevrek
,
Jibin Wu
,
Yuxiang Chen
,
Xuanbo Meng
,
Haizhou Li
(2020).
Deep convolutional spiking neural networks for keyword spotting
. in
Proceedings of INTERSPEECH
.
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Malu Zhang
,
Xiaoling Luo
,
Yi Chen
,
Jibin Wu
,
Ammar Belatreche
,
Zihan Pan
,
Hong Qu
,
Haizhou Li
(2020).
An efficient threshold-driven aggregate-label learning algorithm for multimodal information processing
.
IEEE Journal of Selected Topics in Signal Processing
.
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Zihan Pan
,
Yansong Chua
,
Jibin Wu
,
Malu Zhang
,
Haizhou Li
,
Eliathamby Ambikairajah
(2020).
An efficient and perceptually motivated auditory neural encoding and decoding algorithm for spiking neural networks
.
Frontiers in neuroscience
.
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Jibin Wu
,
Zihan Pan
,
Malu Zhang
,
Rohan Kumar Das
,
Yansong Chua
,
Haizhou Li
(2019).
Robust Sound Recognition: A Neuromorphic Approach.
. in
Interspeech
.
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Zihan Pan
,
Jibin Wu
,
Malu Zhang
,
Haizhou Li
,
Yansong Chua
(2019).
Neural population coding for effective temporal classification
. in
2019 International Joint Conference on Neural Networks (IJCNN)
.
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Malu Zhang
,
Jibin Wu
,
Yansong Chua
,
Xiaoling Luo
,
Zihan Pan
,
Dan Liu
,
Haizhou Li
(2019).
Mpd-al: an efficient membrane potential driven aggregate-label learning algorithm for spiking neurons
. in
Proceedings of the AAAI conference on artificial intelligence
.
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Jibin Wu
,
Yansong Chua
,
Malu Zhang
,
Qu Yang
,
Guoqi Li
,
Haizhou Li
(2019).
Deep spiking neural network with spike count based learning rule
. in
2019 International Joint Conference on Neural Networks (IJCNN)
.
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Jibin Wu
,
Malu Zhang
,
Haizhou Li
,
Yansong Chua
(2019).
Competitive STDP-based feature representation learning for sound event classification
. in
2019 International Joint Conference on Neural Networks (IJCNN)
.
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Zihan Pan
,
Haizhou Li
,
Jibin Wu
,
Yansong Chua
(2018).
An event-based cochlear filter temporal encoding scheme for speech signals
. in
2018 International Joint Conference on Neural Networks (IJCNN)
.
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Jibin Wu
,
Yansong Chua
,
Malu Zhang
,
Haizhou Li
,
Kay Chen Tan
(2018).
A spiking neural network framework for robust sound classification
.
Frontiers in neuroscience
.
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Jibin Wu
,
Yansong Chua
,
Haizhou Li
(2018).
A biologically plausible speech recognition framework based on spiking neural networks
. in
2018 international joint conference on neural networks (IJCNN)
.
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