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Towards Efficient Spiking Neural Networks: A Reliable Structured Pruning Criterion
Zhige Chen, Szu Chi Chiu, Shu Peng, Wenlong You, Jiachen Xi, Rui Liu, Ruofan Yan, Kay Chen Tan, Jibin Wu
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Towards Efficient Spiking Neural Networks: A Reliable Structured Pruning Criterion
Hanwen Liu, Zijian Zhou, Kexin Shi, Wenjie Wei, Wenyu Chen, Jibin Wu, Malu Zhang, Yang Yang
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Adaptive dendritic plasticity in brain-inspired dynamic neural networks for enhanced multi-timescale feature extraction
Jiayi Mao, Hanle Zheng, Huifeng Yin, Hanxiao Fan, Lingrui Mei, Hao Guo, Yao Li, Jibin Wu, Jing Pei, Lei Deng
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Evaluation of large language models as solution generators in complex optimization
Beichen Huang, Xingyu Wu, Yu Zhou, Jibin Wu, Liang Feng, Ran Cheng, Kay Chen Tan
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Efficient and robust temporal processing with neural oscillations modulated spiking neural networks
Yinsong Yan, Qu Yang, Yujie Wu, Hanwen Liu, Malu Zhang, Haizhou Li, Kay Chen Tan, Jibin Wu*
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HardF-SNN: Hardware-Friendly Quantization for Spiking Neural Networks with Efficient Integer-Arithmetic-Only Inference
Hanwen Liu, Kexin Shi, Jieyuan Zhang, Yimeng Shan, Jibin Wu, Wenyu Chen, Malu Zhang
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IML-Spikeformer: Input-Aware Multilevel Spiking Transformer for Speech Processing
Zeyang Song, Shimin Zhang, Yuhong Chou, Jibin Wu*, Haizhou Li*
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Diversity-Aware Policy Optimization for Large Language Model Reasoning
Jian Yao, Ran Cheng, Xingyu Wu, Jibin Wu, Kay Chen Tan
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HM3: Hierarchical Multi-Objective Model Merging for Pretrained Models
Yu Zhou, Xingyu Wu, Jibin Wu*, Liang Feng, KCTan
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ZeCO: Zero-Communication Overhead Sequence Parallelism for Linear Attention
Yuhong Chou, Zehao Liu, Rui-Jie Zhu, Xinyi Wan, Tianjian Li, Congying Chu, Qian Liu, Jibin Wu*, Zejun Ma
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