Chenxiang Ma - RankMe

29 papers A* 3B 3Journal 20Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Geometric Deep Learning Approach to Traffic Flow Shockwave Prediction on Freeways Using Vehicle Trajectory Data and HD Map. IEEE Trans. Intell. Transp. Syst. Chengcheng Xu, Yongcheng Shao, Chenxiang Ma, Mingmin Han, Hao Tong, Chang Peng
2025	J	`jnl`	Efficient Training of Spiking Neural Networks by Spike-aware Data Pruning. CoRR Chenxiang Ma, Xinyi Chen, Yujie Wu, Kay Chen Tan, Jibin Wu
2025	J	`jnl`	Memory Offloading for Large Language Model Inference with Latency SLO Guarantees. CoRR Chenxiang Ma, Zhisheng Ye, Hanyu Zhao, Zehua Yang, Tianhao Fu, Jiaxun Han, Jie Zhang, Yingwei Luo, Xiaolin Wang, Zhenlin Wang, Yong Li, Diyu Zhou
2025	A*	`conf`	Neuromorphic Sequential Arena: A Benchmark for Neuromorphic Temporal Processing. IJCAI Xinyi Chen, Chenxiang Ma, Yujie Wu, Kay Chen Tan, Jibin Wu
2025	J	`jnl`	Neuromorphic Sequential Arena: A Benchmark for Neuromorphic Temporal Processing. CoRR Xinyi Chen, Chenxiang Ma, Yujie Wu, Kay Chen Tan, Jibin Wu
2025	J	`jnl`	Spatio-Temporal Decoupled Learning for Spiking Neural Networks. CoRR Chenxiang Ma, Xinyi Chen, Kay Chen Tan, Jibin Wu
2025	J	`jnl`	Spiking Neural Networks for Temporal Processing: Status Quo and Future Prospects. CoRR Chenxiang Ma, Xinyi Chen, Yanchen Li, Qu Yang, Yujie Wu, Guoqi Li, Gang Pan, Huajin Tang, Kay Chen Tan, Jibin Wu
2025	J	`jnl`	Toward Ultralow-Power Neuromorphic Speech Enhancement With Spiking-FullSubNet. IEEE Trans. Neural Networks Learn. Syst. Xiang Hao, Chenxiang Ma, Qu Yang, Jibin Wu, Kay Chen Tan
2024	B	`conf`	Efficient Online Learning for Networks of Two-Compartment Spiking Neurons. IJCNN Yujia Yin, Xinyi Chen, Chenxiang Ma, Jibin Wu, Kay Chen Tan
2024	J	`jnl`	Efficient Online Learning for Networks of Two-Compartment Spiking Neurons. CoRR Yujia Yin, Xinyi Chen, Chenxiang Ma, Jibin Wu, Kay Chen Tan
2024	J	`jnl`	PMSN: A Parallel Multi-compartment Spiking Neuron for Multi-scale Temporal Processing. CoRR Xinyi Chen, Jibin Wu, Chenxiang Ma, Yinsong Yan, Yujie Wu, Kay Chen Tan
2024	A*	`conf`	Scaling Supervised Local Learning with Augmented Auxiliary Networks. ICLR Chenxiang Ma, Jibin Wu, Chenyang Si, Kay Chen Tan
2024	J	`jnl`	Scaling Supervised Local Learning with Augmented Auxiliary Networks. CoRR Chenxiang Ma, Jibin Wu, Chenyang Si, Kay Chen Tan
2024	A*	`conf`	TC-LIF: A Two-Compartment Spiking Neuron Model for Long-Term Sequential Modelling. AAAI Shimin Zhang, Qu Yang, Chenxiang Ma, Jibin Wu, Haizhou Li, Kay Chen Tan
2024	J	`jnl`	Towards Ultra-Low-Power Neuromorphic Speech Enhancement with Spiking-FullSubNet. CoRR Xiang Hao, Chenxiang Ma, Qu Yang, Jibin Wu, Kay Chen Tan
2024	—	`conf`	When Audio Denoising Meets Spiking Neural Network. CAI Xiang Hao, Chenxiang Ma, Qu Yang, Kay Chen Tan, Jibin Wu
2023	J	`jnl`	Deep Spike Learning With Local Classifiers. IEEE Trans. Cybern. Chenxiang Ma, Rui Yan, Zhaofei Yu, Qiang Yu
2023	J	`jnl`	Long Short-term Memory with Two-Compartment Spiking Neuron. CoRR Shimin Zhang, Qu Yang, Chenxiang Ma, Jibin Wu, Haizhou Li, Kay Chen Tan
2023	J	`jnl`	TC-LIF: A Two-Compartment Spiking Neuron Model for Long-term Sequential Modelling. CoRR Shimin Zhang, Qu Yang, Chenxiang Ma, Jibin Wu, Haizhou Li, Kay Chen Tan
2022	J	`jnl`	Constructing Accurate and Efficient Deep Spiking Neural Networks With Double-Threshold and Augmented Schemes. IEEE Trans. Neural Networks Learn. Syst. Qiang Yu, Chenxiang Ma, Shiming Song, Gaoyan Zhang, Jianwu Dang, Kay Chen Tan
2022	J	`jnl`	Synaptic Learning With Augmented Spikes. IEEE Trans. Neural Networks Learn. Syst. Qiang Yu, Shiming Song, Chenxiang Ma, Linqiang Pan, Kay Chen Tan
2022	J	`jnl`	Temporal Encoding and Multispike Learning Framework for Efficient Recognition of Visual Patterns. IEEE Trans. Neural Networks Learn. Syst. Qiang Yu, Shiming Song, Chenxiang Ma, Jianguo Wei, Shengyong Chen, Kay Chen Tan
2021	B	`conf`	A Deep Spike Learning through Critical Time Points. IJCNN Chenxiang Ma, Junhai Xu, Qiang Yu
2021	J	`jnl`	Efficient learning with augmented spikes: A case study with image classification. Neural Networks Shiming Song, Chenxiang Ma, Wei Sun, Junhai Xu, Jianwu Dang, Qiang Yu
2021	B	`conf`	Temporal Dependent Local Learning for Deep Spiking Neural Networks. IJCNN Chenxiang Ma, Junhai Xu, Qiang Yu
2020	—	`conf`	AugMapping: Accurate and Efficient Inference with Deep Double-Threshold Spiking Neural Networks. SSCI Chenxiang Ma, Qiang Yu
2020	—	`conf`	Brain-Inspired Framework for Image Classification with a New Unsupervised Matching Pursuit Encoding. ICONIP (3) Shiming Song, Chenxiang Ma, Qiang Yu
2020	J	`jnl`	Constructing Accurate and Efficient Deep Spiking Neural Networks with Double-threshold and Augmented Schemes. CoRR Qiang Yu, Chenxiang Ma, Shiming Song, Gaoyan Zhang, Jianwu Dang, Kay Chen Tan
2020	J	`jnl`	Synaptic Learning with Augmented Spikes. CoRR Qiang Yu, Shiming Song, Chenxiang Ma, Linqiang Pan, Kay Chen Tan