Zhengyu Ma - RankMe

61 papers A* 12A 1B 1Journal 41Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	BrainFuse: a unified infrastructure integrating realistic biological modeling and core AI methodology. CoRR Baiyu Chen, Yujie Wu, Siyuan Xu, Peng Qu, Dehua Wu, Xu Chu, Haodong Bian, Shuo Zhang, Bo Xu, Youhui Zhang, Zhengyu Ma, Guoqi Li
2026	J	`jnl`	Efficient speech command recognition leveraging spiking neural networks and progressive time-scaled curriculum distillation. Neural Networks Jiaqi Wang, Liutao Yu, Liwei Huang, Chenlin Zhou, Han Zhang, Zhenxi Song, Honghai Liu, Min Zhang, Zhengyu Ma, Zhiguo Zhang
2026	J	`jnl`	Hierarchical Zero-Order Optimization for Deep Neural Networks. CoRR Sansheng Cao, Zhengyu Ma, Yonghong Tian
2026	A*	`conf`	Parallel Training Time-to-First-Spike Spiking Neural Networks. AAAI Kaiwei Che, Wei Fang, Peng Xue, Yifan Huang, Zhengyu Ma, Yonghong Tian
2026	A*	`conf`	SpikCommander: A High-performance Spiking Transformer with Multi-view Learning for Efficient Speech Command Recognition. AAAI Jiaqi Wang, Liutao Yu, Xiongri Shen, Sihang Guo, Chenlin Zhou, Leilei Zhao, Yi Zhong, Zhiguo Zhang, Zhengyu Ma
2026	A*	`conf`	Spikingformer: A Key Foundation Model for Spiking Neural Networks. AAAI Chenlin Zhou, Liutao Yu, Zhaokun Zhou, Han Zhang, Jiaqi Wang, Huihui Zhou, Zhengyu Ma, Yonghong Tian
2025	J	`jnl`	A Self-Ensemble Inspired Approach for Effective Training of Binary-Weight Spiking Neural Networks. CoRR Qingyan Meng, Mingqing Xiao, Zhengyu Ma, Huihui Zhou, Yonghong Tian, Zhouchen Lin
2025	—	`conf`	An Adaptive and Reconfigurable Hybrid Free-Space Optical and Millimeter-Wave Wireless Communication System. ECOC Yizhou Wang, Chenghao Chay, Zhen Luo, Shuren Mao, Zhengyu Ma, Jing Zhangh, Chen Liu, Shenmao Zhang, Xiaoxiao Dai, Qi Yang, Deming Liu
2025	J	`jnl`	Channel-wise Parallelizable Spiking Neuron with Multiplication-free Dynamics and Large Temporal Receptive Fields. CoRR Peng Xue, Wei Fang, Zhengyu Ma, Zihan Huang, Zhaokun Zhou, Yonghong Tian, Timothée Masquelier, Huihui Zhou
2025	A*	`conf`	DSF-Net: Dynamic Sparse Fusion of Event-RGB via Spike-Triggered Attention for High-Speed Detection. ACM Multimedia Dongyang Ma, Zhengyu Ma, Wei Zhang, Yonghong Tian
2025	B	`conf`	Enhancing GraphRAG with Syntactic Knowledge and Mixture-of-Experts for Knowledge-Intensive QA. ICTAI Zhengyu Ma, Xiaojia Jin, Dongming Zhao, Bo Wang
2025	J	`jnl`	High-Rate Monocular Depth Estimation via Cross Frame-Rate Collaboration of Frames and Events. Int. J. Comput. Vis. Xu Liu, Xiaopeng Fan, Jianing Li, Dianze Li, Wei Zhang, Zhengyu Ma, Yonghong Tian
2025	J	`jnl`	Min-Pooling Cost Aggregation for Semi-Global Matching of Stereo Vision Processor. IEEE Trans. Circuits Syst. II Express Briefs Wenyue Zhang, Pingcheng Dong, Lei Chen, Zhengyu Ma, Fengwei An
2025	J	`jnl`	One-Timestep is Enough: Achieving High-performance ANN-to-SNN Conversion via Scale-and-Fire Neurons. CoRR Qiuyang Chen, Huiqi Yang, Qingyan Meng, Zhengyu Ma
2025	J	`jnl`	S CoRR Jiaqi Wang, Zhengyu Ma, Xiongri Shen, Chenlin Zhou, Leilei Zhao, Han Zhang, Yi Zhong, Siqi Cai, Zhenxi Song, Zhiguo Zhang
2025	J	`jnl`	SpikCommander: A High-performance Spiking Transformer with Multi-view Learning for Efficient Speech Command Recognition. CoRR Jiaqi Wang, Liutao Yu, Xiongri Shen, Sihang Guo, Chenlin Zhou, Leilei Zhao, Yi Zhong, Zhengyu Ma, Zhiguo Zhang
2025	J	`jnl`	Temporal-adaptive Weight Quantization for Spiking Neural Networks. CoRR Han Zhang, Qingyan Meng, Jiaqi Wang, Baiyu Chen, Zhengyu Ma, Xiaopeng Fan
2025	—	`conf`	Traceback-Assisted Simplified Soft-Output MLSE for 320 Gb/s PAM4 Transmissions. ECOC Xue Zhao, Jiahao Zhou, Zhengyu Ma, Jing Zhang, Shaohua Hu, Zhaopeng Xu, Bo Xu, Kun Qiu
2024	J	`jnl`	A High Energy-Efficiency Multi-core Neuromorphic Architecture for Deep SNN Training. CoRR Mingjing Li, Huihui Zhou, Xiaofeng Xu, Zhiwei Zhong, Puli Quan, Xueke Zhu, Yanyu Lin, Wenjie Lin, Hongyu Guo, Junchao Zhang, Yunhao Ma, Wei Wang, Qingyan Meng, Zhengyu Ma, Guoqi Li, Xiaoxin Cui, Yonghong Tian
2024	J	`jnl`	Binary-Stochasticity-Enabled Highly Efficient Neuromorphic Deep Learning Achieves Better-than-Software Accuracy. Adv. Intell. Syst. Yang Li, Wei Wang, Ming Wang, Chunmeng Dou, Zhengyu Ma, Huihui Zhou, Peng Zhang, Nicola Lepri, Xumeng Zhang, Qing Luo, Xiaoxin Xu, Guanhua Yang, Feng Zhang, Ling Li, Daniele Ielmini, Ming Liu
2024	J	`jnl`	Core Placement Optimization of Many-core Brain-Inspired Near-Storage Systems for Spiking Neural Network Training. CoRR Xueke Zhu, Wenjie Lin, Yanyu Lin, Wenxiang Cheng, Zhengyu Ma, Yonghong Tian, Huihui Zhou
2024	J	`jnl`	DINO-X: A Unified Vision Model for Open-World Object Detection and Understanding. CoRR Tianhe Ren, Yihao Chen, Qing Jiang, Zhaoyang Zeng, Yuda Xiong, Wenlong Liu, Zhengyu Ma, Junyi Shen, Yuan Gao, Xiaoke Jiang, Xingyu Chen, Zhuheng Song, Yuhong Zhang, Hongjie Huang, Han Gao, Shilong Liu, Hao Zhang, Feng Li, Kent Yu, Lei Zhang
2024	J	`jnl`	Direct Training High-Performance Deep Spiking Neural Networks: A Review of Theories and Methods. CoRR Chenlin Zhou, Han Zhang, Liutao Yu, Yumin Ye, Zhaokun Zhou, Liwei Huang, Zhengyu Ma, Xiaopeng Fan, Huihui Zhou, Yonghong Tian
2024	J	`jnl`	ETTFS: An Efficient Training Framework for Time-to-First-Spike Neuron. CoRR Kaiwei Che, Wei Fang, Zhengyu Ma, Li Yuan, Timothée Masquelier, Yonghong Tian
2024	J	`jnl`	Efficient Speech Command Recognition Leveraging Spiking Neural Network and Curriculum Learning-based Knowledge Distillation. CoRR Jiaqi Wang, Liutao Yu, Liwei Huang, Chenlin Zhou, Han Zhang, Zhenxi Song, Min Zhang, Zhengyu Ma, Zhiguo Zhang
2024	—	`conf`	Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder. ACL (1) Jiaqi Wang, Zhenxi Song, Zhengyu Ma, Xipeng Qiu, Min Zhang, Zhiguo Zhang
2024	J	`jnl`	Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder. CoRR Jiaqi Wang, Zhenxi Song, Zhengyu Ma, Xipeng Qiu, Min Zhang, Zhiguo Zhang
2024	J	`jnl`	Flexible and Scalable Deep Dendritic Spiking Neural Networks with Multiple Nonlinear Branching. CoRR Yifan Huang, Wei Fang, Zhengyu Ma, Guoqi Li, Yonghong Tian
2024	J	`jnl`	Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection. CoRR Tianhe Ren, Qing Jiang, Shilong Liu, Zhaoyang Zeng, Wenlong Liu, Han Gao, Hongjie Huang, Zhengyu Ma, Xiaoke Jiang, Yihao Chen, Yuda Xiong, Hao Zhang, Feng Li, Peijun Tang, Kent Yu, Lei Zhang
2024	A*	`conf`	Long-Range Feedback Spiking Network Captures Dynamic and Static Representations of the Visual Cortex under Movie Stimuli. NeurIPS Liwei Huang, Zhengyu Ma, Liutao Yu, Huihui Zhou, Yonghong Tian
2024	—	`conf`	Low-Complexity Multi-tap ET-DFE-PU for Soft-Input FEC in High-Speed IM/DD systems. OFC Xue Zhao, Jiahao Zhou, Jing Zhang, Rui Wang, Zhengyu Ma, Shaohua Hu, Bo Xu, Kun Qiu
2024	A*	`conf`	QKFormer: Hierarchical Spiking Transformer using Q-K Attention. NeurIPS Chenlin Zhou, Han Zhang, Zhaokun Zhou, Liutao Yu, Liwei Huang, Xiaopeng Fan, Li Yuan, Zhengyu Ma, Huihui Zhou, Yonghong Tian
2024	J	`jnl`	QKFormer: Hierarchical Spiking Transformer using Q-K Attention. CoRR Chenlin Zhou, Han Zhang, Zhaokun Zhou, Liutao Yu, Liwei Huang, Xiaopeng Fan, Li Yuan, Zhengyu Ma, Huihui Zhou, Yonghong Tian
2024	J	`jnl`	SVFormer: A Direct Training Spiking Transformer for Efficient Video Action Recognition. CoRR Liutao Yu, Liwei Huang, Chenlin Zhou, Han Zhang, Zhengyu Ma, Huihui Zhou, Yonghong Tian
2024	J	`jnl`	Self-architectural knowledge distillation for spiking neural networks. Neural Networks Haonan Qiu, Munan Ning, Zeyin Song, Wei Fang, Yanqi Chen, Tao Sun, Zhengyu Ma, Li Yuan, Yonghong Tian
2024	—	`conf`	Temporal Contrastive Learning for Spiking Neural Networks. ICANN (10) Haonan Qiu, Zeyin Song, Yanqi Chen, Munan Ning, Wei Fang, Tao Sun, Zhengyu Ma, Li Yuan, Yonghong Tian
2024	J	`jnl`	Time-Dependent VAE for Building Latent Factor from Visual Neural Activity with Complex Dynamics. CoRR Liwei Huang, Zhengyu Ma, Liutao Yu, Huihui Zhou, Yonghong Tian
2023	A*	`conf`	A Unified Framework for Soft Threshold Pruning. ICLR Yanqi Chen, Zhengyu Ma, Wei Fang, Xiawu Zheng, Zhaofei Yu, Yonghong Tian
2023	J	`jnl`	A Unified Framework for Soft Threshold Pruning. CoRR Yanqi Chen, Zhengyu Ma, Wei Fang, Xiawu Zheng, Zhaofei Yu, Yonghong Tian
2023	J	`jnl`	Auto-Spikformer: Spikformer Architecture Search. CoRR Kaiwei Che, Zhaokun Zhou, Zhengyu Ma, Wei Fang, Yanqi Chen, Shuaijie Shen, Li Yuan, Yonghong Tian
2023	J	`jnl`	Binary stochasticity enabled highly efficient neuromorphic deep learning achieves better-than-software accuracy. CoRR Yang Li, Wei Wang, Ming Wang, Chunmeng Dou, Zhengyu Ma, Huihui Zhou, Peng Zhang, Nicola Lepri, Xumeng Zhang, Qing Luo, Xiaoxin Xu, Guanhua Yang, Feng Zhang, Ling Li, Daniele Ielmini, Ming Liu
2023	A*	`conf`	Deep Spiking Neural Networks with High Representation Similarity Model Visual Pathways of Macaque and Mouse. AAAI Liwei Huang, Zhengyu Ma, Liutao Yu, Huihui Zhou, Yonghong Tian
2023	J	`jnl`	Deep Spiking Neural Networks with High Representation Similarity Model Visual Pathways of Macaque and Mouse. CoRR Liwei Huang, Zhengyu Ma, Liutao Yu, Huihui Zhou, Yonghong Tian
2023	J	`jnl`	Deep recurrent spiking neural networks capture both static and dynamic representations of the visual cortex under movie stimuli. CoRR Liwei Huang, Zhengyu Ma, Huihui Zhou, Yonghong Tian
2023	J	`jnl`	Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagation. CoRR Chenlin Zhou, Han Zhang, Zhaokun Zhou, Liutao Yu, Zhengyu Ma, Huihui Zhou, Xiaopeng Fan, Yonghong Tian
2023	A	`conf`	Modality-Fusion Spiking Transformer Network for Audio-Visual Zero-Shot Learning. ICME Wenrui Li, Zhengyu Ma, Liang-Jian Deng, Hengyu Man, Xiaopeng Fan
2023	A*	`conf`	Motion-Decoupled Spiking Transformer for Audio-Visual Zero-Shot Learning. ACM Multimedia Wenrui Li, Xi-Le Zhao, Zhengyu Ma, Xingtao Wang, Xiaopeng Fan, Yonghong Tian
2023	J	`jnl`	Neuron-Based Spiking Transmission and Reasoning Network for Robust Image-Text Retrieval. IEEE Trans. Circuits Syst. Video Technol. Wenrui Li, Zhengyu Ma, Liang-Jian Deng, Xiaopeng Fan, Yonghong Tian
2023	A*	`conf`	Parallel Spiking Neurons with High Efficiency and Ability to Learn Long-term Dependencies. NeurIPS Wei Fang, Zhaofei Yu, Zhaokun Zhou, Ding Chen, Yanqi Chen, Zhengyu Ma, Timothée Masquelier, Yonghong Tian
2023	J	`jnl`	Parallel Spiking Neurons with High Efficiency and Long-term Dependencies Learning Ability. CoRR Wei Fang, Zhaofei Yu, Zhaokun Zhou, Yanqi Chen, Zhengyu Ma, Timothée Masquelier, Yonghong Tian
2023	A*	`conf`	Reservoir Computing Transformer for Image-Text Retrieval. ACM Multimedia Wenrui Li, Zhengyu Ma, Liang-Jian Deng, Penghong Wang, Jinqiao Shi, Xiaopeng Fan
2023	J	`jnl`	Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network. CoRR Chenlin Zhou, Liutao Yu, Zhaokun Zhou, Han Zhang, Zhengyu Ma, Huihui Zhou, Yonghong Tian
2023	J	`jnl`	Temporal Contrastive Learning for Spiking Neural Networks. CoRR Haonan Qiu, Zeyin Song, Yanqi Chen, Munan Ning, Wei Fang, Tao Sun, Zhengyu Ma, Li Yuan, Yonghong Tian
2023	J	`jnl`	The Style Transformer With Common Knowledge Optimization for Image-Text Retrieval. IEEE Signal Process. Lett. Wenrui Li, Zhengyu Ma, Jinqiao Shi, Xiaopeng Fan
2023	J	`jnl`	The style transformer with common knowledge optimization for image-text retrieval. CoRR Wenrui Li, Zhengyu Ma, Jinqiao Shi, Xiaopeng Fan
2022	A*	`conf`	State Transition of Dendritic Spines Improves Learning of Sparse Spiking Neural Networks. ICML Yanqi Chen, Zhaofei Yu, Wei Fang, Zhengyu Ma, Tiejun Huang, Yonghong Tian
2021	J	`jnl`	Spherical Classification of Data, a New Rule-Based Learning Method. J. Classif. Zhengyu Ma, Hong Seo Ryoo
2020	J	`jnl`	A Hybrid Artificial Intelligence Model for Predicting the Strength of Foam-Cemented Paste Backfill. IEEE Access Jingping Qiu, Zhenbang Guo, Long Li, Shiyu Zhang, Yingliang Zhao, Zhengyu Ma
2019	J	`jnl`	Mining Data from the Congressional Record. CoRR Zhengyu Ma, Tianjiao Qi, James Route, Amir Ziai
2019	J	`jnl`	Modeling and Analysis of the Reliability of Machining Process of Diesel Engine Blocks Based on PFMECA. IEEE Access Guizhong Tian, Wei Zhang, Zhengyu Ma, Honggen Zhou, Xuwen Jing, Guochao Li
2017	—	`conf`	An Efficient and Low-Signaling Opportunistic Routing for Underwater Acoustic Sensor Networks. ICISA Zhengyu Ma, Quansheng Guan, Fei Ji, Hua Yu, Fangjiong Chen