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2020 – today
- 2026
[j7]Peng Song, Yichen Xiao, Kaixin Cui
, Junzheng Wang, Dawei Shi:
Quantization-aware distributed deep reinforcement learning for dynamic multi-robot scheduling. Expert Syst. Appl. 296: 129027 (2026)- 2025
- [j6]Wanlong Liu, Yichen Xiao, Shaohuan Cheng, Dingyi Zeng, Li Zhou, Weishan Kong, Malu Zhang, Wenyu Chen:
Document-level relation extraction with structural encoding and entity-pair-level information interaction. Expert Syst. Appl. 268: 126099 (2025) - [j5]Yichen Xiao, Xuan Ding, Shengtao Liu, Yong Ma, Ting Zhang, Ziwei Xiang, Ruyi Zhang, Teruko Fukuyama, Jing Zhao, Yanze Yu, Xuejun Wang, Qinghong Lin, Yu Zhao, Guangyang Tian, Shiping Wen, Zhi Chen, Xingtao Zhou:
Fusion-Attention Diagnosis Network (FADNet): An end-to-end framework for optic disc segmentation and ocular disease classification. Inf. Fusion 124: 103333 (2025) - [j4]Dingyi Zeng, Yichen Xiao, Wanlong Liu, Huilin Du, Enqi Zhang, Dehao Zhang, Yuchen Wang, Malu Zhang, Wenyu Chen:
Efficient Automatic Modulation Classification in Nonterrestrial Networks With SNN-Based Transformer. IEEE Internet Things J. 12(3): 2562-2573 (2025) - [j3]Yichen Xiao, Yi Shao, Zhi Chen, Ruyi Zhang, Xuan Ding, Jing Zhao, Shengtao Liu, Teruko Fukuyama, Yu Zhao, Xiaoliao Peng, Guangyang Tian, Shiping Wen, Xingtao Zhou:
MIU-Net: Advanced multi-scale feature extraction and imbalance mitigation for optic disc segmentation. Neural Networks 182: 106895 (2025) - [j2]Shuai Wang, Dehao Zhang, Ammar Belatreche, Yichen Xiao, Hongyu Qing, Wenjie Wei, Malu Zhang, Yang Yang:
Ternary spike-based neuromorphic signal processing system. Neural Networks 187: 107333 (2025) - [c14]Dingyi Zeng, Yuchen Wang, Honglin Cao, Wanlong Liu, Yichen Xiao, Chengzhuo Lu, Wenyu Chen, Malu Zhang, Guoqing Wang, Yang Yang:
Leveraging Asynchronous Spiking Neural Networks for Ultra Efficient Event-Based Visual Processing. AAAI 2025: 1620-1628 - [c13]Yichen Xiao, Shuai Wang, Dehao Zhang, Wenjie Wei, Yimeng Shan, Xiaoli Liu, Yulin Jiang, Malu Zhang:
Rethinking Spiking Self-Attention Mechanism: Implementing a-XNOR Similarity Calculation in Spiking Transformers. CVPR 2025: 5444-5454 - [c12]Wanlong Liu, Yichen Xiao, Dingyi Zeng, Hongyang Zhao, Wenyu Chen, Malu Zhang:
Mixed-Precision Graph Neural Quantization for Low Bit Large Language Models. ICASSP 2025: 1-5 - [c11]Wanlong Liu, Dingyi Zeng, Li Zhou, Yichen Xiao, Malu Zhang, Wenyu Chen:
Enhancing Document-Level Relation Extraction through Entity-Pair-Level Interaction Modeling. ICASSP 2025: 1-5 - [c10]Dehao Zhang, Shuai Wang, Yichen Xiao, Wenjie Wei, Yimeng Shan, Malu Zhang, Yang Yang:
Memory-Free and Parallel Computation for Quantized Spiking Neural Networks. ICASSP 2025: 1-5 - [c9]Shuai Wang, Malu Zhang, Dehao Zhang, Ammar Belatreche, Yichen Xiao, Yu Liang, Yimeng Shan, Qian Sun, Enqi Zhang, Yang Yang:
Spiking Vision Transformer with Saccadic Attention. ICLR 2025 - [i9]Wanlong Liu, Yichen Xiao, Dingyi Zeng, Hongyang Zhao, Wenyu Chen, Malu Zhang:
Mixed-Precision Graph Neural Quantization for Low Bit Large Language Models. CoRR abs/2501.18154 (2025) - [i8]Shuai Wang, Malu Zhang, Dehao Zhang, Ammar Belatreche, Yichen Xiao, Yu Liang, Yimeng Shan, Qian Sun, Enqi Zhang, Yang Yang:
Spiking Vision Transformer with Saccadic Attention. CoRR abs/2502.12677 (2025) - [i7]Dehao Zhang, Shuai Wang, Yichen Xiao, Wenjie Wei, Yimeng Shan, Malu Zhang, Yang Yang:
Memory-Free and Parallel Computation for Quantized Spiking Neural Networks. CoRR abs/2503.00040 (2025) - [i6]Yimeng Shan, Zhenbang Ren, Haodi Wu, Wenjie Wei, Rui-Jie Zhu, Shuai Wang, Dehao Zhang, Yichen Xiao, Jieyuan Zhang, Kexin Shi, Jingzhinan Wang, Jason K. Eshraghian, Haicheng Qu, Jiqing Zhang, Malu Zhang, Yang Yang:
SDTrack: A Baseline for Event-based Tracking via Spiking Neural Networks. CoRR abs/2503.08703 (2025) - [i5]Chongjie Si, Zhiyi Shi, Xuehui Wang, Yichen Xiao, Xiaokang Yang, Wei Shen:
Generalized Tensor-based Parameter-Efficient Fine-Tuning via Lie Group Transformations. CoRR abs/2504.00851 (2025) - [i4]Bowen Zhang, Congchao Guo, Geng Yang, Hang Yu, Haozhe Zhang, Heidi Lei, Jialong Mai, Junjie Yan, Kaiyue Yang, Mingqi Yang, Peikai Huang, Ruiyang Jin, Sitan Jiang, Weihua Cheng, Yawei Li, Yichen Xiao, Yiying Zhou, Yongmao Zhang, Yuan Lu, Yucen He:
MiniMax-Speech: Intrinsic Zero-Shot Text-to-Speech with a Learnable Speaker Encoder. CoRR abs/2505.07916 (2025) - 2024
- [j1]Yichen Xiao, Jing Zhao, Yanze Yu, Xuan Ding, Shengtao Liu, Wuzhida Bao, Shiping Wen, Xingtao Zhou:
SimpleCNN-UNet: An optic disc image segmentation network based on efficient small-kernel convolutions. Expert Syst. Appl. 256: 124935 (2024) - [c8]Wanlong Liu, Li Zhou, Dingyi Zeng, Yichen Xiao, Shaohuan Cheng, Chen Zhang, Grandee Lee, Malu Zhang, Wenyu Chen:
Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction. ACL (Findings) 2024: 9470-9487 - [c7]Wenjie Wei, Yu Liang, Ammar Belatreche, Yichen Xiao, Honglin Cao, Zhenbang Ren, Guoqing Wang, Malu Zhang, Yang Yang:
Q-SNNs: Quantized Spiking Neural Networks. ACM Multimedia 2024: 8441-8450 - [c6]Dehao Zhang, Shuai Wang, Ammar Belatreche, Wenjie Wei, Yichen Xiao, Haorui Zheng, Zijian Zhou, Malu Zhang, Yang Yang:
Spike-based Neuromorphic Model for Sound Source Localization. NeurIPS 2024 - [i3]Wanlong Liu, Li Zhou, Dingyi Zeng, Yichen Xiao, Shaohuan Cheng, Chen Zhang, Grandee Lee, Malu Zhang, Wenyu Chen:
Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction. CoRR abs/2405.01884 (2024) - [i2]Wenjie Wei, Yu Liang, Ammar Belatreche, Yichen Xiao, Honglin Cao, Zhenbang Ren, Guoqing Wang, Malu Zhang, Yang Yang:
Q-SNNs: Quantized Spiking Neural Networks. CoRR abs/2406.13672 (2024) - [i1]Shuai Wang, Dehao Zhang, Ammar Belatreche, Yichen Xiao, Hongyu Qing, Wenjie Wei, Malu Zhang, Yang Yang:
Ternary Spike-based Neuromorphic Signal Processing System. CoRR abs/2407.05310 (2024) - 2022
- [c5]Yichen Xiao, Haiyu Ren, Shan Wu, Lixiang Liu, Xiandong Meng, Pengcheng Ding:
Anti-Jamming Method of Cognitive Radio Based on Q-Learning. CECNet 2022: 97-104 - [c4]Yichen Xiao, Han-Ching Ou, Haipeng Chen, Van Thieu Nguyen, Long Tran-Thanh:
Sequential Vaccine Allocation with Delayed Feedback. IJCAI 2022: 5199-5205
2010 – 2019
- 2019
- [c3]Shuaijun Liu, Tong Wu, Yuemei Hu, Yichen Xiao, Dapeng Wang, Lixiang Liu:
Throughput Evaluation and Ground Station Planning for LEO Satellite Constellation Networks. SINC 2019: 3-15 - [c2]Yuan Qiu, Haiyu Ren, Longfei Gao, Yichen Xiao:
The Approach to Satellite Anti-interception Communication Based on WFRFT-TDCS. SINC 2019: 264-274 - [c1]Xin Zhou, Yichen Xiao, Mingming Hu, Lixiang Liu:
Wireless Signal Recognition Based on Deep Learning for LEO Constellation Satellite. SINC 2019: 275-285
Coauthor Index
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