CV

Education

• July. 2024 - Now, Ph.D. student, Institue of Automation, Chinese Academy of Sciences

• Sept. 2020 - July. 2024, Undergradute, University of Electronic Science and Technology of China

Publications

Efficient 3D Recognition with Event-driven Spike Sparse Convolution

Qiu X, Yao M, Zhang J, et al. Efficient 3D Recognition with Event-driven Spike Sparse Convolution. AAAI 2025.

High-Performance Temporal Reversible Spiking Neural Networks with O(L) Training Memory and O(1) Inference Cost

Hu J K, Yao M, Qiu X, et al. High-Performance Temporal Reversible Spiking Neural Networks with O(L) Training Memory and O(1) Inference Cost. ICML 2024.

RSC-SNN: Exploring the Trade-off Between Adversarial Robustness and Accuracy in Spiking Neural Networks via Randomized Smoothing Coding

Wu K, Yao M, Chou Y, Qiu X, et al. RSC-SNN: Exploring the Trade-off Between Adversarial Robustness and Accuracy in Spiking Neural Networks via Randomized Smoothing Coding. ACM MM 2024.

Tensor decomposition based attention module for spiking neural networks

Deng H, Zhu R, Qiu X, et al. Tensor decomposition based attention module for spiking neural networks[J]. Knowledge-Based Systems, 2024, 295: 111780.

Gated attention coding for training high-performance and efficient spiking neural networks

Qiu X, Zhu R J, Chou Y, et al. Gated attention coding for training high-performance and efficient spiking neural networks. AAAI 2024.

VTSNN: a virtual temporal spiking neural network

Qiu X R, Wang Z R, Luan Z, et al. VTSNN: a virtual temporal spiking neural network. Frontiers in Neuroscience, 2023, 17: 1091097.

Academic Services

Conference Reviewer, NeurIPS 2024; ECCV 2024; ACM MM 2024.

Journal Reviewer, IEEE TETCI; IEEE TCDS; ACM TKDD.