PPaperPicks

Qi Xu

Dalian University of Technology, School of Computer Science and Technology, China

26 papers at tracked venues · 24 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-9245-5544 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×9ICML ×6ACM MM ×4CVPR ×3ICLR ×2MICCAI ×2

Frequent coauthors

Jiangrong Shen
×13
Gang Pan
×9
Yi Xu
×6
Qiang Zhang
×6
Hongming Xu
×6
Yaxin Li
×5
Fengyu Cong
×5
Xuming Ran
×4
Huajin Tang
×4
Mingkun Xu
×4
Kairong Yu
×4
Tianqing Zhang
×4

Papers

  1. AVM: Towards Structure-Preserving Neural Response Modeling in the Visual Cortex Across Stimuli and Individuals
    AAAI 2026 · Qi Xu,
    Shuai Gong
    ,
    Xuming Ran
    ,
    Haihua Luo
    ,
    Yangfan Hu
  2. Distillation-Guided Structural Transfer for Continual Learning Beyond Sparse Distributed Memory
    AAAI 2026 ·
    Huiyan Xue
    ,
    Xuming Ran
    ,
    Yaxin Li
    , Qi Xu,
    Enhui Li
    ,
    Yi Xu
    ,
    Qiang Zhang
  3. Spatial-Frequency Spiking Neural Network for Underwater Object Detection
    AAAI 2026 ·
    Long Chen
    ,
    Wei Miao
    ,
    Xin Gao
    ,
    Yunzhi Zhuge
    ,
    Hongming Xu
    ,
    Yaxin Li
    , Qi Xu
  4. ALADE-SNN: Adaptive Logit Alignment in Dynamically Expandable Spiking Neural Networks for Class Incremental Learning
    AAAI 2025 ·
    Wenyao Ni
    ,
    Jiangrong Shen
    , Qi Xu,
    Huajin Tang
  5. Advanced SpikingYOLOX: Extending Spiking Neural Network on Object Detection with Spike-based Partial Self-Attention and 2D-Spiking Transformer
    ACM MM 2025 ·
    Wei Miao
    ,
    Jiangrong Shen
    ,
    Hongming Xu
    ,
    Tommi Kärkkäinen
    , Qi Xu,
    Yi Xu
    ,
    Fengyu Cong
  6. BIG-FUSION: Brain-Inspired Global-Local Context Fusion Framework for Multimodal Emotion Recognition in Conversations
    AAAI 2025 ·
    Yusong Wang
    ,
    Xuanye Fang
    ,
    Huifeng Yin
    ,
    Dongyuan Li
    ,
    Guoqi Li
    , Qi Xu,
    Yi Xu
    ,
    Shuai Zhong
    ,
    Mingkun Xu
  7. Dual Selective Gleason Pattern-Aware Multiple Instance Learning for Grade Group Prediction in Histopathology Images
    MICCAI 2025 ·
    Xinyu Hao
    ,
    Hongming Xu
    ,
    Qibin Zhang
    , Qi Xu,
    Ilkka Pölönen
    ,
    Fengyu Cong
  8. Efficient ANN-SNN Conversion with Error Compensation Learning
    ICML 2025 ·
    Chang Liu
    ,
    Jiangrong Shen
    ,
    Xuming Ran
    ,
    Mingkun Xu
    , Qi Xu,
    Yi Xu
    ,
    Gang Pan
  9. Enhancing Graph Contrastive Learning for Protein Graphs from Perspective of Invariance
    ICML 2025 ·
    Yusong Wang
    ,
    Shiyin Tan
    ,
    Jialun Shen
    ,
    Yicheng Xu
    ,
    Haobo Song
    , Qi Xu,
    Prayag Tiwari
    ,
    Mingkun Xu
  10. FSTA-SNN: Frequency-Based Spatial-Temporal Attention Module for Spiking Neural Networks
    AAAI 2025 ·
    Kairong Yu
    ,
    Tianqing Zhang
    ,
    Hongwei Wang
    , Qi Xu
  11. Hybrid Spiking Vision Transformer for Object Detection with Event Cameras
    ICML 2025 · Qi Xu,
    Jie Deng
    ,
    Jiangrong Shen
    ,
    Biwu Chen
    ,
    Huajin Tang
    ,
    Gang Pan
  12. Improving the Sparse Structure Learning of Spiking Neural Networks from the View of Compression Efficiency
    ICLR 2025 ·
    Jiangrong Shen
    , Qi Xu,
    Gang Pan
    ,
    Badong Chen
  13. Multi-View Incremental Learning with Structured Hebbian Plasticity for Enhanced Fusion Efficiency
    AAAI 2025 ·
    Yuhong Chen
    ,
    Ailin Song
    ,
    Huifeng Yin
    ,
    Shuai Zhong
    ,
    Fuhai Chen
    , Qi Xu,
    Shiping Wang
    ,
    Mingkun Xu
  14. ODA-GAN: Orthogonal Decoupling Alignment GAN Assisted by Weakly-supervised Learning for Virtual Immunohistochemistry Staining
    CVPR 2025 ·
    Tong Wang
    ,
    Mingkang Wang
    ,
    Zhongze Wang
    ,
    Hongkai Wang
    , Qi Xu,
    Fengyu Cong
    ,
    Hongming Xu
  15. Predicting Radiation Therapy Response Based on Dynamic Temporal Feature Difference Fusion from Longitudinal MRI
    MICCAI 2025 ·
    Xinyu Hao
    ,
    Hongming Xu
    ,
    Qibin Zhang
    , Qi Xu,
    Xiaofeng Wang
    ,
    Ilkka Pölönen
    ,
    Fengyu Cong
  16. STAA-SNN: Spatial-Temporal Attention Aggregator for Spiking Neural Networks
    CVPR 2025 ·
    Tianqing Zhang
    ,
    Kairong Yu
    ,
    Xian Zhong
    ,
    Hongwei Wang
    , Qi Xu,
    Qiang Zhang
  17. Self-cross Feature based Spiking Neural Networks for Efficient Few-shot Learning
    ICML 2025 · Qi Xu,
    Junyang Zhu
    ,
    Dongdong Zhou
    ,
    Hao Chen
    ,
    Yang Liu
    ,
    Jiangrong Shen
    ,
    Qiang Zhang
  18. Spiking Neural Networks with Temporal Attention-Guided Adaptive Fusion for imbalanced Multi-modal Learning
    ACM MM 2025 ·
    Jiangrong Shen
    ,
    Yulin Xie
    , Qi Xu,
    Gang Pan
    ,
    Huajin Tang
    ,
    Badong Chen
  19. SpikingYOLOX: Improved YOLOX Object Detection with Fast Fourier Convolution and Spiking Neural Networks
    AAAI 2025 ·
    Wei Miao
    ,
    Jiangrong Shen
    , Qi Xu,
    Timo Hämäläinen
    ,
    Yi Xu
    ,
    Fengyu Cong
  20. TS-SNN: Temporal Shift Module for Spiking Neural Networks
    ICML 2025 ·
    Kairong Yu
    ,
    Tianqing Zhang
    , Qi Xu,
    Gang Pan
    ,
    Hongwei Wang
  21. Temporal Separation with Entropy Regularization for Knowledge Distillation in Spiking Neural Networks
    CVPR 2025 ·
    Kairong Yu
    ,
    Chengting Yu
    ,
    Tianqing Zhang
    ,
    Xiaochen Zhao
    ,
    Shu Yang
    ,
    Hongwei Wang
    ,
    Qiang Zhang
    , Qi Xu
  22. Adaptive deep spiking neural network with global-local learning via balanced excitatory and inhibitory mechanism
    ICLR 2024 ·
    Tingting Jiang
    , Qi Xu,
    Xuming Ran
    ,
    Jiangrong Shen
    ,
    Pan Lv
    ,
    Qiang Zhang
    ,
    Gang Pan
  23. Efficient Spiking Neural Networks with Sparse Selective Activation for Continual Learning
    AAAI 2024 ·
    Jiangrong Shen
    ,
    Wenyao Ni
    , Qi Xu,
    Huajin Tang
  24. RSNN: Recurrent Spiking Neural Networks for Dynamic Spatial-Temporal Information Processing
    ACM MM 2024 · Qi Xu,
    Xuanye Fang
    ,
    Yaxin Li
    ,
    Jiangrong Shen
    ,
    De Ma
    ,
    Yi Xu
    ,
    Gang Pan
  25. Reversing Structural Pattern Learning with Biologically Inspired Knowledge Distillation for Spiking Neural Networks
    ACM MM 2024 · Qi Xu,
    Yaxin Li
    ,
    Xuanye Fang
    ,
    Jiangrong Shen
    ,
    Qiang Zhang
    ,
    Gang Pan
  26. Towards efficient deep spiking neural networks construction with spiking activity based pruning
    ICML 2024 ·
    Yaxin Li
    , Qi Xu,
    Jiangrong Shen
    ,
    Hongming Xu
    ,
    Long Chen
    ,
    Gang Pan