Scaling Spike-Driven Transformer With Efficient Spike Firing Approximation Training - Man Yao; Xuerui Qiu; Tianxiang Hu; Jiakui Hu; Yuhong Chou; Keyu Tian; Jianxing Liao; Luziwei Leng; Bo Xu; Guoqi Li (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

A novel multi-step ahead prediction method for landslide displacement based on autoregressive integrated moving average and intelligent algorithm - Peng Shao; Hong Wang; Guangyu Long; Jianxing Liao; Fei Gan; Bin Xu; Ke Hu; Yuhang Teng (Eng. Appl. Artif. Intell., 2024)

Automotive Object Detection via Learning Sparse Events by Spiking Neurons - Hu Zhang; Yanchen Li; Luziwei Leng; Kaiwei Che; Qian Liu; Qinghai Guo; Jianxing Liao; Ran Cheng (IEEE Trans. Cogn. Dev. Syst., 2024)

AutoForma: A Large Language Model-Based Multi-Agent for Computer-Automated Design - Jianxing Liao; Junyan Xu; Sicheng He; Zeke Chen; Shui Yu; Yun Li (IEEE International Conference on Systems, Man, and Cybernetics, SMC 2024, Kuching, Malaysia, October 6-10, 2024, 2024)

GraDiNet: Implicit Self-Distillation of Graph Structural Knowledge - Junyan Xu; Jianxing Liao; Rucong Xu; Yun Li (IEEE International Conference on Systems, Man, and Cybernetics, SMC 2024, Kuching, Malaysia, October 6-10, 2024, 2024)

Benchmarking Neural Decoding Backbones towards Enhanced On-edge iBCI Applications - Zhou Zhou; Guohang He; Zheng Zhang; Luziwei Leng; Qinghai Guo; Jianxing Liao; Xuan Song; Ran Cheng (CoRR, 2024)

Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training - Man Yao; Xuerui Qiu; Tianxiang Hu; Jiakui Hu; Yuhong Chou; Keyu Tian; Jianxing Liao; Luziwei Leng; Bo Xu; Guoqi Li (CoRR, 2024)

Test-Time Training-Free Domain Adaptation - Yongxiang Feng; Weihua He; Kaichao You; Bing Liu; Ziyang Zhang; Yaoyuan Wang; Minglei Li; Yihang Lou; Jiawei Li; Guoqi Li; Jianxing Liao (IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP 2023, Rhodes Island, Greece, June 4-10, 2023, 2023)

Weakly-Supervised Action Localization by Hierarchically-structured Latent Attention Modeling - Guiqin Wang; Peng Zhao; Cong Zhao; Shusen Yang; Jie Cheng; Luziwei Leng; Jianxing Liao; Qinghai Guo (IEEE/CVF International Conference on Computer Vision, ICCV 2023, Paris, France, October 1-6, 2023, 2023)

Efficient Deep Spiking Multi-Layer Perceptrons with Multiplication-Free Inference - Boyan Li; Luziwei Leng; Ran Cheng; Shuaijie Shen; Kaixuan Zhang; Jianguo Zhang; Jianxing Liao (CoRR, 2023)

Weakly-Supervised Action Localization by Hierarchically-structured Latent Attention Modeling - Guiqin Wang; Peng Zhao; Cong Zhao; Shusen Yang; Jie Cheng; Luziwei Leng; Jianxing Liao; Qinghai Guo (CoRR, 2023)

An Event-Driven Spatiotemporal Domain Adaptation Method for DVS Gesture Recognition - Yuhan Zhang; Lindong Wu; Weihua He; Ziyang Zhang; Chen Yang; Yaoyuan Wang; Ying Wang; Kun Tian; Jianxing Liao; Ying Yang (IEEE Trans. Circuits Syst. II Express Briefs, 2022)

Replay-Oriented Gradient Projection Memory for Continual Learning in Medical Scenarios - Kuang Shu; Heng Li; Jie Cheng; Qinghai Guo; Luziwei Leng; Jianxing Liao; Yan Hu; Jiang Liu (IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2022, Las Vegas, NV, USA, December 6-8, 2022, 2022)

TimeReplayer: Unlocking the Potential of Event Cameras for Video Interpolation - Weihua He; Kaichao You; Zhendong Qiao; Xu Jia; Ziyang Zhang; Wenhui Wang; Huchuan Lu; Yaoyuan Wang; Jianxing Liao (IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022, New Orleans, LA, USA, June 18-24, 2022, 2022)

Video Interpolation by Event-Driven Anisotropic Adjustment of Optical Flow - Song Wu; Kaichao You; Weihua He; Chen Yang; Yang Tian; Yaoyuan Wang; Ziyang Zhang; Jianxing Liao (Computer Vision - ECCV 2022 - 17th European Conference, Tel Aviv, Israel, October 23-27, 2022, Proceedings, Part VII, 2022)

Meta Talk: Learning To Data-Efficiently Generate Audio-Driven Lip-Synchronized Talking Face With High Definition - Yuhan Zhang; Weihua He; Minglei Li; Kun Tian; Ziyang Zhang; Jie Cheng; Yaoyuan Wang; Jianxing Liao (IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022, 2022)

Differentiable hierarchical and surrogate gradient search for spiking neural networks - Kaiwei Che; Luziwei Leng; Kaixuan Zhang; Jianguo Zhang; Qinghu Meng; Jie Cheng; Qinghai Guo; Jianxing Liao (Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022, 2022)

TimeReplayer: Unlocking the Potential of Event Cameras for Video Interpolation - Weihua He; Kaichao You; Zhendong Qiao; Xu Jia; Ziyang Zhang; Wenhui Wang; Huchuan Lu; Yaoyuan Wang; Jianxing Liao (CoRR, 2022)

Video Interpolation by Event-driven Anisotropic Adjustment of Optical Flow - Song Wu; Kaichao You; Weihua He; Chen Yang; Yang Tian; Yaoyuan Wang; Ziyang Zhang; Jianxing Liao (CoRR, 2022)

Learning Wasserstein Distance-Based Gaussian Graphical Model for Multivariate Time Series Classification - Xuegang Hu; Jianxing Liao; Peipei Li; Junwei Lv; Lei Li (2020 IEEE International Conference on Knowledge Graph, ICKG 2020, Online, August 9-11, 2020, 2020)

Reasoning mechanism: An effective data reduction algorithm for on-line point cloud selective sampling of sculptured surfaces - Yan Li; Haibo Liu; Ye Tao; Jianxing Liao (Comput. Aided Des., 2019)

Adaptive State Continuity-Based Sparse Inverse Covariance Clustering for Multivariate Time Series - Lei Li; Wei Li; Jianxing Liao; Xuegang Hu (International Conference on Security, Pattern Analysis, and Cybernetics, SPAC 2019, Guangzhou, China, December 20-23, 2019, 2019)

Benchmarking the GPU memory at the warp level - Minquan Fang; Jianbin Fang; Weimin Zhang; Haifang Zhou; Jianxing Liao; Yuangang Wang (Parallel Comput., 2018)