Huajin Tang

Dynamic-Static Decomposition for Novel View Synthesis of Dynamic Scenes with Spiking Neurons CVPR 2026 eRetinexGS: Retinex Modeling for Low-Light Scene Enhancement via Event Streams and 3D Gaussian Splatting CVPR 2026 MPD-SGR: Robust Spiking Neural Networks with Membrane Potential Distribution-Driven Surrogate Gradient Regularization AAAI 2026 On the Role of Temporal Granularity in the Robustness of Spiking Neural Networks CVPR 2026 Robust Spiking Neural Networks by Temporal Mutual Information CVPR 2026 S3Net: Spatiotemporally Separated Sparse Network for Neuromorphic Vision Processing AAAI 2026 S³: Spiking Neurons as an Isolating Segmenter for Brain Signal Decoding AAAI 2026 SPEAK: Spiking Neurons as an Entropy-Aware Tokenizer for Large Language Models ACL 2026 Spike-driven Discrete Aggregation for Event-based Object Detection CVPR 2026 ALADE-SNN: Adaptive Logit Alignment in Dynamically Expandable Spiking Neural Networks for Class Incremental Learning AAAI 2025 EDyGS: Event Enhanced Dynamic 3D Radiance Fields from Blurry Monocular Video IJCAI 2025 E-NeMF: Event-based Neural Motion Field for Novel Space-time View Synthesis of Dynamic Scenes ICCV 2025 EvHDR-GS: Event-guided HDR Video Reconstruction with 3D Gaussian Splatting AAAI 2025 EvHDR-NeRF: Building High Dynamic Range Radiance Fields with Single Exposure Images and Events AAAI 2025 EvSTVSR: Event Guided Space-Time Video Super-Resolution AAAI 2025 GRSN: Gated Recurrent Spiking Neurons for POMDPs and MARL AAAI 2025 Hybrid Spiking Vision Transformer for Object Detection with Event Cameras ICML 2025 Training High Performance Spiking Neural Network by Temporal Model Calibration ICML 2025 EAS-SNN: End-to-End Adaptive Sampling and Representation for Event-based Detection with Recurrent Spiking Neural Networks ECCV 2024 Efficient Spiking Neural Networks with Sparse Selective Activation for Continual Learning AAAI 2024 FEEL-SNN: Robust Spiking Neural Networks with Frequency Encoding and Evolutionary Leak Factor NeurIPS 2024 Successive POI Recommendation via Brain-Inspired Spatiotemporal Aware Representation AAAI 2024 Adaptive Smoothing Gradient Learning for Spiking Neural Networks ICML 2023 A Low Latency Adaptive Coding Spike Framework for Deep Reinforcement Learning IJCAI 2023 Constructing Deep Spiking Neural Networks From Artificial Neural Networks With Knowledge Distillation CVPR 2023 Enhancing Adaptive History Reserving by Spiking Convolutional Block Attention Module in Recurrent Neural Networks NeurIPS 2023 ESL-SNNs: An Evolutionary Structure Learning Strategy for Spiking Neural Networks AAAI 2023 Learnable Surrogate Gradient for Direct Training Spiking Neural Networks IJCAI 2023 Temporal Conditioning Spiking Latent Variable Models of the Neural Response to Natural Visual Scenes NeurIPS 2023 Multi-Level Firing with Spiking DS-ResNet: Enabling Better and Deeper Directly-Trained Spiking Neural Networks IJCAI 2022 Event-based Action Recognition Using Motion Information and Spiking Neural Networks IJCAI 2021 Indoor Lighting Estimation Using an Event Camera CVPR 2021 Effective AER Object Classification Using Segmented Probability-Maximization Learning in Spiking Neural Networks AAAI 2020 Fast and Accurate Classification with a Multi-Spike Learning Algorithm for Spiking Neurons IJCAI 2019 STCA: Spatio-Temporal Credit Assignment with Delayed Feedback in Deep Spiking Neural Networks IJCAI 2019 CSNN: An Augmented Spiking based Framework with Perceptron-Inception IJCAI 2018 Jointly Learning Network Connections and Link Weights in Spiking Neural Networks IJCAI 2018