Pan, Gang

72 publications

ICLR 2025 BrainUICL: An Unsupervised Individual Continual Learning Framework for EEG Applications Yangxuan Zhou, Sha Zhao, Jiquan Wang, Haiteng Jiang, Shijian Li, Tao Li, Gang Pan

ICCV 2025 Bridging the Gap Between Brain and Machine in Interpreting Visual Semantics: Towards Self-Adaptive Brain-to-Text Decoding Jiaxuan Chen, Yu Qi, Yueming Wang, Gang Pan

ICLR 2025 CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding Jiquan Wang, Sha Zhao, Zhiling Luo, Yangxuan Zhou, Haiteng Jiang, Shijian Li, Tao Li, Gang Pan

ICCV 2025 E-NeMF: Event-Based Neural Motion Field for Novel Space-Time View Synthesis of Dynamic Scenes Yan Liu, Zehao Chen, Haojie Yan, De Ma, Huajin Tang, Qian Zheng, Gang Pan

IJCAI 2025 EDyGS: Event Enhanced Dynamic 3D Radiance Fields from Blurry Monocular Video Mengxu Lu, Zehao Chen, Yan Liu, De Ma, Huajin Tang, Qian Zheng, Gang Pan

ICML 2025 Efficient ANN-SNN Conversion with Error Compensation Learning Chang Liu, Jiangrong Shen, Xuming Ran, Mingkun Xu, Qi Xu, Yi Xu, Gang Pan

AAAI 2025 EvHDR-GS: Event-Guided HDR Video Reconstruction with 3D Gaussian Splatting Zehao Chen, Zhan Lu, De Ma, Huajin Tang, Xudong Jiang, Qian Zheng, Gang Pan

AAAI 2025 EvHDR-NeRF: Building High Dynamic Range Radiance Fields with Single Exposure Images and Events Zehao Chen, Zhanfeng Liao, De Ma, Huajin Tang, Qian Zheng, Gang Pan

AAAI 2025 EvSTVSR: Event Guided Space-Time Video Super-Resolution Haojie Yan, Zhan Lu, Zehao Chen, De Ma, Huajin Tang, Qian Zheng, Gang Pan

ICML 2025 Flow Matching for Few-Trial Neural Adaptation with Stable Latent Dynamics Puli Wang, Yu Qi, Yueming Wang, Gang Pan

ICML 2025 Hybrid Spiking Vision Transformer for Object Detection with Event Cameras Qi Xu, Jie Deng, Jiangrong Shen, Biwu Chen, Huajin Tang, Gang Pan

ICLR 2025 Improving the Sparse Structure Learning of Spiking Neural Networks from the View of Compression Efficiency Jiangrong Shen, Qi Xu, Gang Pan, Badong Chen

ICML 2025 MetricEmbedding: Accelerate Metric Nearness by Tropical Inner Product Muyang Cao, Jiajun Yu, Xin Du, Gang Pan, Wei Wang

ICLR 2025 Mitigating Reward Over-Optimization in RLHF via Behavior-Supported Regularization Juntao Dai, Taiye Chen, Yaodong Yang, Qian Zheng, Gang Pan

NeurIPS 2025 Neural-Driven Image Editing Pengfei Zhou, Jie Xia, Xiaopeng Peng, Wangbo Zhao, Zilong Ye, Zekai Li, Suorong Yang, Jiadong Pan, Yuanxiang Chen, Ziqiao Wang, Kai Wang, Qian Zheng, Xiaojun Chang, Gang Pan, Shurong Dong, Kaipeng Zhang, Yang You

AAAI 2025 Personalized Sleep Staging Leveraging Source-Free Unsupervised Domain Adaptation Yangxuan Zhou, Sha Zhao, Jiquan Wang, Haiteng Jiang, Shijian Li, Benyan Luo, Tao Li, Gang Pan

NeurIPS 2025 SPICED: A Synaptic Homeostasis-Inspired Framework for Unsupervised Continual EEG Decoding Yangxuan Zhou, Sha Zhao, Jiquan Wang, Haiteng Jiang, Shijian Li, Tao Li, Gang Pan

ICML 2025 TS-SNN: Temporal Shift Module for Spiking Neural Networks Kairong Yu, Tianqing Zhang, Qi Xu, Gang Pan, Hongwei Wang

ICML 2025 Training High Performance Spiking Neural Network by Temporal Model Calibration Jiaqi Yan, Changping Wang, De Ma, Huajin Tang, Qian Zheng, Gang Pan

ICCV 2025 Unsupervised RGB-D Point Cloud Registration for Scenes with Low Overlap and Photometric Inconsistency Yejun Shou, Haocheng Wang, Lingfeng Shen, Qian Zheng, Gang Pan, Yanlong Cao

ICLR 2024 Adaptive Deep Spiking Neural Network with Global-Local Learning via Balanced Excitatory and Inhibitory Mechanism Tingting Jiang, Qi Xu, Xuming Ran, Jiangrong Shen, Pan Lv, Qiang Zhang, Gang Pan

AAAI 2024 Bridging the Semantic Latent Space Between Brain and Machine: Similarity Is All You Need Jiaxuan Chen, Yu Qi, Yueming Wang, Gang Pan

NeurIPS 2024 FEEL-SNN: Robust Spiking Neural Networks with Frequency Encoding and Evolutionary Leak Factor Mengting Xu, De Ma, HuaJin Tang, Qian Zheng, Gang Pan

AAAI 2024 Generalizable Sleep Staging via Multi-Level Domain Alignment Jiquan Wang, Sha Zhao, Haiteng Jiang, Shijian Li, Tao Li, Gang Pan

IJCAI 2024 LitE-SNN: Designing Lightweight and Efficient Spiking Neural Network Through Spatial-Temporal Compressive Network Search and Joint Optimization Qianhui Liu, Jiaqi Yan, Malu Zhang, Gang Pan, Haizhou Li

CVPR 2024 Mind Artist: Creating Artistic Snapshots with Human Thought Jiaxuan Chen, Yu Qi, Yueming Wang, Gang Pan

ICML 2024 Resisting Stochastic Risks in Diffusion Planners with the Trajectory Aggregation Tree Lang Feng, Pengjie Gu, Bo An, Gang Pan

NeurIPS 2024 Rethinking the Membrane Dynamics and Optimization Objectives of Spiking Neural Networks Hangchi Shen, Qian Zheng, Huamin Wang, Gang Pan

ICML 2024 Safe Reinforcement Learning Using Finite-Horizon Gradient-Based Estimation Juntao Dai, Yaodong Yang, Qian Zheng, Gang Pan

AAAI 2024 Spiking NeRF: Representing the Real-World Geometry by a Discontinuous Representation Zhanfeng Liao, Yan Liu, Qian Zheng, Gang Pan

CVPR 2024 Spin-up: Spin Light for Natural Light Uncalibrated Photometric Stereo Zongrui Li, Zhan Lu, Haojie Yan, Boxin Shi, Gang Pan, Qian Zheng, Xudong Jiang

ICML 2024 Towards Efficient Deep Spiking Neural Networks Construction with Spiking Activity Based Pruning Yaxin Li, Qi Xu, Jiangrong Shen, Hongming Xu, Long Chen, Gang Pan

NeurIPS 2023 Alleviating the Semantic Gap for Generalized fMRI-to-Image Reconstruction Tao Fang, Qian Zheng, Gang Pan

AAAI 2023 Augmented Proximal Policy Optimization for Safe Reinforcement Learning Juntao Dai, Jiaming Ji, Long Yang, Qian Zheng, Gang Pan

CVPR 2023 Constructing Deep Spiking Neural Networks from Artificial Neural Networks with Knowledge Distillation Qi Xu, Yaxin Li, Jiangrong Shen, Jian K. Liu, Huajin Tang, Gang Pan

ICML 2023 Controlling Type Confounding in Ad Hoc Teamwork with Instance-Wise Teammate Feedback Rectification Dong Xing, Pengjie Gu, Qian Zheng, Xinrun Wang, Shanqi Liu, Longtao Zheng, Bo An, Gang Pan

CVPR 2023 DANI-Net: Uncalibrated Photometric Stereo by Differentiable Shadow Handling, Anisotropic Reflectance Modeling, and Neural Inverse Rendering Zongrui Li, Qian Zheng, Boxin Shi, Gang Pan, Xudong Jiang

AAAI 2023 ESL-SNNs: An Evolutionary Structure Learning Strategy for Spiking Neural Networks Jiangrong Shen, Qi Xu, Jian K. Liu, Yueming Wang, Gang Pan, Huajin Tang

NeurIPS 2023 Enhancing Adaptive History Reserving by Spiking Convolutional Block Attention Module in Recurrent Neural Networks Qi Xu, Yuyuan Gao, Jiangrong Shen, Yaxin Li, Xuming Ran, Huajin Tang, Gang Pan

AAAI 2023 Extracting Semantic-Dynamic Features for Long-Term Stable Brain Computer Interface Tao Fang, Qian Zheng, Yu Qi, Gang Pan

AAAI 2023 Loan Fraud Users Detection in Online Lending Leveraging Multiple Data Views Sha Zhao, Yongrui Huang, Ling Chen, Chunping Wang, Shijian Li, Lei Chen, Gang Pan

AAAI 2023 Off-Policy Proximal Policy Optimization Wenjia Meng, Qian Zheng, Gang Pan, Yilong Yin

ICML 2023 Rethinking Visual Reconstruction: Experience-Based Content Completion Guided by Visual Cues Jiaxuan Chen, Yu Qi, Gang Pan

NeurIPS 2022 Constrained Update Projection Approach to Safe Policy Optimization Long Yang, Jiaming Ji, Juntao Dai, Linrui Zhang, Binbin Zhou, Pengfei Li, Yaodong Yang, Gang Pan

IJCAI 2022 Multi-Level Firing with Spiking DS-ResNet: Enabling Better and Deeper Directly-Trained Spiking Neural Networks Lang Feng, Qianhui Liu, Huajin Tang, De Ma, Gang Pan

NeurIPS 2022 Online Neural Sequence Detection with Hierarchical Dirichlet Point Process Weihan Li, Yu Qi, Gang Pan

AAAI 2022 Policy Optimization with Stochastic Mirror Descent Long Yang, Yu Zhang, Gang Zheng, Qian Zheng, Pengfei Li, Jianhang Huang, Gang Pan

IJCAI 2022 TinyLight: Adaptive Traffic Signal Control on Devices with Extremely Limited Resources Dong Xing, Qian Zheng, Qianhui Liu, Gang Pan

NeurIPS 2022 Tracking Functional Changes in Nonstationary Signals with Evolutionary Ensemble Bayesian Model for Robust Neural Decoding Xinyun Zhu, Yu Qi, Gang Pan, Yueming Wang

IJCAI 2021 Event-Based Action Recognition Using Motion Information and Spiking Neural Networks Qianhui Liu, Dong Xing, Huajin Tang, De Ma, Gang Pan

CVPR 2021 Indoor Lighting Estimation Using an Event Camera Zehao Chen, Qian Zheng, Peisong Niu, Huajin Tang, Gang Pan

IJCAI 2021 Learning with Generated Teammates to Achieve Type-Free Ad-Hoc Teamwork Dong Xing, Qianhui Liu, Qian Zheng, Gang Pan

AAAI 2021 On Convergence of Gradient Expected Sarsa(λ) Long Yang, Gang Zheng, Yu Zhang, Qian Zheng, Pengfei Li, Gang Pan

AAAI 2021 Sample Complexity of Policy Gradient Finding Second-Order Stationary Points Long Yang, Qian Zheng, Gang Pan

AAAI 2020 Effective AER Object Classification Using Segmented Probability-Maximization Learning in Spiking Neural Networks Qianhui Liu, Haibo Ruan, Dong Xing, Huajin Tang, Gang Pan

NeurIPS 2020 Reconstructing Perceptive Images from Brain Activity by Shape-Semantic GAN Tao Fang, Yu Qi, Gang Pan

NeurIPS 2019 Dynamic Ensemble Modeling Approach to Nonstationary Neural Decoding in Brain-Computer Interfaces Yu Qi, Bin Liu, Yueming Wang, Gang Pan

IJCAI 2019 STCA: Spatio-Temporal Credit Assignment with Delayed Feedback in Deep Spiking Neural Networks Pengjie Gu, Rong Xiao, Gang Pan, Huajin Tang

IJCAI 2018 A Unified Approach for Multi-Step Temporal-Difference Learning with Eligibility Traces in Reinforcement Learning Long Yang, Minhao Shi, Qian Zheng, Wenjia Meng, Gang Pan

IJCAI 2018 CSNN: An Augmented Spiking Based Framework with Perceptron-Inception Qi Xu, Yu Qi, Hang Yu, Jiangrong Shen, Huajin Tang, Gang Pan

IJCAI 2018 Jointly Learning Network Connections and Link Weights in Spiking Neural Networks Yu Qi, Jiangrong Shen, Yueming Wang, Huajin Tang, Hang Yu, Zhaohui Wu, Gang Pan

IJCAI 2018 Knowledge-Guided Agent-Tactic-Aware Learning for StarCraft Micromanagement Yue Hu, Juntao Li, Xi Li, Gang Pan, Mingliang Xu

CVPR 2015 Improving Object Detection with Deep Convolutional Networks via Bayesian Optimization and Structured Prediction Yuting Zhang, Kihyuk Sohn, Ruben Villegas, Gang Pan, Honglak Lee

IJCAI 2013 Online Community Detection for Large Complex Networks Wangsheng Zhang, Gang Pan, Zhaohui Wu, Shijian Li

CVPR 2010 Removal of 3D Facial Expressions: A Learning-Based Approach Gang Pan, Song Han, Zhaohui Wu, Yuting Zhang

ECCV 2008 3D Face Recognition by Local Shape Difference Boosting Yueming Wang, Xiaoou Tang, Jianzhuang Liu, Gang Pan, Rong Xiao

CVPR 2008 Hallucinating 3D Facial Shapes Gang Pan, Song Han, Zhaohui Wu

CVPR 2007 3D Face Recognition in the Presence of Expression: A Guidance-Based Constraint Deformation Approach Yueming Wang, Gang Pan, Zhaohui Wu

ICCV 2007 Eyeblink-Based Anti-Spoofing in Face Recognition from a Generic Webcamera Gang Pan, Lin Sun, Zhaohui Wu, Shihong Lao

ECCV 2006 Super-Resolution of 3D Face Gang Pan, Shi Han, Zhaohui Wu, Yueming Wang

CVPR 2005 3D Face Recognition Using Mapped Depth Images Gang Pan, Shi Han, Zhaohui Wu, Yueming Wang

CVPRW 2005 3D Face Recognition Using Mapped Depth Images Gang Pan, Shi Han, Zhaohui Wu, Yueming Wang