| 2026 | AAAI | TOP-RL: Task-Optimized Progressive Token Pruning with Reinforcement Learning for Vision Language Models. | Hengyi Wang, Weiying Xie, Hui Jiang, Yaotao Wei, Kai Jiang, Mingxiang Cao, Chenhe Hao, Leyuan Fang |
| 2025 | AAAI | Aligning and Prompting Anything for Zero-Shot Generalized Anomaly Detection. | Jitao Ma, Weiying Xie, Hangyu Ye, Daixun Li, Leyuan Fang |
| 2025 | AAAI | AdaGK-SGD: Adaptive Global Knowledge Guided Distributed Stochastic Gradient Descent. | Hangyu Ye, Weiying Xie, Yunsong Li, Leyuan Fang |
| 2025 | CVPR | FedCS: Coreset Selection for Federated Learning. | Chenhe Hao, Weiying Xie, Daixun Li, Haonan Qin, Hangyu Ye, Leyuan Fang, Yunsong Li |
| 2025 | ICCV | Towards Long-Horizon Vision-Language-Action System: Reasoning, Acting and Memory. | Daixun Li, Yusi Zhang, Mingxiang Cao, Donglai Liu, Weiying Xie, Tianlin Hui, Lunkai Lin, Zhiqiang Xie, Yunsong Li |
| 2025 | ICCV | Allowing Oscillation Quantization: Overcoming Solution Space Limitation in Low Bit-Width Quantization. | Weiying Xie, Zihan Meng, Jitao Ma, Wenjin Guo, Haowei Li, Haonan Qin, Leyuan Fang, Yunsong Li |
| 2025 | KDD | FusionSAM: Visual Multi-Modal Learning with Segment Anything Model. | Daixun Li, Weiying Xie, Mingxiang Cao, Yunke Wang, Yusi Zhang, Leyuan Fang, Yunsong Li, Chang Xu |
| 2024 | AAAI | MDFL: Multi-Domain Diffusion-Driven Feature Learning. | Daixun Li, Weiying Xie, Jiaqing Zhang, Yunsong Li |
| 2024 | CVPR | JointSQ: Joint Sparsification-Quantization for Distributed Learning. | Weiying Xie, Haowei Li, Jitao Ma, Yunsong Li, Jie Lei, Donglai Liu, Leyuan Fang |
| 2024 | CVPR | Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning. | Xin Zhang, Jiawei Du, Yunsong Li, Weiying Xie, Joey Tianyi Zhou |
| 2024 | ECCV | DA-BEV: Unsupervised Domain Adaptation for Bird's Eye View Perception. | Kai Jiang, Jiaxing Huang, Weiying Xie, Jie Lei, Yunsong Li, Ling Shao, Shijian Lu |
| 2024 | FPGA | E4SA: An Ultra-Efficient Systolic Array Architecture for 4-Bit Convolutional Neural Networks. | Geng Yang, Jie Lei, Zhenman Fang, Jiaqing Zhang, Junrong Zhang, Weiying Xie, Yunsong Li |
| 2024 | FPL | SA4: A Comprehensive Analysis and Optimization of Systolic Array Architecture for 4-bit Convolutions. | Geng Yang, Jie Lei, Zhenman Fang, Jiaqing Zhang, Junrong Zhang, Weiying Xie, Yunsong Li |
| 2024 | FPL | SDA: Low-Bit Stable Diffusion Acceleration on Edge FPGAs. | Geng Yang, Yanyue Xie, Zhong Jia Xue, Sung-En Chang, Yanyu Li, Peiyan Dong, Jie Lei, Weiying Xie, Yanzhi Wang, Xue Lin, Zhenman Fang |
| 2023 | CVPR | Toward Stable, Interpretable, and Lightweight Hyperspectral Super-Resolution. | Wen-jin Guo, Weiying Xie, Kai Jiang, Yunsong Li, Jie Lei, Leyuan Fang |
| 2023 | FCCM | HyBNN: Quantifying and Optimizing Hardware Efficiency of Binary Neural Networks. | Geng Yang, Jie Lei, Zhenman Fang, Yunsong Li, Jiaqing Zhang, Weiying Xie |
| 2022 | AAAI | Transcoded Video Restoration by Temporal Spatial Auxiliary Network. | Li Xu, Gang He, Jinjia Zhou, Jie Lei, Weiying Xie, Yunsong Li, Yu-Wing Tai |
| 2022 | IGARSS | HTD-VIT: Spectral-Spatial Joint Hyperspectral Target Detection with Vision Transformer. | Haonan Qin, Weiying Xie, Yunsong Li, Qian Du |
| 2021 | AAAI | LREN: Low-Rank Embedded Network for Sample-Free Hyperspectral Anomaly Detection. | Kai Jiang, Weiying Xie, Jie Lei, Tao Jiang, Yunsong Li |
| 2021 | IGARSS | PTGAN: A Proposal-Weighted Two-Stage GAN with Attention for Hyperspectral Target Detection. | Haonan Qin, Weiying Xie, Yunsong Li, Kai Jiang, Jie Lei, Qian Du |
| 2020 | CVPR | A Video Compression Framework Using an Overfitted Restoration Neural Network. | Gang He, Chang Wu, Lei Li, Jinjia Zhou, Xianglin Wang, Yunfei Zheng, Bing Yu, Weiying Xie |
| 2020 | IGARSS | Discriminative Semi-Supervised Generative Adversarial Network for Hyperspectral Anomaly Detection. | Tao Jiang, Weiying Xie, Yunsong Li, Qian Du |
| 2019 | ICTAI | SOON: Specifically Optimized One-Stage Network for Object Detection in Remote Sensing Imagery. | Zhuo Wang, Haonan Qin, Yunsong Li, Jie Lei, Weiying Xie |
| 2017 | IGARSS | A spatial constraint and deep learning based hyperspectral image super-resolution method. | Jing Hu, Yunsong Li, Xi Zhao, Weiying Xie |
| 2014 | IJCNN | Plant recognition based on intersecting cortical model. | Zhaobin Wang, Xiaoguang Sun, Yide Ma, Hongjuan Zhang, Yurun Ma, Weiying Xie, Yaonan Zhang |