| 2025 | AAAI | Multi-Frame Deformable Look-Up Table for Compressed Video Quality Enhancement. | Gang He, Guancheng Quan, Chang Wu, Shihao Wang, Dajiang Zhou, Yunsong Li |
| 2025 | AAAI | AdaGK-SGD: Adaptive Global Knowledge Guided Distributed Stochastic Gradient Descent. | Hangyu Ye, Weiying Xie, Yunsong Li, Leyuan Fang |
| 2025 | AAAI | DiffCLIP: Few-shot Language-driven Multimodal Classifier. | Jiaqing Zhang, Mingxiang Cao, Xue Yang, Kai Jiang, Yunsong Li |
| 2025 | CVPR | RivuletMLP: An MLP-based Architecture for Efficient Compressed Video Quality Enhancement. | Gang He, Weiran Wang, Guancheng Quan, Shihao Wang, Dajiang Zhou, Yunsong Li |
| 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 | AAAI | IRPruneDet: Efficient Infrared Small Target Detection via Wavelet Structure-Regularized Soft Channel Pruning. | Mingjin Zhang, Handi Yang, Jie Guo, Yunsong Li, Xinbo Gao, Jing Zhang |
| 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 | ECCV | IRSAM: Advancing Segment Anything Model for Infrared Small Target Detection. | Mingjin Zhang, Yuchun Wang, Jie Guo, Yunsong Li, Xinbo Gao, Jing Zhang |
| 2024 | EMNLP | AMPO: Automatic Multi-Branched Prompt Optimization. | Sheng Yang, Yurong Wu, Yan Gao, Zineng Zhou, Bin Zhu, Xiaodi Sun, Jian-Guang Lou, Zhiming Ding, Anbang Hu, Yuan Fang, Yunsong Li, Junyan Chen, Linjun Yang |
| 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 | IGARSS | Matrix Factorization Informed Interpretable Deep Network for Unregistered Hyperspectral and Multispectral Images Fusion. | Tongzhen Zhang, Jiahui Qu, Yunsong Li, Qian Du, Wenqian Dong |
| 2024 | IJCAI | Beyond Alignment: Blind Video Face Restoration via Parsing-Guided Temporal-Coherent Transformer. | Kepeng Xu, Li Xu, Gang He, Wenxin Yu, Yunsong Li |
| 2024 | WWW | De-Anchor: Mitigating Attention Polarization for Lifelong User Behavior Modeling in Click-Through Rate Prediction. | Hongzun Liu, Kang Yin, Tianyu Sun, Rui Huang, Yunsong Li, Xiao Fang, Zhaojie Liu, Weidong Liu, Guorui Zhou |
| 2023 | CVPR | Toward Stable, Interpretable, and Lightweight Hyperspectral Super-Resolution. | Wen-jin Guo, Weiying Xie, Kai Jiang, Yunsong Li, Jie Lei, Leyuan Fang |
| 2023 | CVPR | Contrastive Semi-Supervised Learning for Underwater Image Restoration via Reliable Bank. | Shirui Huang, Keyan Wang, Huan Liu, Jun Chen, Yunsong Li |
| 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 | CVPR | DRCR Net: Dense Residual Channel Re-calibration Network with Non-local Purification for Spectral Super Resolution. | Jiaojiao Li, Songcheng Du, Chaoxiong Wu, Yihong Leng, Rui Song, Yunsong Li |
| 2022 | IGARSS | HTD-VIT: Spectral-Spatial Joint Hyperspectral Target Detection with Vision Transformer. | Haonan Qin, Weiying Xie, Yunsong Li, Qian Du |
| 2022 | IGARSS | Bilinear Sparse Target Detection for Asbestos Identification in Hyperspectral PRISMA Data. | Yanzi Shi, Paolo Gamba, Jiahui Qu, Yunsong Li |
| 2021 | AAAI | LREN: Low-Rank Embedded Network for Sample-Free Hyperspectral Anomaly Detection. | Kai Jiang, Weiying Xie, Jie Lei, Tao Jiang, Yunsong Li |
| 2021 | ICIG | A Multi-path Neural Network for Hyperspectral Image Super-Resolution. | Jing Zhang, Zekang Wan, Minhao Shao, 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 |
| 2021 | IGARSS | Hyperspectral Target Detection with Hierarchical Denoising Autoencoder and Subspace Projection. | Yanzi Shi, Keyan Wang, Jiaojiao Li, Yunsong Li |
| 2021 | IGARSS | Spectral Reconstruction Using Residual Channel Affinity Propagation Network with Structural Similarity Constraint. | Chaoxiong Wu, Jiaojiao Li, Rui Song, Yunsong Li |
| 2021 | IGARSS | Semi-Supervised Graph Prototypical Networks for Hyperspectral Image Classification. | Bobo Xi, Jiaojiao Li, Yunsong Li, Qian Du |
| 2021 | IGARSS | Multi-Scale Structure-Conditioned Feature Transform Network for Object Detection in Remote Sensing Imagery. | Huanqing Zhang, Jiaojiao Li, Rui Song, Yunsong Li |
| 2021 | IGARSS | Pansharpening of Hyperspectral Images with Detail Guided Feature Modulation. | Yuxuan Zheng, Jiaojiao Li, Yunsong Li, Kailang Cao, Keyan Wang |
| 2021 | IGARSS | An Extreme Learning Machine Correction Network for High Precision Satellite Attitude Determination. | Kailang Cao, Jiaojiao Li, Rui Song, Yunsong Li, Weijiao Jiang |
| 2021 | IGARSS | Hyperspectral Anomaly Detection via Local Gradient Guidance. | Jing Hu, Yujing Zhang, Minghua Zhao, Jiawei Ning, Min Zhang, Yunsong Li |
| 2020 | CVPR | NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image. | Boaz Arad, Radu Timofte, Ohad Ben-Shahar, Yi-Tun Lin, Graham D. Finlayson, Shai Givati, Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Fei Liu, Zhiqiang Lang, Wei Wei, Lei Zhang, Jiangtao Nie, Yuzhi Zhao, Lai-Man Po, Qiong Yan, Wei Liu, Tingyu Lin, Youngjung Kim, Changyeop Shin, Kyeongha Rho, Sungho Kim, Zhiyu Zhu, Junhui Hou, He Sun, Jinchang Ren, Zhenyu Fang, Yijun Yan, Hao Peng, Xiaomei Chen, Jie Zhao, Tarek Stiebel, Simon Koppers, Dorit Merhof, Honey Gupta, Kaushik Mitra, Biebele Joslyn Fubara, Mohamed H. Sedky, Dave Dyke, Atmadeep Banerjee, Akash Palrecha, Sabarinathan sabarinathan, K. Uma, D. Synthiya Vinothini, B. Sathya Bama, S. M. Md Mansoor Roomi |
| 2020 | CVPR | Adaptive Weighted Attention Network with Camera Spectral Sensitivity Prior for Spectral Reconstruction from RGB Images. | Jiaojiao Li, Chaoxiong Wu, Rui Song, Yunsong Li, Fei Liu |
| 2020 | IGARSS | Hyperspectral Target Detection With RoI Feature Transformation. | Yanzi Shi, Jiaojiao Li, Yunsong Li |
| 2020 | IGARSS | Spectral Super-Resolution Using Hybrid 2D-3D Structure Tensor Attention Networks with Camera Spectral Sensitivity Prior. | Chaoxiong Wu, Jiaojiao Li, Rui Song, Yunsong Li |
| 2020 | IGARSS | Deep Encoder-Decoder Network Based on the Up and Down Blocks Using Wavelet Transform for Cloud Detection. | Jing Zhang, Hui Wang, Qin Zhou, Yuchen Wang, Yunsong Li |
| 2020 | IGARSS | Cloud Detection Using Gabor Filters and Attention-Based Convolutional Neural Network for Remote Sensing Images. | Jing Zhang, Qin Zhou, Hui Wang, Yuchen Wang, Yunsong Li |
| 2020 | IGARSS | Deep Residual Spatial Attention Network for Hyperspectral Pansharpening. | Yuxuan Zheng, Jiaojiao Li, Yunsong Li, Yanzi Shi, Jiahui Qu |
| 2020 | IGARSS | Deep Intra Fusion for Hyperspectral Image Super-Resolution. | Jing Hu, Huilin Chen, Minghua Zhao, Yunsong Li |
| 2020 | IGARSS | Discriminative Semi-Supervised Generative Adversarial Network for Hyperspectral Anomaly Detection. | Tao Jiang, Weiying Xie, Yunsong Li, Qian Du |
| 2020 | VCIP | Deep Convolutional Neural Network Based on Multi-Scale Feature Extraction for Image Denoising. | Jing Zhang, Liu Sang, Zekang Wan, Yuchen Wang, Yunsong Li |
| 2019 | IGARSS | Hyperspectral and Panchromatic Image Fusion Based on Weighted Tensor Matrix. | Jiahui Qu, Qian Du, Yunsong Li, Wenqian Dong |
| 2019 | IGARSS | Hyperspectral Pansharpening Based on Guided Filter and Deep Residual Learning. | Yuxuan Zheng, Jiaojiao Li, Yunsong Li |
| 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 |
| 2019 | IGARSS | Deep Spatial-Spectral Information Exploitation for Rapid Hyperspectral Image Super-Resolution. | Jing Hu, Yunsong Li, Minghua Zhao, Yaling Zhang |
| 2019 | IGARSS | Dual 1D-2D Spatial-Spectral CNN for Hyperspectral Image Super-Resolution. | Jiaojiao Li, Ruxing Cui, Bo Li, Yunsong Li, Shaohui Mei, Qian Du |
| 2018 | AAAI | Face Sketch Synthesis From Coarse to Fine. | Mingjin Zhang, Nannan Wang, Yunsong Li, Ruxin Wang, Xinbo Gao |
| 2018 | ACML | Underwater Image Restoration Based on Convolutional Neural Network. | Yan Hu, Keyan Wang, Xi Zhao, Hui Wang, Yunsong Li |
| 2018 | HPCC | Parallel Computing Implementation for Real-Time Image Dehazing Based on Dark Channel. | Xianyun Wu, Ru Wang, Yunsong Li, Kai Liu |
| 2018 | IGARSS | Fusion of Hyperspectral and Panchromatic Images using Structure Tensor. | Jiahui Qu, Yunsong Li, Wenqian Dong |
| 2018 | IJCAI | Markov Random Neural Fields for Face Sketch Synthesis. | Mingjin Zhang, Nannan Wang, Xinbo Gao, Yunsong Li |
| 2017 | CVPR | Robust Interpolation of Correspondences for Large Displacement Optical Flow. | Yinlin Hu, Yunsong Li, Rui Song |
| 2017 | IGARSS | A new hyperspectral pansharpening method based on guided fliter. | Jiahui Qu, Yunsong Li, Wenqian Dong |
| 2017 | IGARSS | A spatial constraint and deep learning based hyperspectral image super-resolution method. | Jing Hu, Yunsong Li, Xi Zhao, Weiying Xie |
| 2017 | VCIP | Quantitative evaluation for dehazing algorithms on synthetic outdoor hazy dataset. | Yufei Li, Keyan Wang, Ning Xu, Yunsong Li |
| 2017 | VCIP | Deep fully convolutional regression networks for single image haze removal. | Xi Zhao, Keyan Wang, Yunsong Li, Jiaojiao Li |
| 2016 | CVPR | Efficient Coarse-to-Fine Patch Match for Large Displacement Optical Flow. | Yinlin Hu, Rui Song, Yunsong Li |
| 2016 | FPGA | A High-throughput Architecture for Lossless Decompression on FPGA Designed Using HLS (Abstract Only). | Jie Lei, Yu-Ting Chen, Yunsong Li, Jason Cong |
| 2016 | ICIP | Fast algorithm for prediction unit and mode decisions of intra depth coding in 3D-HEVC. | Ruixue Guo, Gang He, Yunsong Li, Keyan Wang |
| 2016 | ICIP | Fast algorithm based on sole- and multi-depth measurements for HEVC intra coding. | Gang He, Jing Hu, Yunsong Li, Wenxin Yu |
| 2016 | IGARSS | Subspace selection for hyperspectral pansharpening using sparse unmixing. | Chiru Ge, Yunsong Li, Jiaojiao Li, Keyan Wang |
| 2016 | IGARSS | Representation-based hyperspectral image classification with imbalanced data. | Jiaojiao Li, Qian Du, Wei Li, Yunsong Li |
| 2016 | VCIP | A fast mode selection for depth modelling modes of intra depth coding in 3D-HEVC. | Peikun Liu, Gang He, Shun Xue, Yunsong Li |
| 2011 | ICIP | Progressive correlation noise refinement for transform domain Wyner-Ziv video coding. | Juan Song, Keyan Wang, Haiying Liu, Yunsong Li, Chengke Wu |
| 2010 | ICIP | A dual symbol arithmetic coder architecture with reduced memory for JPEG2000. | Kai Liu, Yunsong Li |
| 2010 | ICIP | Super-resolution image reconstruction based on guided cost function. | Ruo-mei Yan, Yun-feng Zhang, Yunsong Li, Chengke Wu |
| 2009 | DCC | Dual-Direction Prediction Vector Quantization for Lossless Compression of LASIS Data. | Jing Ma, Chengke Wu, Yunsong Li, Keyan Wang |
| 2008 | AINA | Priority Ordering Algorithm for Scalable Video Coding Transmission over Heterogeneous Network. | Song Xiao, Chengke Wu, Yunsong Li, Jianchao Du, C.-C. Jay Kuo |
| 2006 | ICCSA | X-Torus: A Variation of Torus Topology with Lower Diameter and Larger Bisection Width. | Huaxi Gu, Qiming Xie, Kun Wang, Jie Zhang, Yunsong Li |
| 2006 | ICIP | Efficient Line-Based VLSI Architecture for 2-D Lifting DWT. | Keyan Wang, Chengke Wu, Kai Liu, Yunsong Li, Jechang Jeong |
| 2003 | AINA | A New Robust Multiple Description Coding Method Based on Region of Interest. | Song Xiao, Fang Zhang, Chengke Wu, Yunsong Li, Yaoping Yan |