Shengxi Li

99 papers A* 14A 8B 3C 3Misc 5Journal 59Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Novel Visible-Infrared Image Compression Framework for High-Value Target Protection.
IEEE Signal Process. Lett.
Yufan Deng, Xin Deng, Shengxi Li, Xiaowan Hu, Mai Xu
2026 J jnl
Breaking the Multi-Enhancement Bottleneck: Domain-Consistent Quality Enhancement for Compressed Images.
IEEE Trans. Pattern Anal. Mach. Intell.
Qunliang Xing, Ce Zheng, Mai Xu, Jing Yang, Shengxi Li
2026 A* conf
Burst Image Quality Assessment: A New Benchmark and Unified Framework for Multiple Downstream Tasks.
AAAI
Xiaoye Liang, Lai Jiang, Minglang Qiao, Yichen Guo, Yue Zhang, Xin Deng, Shengxi Li, Yufan Liu, Mai Xu
2026 A* conf
Dynamic Semantic Tokenization for Time Series via Elastic Sampling on Physics-aware Perception.
AAAI
Huaizhang Liao, Zhixiong Yang, Jingyuan Xia, Yuheng Sun, Yue Zhang, Shengxi Li, Yongxiang Liu
2026 J jnl
REMAC: Reference-Based Martian Asymmetrical Image Compression.
CoRR
Qing Ding, Mai Xu, Shengxi Li, Xin Deng, Xin Zou
2026 J jnl
Say the image: Auditory masking effect-driven invertible network for progressive image-in-audio steganography.
J. Inf. Secur. Appl.
Jinghang Song, Fangyuan Gao, Xin Deng, Shengxi Li, Mai Xu
2026 J jnl
SportSal: Hypernetwork-Based Saliency Prediction for Sports Videos.
IEEE Trans. Circuits Syst. Video Technol.
Mai Xu, Shijie Wen, Lai Jiang, Minglang Qiao, Shengxi Li, Tao Xu
2025 J jnl
A multimodal transformer system for noninvasive diabetic nephropathy diagnosis via retinal imaging.
npj Digit. Medicine
Zheyi Dong, Xiaofei Wang, Sai Pan, Taohan Weng, Xiaoniao Chen, Shuangshuang Jiang, Ying Li, Zonghua Wang, Xueying Cao, Qian Wang, Pu Chen, Lai Jiang, Guangyan Cai, Li Zhang, Yong Wang, Jinkui Yang, Yani He, Hongli Lin, Jie Wu, Li Tang, Jianhui Zhou, Shengxi Li, Zhaohui Li, Yibing Fu, Xinyue Yu, Yanqiu Geng, Yingjie Zhang, Liqiang Wang, Mai Xu, Xiangmei Chen
2025 J jnl
Benchmarking and Enhancing VLM for Compressed Image Understanding.
CoRR
Zifu Zhang, Tongda Xu, Siqi Li, Shengxi Li, Yue Zhang, Mai Xu, Yan Wang
2025 J jnl
Burst Image Quality Assessment: A New Benchmark and Unified Framework for Multiple Downstream Tasks.
CoRR
Xiaoye Liang, Lai Jiang, Minglang Qiao, Yichen Guo, Yue Zhang, Xin Deng, Shengxi Li, Yufan Liu, Mai Xu
2025 — conf
Collateral Circulation Guided Multi-Modality Fusion Network for Postoperative Infarct Prediction.
MICCAI (15)
Yichen Guo, Xinyi Zhao, Lisong Dai, Heming Dong, Lai Jiang, Mai Xu, Shengxi Li
2025 J jnl
Continuous Patch Stitching for Block-Wise Image Compression.
IEEE Signal Process. Lett.
Zifu Zhang, Shengxi Li, Henan Liu, Mai Xu, Ce Zhu
2025 J jnl
Continuous Patch Stitching for Block-wise Image Compression.
CoRR
Zifu Zhang, Shengxi Li, Henan Liu, Mai Xu, Ce Zhu
2025 J jnl
Hierarchical Semantic Compression for Consistent Image Semantic Restoration.
CoRR
Shengxi Li, Zifu Zhang, Mai Xu, Lai Jiang, Yufan Liu, Ce Zhu
2025 J jnl
Hierarchical Semantic Compression for Consistent Image Semantic Restoration.
IEEE Trans. Image Process.
Shengxi Li, Zifu Zhang, Mai Xu, Lai Jiang, Yufan Liu, Ce Zhu
2025 A* conf
InstructOCR: Instruction Boosting Scene Text Spotting.
AAAI
Chen Duan, Qianyi Jiang, Pei Fu, Jiamin Chen, Shengxi Li, Zining Wang, Shan Guo, Junfeng Luo
2025 J jnl
Luminance-Aware Statistical Quantization: Unsupervised Hierarchical Learning for Illumination Enhancement.
CoRR
Derong Kong, Zhixiong Yang, Shengxi Li, Shuaifeng Zhi, Li Liu, Zhen Liu, Jingyuan Xia
2025 J jnl
MDSC-Net: Multi-Modal Discriminative Sparse Coding Driven RGB-D Classification Network.
IEEE Trans. Multim.
Jingyi Xu, Xin Deng, Yibing Fu, Mai Xu, Shengxi Li
2025 J jnl
Machines Serve Human: A Novel Variable Human-machine Collaborative Compression Framework.
CoRR
Zifu Zhang, Shengxi Li, Xiancheng Sun, Mai Xu, Zhengyuan Liu, Jingyuan Xia
2025 J jnl
Patch Inverter: A Novel Block-Wise GAN Inversion Method for Arbitrary Image Resolutions.
IEEE Signal Process. Lett.
Yifei Li, Mai Xu, Shengxi Li, Jialu Zhang, Zhenyu Guan
2025 A conf
Quality Control For HEVC: A Deep Reinforcement Learning Approach.
ICME
Yichen Guo, Rui Ding, Mai Xu, Lai Jiang, Shengxi Li, Xin Deng
2025 J jnl
Recruiting Teacher IF Modality for Nephropathy Diagnosis: A Customized Distillation Method With Attention-Based Diffusion Network.
IEEE Trans. Medical Imaging
Mai Xu, Ning Dai, Lai Jiang, Yibing Fu, Xin Deng, Shengxi Li
2025 A conf
SANE: Enhancing Large-scale Scene Representation with Semantic-aware NeRF Experts.
ICME
Zesheng Wang, Yufeng Wang, Shuangkang Fang, Xinrui Zhang, Dacheng Qi, Shengxi Li, Mai Xu, Wenrui Ding
2025 A* conf
Spherical Manifold Guided Diffusion Model for Panoramic Image Generation.
CVPR
Xiancheng Sun, Mai Xu, Shengxi Li, Senmao Ma, Xin Deng, Lai Jiang, Gang Shen
2025 J jnl
Spherical Patch Generative Adversarial Net for Unconditional Panoramic Image Generation.
IEEE Trans. Image Process.
Mai Xu, Xiancheng Sun, Shengxi Li, Lai Jiang, Jingyuan Xia, Xin Deng
2025 A* conf
Spherical-Nested Diffusion Model for Panoramic Image Outpainting.
ICML
Xiancheng Sun, Senmao Ma, Shengxi Li, Mai Xu, Jingyuan Xia, Lai Jiang, Xin Deng, Jiali Wang
2024 A* conf
A Dynamic Kernel Prior Model for Unsupervised Blind Image Super-Resolution.
CVPR
Zhixiong Yang, Jingyuan Xia, Shengxi Li, Xinghua Huang, Shuanghui Zhang, Zhen Liu, Yaowen Fu, Yongxiang Liu
2024 — conf
A Novel Patch Selection Approach for Quality Assessment on Short-Form Videos.
WCSP
Shijie Wen, Lai Jiang, Minglang Qiao, Mai Xu, Xin Deng, Shengxi Li, Yiping Duan
2024 J jnl
Assessing Face Image Quality: A Large-Scale Database and a Transformer Method.
IEEE Trans. Pattern Anal. Mach. Intell.
Tie Liu, Shengxi Li, Mai Xu, Li Yang, Xiaofei Wang
2024 J jnl
Blind Super-Resolution via Meta-Learning and Markov Chain Monte Carlo Simulation.
IEEE Trans. Pattern Anal. Mach. Intell.
Jingyuan Xia, Zhixiong Yang, Shengxi Li, Shuanghui Zhang, Yaowen Fu, Deniz Gündüz, Xiang Li
2024 J jnl
Blind Super-Resolution via Meta-learning and Markov Chain Monte Carlo Simulation.
CoRR
Jingyuan Xia, Zhixiong Yang, Shengxi Li, Shuanghui Zhang, Yaowen Fu, Deniz Gündüz, Xiang Li
2024 J jnl
CF-GO-Net: A Universal Distribution Learner via Characteristic Function Networks with Graph Optimizers.
CoRR
Zeyang Yu, Shengxi Li, Danilo P. Mandic
2024 A* conf
Causal Context Adjustment Loss for Learned Image Compression.
NeurIPS
Minghao Han, Shiyin Jiang, Shengxi Li, Xin Deng, Mai Xu, Ce Zhu, Shuhang Gu
2024 J jnl
Causal Context Adjustment Loss for Learned Image Compression.
CoRR
Minghao Han, Shiyin Jiang, Shengxi Li, Xin Deng, Mai Xu, Ce Zhu, Shuhang Gu
2024 J jnl
CrossHomo: Cross-Modality and Cross-Resolution Homography Estimation.
IEEE Trans. Pattern Anal. Mach. Intell.
Xin Deng, Enpeng Liu, Chao Gao, Shengxi Li, Shuhang Gu, Mai Xu
2024 A* conf
Enhancing Quality of Compressed Images by Mitigating Enhancement Bias Towards Compression Domain.
CVPR
Qunliang Xing, Mai Xu, Shengxi Li, Xin Deng, Meisong Zheng, Huaida Liu, Ying Chen
2024 J jnl
Enhancing Quality of Compressed Images by Mitigating Enhancement Bias Towards Compression Domain.
CoRR
Qunliang Xing, Mai Xu, Shengxi Li, Xin Deng, Meisong Zheng, Huaida Liu, Ying Chen
2024 B conf
Hybrid Single Input and Multiple Output Method For Compressing Features Towards Machine Vision Tasks.
ICIP
Zifu Zhang, Shengxi Li, Tie Liu, Mai Xu, Tao Xu, Zhenyu Guan, Zhuoyi Lv
2024 J jnl
InstructOCR: Instruction Boosting Scene Text Spotting.
CoRR
Chen Duan, Qianyi Jiang, Pei Fu, Jiamin Chen, Shengxi Li, Zining Wang, Shan Guo, Junfeng Luo
2024 J jnl
Introduction to the Special Issue on AI-Generated Content for Multimedia.
IEEE Trans. Circuits Syst. Video Technol.
Shengxi Li, Xuelong Li, Leonardo Chiariglione, Jiebo Luo, Wenwu Wang, Zhengyuan Yang, Danilo P. Mandic, Hamido Fujita
2024 J jnl
Laplacian Gradient Consistency Prior for Flash Guided Non-Flash Image Denoising.
IEEE Trans. Image Process.
Jingyi Xu, Xin Deng, Chenxiao Zhang, Shengxi Li, Mai Xu
2024 — conf
MT-VQA: A Multi-task Approach for Quality Assessment of Short-form Videos.
QoEVMA@MM
Shijie Wen, Minglang Qiao, Lai Jiang, Mai Xu, Xin Deng, Shengxi Li
2024 J jnl
Meta-learning based blind image super-resolution approach to different degradations.
Neural Networks
Zhixiong Yang, Jingyuan Xia, Shengxi Li, Wende Liu, Shuaifeng Zhi, Shuanghui Zhang, Li Liu, Yaowen Fu, Deniz Gündüz
2024 A* conf
QVD: Post-training Quantization for Video Diffusion Models.
ACM Multimedia
Shilong Tian, Hong Chen, Chengtao Lv, Yu Liu, Jinyang Guo, Xianglong Liu, Shengxi Li, Hao Yang, Tao Xie
2024 J jnl
QVD: Post-training Quantization for Video Diffusion Models.
CoRR
Shilong Tian, Hong Chen, Chengtao Lv, Yu Liu, Jinyang Guo, Xianglong Liu, Shengxi Li, Hao Yang, Tao Xie
2024 Misc conf
Saliency Prediction of Sports Videos: A Large-Scale Database and a Self-Adaptive Approach.
ICASSP
Minglang Qiao, Mai Xu, Shijie Wen, Lai Jiang, Shengxi Li, Tao Xu, Yunjin Chen, Leonid Sigal
2024 J jnl
Spherical Distortion Temporal Propagation and Spatial Mapping Model for Efficient Panoramic Video Coding.
IEEE Trans. Broadcast.
Xu Yang, Minfeng Huang, Hongwei Guo, Shengxi Li, Lei Luo, Ce Zhu
2023 J jnl
Blind VQA on 360° Video via Progressively Learning From Pixels, Frames, and Video.
IEEE Trans. Image Process.
Li Yang, Mai Xu, Shengxi Li, Yichen Guo, Zulin Wang
2023 J jnl
Interpretable Multi-Modal Image Registration Network Based on Disentangled Convolutional Sparse Coding.
IEEE Trans. Image Process.
Xin Deng, Enpeng Liu, Shengxi Li, Yiping Duan, Mai Xu
2023 J jnl
Learned Structure-Based Hybrid Framework for Martian Image Compression.
IEEE Geosci. Remote. Sens. Lett.
Shengxi Li, Xiancheng Sun, Mai Xu, Lai Jiang, Xin Zou
2023 Misc conf
Learnt Mutual Feature Compression for Machine Vision.
ICASSP
Tie Liu, Mai Xu, Shengxi Li, Chaoran Chen, Li Yang, Zhuoyi Lv
2023 J jnl
Metalearning-Based Alternating Minimization Algorithm for Nonconvex Optimization.
IEEE Trans. Neural Networks Learn. Syst.
Jingyuan Xia, Shengxi Li, Junjie Huang, Zhixiong Yang, Imad M. Jaimoukha, Deniz Gündüz
2023 A* conf
Neural Characteristic Function Learning for Conditional Image Generation.
ICCV
Shengxi Li, Jialu Zhang, Yifei Li, Mai Xu, Xin Deng, Li Li
2023 A conf
Optimizing DNN based quality assessment metric for image compression: A novel rate control method.
ICME
Qiuyue Fang, Tao Xu, Lai Jiang, Shengxi Li, Mai Xu, Yunjin Chen, Leonid Sigal
2023 C conf
Predicting the Invariance Behind Residuals: A Novel GAN Inversion Method for Image Editing and Detail Retaining.
MMSP
Zhimo Yan, Jinfeng Xu, Hengyang He, Shengxi Li, Ren Yang, Mai Xu, Ce Zhu
2023 J jnl
Reciprocal GAN Through Characteristic Functions (RCF-GAN).
IEEE Trans. Pattern Anal. Mach. Intell.
Shengxi Li, Zeyang Yu, Min Xiang, Danilo P. Mandic
2023 A conf
Residual based hierarchical feature compression for multi-task machine vision.
ICME
Chaoran Chen, Mai Xu, Shengxi Li, Tie Liu, Minglang Qiao, Zhuoyi Lv
2023 J jnl
Von Mises-Fisher Elliptical Distribution.
IEEE Trans. Neural Networks Learn. Syst.
Shengxi Li, Danilo P. Mandic
2022 C conf
A Learning-based Approach for Martian Image Compression.
VCIP
Qing Ding, Mai Xu, Shengxi Li, Xin Deng, Qiu Shen, Xin Zou
2022 J jnl
Demystifying CNNs for Images by Matched Filters.
CoRR
Shengxi Li, Xinyi Zhao, Ljubisa Stankovic, Danilo P. Mandic
2022 A* conf
Does text attract attention on e-commerce images: A novel saliency prediction dataset and method.
CVPR
Lai Jiang, Yifei Li, Shengxi Li, Mai Xu, Se Lei, Yichen Guo, Bo Huang
2022 Misc conf
Low-Complexity Attention Modelling via Graph Tensor Networks.
ICASSP
Yao Lei Xu, Kriton Konstantinidis, Shengxi Li, Ljubisa Stankovic, Danilo P. Mandic
2022 J jnl
MRS-Net+ for Enhancing Face Quality of Compressed Videos.
IEEE Trans. Circuits Syst. Video Technol.
Tie Liu, Mai Xu, Shengxi Li, Rui Ding, Huaida Liu
2021 J jnl
A Universal Framework for Learning the Elliptical Mixture Model.
IEEE Trans. Neural Networks Learn. Syst.
Shengxi Li, Zeyang Yu, Danilo P. Mandic
2021 J jnl
Blind VQA on 360° Video via Progressively Learning from Pixels, Frames and Video.
CoRR
Li Yang, Mai Xu, Shengxi Li, Yichen Guo, Zulin Wang
2021 Misc conf
Kernel Learning with Tensor Networks.
ICASSP
Kriton Konstantinidis, Shengxi Li, Danilo P. Mandic
2021 J jnl
Synergetic application of E-tongue and E-eye based on deep learning to discrimination of Pu-erh tea storage time.
Comput. Electron. Agric.
Zhengwei Yang, Jiyong Gao, Shoucheng Wang, Zhiqiang Wang, Caihong Li, Yubin Lan, Xia Sun, Shengxi Li
2021 J jnl
Von Mises-Fisher Elliptical Distribution.
CoRR
Shengxi Li, Danilo P. Mandic
2020 J jnl
Data Analytics on Graphs Part I: Graphs and Spectra on Graphs.
Found. Trends Mach. Learn.
Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Milos Brajovic, Bruno Scalzo, Shengxi Li, Anthony G. Constantinides
2020 J jnl
Data Analytics on Graphs Part II: Signals on Graphs.
Found. Trends Mach. Learn.
Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Milos Brajovic, Bruno Scalzo, Shengxi Li, Anthony G. Constantinides
2020 J jnl
Data Analytics on Graphs Part III: Machine Learning on Graphs, from Graph Topology to Applications.
Found. Trends Mach. Learn.
Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Milos Brajovic, Bruno Scalzo, Shengxi Li, Anthony G. Constantinides
2020 J jnl
Graph Signal Processing - Part III: Machine Learning on Graphs, from Graph Topology to Applications.
CoRR
Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Milos Brajovic, Bruno Scalzo, Shengxi Li, Anthony G. Constantinides
2020 A* conf
MRS-Net: Multi-Scale Recurrent Scalable Network for Face Quality Enhancement of Compressed Videos.
ACM Multimedia
Tie Liu, Mai Xu, Shengxi Li, Rui Ding, Huaida Liu
2020 J jnl
Meta-learning for Multi-variable Non-convex Optimization Problems: Iterating Non-optimums Makes Optimum Possible.
CoRR
Jingyuan Xia, Shengxi Li, Jun-Jie Huang, Imad M. Jaimoukha, Xinwang Liu
2020 A* conf
Reciprocal Adversarial Learning via Characteristic Functions.
NeurIPS
Shengxi Li, Zeyang Yu, Min Xiang, Danilo P. Mandic
2020 J jnl
Reciprocal Adversarial Learning via Characteristic Functions.
CoRR
Shengxi Li, Zeyang Yu, Min Xiang, Danilo P. Mandic
2020 A* conf
Solving General Elliptical Mixture Models through an Approximate Wasserstein Manifold.
AAAI
Shengxi Li, Zeyang Yu, Min Xiang, Danilo P. Mandic
2019 — conf
A Progressive Learning Framework for Unconstrained Face Recognition.
ICCV Workshops
Zhenhua Chai, Shengxi Li, Huanhuan Meng, Shenqi Lai, Xiaoming Wei, Jianwei Zhang
2019 J jnl
A general solver to the elliptical mixture model through an approximate Wasserstein manifold.
CoRR
Shengxi Li, Zeyang Yu, Min Xiang, Danilo P. Mandic
2019 A conf
Enhanced Normalized Mean Error loss for Robust Facial Landmark detection.
BMVC
Shenqi Lai, Zhenhua Chai, Shengxi Li, Huanhuan Meng, Mengzhao Yang, Xiaoming Wei
2019 J jnl
Optimal Bit Allocation at Frame Level for Rate Control in HEVC.
IEEE Trans. Broadcast.
Hongwei Guo, Ce Zhu, Shengxi Li, Yanbo Gao
2019 Misc conf
Tracking Dynamic Systems in α-Stable Environments.
ICASSP
Sayed Pouria Talebi, Stefan Werner, Shengxi Li, Danilo P. Mandic
2019 — conf
Widely Linear Complex-Valued Autoencoder: Dealing with Noncircularity in Generative-Discriminative Models.
ICANN (1)
Zeyang Yu, Shengxi Li, Danilo P. Mandic
2019 J jnl
Widely Linear Complex-valued Autoencoder: Dealing with Noncircularity in Generative-Discriminative Models.
CoRR
Zeyang Yu, Shengxi Li, Danilo P. Mandic
2018 J jnl
A universal framework for learning based on the elliptical mixture model (EMM).
CoRR
Shengxi Li, Zeyang Yu, Danilo P. Mandic
2018 J jnl
Closed-Form Optimization on Saliency-Guided Image Compression for HEVC-MSP.
IEEE Trans. Multim.
Shengxi Li, Mai Xu, Yun Ren, Zulin Wang
2017 A conf
A novel rate control scheme for panoramic video coding.
ICME
Yufan Liu, Mai Xu, Chen Li, Shengxi Li, Zulin Wang
2017 — conf
Learning Dynamic GMM for Attention Distribution on Single-Face Videos.
CVPR Workshops
Yun Ren, Zulin Wang, Mai Xu, Haoyu Dong, Shengxi Li
2017 J jnl
Optimal Bit Allocation for CTU Level Rate Control in HEVC.
IEEE Trans. Circuits Syst. Video Technol.
Shengxi Li, Mai Xu, Zulin Wang, Xiaoyan Sun
2017 B conf
Watching Videos with Certain and Constant Quality: PID-Based Quality Control Method.
DCC
Yuhang Song, Mai Xu, Shengxi Li
2017 J jnl
Watching Videos with Certain and Constant Quality: PID-based Quality Control Method.
CoRR
Yuhang Song, Mai Xu, Shengxi Li
2016 B conf
Optimizing Subjective Quality in HEVC-MSP: An Approximate Closed-form Image Compression Approach.
DCC
Shengxi Li, Mai Xu, Yun Ren, Chengzhang Ma, Zulin Wang
2015 A conf
A novel method on optimal bit allocation at LCU level for rate control in HEVC.
ICME
Shengxi Li, Mai Xu, Zulin Wang
2015 — conf
Multispectral Image Classification Using a New Bayesian Approach with Weighted Markov Random Fields.
CCCV (1)
Shengxi Li, Ying Wang, Jie Li, Xinbo Gao
2015 J jnl
Weight-based R-λ rate control for perceptual HEVC coding on conversational videos.
Signal Process. Image Commun.
Shengxi Li, Mai Xu, Xin Deng, Zulin Wang
2014 A conf
A novel weight-based URQ scheme for perceptual video coding of conversational video in HEVC.
ICME
Shengxi Li, Mai Xu, Xin Deng, Zulin Wang
2014 C conf
Complexity control of HEVC based on region-of-interest attention model.
VCIP
Xin Deng, Mai Xu, Shengxi Li, Zulin Wang
2014 J jnl
Compressibility Constrained Sparse Representation With Learnt Dictionary for Low Bit-Rate Image Compression.
IEEE Trans. Circuits Syst. Video Technol.
Mai Xu, Shengxi Li, Jianhua Lu, Wenwu Zhu
2014 J jnl
Region-of-Interest Based Conversational HEVC Coding with Hierarchical Perception Model of Face.
IEEE J. Sel. Top. Signal Process.
Mai Xu, Xin Deng, Shengxi Li, Zulin Wang