Shengxi Li

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 54

Top Topics

Image Compression

Top Venues

IEEE Trans. Circuits Syst. Video Technol.

Publications

Jingyuan Xia, Zhixiong Yang, Shengxi Li, Shuanghui Zhang, Yaowen Fu, Deniz Gündüz, Xiang Li
Blind Super-Resolution via Meta-learning and Markov Chain Monte Carlo Simulation. CoRR (2024)
Xu Yang, Minfeng Huang, Hongwei Guo, Shengxi Li, Lei Luo, Ce Zhu
Spherical Distortion Temporal Propagation and Spatial Mapping Model for Efficient Panoramic Video Coding. IEEE Trans. Broadcast. 70 (2) (2024)
Zhixiong Yang, Jingyuan Xia, Shengxi Li, Wende Liu, Shuaifeng Zhi, Shuanghui Zhang, Li Liu, Yaowen Fu, Deniz Gündüz
Meta-learning based blind image super-resolution approach to different degradations. Neural Networks 178 (2024)
Qunliang Xing, Mai Xu, Shengxi Li, Xin Deng, Meisong Zheng, Huaida Liu, Ying Chen
Enhancing Quality of Compressed Images by Mitigating Enhancement Bias Towards Compression Domain. CoRR (2024)
Shengxi Li, Xuelong Li, Leonardo Chiariglione, Jiebo Luo, Wenwu Wang, Zhengyuan Yang, Danilo P. Mandic, Hamido Fujita
Introduction to the Special Issue on AI-Generated Content for Multimedia. IEEE Trans. Circuits Syst. Video Technol. 34 (8) (2024)
Xin Deng, Enpeng Liu, Chao Gao, Shengxi Li, Shuhang Gu, Mai Xu
CrossHomo: Cross-Modality and Cross-Resolution Homography Estimation. IEEE Trans. Pattern Anal. Mach. Intell. 46 (8) (2024)
Shilong Tian, Hong Chen, Chengtao Lv, Yu Liu, Jinyang Guo, Xianglong Liu, Shengxi Li, Hao Yang, Tao Xie
QVD: Post-training Quantization for Video Diffusion Models. CoRR (2024)
Minglang Qiao, Mai Xu, Shijie Wen, Lai Jiang, Shengxi Li, Tao Xu, Yunjin Chen, Leonid Sigal
Saliency Prediction of Sports Videos: A Large-Scale Database and a Self-Adaptive Approach. ICASSP (2024)
Tie Liu, Shengxi Li, Mai Xu, Li Yang, Xiaofei Wang
Assessing Face Image Quality: A Large-Scale Database and a Transformer Method. IEEE Trans. Pattern Anal. Mach. Intell. 46 (5) (2024)
Xin Deng, Enpeng Liu, Shengxi Li, Yiping Duan, Mai Xu
Interpretable Multi-Modal Image Registration Network Based on Disentangled Convolutional Sparse Coding. IEEE Trans. Image Process. 32 (2023)
Shengxi Li, Jialu Zhang, Yifei Li, Mai Xu, Xin Deng, Li Li
Neural Characteristic Function Learning for Conditional Image Generation. ICCV (2023)
Li Yang, Mai Xu, Shengxi Li, Yichen Guo, Zulin Wang
Blind VQA on 360° Video via Progressively Learning From Pixels, Frames, and Video. IEEE Trans. Image Process. 32 (2023)
Tie Liu, Mai Xu, Shengxi Li, Chaoran Chen, Li Yang, Zhuoyi Lv
Learnt Mutual Feature Compression for Machine Vision. ICASSP (2023)
Shengxi Li, Xiancheng Sun, Mai Xu, Lai Jiang, Xin Zou
Learned Structure-Based Hybrid Framework for Martian Image Compression. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Qiuyue Fang, Tao Xu, Lai Jiang, Shengxi Li, Mai Xu, Yunjin Chen, Leonid Sigal
Optimizing DNN based quality assessment metric for image compression: A novel rate control method. ICME (2023)
Zhimo Yan, Jinfeng Xu, Hengyang He, Shengxi Li, Ren Yang, Mai Xu, Ce Zhu
Predicting the Invariance Behind Residuals: A Novel GAN Inversion Method for Image Editing and Detail Retaining. MMSP (2023)
Shengxi Li, Zeyang Yu, Min Xiang, Danilo P. Mandic
Reciprocal GAN Through Characteristic Functions (RCF-GAN). IEEE Trans. Pattern Anal. Mach. Intell. 45 (2) (2023)
Chaoran Chen, Mai Xu, Shengxi Li, Tie Liu, Minglang Qiao, Zhuoyi Lv
Residual based hierarchical feature compression for multi-task machine vision. ICME (2023)
Shengxi Li, Danilo P. Mandic
Von Mises-Fisher Elliptical Distribution. IEEE Trans. Neural Networks Learn. Syst. 34 (12) (2023)
Jingyuan Xia, Shengxi Li, Junjie Huang, Zhixiong Yang, Imad M. Jaimoukha, Deniz Gündüz
Metalearning-Based Alternating Minimization Algorithm for Nonconvex Optimization. IEEE Trans. Neural Networks Learn. Syst. 34 (9) (2023)
Shengxi Li, Xinyi Zhao, Ljubisa Stankovic, Danilo P. Mandic
Demystifying CNNs for Images by Matched Filters. CoRR (2022)
Lai Jiang, Yifei Li, Shengxi Li, Mai Xu, Se Lei, Yichen Guo, Bo Huang
Does text attract attention on e-commerce images: A novel saliency prediction dataset and method. CVPR (2022)
Tie Liu, Mai Xu, Shengxi Li, Rui Ding, Huaida Liu
MRS-Net+ for Enhancing Face Quality of Compressed Videos. IEEE Trans. Circuits Syst. Video Technol. 32 (5) (2022)
Yao Lei Xu, Kriton Konstantinidis, Shengxi Li, Ljubisa Stankovic, Danilo P. Mandic
Low-Complexity Attention Modelling via Graph Tensor Networks. ICASSP (2022)
Qing Ding, Mai Xu, Shengxi Li, Xin Deng, Qiu Shen, Xin Zou
A Learning-based Approach for Martian Image Compression. VCIP (2022)
Li Yang, Mai Xu, Shengxi Li, Yichen Guo, Zulin Wang
Blind VQA on 360° Video via Progressively Learning from Pixels, Frames and Video. CoRR (2021)
Shengxi Li, Danilo P. Mandic
Von Mises-Fisher Elliptical Distribution. CoRR (2021)
Zhengwei Yang, Jiyong Gao, Shoucheng Wang, Zhiqiang Wang, Caihong Li, Yubin Lan, Xia Sun, Shengxi Li
Synergetic application of E-tongue and E-eye based on deep learning to discrimination of Pu-erh tea storage time. Comput. Electron. Agric. 187 (2021)
Kriton Konstantinidis, Shengxi Li, Danilo P. Mandic
Kernel Learning with Tensor Networks. ICASSP (2021)
Shengxi Li, Zeyang Yu, Danilo P. Mandic
A Universal Framework for Learning the Elliptical Mixture Model. IEEE Trans. Neural Networks Learn. Syst. 32 (7) (2021)
Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Milos Brajovic, Bruno Scalzo, Shengxi Li, Anthony G. Constantinides
Graph Signal Processing - Part III: Machine Learning on Graphs, from Graph Topology to Applications. CoRR (2020)
Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Milos Brajovic, Bruno Scalzo, Shengxi Li, Anthony G. Constantinides
Data Analytics on Graphs Part I: Graphs and Spectra on Graphs. Found. Trends Mach. Learn. 13 (1) (2020)
Shengxi Li, Zeyang Yu, Min Xiang, Danilo P. Mandic
Reciprocal Adversarial Learning via Characteristic Functions. CoRR (2020)
Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Milos Brajovic, Bruno Scalzo, Shengxi Li, Anthony G. Constantinides
Data Analytics on Graphs Part III: Machine Learning on Graphs, from Graph Topology to Applications. Found. Trends Mach. Learn. 13 (4) (2020)
Ljubisa Stankovic, Danilo P. Mandic, Milos Dakovic, Milos Brajovic, Bruno Scalzo, Shengxi Li, Anthony G. Constantinides
Data Analytics on Graphs Part II: Signals on Graphs. Found. Trends Mach. Learn. 13 (2-3) (2020)
Shengxi Li, Zeyang Yu, Min Xiang, Danilo P. Mandic
Solving General Elliptical Mixture Models through an Approximate Wasserstein Manifold. AAAI (2020)
Shengxi Li, Zeyang Yu, Min Xiang, Danilo P. Mandic
Reciprocal Adversarial Learning via Characteristic Functions. NeurIPS (2020)
Jingyuan Xia, Shengxi Li, Jun-Jie Huang, Imad Jaimoukha, Xinwang Liu
Meta-learning for Multi-variable Non-convex Optimization Problems: Iterating Non-optimums Makes Optimum Possible. CoRR (2020)
Tie Liu, Mai Xu, Shengxi Li, Rui Ding, Huaida Liu
MRS-Net: Multi-Scale Recurrent Scalable Network for Face Quality Enhancement of Compressed Videos. ACM Multimedia (2020)
Zeyang Yu, Shengxi Li, Danilo P. Mandic
Widely Linear Complex-Valued Autoencoder: Dealing with Noncircularity in Generative-Discriminative Models. ICANN (1) (2019)
Hongwei Guo, Ce Zhu, Shengxi Li, Yanbo Gao
Optimal Bit Allocation at Frame Level for Rate Control in HEVC. IEEE Trans. Broadcast. 65 (2) (2019)
Sayed Pouria Talebi, Stefan Werner, Shengxi Li, Danilo P. Mandic
Tracking Dynamic Systems in α-Stable Environments. ICASSP (2019)
Zeyang Yu, Shengxi Li, Danilo P. Mandic
Widely Linear Complex-valued Autoencoder: Dealing with Noncircularity in Generative-Discriminative Models. CoRR (2019)
Shengxi Li, Zeyang Yu, Min Xiang, Danilo P. Mandic
A general solver to the elliptical mixture model through an approximate Wasserstein manifold. CoRR (2019)
Zhenhua Chai, Shengxi Li, Huanhuan Meng, Shenqi Lai, Xiaoming Wei, Jianwei Zhang
A Progressive Learning Framework for Unconstrained Face Recognition. ICCV Workshops (2019)
Shenqi Lai, Zhenhua Chai, Shengxi Li, Huanhuan Meng, Mengzhao Yang, Xiaoming Wei
Enhanced Normalized Mean Error loss for Robust Facial Landmark detection. BMVC (2019)
Shengxi Li, Zeyang Yu, Danilo P. Mandic
A universal framework for learning based on the elliptical mixture model (EMM). CoRR (2018)
Shengxi Li, Mai Xu, Yun Ren, Zulin Wang
Closed-Form Optimization on Saliency-Guided Image Compression for HEVC-MSP. IEEE Trans. Multim. 20 (1) (2018)
Yun Ren, Zulin Wang, Mai Xu, Haoyu Dong, Shengxi Li
Learning Dynamic GMM for Attention Distribution on Single-Face Videos. CVPR Workshops (2017)
Yuhang Song, Mai Xu, Shengxi Li
Watching Videos with Certain and Constant Quality: PID-Based Quality Control Method. DCC (2017)
Yufan Liu, Mai Xu, Chen Li, Shengxi Li, Zulin Wang
A novel rate control scheme for panoramic video coding. ICME (2017)
Shengxi Li, Mai Xu, Zulin Wang, Xiaoyan Sun
Optimal Bit Allocation for CTU Level Rate Control in HEVC. IEEE Trans. Circuits Syst. Video Technol. 27 (11) (2017)
Yuhang Song, Mai Xu, Shengxi Li
Watching Videos with Certain and Constant Quality: PID-based Quality Control Method. CoRR (2017)
Shengxi Li, Mai Xu, Yun Ren, Chengzhang Ma, Zulin Wang
Optimizing Subjective Quality in HEVC-MSP: An Approximate Closed-form Image Compression Approach. DCC (2016)
Shengxi Li, Mai Xu, Xin Deng, Zulin Wang
Weight-based R-λ rate control for perceptual HEVC coding on conversational videos. Signal Process. Image Commun. 38 (2015)
Shengxi Li, Ying Wang, Jie Li, Xinbo Gao
Multispectral Image Classification Using a New Bayesian Approach with Weighted Markov Random Fields. CCCV (1) (2015)
Shengxi Li, Mai Xu, Zulin Wang
A novel method on optimal bit allocation at LCU level for rate control in HEVC. ICME (2015)
Mai Xu, Xin Deng, Shengxi Li, Zulin Wang
Region-of-Interest Based Conversational HEVC Coding with Hierarchical Perception Model of Face. IEEE J. Sel. Top. Signal Process. 8 (3) (2014)
Shengxi Li, Mai Xu, Xin Deng, Zulin Wang
A novel weight-based URQ scheme for perceptual video coding of conversational video in HEVC. ICME (2014)
Mai Xu, Shengxi Li, Jianhua Lu, Wenwu Zhu
Compressibility Constrained Sparse Representation With Learnt Dictionary for Low Bit-Rate Image Compression. IEEE Trans. Circuits Syst. Video Technol. 24 (10) (2014)
Xin Deng, Mai Xu, Shengxi Li, Zulin Wang
Complexity control of HEVC based on region-of-interest attention model. VCIP (2014)