Ping  LIU

|| Philosophy || News || Interest || Publications || Services || Resources|| Hobby||

News

• New: TBA

• May 2023: Invited as a Area Chair for ACM Multimedia 2023 (link).

• Apr 2023: A work "Text-guided Eyeglasses Manipulation with Spatial Constraints" (corresponding author) is posted online (link).

• Apr 2023: Invited as a PC member for 2023 Workshop of 1st MMIR Deep Multimodal Learning for Information Retrieval (link). 

• Apr 2023: Our WACV extension work "Adaptive Stylization Modulation for Domain Generalization Semantic Segmentation" (corresponding author) is posted online (link).

PUBLICATIONS (* denotes the corresponding author or equal contributions)

• Ping Liu*, Xin Yu*, Joey Tiany Zhou, Meta Knowledge Condensation for Federated Learning,  ICLR 2023

• Gabriel Tjio, Ping Liu* , Chee-Keong Kwoh, Joey Tianyi Zhou, Adaptive Stylization Modulation for Domain Generalization Semantic Segmentation, arXiv, 2023

• Jiacheng Wang, Ping LIU*, Jingen Liu, Wei Xu*, Text-guided Eyeglasses Manipulation with Spatial Constraints, arXiv, 2023

• Yang Zhang, Xin Yu, Xiaobo Lu, Ping Liu*, Pro-UIGAN: Progressive Face Hallucination from Occluded Thumbnails, IEEE Trans on Image Processing, 2022

• Feifei Shao, Yawei Luo, Ping Liu, Jie Chen, Yi Yang, Yulei Lu, Xiao Jun,  Active Learning for Point Cloud Semantic Segmentation via Spatial-Structural Diversity Reasoning, ACM Multimedia (MM), 2022

• Bingwen Hu, Ping Liu, Zhedong Zheng, Mingyu Ren, SPG-VTON: Semantic Prediction Guidance for Multi-pose Virtual Try-on, IEEE Transactions on Multimedia, 2022

• Boshen Zhang, Yang Xiao, Fu Xiong, Cunlin Wu, Zhiguo Cao, Ping Liu,  Joey Tianyi Zhou, "3D Human Pose Estimation with Cross-modality CNN Training and Multi-scale Local Refinement", Applied Soft Computing, 2022

• Yang He, Ping Liu, Linchao Zhu, Yi Yang,  Filter Pruning by Switching to Neighboring CNNs with Good Attributes, IEEE Transactions on Neural Networks and Learning Systems, 2022

• Yang Peng *, Ping Liu *,  Yawei Luo, Pan Zhou, Zichuan Xu, Jingen Liu, Unsupervised Domain Adaptive Person Re-Identification via Human Learning Imitation, arXiv, 2021 

• Ping Liu,  Yuewei Lin, Yang He, Yunchao Wei, Liangli Zhen, Joey Tianyi Zhou, Rick Siow Mong Goh, Jingen Liu, Automated Deepfake Detection, arXiv, 2021

• Gabriel Tjio,  Ping Liu*,  Joey Tianyi Zhou,  Rick Siwo Mong Goh,  Adversarial Semantic Hallucination for Domain Generalized Semantic Segmentation,  WACV,  2022 

• Ping Liu, Yuewei Lin,  Zibo Meng,  Weihong Deng,  Joey Tianyi Zhou,  Yi Yang,  Point Adversarial Self Mining: A Simple Method for Facial Expression Recognition in the Wild,  IEEE Transactions on Cybernetics,  2021

• Ping Liu,  Yunchao Wei,  Zibo Meng,  Weihong Deng,  Joey Tianyi Zhou,  Yi Yang,  Omni-supervised Facial Expression Recognition via Distilled Data, arXiv,  2020

• Yawei Luo, Ping Liu, Liang Zheng, Tao Guan, Junqing Yu, Yi Yang, Category-Level Adversarial Adaptation for Semantic Segmentation using Purified Features,  IEEE Transactions on  Pattern Analysis and Machine Intelligence,  2021

• Hehe Fan,  Ping Liu, Mingliang Xu, Yi Yang,  Unsupervised Visual Representation Learning via Instance Discrimination and Similarity,  IEEE Transactions on Cybernetics,  2021

• Qingji Guan, Yaping Huang, Yawei Luo,  Ping Liu, Yi Yang,  Thorax Disease Classification via Discriminative Feature Learning,  IEEE Transactions on Image Processing,  2021

• Yang Zhang,  Ivor W. Tsang,  Jun Li,  Ping Liu,  Xiaobo Lu,  Xin Yu,  VividGAN: Face Hallucination with Finishing Touches,  IEEE Transactions on Image Processing,  2021

• Bingwen Hu,  Zhedong Zheng,  Ping Liu,   Wankou Yang,  Mingwu Ren,  Unsupervised Eyeglasses Removal in the Wild,  IEEE Transactions on Cybernetics, 2020

• Yawei Luo,  Rongrong Ji,  Tao Guan,  Junqing Yu,  Ping Liu,  Yi Yang,  Every Node Counts: Self-Ensembling Graph Convolutional Networks for Semi-Supervised Learning,  Pattern Recognition,  2020

• Peike Li,  Pingbo Pan,  Ping Liu,  Yi Yang,  Multi-Granularity Temporal Modeling for Video-based Person Re-identification,  IEEE Transactions on Circuits and Systems for Video Technology,  2020

• Yawei Luo,  Ping Liu,  Tao Guan,  Junqing Yu,  Yi Yang,  Adversarial Style Mining for One-Shot Unsupervised Domain Adaptation,  Conference on Neural Information Processing Systems (NeurIPS),  2020 

• Chenyou Fan,  Ping Liu, Federated Generative Adversarial Learning,  The Third Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 2020

• Yang He,  Yuhang Ding,  Ping Liu,  Linchao Zhu,  Hanwang Zhang,  Yi Yang,  Learning Filter Pruning Criteria for Deep Convolutional Neural Networks Acceleration, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020

• Pingbo Pan,  Ping Liu,  Yan Yan,  Tianbao Yang,  Yi Yang,  Adversarial Localized Energy Networks for Structured Prediction,  AAAI Conference on Artificial Intelligence (AAAI), 2020

• Yawei Luo,  Ping Liu,  Tao Guan,  Junqing Yu,  Yi Yang,  Significance-aware Information Bottleneck for Domain Adaptive Semantic Segmentation,  International Conference on Computer Vision(ICCV), 2019

• Guang Li,  Linchao Zhu,  Ping Liu,   Yi Yang,  Improving the Image Captioning Transformer with Entangled Attention,  International Conference on Computer Vision(ICCV),  2019

• Jiaxu Miao,  Yu Wu,  Ping Liu,  Yuhang Ding,  Yi Yang,  Pose-Guided Feature Alignment for Occluded Person Re-identification,  International Conference on Computer Vision(ICCV),  2019

• Zongxin Yang,  Jian Dong,  Ping Liu,  Yi Yang,  Shuicheng Yan, Very Long Image Prediction by Outpainting,  International Conference on Computer Vision(ICCV),  2019

• Yang He,  Ping Liu,  Ziwei Wang,  Zhilan Hu,  Yi Yang,  Pruning Filter via Geometric Median for Deep Convolutional Neural Networks Acceleration,  IEEE Conference on Computer Vision and Pattern Recognition (CVPR),  2019

• Jie Cai,  Zibo Meng,  Ahmed-Shehab Khan,  Zhiyuan Li,  James O'Reilly,  Shizhong Han,  Ping Liu,  Min Chen,  Yan Tong,  Feature-level and Model-level Audiovisual Fusion for Emotion Recognition in the Wild,  IEEE 2nd International Conference on Multimedia Information Processing and Retrieval (MIPR),  2019.

• Zibo Meng,  Shizhong Han,  Ping Liu,  Yan Tong,  Improving Speech Related Facial Action Unit Recognition by Audiovisual Information Fusion,  IEEE Transactions on Cybernetics,  2018. 

• Guanghan Ning,  Ping Liu,  Xiaochuan Fan,  Chi Zhang,  A Top-down Approach to Articulated Human Pose Estimation and Tracking,  European Conference on Computer Vision (ECCV) Workshop,  PoseTrack Challenge,  2018

• Zibo Meng*,  Ping Liu*,  Jie Cai,  Shizhong Han,  Yan Tong,  Identity-Aware Convolutional Neural Network for Facial Expression Recognition,  IEEE International Conference on Automatic Face and Gesture Recognition(FG),  2017. 

• Improving Feature Learning,  Feature Selection,  and Classification in Facial Expression Analysis, Ph.D Dissertation, USA, 2015

• Ping Liu,  Joey Tianyi Zhou,  Ivor Tsang,  Zibo Meng,  Shizhong Han,  Yan Tong,  Feature Disentangling Machine – A Novel Approach of Feature Selection and Disentangling  in Facial  Expression  Analysis,  European Conference on Computer Vision (ECCV),  2014

• Ping Liu*,  Shizhong Han*,  Zibo Meng,  Yan Tong,  Facial Expression Recognition via a Boosted Deep Belief Network,  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014. 

• Shizhong Han,  Zibo Meng,  Ping Liu,  Yan Tong,  Facial Grid Transformation: A Novel Face Registration Approach for Improving Facial Action Unit Recognition, IEEE International Conference on Image Processing (ICIP),  2014

• Ping Liu,  Shizhong Han,  Yan Tong,  Improving Facial Expression Analysis using Histograms of Log-Transformed Nonnegative Sparse Representation with a Spatial Pyramid Structure,  IEEE International Conference on Automatic Face and Gesture Recognition (FG),  2013

• Ping Liu,  Jin Wang,  Mary F.H. She,  Honghai Liu,  Human Action Recognition based on 3D SIFT and LDA model,  IEEE Workshop on Robotic Intelligence in Informationally Structured Space (RiiSS),  2011

     * means equal contribution or corresponding author.

 Hobby

• Video games (Halo 2/3/4/5/Reach, Call of Duty...)

• Science fictions (Three Body, and etc.)

• Manga: One-punch man, Guyver: The Bioboosted Armor, ...