Publications and preprints
2021
[20] Guangrun Wang, Keze Wang,
Guangcong Wang, Philip Torr and Liang Lin. Solving Inefficiency of Self-supervised Representation Learning.
ICCV 2021 (oral).
[19] Wenqi Liang,
Guangcong Wang, Jianhuang Lai, and Xiaohua Xie. Homogeneous-to-Heterogeneous: Unsupervised Learning for RGB-Infrared Person Re-Identification,
TIP (accepted), 2021.
[18] Guangrun Wang, Liang Lin, Rongcong Chen,
Guangcong Wang, Jiqi Zhang, Joint Learning of Neural Transfer and Architecture Adaptation for Image Recognition.
TNNLS (accepted), 2021.
[17] Peijia Chen, Jianhuang Lai,
Guangcong Wang, and Xiaohua Xie. Confidence-Guided Adaptive Gate and Dual Differential Enhancement for Video Salient Object Detection,
ICME 2021 (oral).
2020
[16]
Guangcong Wang, Jianhuang Lai, Wenqi Liang and Guangrun Wang. Smoothing Adversarial Domain Attack and p-Memory Reconsolidation for Cross-Domain Person Re-Identification，
CVPR, 2020.
[15] Guangrun Wang,
Guangcong Wang, Xujie Zhang, Jianhuang Lai, and Liang Lin Weakly Supervised Person Re-ID: Differentiable Graphical Learning and A New Benchmark [J]. IEEE Transactions on Neural Networks and Learning Systems (
T-NNLS, accepted), 2020.
[14] Guangrun Wang,
Guangcong Wang, Keze Wang, Xiaodan Liang, Liang Lin, Grammatically Recognizing Images with Tree Convolution [C]. In Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (
KDD), San Diego, CA, USA, August 4-8, 2020. ACM, 2020.
2019
[13]
Guangcong Wang, Jianhuang Lai, Peigen Huang and Xiaohua Xie. Spatial-Temporal Person Re-identification.
AAAI, 2019 (16.2% accepted rate, I ranked 1st in the Market-1501 and DukeMTMC-reID leaderboards for months).
paper,
code,
bibtex.
[12]
Guangcong Wang, Jianhuang Lai, Guangrun Wang, Wenqi Liang, Function Feature Learning of Neural Networks, 2019.
[11] Rongcong Chen, Liang Lin, Guangrun Wang,
Guangcong Wang, Jiqi Zhang, Image Recognition Model and Method with Network Structure Self-Adjusting [Patent]. Published number: 111062465A, 2020.04.24
[10]
Guangcong Wang, Jianhuang Lai, Wenqi Liang, and Guangrun Wang. Learnable Parameter Similarity,
arxiv, 2019,
paper,
code,
bibtex.
[9] Wenqi Liang,
Guangcong Wang, and Jianhuang Lai. Asymmetric Cross-domain Transfer Learning of Person Re-identification Based on the Many-to-Many Generative Adversarial Network,
ACTA AUTOMATICA SINICA, 2019.
[8] Guangrun Wang,
Guangcong Wang, Xujie Zhang, Jianhuang Lai, and Liang Lin. Weakly Supervised Person Re-identification: Cost-effective Learning with A New Benchmark,
arxiv, 2019.
paper,
dataset,
bibtex.
[7]
Guangcong Wang, Jianhuang Lai, Zhenyu Xie and Xiaohua Xie. Discovering Underlying Person Structure Pattern with Relative Local Distance for Person Re-identification,
arxiv, 2019.
paper,
code,
bibtex.
2018
[6]
Guangcong Wang, Jianhuang Lai and Xiaohua Xie. P2SNet: Can an Image Match a Video for Person Re-identification in an End-to-end Way?
T-CSVT, 2018.
paper,
bibtex
[5] Jiaxuan Zhuo, Zeyu Chen, Jianhuang Lai and
Guangcong Wang. Occluded Person Re-identification.
ICME, 2018.
paper,
dataset,
bibtex.
[4] Jianhuang Lai, Peigen Huang,
Guangcong Wang, Xiaohua Xie. Two stream based Spatial-Temporal Person Re-identification [Patent]. Published number: CN109325471A, 2018.10.31
[3] Wenqi Liang,
Guangcong Wang, Jianhuang Lai, and Junyong Zhu. M2M-GAN: Many-to-Many Generative Adversarial Transfer Learning for Person Re-Identification.
arxiv, 2018.
paper,
bibtex.
2017
[2]
Guangcong Wang, Xiaohua Xie, Jianhuang Lai and Jiaxuan Zhuo. Deep Growing Learning.
ICCV, 2017.
paper,
code,
bibtex
[1] Jianhuang Lai, Xiao wang,
Guangcong Wang, Multiple Object Tracking based Deep Learning and Conditional Random Field [Patent]. Published number: CN107122735A, 2017.09.01