Shuo Chen

According to our database, Shuo Chen authored at least 54 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Estimating Per-Class Statistics for Label Noise Learning.

Wenshui Luo, Shuo Chen, Tongliang Liu, Bo Han, Gang Niu, Masashi Sugiyama, Dacheng Tao, Chen Gong

IEEE Trans. Pattern Anal. Mach. Intell., January, 2025

2024

Boosting Graph Contrastive Learning via Adaptive Sampling.

Sheng Wan, Yibing Zhan, Shuo Chen, Shirui Pan, Jian Yang, Dacheng Tao, Chen Gong

IEEE Trans. Neural Networks Learn. Syst., November, 2024

TranPhys: Spatiotemporal Masked Transformer Steered Remote Photoplethysmography Estimation.

Hang Shao, Lei Luo, Jianjun Qian, Shuo Chen, Chuanfei Hu, Jian Yang

IEEE Trans. Circuits Syst. Video Technol., April, 2024

TranPulse: Remote Photoplethysmography Estimation With Time-Varying Supervision to Disentangle Multiphysiologically Interference.

Hang Shao, Lei Luo, Jianjun Qian, Shuo Chen, Chuanfei Hu, Jian Yang

IEEE Trans. Instrum. Meas., 2024

Few-shot learning with long-tailed labels.

Hongliang Zhang, Shuo Chen, Lei Luo, Jiang Yang

Pattern Recognit., 2024

Towards Better Spherical Sliced-Wasserstein Distance Learning with Data-Adaptive Discriminative Projection Direction.

Hongliang Zhang, Shuo Chen, Lei Luo, Jian Yang

CoRR, 2024

Learning Generalized Residual Exchange-Correlation-Uncertain Functional for Density Functional Theory.

Sizhuo Jin, Shuo Chen, Jianjun Qian, Ying Tai, Jun Li

CoRR, 2024

Hybrid Data-Free Knowledge Distillation.

Jialiang Tang, Shuo Chen, Chen Gong

CoRR, 2024

Novel Object Synthesis via Adaptive Text-Image Harmony.

Zeren Xiong, Zedong Zhang, Zikun Chen, Shuo Chen, Xiang Li, Gan Sun, Jian Yang, Jun Li

CoRR, 2024

ERDDCI: Exact Reversible Diffusion via Dual-Chain Inversion for High-Quality Image Editing.

Jimin Dai, Yingzhen Zhang, Shuo Chen, Jian Yang, Lei Luo

CoRR, 2024

Revisiting Prompt Pretraining of Vision-Language Models.

Zhenyuan Chen, Lingfeng Yang, Shuo Chen, Zhaowei Chen, Jiajun Liang, Xiang Li

CoRR, 2024

Robust Learning under Hybrid Noise.

Yang Wei, Shuo Chen, Shanshan Ye, Bo Han, Chen Gong

CoRR, 2024

Learning Fully Parametric Subspace Clustering.

Xuanrong Chen, Jianjun Qian, Shuo Chen, Guangyu Li, Jian Yang, Jun Li

Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

Efficiency Calibration of Implicit Regularization in Deep Networks via Self-paced Curriculum-Driven Singular Value Selection.

Zhe Li, Shuo Chen, Jian Yang, Lei Luo

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Robust Similarity Learning with Difference Alignment Regularization.

Shuo Chen, Gang Niu, Chen Gong, Okan Koc, Jian Yang, Masashi Sugiyama

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Direct Distillation Between Different Domains.

Jialiang Tang, Shuo Chen, Gang Niu, Hongyuan Zhu, Joey Tianyi Zhou, Chen Gong, Masashi Sugiyama

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Boundary-restricted metric learning.

Shuo Chen, Chen Gong, Xiang Li, Jian Yang, Gang Niu, Masashi Sugiyama

Mach. Learn., December, 2023

Relative margin induced support vector ordinal regression.

Fa Zhu, Xingchi Chen, Shuo Chen, Wei Zheng, Weidu Ye

Expert Syst. Appl., November, 2023

Fast subspace clustering by learning projective block diagonal representation.

Yesong Xu, Shuo Chen, Jun Li, Chunyan Xu, Jian Yang

Pattern Recognit., 2023

Hyperbolic embedding steered spatiotemporal graph convolutional network for video-based remote heart rate estimation.

Hang Shao, Lei Luo, Shuo Chen, Chuanfei Hu, Jian Yang

Eng. Appl. Artif. Intell., 2023

Atom-Motif Contrastive Transformer for Molecular Property Prediction.

Wentao Yu, Shuo Chen, Chen Gong, Gang Niu, Masashi Sugiyama

CoRR, 2023

Learnable Differencing Center for Nighttime Depth Perception.

Zhiqiang Yan, Yupeng Zheng, Kun Wang, Xiang Li, Zhenyu Zhang, Shuo Chen, Jun Li, Jian Yang

CoRR, 2023

Self-Weighted Contrastive Learning among Multiple Views for Mitigating Representation Degeneration.

Jie Xu, Shuo Chen, Yazhou Ren, Xiaoshuang Shi, Hengtao Shen, Gang Niu, Xiaofeng Zhu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Distortion and Uncertainty Aware Loss for Panoramic Depth Completion.

Zhiqiang Yan, Xiang Li, Kun Wang, Shuo Chen, Jun Li, Jian Yang

Proceedings of the International Conference on Machine Learning, 2023

Creative Birds: Self-Supervised Single-View 3D Style Transfer.

Renke Wang, Guimin Que, Shuo Chen, Xiang Li, Jun Li, Jian Yang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Distribution Shift Matters for Knowledge Distillation with Webly Collected Images.

Jialiang Tang, Shuo Chen, Gang Niu, Masashi Sugiyama, Chen Gong

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Feature Selection Boosted by Unselected Features.

Wei Zheng, Shuo Chen, Zhenyong Fu, Fa Zhu, Hui Yan, Jian Yang

IEEE Trans. Neural Networks Learn. Syst., 2022

Autoencoder-Based Latent Block-Diagonal Representation for Subspace Clustering.

Yesong Xu, Shuo Chen, Jun Li, Zongyan Han, Jian Yang

IEEE Trans. Cybern., 2022

Streaming feature selection via graph diffusion.

Wei Zheng, Shuo Chen, Zhenyong Fu, Jun Li, Jian Yang

Inf. Sci., 2022

Semantic Contrastive Embedding for Generalized Zero-Shot Learning.

Zongyan Han, Zhenyong Fu, Shuo Chen, Jian Yang

Int. J. Comput. Vis., 2022

Learning Contrastive Embedding in Low-Dimensional Space.

Shuo Chen, Chen Gong, Jun Li, Jian Yang, Gang Niu, Masashi Sugiyama

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Industrial Style Transfer with Large-scale Geometric Warping and Content Preservation.

Jinchao Yang, Fei Guo, Shuo Chen, Jun Li, Jian Yang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Linearity-Aware Subspace Clustering.

Yesong Xu, Shuo Chen, Jun Li, Jianjun Qian

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

δ-Norm-Based Robust Regression With Applications to Image Analysis.

Shuo Chen, Jian Yang, Yang Wei, Lei Luo, Gui-Fu Lu, Chen Gong

IEEE Trans. Cybern., 2021

Learnable low-rank latent dictionary for subspace clustering.

Yesong Xu, Shuo Chen, Jun Li, Lei Luo, Jian Yang

Pattern Recognit., 2021

Analogous to Evolutionary Algorithm: Designing a Unified Sequence Model.

Jiangning Zhang, Chao Xu, Jian Li, Wenzhou Chen, Yabiao Wang, Ying Tai, Shuo Chen, Chengjie Wang, Feiyue Huang, Yong Liu

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Spectrum-to-Kernel Translation for Accurate Blind Image Super-Resolution.

Guangpin Tao, Xiaozhong Ji, Wenzhuo Wang, Shuo Chen, Chuming Lin, Yun Cao, Tong Lu, Donghao Luo, Ying Tai

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Large-Margin Contrastive Learning with Distance Polarization Regularizer.

Shuo Chen, Gang Niu, Chen Gong, Jun Li, Jian Yang, Masashi Sugiyama

Proceedings of the 38th International Conference on Machine Learning, 2021

Contrastive Embedding for Generalized Zero-Shot Learning.

Zongyan Han, Zhenyong Fu, Shuo Chen, Jian Yang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Can We Leverage Predictive Uncertainty to Detect Dataset Shift and Adversarial Examples in Android Malware Detection?

Deqiang Li, Tian Qiu, Shuo Chen, Qianmu Li, Shouhuai Xu

Proceedings of the ACSAC '21: Annual Computer Security Applications Conference, Virtual Event, USA, December 6, 2021

2020

Harnessing Side Information for Classification Under Label Noise.

Yang Wei, Chen Gong, Shuo Chen, Tongliang Liu, Jian Yang, Dacheng Tao

IEEE Trans. Neural Networks Learn. Syst., 2020

Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection.

Xiang Li, Wenhai Wang, Lijun Wu, Shuo Chen, Xiaolin Hu, Jun Li, Jinhui Tang, Jian Yang

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Cross-Modal Attention Network for Temporal Inconsistent Audio-Visual Event Localization.

Hanyu Xuan, Zhenyu Zhang, Shuo Chen, Jian Yang, Yan Yan

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Understanding the Disharmony between Weight Normalization Family and Weight Decay.

Xiang Li, Shuo Chen, Jian Yang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Obstacle Detection by Fusing Point Clouds and Monocular Image.

Yang Wei, Jian Yang, Chen Gong, Shuo Chen, Jianjun Qian

Neural Process. Lett., 2019

Curvilinear Distance Metric Learning.

Shuo Chen, Lei Luo, Jian Yang, Chen Gong, Jun Li, Heng Huang

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Understanding the Disharmony Between Dropout and Batch Normalization by Variance Shift.

Xiang Li, Shuo Chen, Xiaolin Hu, Jian Yang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Data-Adaptive Metric Learning with Scale Alignment.

Shuo Chen, Chen Gong, Jian Yang, Ying Tai, Le Hui, Jun Li

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Adversarial Metric Learning.

Shuo Chen, Chen Gong, Jian Yang, Xiang Li, Yang Wei, Jun Li

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017

Low-Rank Latent Pattern Approximation With Applications to Robust Image Classification.

Shuo Chen, Jian Yang, Lei Luo, Yang Wei, Kaihua Zhang, Ying Tai

IEEE Trans. Image Process., 2017

Harnessing U-disparity in Point Clouds for Obstacle Detection.

Yang Wei, Chen Gong, Shuo Chen

Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

2015

Online Topic-Aware Influence Maximization.

Shuo Chen, Ju Fan, Guoliang Li, Jianhua Feng, Kian-Lee Tan, Jinhui Tang

Proc. VLDB Endow., 2015

2014

R3: A Real-Time Route Recommendation System.

Henan Wang, Guoliang Li, Huiqi Hu, Shuo Chen, Bingwen Shen, Hao Wu, Wen-Syan Li, Kian-Lee Tan

Proc. VLDB Endow., 2014

Efficient location-aware influence maximization.

Guoliang Li, Shuo Chen, Jianhua Feng, Kian-Lee Tan, Wen-Syan Li

Proceedings of the International Conference on Management of Data, 2014