Efficient location-aware influence maximization. - Guoliang Li 001; Shuo Chen 003; Jianhua Feng; Kian-Lee Tan; Wen-Syan Li (SIGMOD Conference, 2014)

R3: A Real-Time Route Recommendation System. - Henan Wang; Guoliang Li 001; Huiqi Hu; Shuo Chen 003; Bingwen Shen; Hao Wu 010; Wen-Syan Li; Kian-Lee Tan (Proc. VLDB Endow., 2014)

Online Topic-Aware Influence Maximization. - Shuo Chen 003; Ju Fan; Guoliang Li 001; Jianhua Feng; Kian-Lee Tan; Jinhui Tang 001 (Proc. VLDB Endow., 2015)

Harnessing U-disparity in Point Clouds for Obstacle Detection. - Yang Wei; Chen Gong 002; Shuo Chen 003 (ACPR, 2017)

Low-Rank Latent Pattern Approximation With Applications to Robust Image Classification. - Shuo Chen 003; Jian Yang 003; Lei Luo 001; Yang Wei; Kaihua Zhang 001; Ying Tai (IEEE Trans. Image Process., 2017)

Adversarial Metric Learning. - Shuo Chen 003; Chen Gong 002; Jian Yang 003; Xiang Li 041; Yang Wei; Jun Li 027 (IJCAI, 2018)

Data-Adaptive Metric Learning with Scale Alignment. - Shuo Chen 003; Chen Gong 002; Jian Yang 003; Ying Tai; Le Hui; Jun Li 027 (AAAI, 2019)

Understanding the Disharmony Between Dropout and Batch Normalization by Variance Shift. - Xiang Li 041; Shuo Chen 003; Xiaolin Hu 001; Jian Yang 003 (CVPR, 2019)

Curvilinear Distance Metric Learning. - Shuo Chen 003; Lei Luo 001; Jian Yang 003; Chen Gong 002; Jun Li 027; Heng Huang (NeurIPS, 2019)

Obstacle Detection by Fusing Point Clouds and Monocular Image. - Yang Wei; Jian Yang 003; Chen Gong 002; Shuo Chen 003; Jianjun Qian (Neural Process. Lett., 2019)

Understanding the Disharmony between Weight Normalization Family and Weight Decay. - Xiang Li 041; Shuo Chen 003; Jian Yang 003 (AAAI, 2020)

Cross-Modal Attention Network for Temporal Inconsistent Audio-Visual Event Localization. - Hanyu Xuan; Zhenyu Zhang 005; Shuo Chen 003; Jian Yang 003; Yan Yan 002 (AAAI, 2020)

Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection. - Xiang Li 041; Wenhai Wang; Lijun Wu; Shuo Chen 003; Xiaolin Hu 001; Jun Li 027; Jinhui Tang 001; Jian Yang 003 (NeurIPS, 2020)

Harnessing Side Information for Classification Under Label Noise. - Yang Wei; Chen Gong 002; Shuo Chen 003; Tongliang Liu; Jian Yang 003; Dacheng Tao (IEEE Trans. Neural Networks Learn. Syst., 2020)

Can We Leverage Predictive Uncertainty to Detect Dataset Shift and Adversarial Examples in Android Malware Detection? - Deqiang Li; Tian Qiu; Shuo Chen 003; Qianmu Li; Shouhuai Xu (ACSAC, 2021)

Contrastive Embedding for Generalized Zero-Shot Learning. - Zongyan Han; Zhenyong Fu; Shuo Chen 003; Jian Yang 003 (CVPR, 2021)

Large-Margin Contrastive Learning with Distance Polarization Regularizer. - Shuo Chen 003; Gang Niu 001; Chen Gong 002; Jun Li 027; Jian Yang 003; Masashi Sugiyama (ICML, 2021)

Spectrum-to-Kernel Translation for Accurate Blind Image Super-Resolution. - Guangpin Tao; Xiaozhong Ji; Wenzhuo Wang; Shuo Chen 003; Chuming Lin; Yun Cao 002; Tong Lu; Donghao Luo 001; Ying Tai (NeurIPS, 2021)

Analogous to Evolutionary Algorithm: Designing a Unified Sequence Model. - Jiangning Zhang; Chao Xu 023; Jian Li 062; Wenzhou Chen; Yabiao Wang; Ying Tai; Shuo Chen 003; Chengjie Wang; Feiyue Huang; Yong Liu 007 (NeurIPS, 2021)

Learnable low-rank latent dictionary for subspace clustering. - Yesong Xu; Shuo Chen 003; Jun Li 027; Lei Luo 001; Jian Yang 003 (Pattern Recognit., 2021)

δ-Norm-Based Robust Regression With Applications to Image Analysis. - Shuo Chen 003; Jian Yang 003; Yang Wei; Lei Luo 001; Gui-Fu Lu; Chen Gong 002 (IEEE Trans. Cybern., 2021)

Linearity-Aware Subspace Clustering. - Yesong Xu; Shuo Chen 003; Jun Li 027; Jianjun Qian (AAAI, 2022)

Industrial Style Transfer with Large-scale Geometric Warping and Content Preservation. - Jinchao Yang; Fei Guo; Shuo Chen 003; Jun Li 027; Jian Yang 003 (CVPR, 2022)

Learning Contrastive Embedding in Low-Dimensional Space. - Shuo Chen 003; Chen Gong 002; Jun Li 027; Jian Yang 003; Gang Niu 001; Masashi Sugiyama (NeurIPS, 2022)

Semantic Contrastive Embedding for Generalized Zero-Shot Learning. - Zongyan Han; Zhenyong Fu; Shuo Chen 003; Jian Yang 003 (Int. J. Comput. Vis., 2022)

Streaming feature selection via graph diffusion. - Wei Zheng; Shuo Chen 003; Zhenyong Fu; Jun Li 027; Jian Yang 003 (Inf. Sci., 2022)

Autoencoder-Based Latent Block-Diagonal Representation for Subspace Clustering. - Yesong Xu; Shuo Chen 003; Jun Li 027; Zongyan Han; Jian Yang 003 (IEEE Trans. Cybern., 2022)

Feature Selection Boosted by Unselected Features. - Wei Zheng; Shuo Chen 003; Zhenyong Fu; Fa Zhu; Hui Yan; Jian Yang 003 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Distribution Shift Matters for Knowledge Distillation with Webly Collected Images. - Jialiang Tang; Shuo Chen 003; Gang Niu 001; Masashi Sugiyama; Chen Gong 002 (ICCV, 2023)

Creative Birds: Self-Supervised Single-View 3D Style Transfer. - Renke Wang; Guimin Que; Shuo Chen 003; Xiang Li 041; Jun Li 027; Jian Yang 003 (ICCV, 2023)

Distortion and Uncertainty Aware Loss for Panoramic Depth Completion. - Zhiqiang Yan 001; Xiang Li 041; Kun Wang 042; Shuo Chen 003; Jun Li 027; Jian Yang 003 (ICML, 2023)

Self-Weighted Contrastive Learning among Multiple Views for Mitigating Representation Degeneration. - Jie Xu 044; Shuo Chen 003; Yazhou Ren 001; Xiaoshuang Shi; Hengtao Shen; Gang Niu 001; Xiaofeng Zhu 001 (NeurIPS, 2023)

Learnable Differencing Center for Nighttime Depth Perception. - Zhiqiang Yan 001; Yupeng Zheng; Kun Wang 042; Xiang Li 041; Zhenyu Zhang 005; Shuo Chen 003; Jun Li 027; Jian Yang 003 (CoRR, 2023)

Atom-Motif Contrastive Transformer for Molecular Property Prediction. - Wentao Yu; Shuo Chen 003; Chen Gong 002; Gang Niu 001; Masashi Sugiyama (CoRR, 2023)

Hyperbolic embedding steered spatiotemporal graph convolutional network for video-based remote heart rate estimation. - Hang Shao 001; Lei Luo 001; Shuo Chen 003; Chuanfei Hu; Jian Yang 003 (Eng. Appl. Artif. Intell., 2023)

Fast subspace clustering by learning projective block diagonal representation. - Yesong Xu; Shuo Chen 003; Jun Li 027; Chunyan Xu; Jian Yang 003 (Pattern Recognit., 2023)

Relative margin induced support vector ordinal regression. - Fa Zhu; Xingchi Chen; Shuo Chen 003; Wei Zheng; Weidu Ye (Expert Syst. Appl., 2023)

Boundary-restricted metric learning. - Shuo Chen 003; Chen Gong 002; Xiang Li 041; Jian Yang 003; Gang Niu 001; Masashi Sugiyama (Mach. Learn., 2023)

PromptKD: Unsupervised Prompt Distillation for Vision-Language Models. - Zheng Li 028; Xiang Li 041; Xinyi Fu; Xin Zhang; Weiqiang Wang 002; Shuo Chen 003; Jian Yang 003 (CVPR, 2024)

Direct Distillation Between Different Domains. - Jialiang Tang; Shuo Chen 003; Gang Niu 001; Hongyuan Zhu; Joey Tianyi Zhou; Chen Gong 002; Masashi Sugiyama (ECCV (80), 2024)

Robust Similarity Learning with Difference Alignment Regularization. - Shuo Chen 003; Gang Niu 001; Chen Gong 002; Okan Koc; Jian Yang 003; Masashi Sugiyama (ICLR, 2024)

Efficiency Calibration of Implicit Regularization in Deep Networks via Self-paced Curriculum-Driven Singular Value Selection. - Zhe Li; Shuo Chen 003; Jian Yang 003; Lei Luo 001 (IJCAI, 2024)

Novel Object Synthesis via Adaptive Text-Image Harmony. - Zeren Xiong; Zedong Zhang; Zikun Chen; Shuo Chen 003; Xiang Li 041; Gan Sun; Jian Yang 003; Jun Li 027 (NeurIPS, 2024)

Learning Fully Parametric Subspace Clustering. - Xuanrong Chen; Jianjun Qian; Shuo Chen 003; Guangyu Li; Jian Yang 003; Jun Li 027 (PRCV (1), 2024)

Revisiting Prompt Pretraining of Vision-Language Models. - Zhenyuan Chen; Lingfeng Yang; Shuo Chen 003; Zhaowei Chen; Jiajun Liang; Xiang Li 041 (CoRR, 2024)

ERDDCI: Exact Reversible Diffusion via Dual-Chain Inversion for High-Quality Image Editing. - Jimin Dai; Yingzhen Zhang; Shuo Chen 003; Jian Yang 003; Lei Luo 001 (CoRR, 2024)

Learning Generalized Residual Exchange-Correlation-Uncertain Functional for Density Functional Theory. - Sizhuo Jin; Shuo Chen 003; Jianjun Qian; Ying Tai; Jun Li 027 (CoRR, 2024)

Towards Better Spherical Sliced-Wasserstein Distance Learning with Data-Adaptive Discriminative Projection Direction. - Hongliang Zhang 002; Shuo Chen 003; Lei Luo 001; Jian Yang 003 (CoRR, 2024)

Few-shot learning with long-tailed labels. - Hongliang Zhang 002; Shuo Chen 003; Lei Luo 001; Jiang Yang (Pattern Recognit., 2024)

TranPulse: Remote Photoplethysmography Estimation With Time-Varying Supervision to Disentangle Multiphysiologically Interference. - Hang Shao 001; Lei Luo 001; Jianjun Qian; Shuo Chen 003; Chuanfei Hu; Jian Yang 003 (IEEE Trans. Instrum. Meas., 2024)

TranPhys: Spatiotemporal Masked Transformer Steered Remote Photoplethysmography Estimation. - Hang Shao 001; Lei Luo 001; Jianjun Qian; Shuo Chen 003; Chuanfei Hu; Jian Yang 003 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Boosting Graph Contrastive Learning via Adaptive Sampling. - Sheng Wan; Yibing Zhan; Shuo Chen 003; Shirui Pan; Jian Yang 003; Dacheng Tao; Chen Gong 002 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Hybrid Data-Free Knowledge Distillation. - Jialiang Tang; Shuo Chen 003; Chen Gong 002 (AAAI, 2025)

Modeling Inter-Intra Heterogeneity for Graph Federated Learning. - Wentao Yu; Shuo Chen 003; Yongxin Tong; Tianlong Gu; Chen Gong 002 (AAAI, 2025)

Remote Photoplethysmography in Real-World and Extreme Lighting Scenarios. - Hang Shao 001; Lei Luo 001; Jianjun Qian; Mengkai Yan; Shuo Chen 003; Jian Yang 003 (CVPR, 2025)

Asymptotics-Aware Multi-View Subspace Clustering. - Yesong Xu; Shuo Chen 003; Jun Li 027; Jian Yang 003 (IEEE Trans. Multim., 2025)

Estimating Per-Class Statistics for Label Noise Learning. - Wenshui Luo; Shuo Chen 003; Tongliang Liu; Bo Han 003; Gang Niu 001; Masashi Sugiyama; Dacheng Tao; Chen Gong 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Label Distribution Learning with Biased Annotations by Learning Multi-Label Representation. - Zhiqiang Kou; Si Qin; Hailin Wang; Ming-Kun Xie; Shuo Chen 003; Yuheng Jia; Tongliang Liu; Masashi Sugiyama; Xin Geng 001 (CoRR, 2025)

LLM-PS: Empowering Large Language Models for Time Series Forecasting with Temporal Patterns and Semantics. - Jialiang Tang; Shuo Chen 003; Chen Gong 002; Jing Zhang 037; Dacheng Tao (CoRR, 2025)

Robust Learning under Hybrid Noise. - Yang Wei; Shuo Chen 003; Shanshan Ye; Bo Han 003; Chen Gong 002 (ACM Trans. Intell. Syst. Technol., 2025)

ZS-VAT: Learning Unbiased Attribute Knowledge for Zero-Shot Recognition Through Visual Attribute Transformer. - Zongyan Han; Zhenyong Fu; Shuo Chen 003; Le Hui; Guangyu Li; Jian Yang 003; Chang Wen Chen (IEEE Trans. Neural Networks Learn. Syst., 2025)

Metric Learning-Based Subspace Clustering. - Yesong Xu; Shuo Chen 003; Jun Li 027; Jian Yang 003 (IEEE Trans. Neural Networks Learn. Syst., 2025)