Twin extreme learning machines for pattern classification. - Yihe Wan; Shiji Song; Gao Huang 001; Shuang Li 008 (Neurocomputing, 2017)

Prediction Reweighting for Domain Adaptation. - Shuang Li 008; Shiji Song; Gao Huang 001 (IEEE Trans. Neural Networks Learn. Syst., 2017)

Laplacian twin extreme learning machine for semi-supervised classification. - Shuang Li 008; Shiji Song; Yihe Wan (Neurocomputing, 2018)

Layer-wise domain correction for unsupervised domain adaptation. - Shuang Li 008; Shiji Song; Cheng Wu (Frontiers Inf. Technol. Electron. Eng., 2018)

Domain Invariant and Class Discriminative Feature Learning for Visual Domain Adaptation. - Shuang Li 008; Shiji Song; Gao Huang 001; Zhengming Ding; Cheng Wu (IEEE Trans. Image Process., 2018)

Joint Adversarial Domain Adaptation. - Shuang Li 008; Chi Harold Liu; Binhui Xie; Limin Su; Zhengming Ding; Gao Huang 001 (ACM Multimedia, 2019)

Domain Space Transfer Extreme Learning Machine for Domain Adaptation. - Yiming Chen 005; Shiji Song; Shuang Li 008; Le Yang 007; Cheng Wu (IEEE Trans. Cybern., 2019)

Cross-Domain Extreme Learning Machines for Domain Adaptation. - Shuang Li 008; Shiji Song; Gao Huang 001; Cheng Wu (IEEE Trans. Syst. Man Cybern. Syst., 2019)

Domain Conditioned Adaptation Network. - Shuang Li 008; Chi Harold Liu; Qiuxia Lin; Binhui Xie; Zhengming Ding; Gao Huang 001; Jian Tang 008 (AAAI, 2020)

Simultaneous Semantic Alignment Network for Heterogeneous Domain Adaptation. - Shuang Li 008; Binhui Xie; Jiashu Wu; Ying Zhao; Chi Harold Liu; Zhengming Ding (ACM Multimedia, 2020)

Domain Agnostic Learning for Unbiased Authentication. - Jian Liang 002; Yuren Cao; Shuang Li 008; Bing Bai; Hao Li; Fei Wang 001; Kun Bai (CoRR, 2020)

A Graph Embedding Framework for Maximum Mean Discrepancy-Based Domain Adaptation Algorithms. - Yiming Chen 005; Shiji Song; Shuang Li 008; Cheng Wu (IEEE Trans. Image Process., 2020)

Discriminative Transfer Feature and Label Consistency for Cross-Domain Image Classification. - Shuang Li 008; Chi Harold Liu; Limin Su; Binhui Xie; Zhengming Ding; C. L. Philip Chen; Dapeng Wu 001 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Bi-Classifier Determinacy Maximization for Unsupervised Domain Adaptation. - Shuang Li 008; Fangrui Lv; Binhui Xie; Chi Harold Liu; Jian Liang 002; Chen Qin (AAAI, 2021)

One-shot Face Reenactment Using Appearance Adaptive Normalization. - Guangming Yao; Yi Yuan 002; Tianjia Shao; Shuang Li 008; Shanqi Liu; Yong Liu 007; Mengmeng Wang 005; Kun Zhou 001 (AAAI, 2021)

MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition. - Shuang Li 008; Kaixiong Gong; Chi Harold Liu; Yulin Wang 002; Feng Qiao; Xinjing Cheng (CVPR, 2021)

Transferable Semantic Augmentation for Domain Adaptation. - Shuang Li 008; Mixue Xie; Kaixiong Gong; Chi Harold Liu; Yulin Wang 002; Wei Li 111 (CVPR, 2021)

Dynamic Domain Adaptation for Efficient Inference. - Shuang Li 008; Jinming Zhang; Wenxuan Ma 001; Chi Harold Liu; Wei Li 111 (CVPR, 2021)

SOE-Net: A Self-Attention and Orientation Encoding Network for Point Cloud Based Place Recognition. - Yan Xia 003; Yusheng Xu; Shuang Li 008; Rui Wang 037; Juan Du 012; Daniel Cremers; Uwe Stilla (CVPR, 2021)

Semantic Concentration for Domain Adaptation. - Shuang Li 008; Mixue Xie; Fangrui Lv; Chi Harold Liu; Jian Liang 002; Chen Qin; Wei Li 111 (ICCV, 2021)

Target-oriented Self Training for Heterogeneous Domain Adaptation. - An Da; Rui Zhang 113; Shuang Li 008; Weipeng Cao (ISPA/BDCloud/SocialCom/SustainCom, 2021)

I2V-GAN: Unpaired Infrared-to-Visible Video Translation. - Shuang Li 008; Bingfeng Han; Zhenjie Yu; Chi Harold Liu; Kai Chen; Shuigen Wang (ACM Multimedia, 2021)

ZiGAN: Fine-grained Chinese Calligraphy Font Generation via a Few-shot Style Transfer Approach. - Qi Wen; Shuang Li 008; Bingfeng Han; Yi Yuan 002 (ACM Multimedia, 2021)

VisDA 2022 Challenge: Domain Adaptation for Industrial Waste Sorting. - Dina Bashkirova; Samarth Mishra; Diala Lteif; Piotr Teterwak; Donghyun Kim 006; Fadi M. Alladkani; James Akl; Berk Çalli; Sarah Adel Bargal; Kate Saenko; Daehan Kim; Minseok Seo; et al. (NeurIPS (Competition and Demos), 2021)

Pareto Domain Adaptation. - Fangrui Lv; Jian Liang 002; Kaixiong Gong; Shuang Li 008; Chi Harold Liu; Han Li 005; Di Liu; Guoren Wang (NeurIPS, 2021)

Semantic Distribution-aware Contrastive Adaptation for Semantic Segmentation. - Shuang Li 008; Binhui Xie; Bin Zang; Chi Harold Liu; Xinjing Cheng; Ruigang Yang; Guoren Wang (CoRR, 2021)

SPCL: A New Framework for Domain Adaptive Semantic Segmentation via Semantic Prototype-based Contrastive Learning. - Binhui Xie; Kejia Yin; Shuang Li 008; Xinjing Chen (CoRR, 2021)

Exploiting Both Domain-specific and Invariant Knowledge via a Win-win Transformer for Unsupervised Domain Adaptation. - Wenxuan Ma 001; Jinming Zhang; Shuang Li 008; Chi Harold Liu; Yulin Wang 002; Wei Li 111 (CoRR, 2021)

Incentive Compatible Pareto Alignment for Multi-Source Large Graphs. - Jian Liang 002; Fangrui Lv; Di Liu; Zehui Dai; Xu Tian; Shuang Li 008; Fei Wang 001; Han Li 005 (CoRR, 2021)

Deep Residual Correction Network for Partial Domain Adaptation. - Shuang Li 008; Chi Harold Liu; Qiuxia Lin; Qi Wen; Limin Su; Gao Huang 001; Zhengming Ding (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Discriminative Dimension Reduction via Maximin Separation Probability Analysis. - Le Yang 007; Shiji Song; Shuang Li 008; Yiming Chen 005; C. L. Philip Chen (IEEE Trans. Cybern., 2021)

Graph Embedding-Based Dimension Reduction With Extreme Learning Machine. - Le Yang 007; Shiji Song; Shuang Li 008; Yiming Chen 005; Gao Huang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Active Learning for Domain Adaptation: An Energy-Based Approach. - Binhui Xie; Longhui Yuan; Shuang Li 008; Chi Harold Liu; Xinjing Cheng; Guoren Wang (AAAI, 2022)

Causality Inspired Representation Learning for Domain Generalization. - Fangrui Lv; Jian Liang 002; Shuang Li 008; Bin Zang; Chi Harold Liu; Ziteng Wang; Di Liu (CVPR, 2022)

Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation. - Binhui Xie; Longhui Yuan; Shuang Li 008; Chi Harold Liu; Xinjing Cheng (CVPR, 2022)

Improving Transferability for Domain Adaptive Detection Transformers. - Kaixiong Gong; Shuang Li 008; Shugang Li 002; Rui Zhang 113; Chi Harold Liu; Qiang Chen (ACM Multimedia, 2022)

Making The Best of Both Worlds: A Domain-Oriented Transformer for Unsupervised Domain Adaptation. - Wenxuan Ma 001; Jinming Zhang; Shuang Li 008; Chi Harold Liu; Yulin Wang 002; Wei Li 111 (ACM Multimedia, 2022)

ROMA: Cross-Domain Region Similarity Matching for Unpaired Nighttime Infrared to Daytime Visible Video Translation. - Zhenjie Yu; Kai Chen; Shuang Li 008; Bingfeng Han; Chi Harold Liu; Shuigen Wang (ACM Multimedia, 2022)

Generalized Domain Conditioned Adaptation Network. - Shuang Li 008; Binhui Xie; Qiuxia Lin; Chi Harold Liu; Gao Huang 001; Guoren Wang (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions. - Mingjia Li 003; Binhui Xie; Shuang Li 008; Chi Harold Liu; Xinjing Cheng (AAAI, 2023)

Improving Generalization with Domain Convex Game. - Fangrui Lv; Jian Liang 002; Shuang Li 008; Jinming Zhang; Di Liu (CVPR, 2023)

On the Difficulty of Unpaired Infrared-to-Visible Video Translation: Fine-Grained Content-Rich Patches Transfer. - Zhenjie Yu; Shuang Li 008; Yirui Shen; Chi Harold Liu; Shuigen Wang (CVPR, 2023)

Robust Test-Time Adaptation in Dynamic Scenarios. - Longhui Yuan; Binhui Xie; Shuang Li 008 (CVPR, 2023)

Borrowing Knowledge From Pre-trained Language Model: A New Data-efficient Visual Learning Paradigm. - Wenxuan Ma 001; Shuang Li 008; Jinming Zhang; Chi Harold Liu; Jingxuan Kang; Yulin Wang 002; Gao Huang 001 (ICCV, 2023)

Dirichlet-based Uncertainty Calibration for Active Domain Adaptation. - Mixue Xie; Shuang Li 008; Rui Zhang 113; Chi Harold Liu (ICLR, 2023)

Style Transfer Meets Super-Resolution: Advancing Unpaired Infrared-to-Visible Image Translation with Detail Enhancement. - Yirui Shen; Jingxuan Kang; Shuang Li 008; Zhenjie Yu; Shuigen Wang (ACM Multimedia, 2023)

Language Semantic Graph Guided Data-Efficient Learning. - Wenxuan Ma 001; Shuang Li 008; Lincan Cai; Jingxuan Kang (NeurIPS, 2023)

Annotator: A Generic Active Learning Baseline for LiDAR Semantic Segmentation. - Binhui Xie; Shuang Li 008; Qingju Guo; Chi Harold Liu; Xinjing Cheng (NeurIPS, 2023)

Evolving Standardization for Continual Domain Generalization over Temporal Drift. - Mixue Xie; Shuang Li 008; Longhui Yuan; Chi Harold Liu; Zehui Dai (NeurIPS, 2023)

Generalized Robust Test-Time Adaptation in Continuous Dynamic Scenarios. - Shuang Li 008; Longhui Yuan; Binhui Xie; Tao Yang (CoRR, 2023)

Few Clicks Suffice: Active Test-Time Adaptation for Semantic Segmentation. - Longhui Yuan; Shuang Li 008; Zhuo He; Binhui Xie (CoRR, 2023)

Domain Adaptive Remote Sensing Scene Recognition via Semantic Relationship Knowledge Transfer. - Ying Zhao; Shuang Li 008; Chi Harold Liu; Yuqi Han; Hao Shi 006; Wei Li 032 (IEEE Trans. Geosci. Remote. Sens., 2023)

Joint Semantic Transfer Network for IoT Intrusion Detection. - Jiashu Wu; Yang Wang 006; Binhui Xie; Shuang Li 008; Hao Dai; Kejiang Ye; Cheng-Zhong Xu 001 (IEEE Internet Things J., 2023)

Meta-Reweighted Regularization for Unsupervised Domain Adaptation. - Shuang Li 008; Wenxuan Ma 001; Jinming Zhang; Chi Harold Liu; Jian Liang 002; Guoren Wang (IEEE Trans. Knowl. Data Eng., 2023)

SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation. - Binhui Xie; Shuang Li 008; Mingjia Li 003; Chi Harold Liu; Gao Huang 001; Guoren Wang (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

A Collaborative Alignment Framework of Transferable Knowledge Extraction for Unsupervised Domain Adaptation. - Binhui Xie; Shuang Li 008; Fangrui Lv; Chi Harold Liu; Guoren Wang; Dapeng Oliver Wu (IEEE Trans. Knowl. Data Eng., 2023)

Critical Classes and Samples Discovering for Partial Domain Adaptation. - Shuang Li 008; Kaixiong Gong; Binhui Xie; Chi Harold Liu; Weipeng Cao; Song Tian (IEEE Trans. Cybern., 2023)

End-to-End Transferable Anomaly Detection via Multi-Spectral Cross-Domain Representation Alignment. - Shuang Li 008; Shugang Li 002; Mixue Xie; Kaixiong Gong; Jianxin Zhao 001; Chi Harold Liu; Guoren Wang (IEEE Trans. Knowl. Data Eng., 2023)

Learning Modality Knowledge Alignment for Cross-Modality Transfer. - Wenxuan Ma 001; Shuang Li 008; Lincan Cai; Jingxuan Kang (ICML, 2024)

Enhancing Cross-Modal Fine-Tuning with Gradually Intermediate Modality Generation. - Lincan Cai; Shuang Li 008; Wenxuan Ma 001; Jingxuan Kang; Binhui Xie; Zixun Sun; Chengwei Zhu (ICML, 2024)

Weighted Multiple Source-Free Domain Adaptation Ensemble Network in Intelligent Machinery Fault Diagnosis. - Renhu Bu; Shuang Li 008; Chi Harold Liu (KSEM (2), 2024)

Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time Adaptation. - Mingjia Li 003; Shuang Li 008; Tongrui Su; Longhui Yuan; Jian Liang 002; Wei Li 111 (NeurIPS, 2024)

Weight Diffusion for Future: Learn to Generalize in Non-Stationary Environments. - Mixue Xie; Shuang Li 008; Binhui Xie; Chi Harold Liu; Jian Liang 002; Zixun Sun; Ke Feng; Chengwei Zhu (NeurIPS, 2024)

Multi-Epoch learning with Data Augmentation for Deep Click-Through Rate Prediction. - Zhongxiang Fan; Zhaocheng Liu; Jian Liang 002; Dongying Kong; Han Li 005; Peng Jiang 002; Shuang Li 008; Kun Gai (CoRR, 2024)

Principal Properties Attention Matching for Partial Domain Adaptation in Fault Diagnosis. - Shugang Li 002; Renhu Bu; Shuang Li 008; Chi Harold Liu; Keke Huang (IEEE Trans. Instrum. Meas., 2024)

Exploring Spatiotemporal Consistency of Features for Video Translation in Consumer Internet of Things. - Haichuan Tang; Zhenjie Yu; Shuang Li 008 (IEEE Trans. Consumer Electron., 2024)

Adapting Across Domains via Target-Oriented Transferable Semantic Augmentation Under Prototype Constraint. - Mixue Xie; Shuang Li 008; Kaixiong Gong; Yulin Wang 002; Gao Huang 001 (Int. J. Comput. Vis., 2024)

Dual-GT: Dual-scale Spatial Dependency for Grid-based Traffic Flow Prediction. - Xufeng Liang; Zhida Qin; Pengzhan Zhou; Shuang Li 008; Tianyu Huang (INFOCOM, 2025)

Domain Adaptation via Prompt Learning. - Chunjiang Ge; Rui Huang; Mixue Xie; Zihang Lai; Shiji Song; Shuang Li 008; Gao Huang 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Source-Free Active Domain Adaptation via Augmentation-Based Sample Query and Progressive Model Adaptation. - Shuang Li 008; Rui Zhang 113; Kaixiong Gong; Mixue Xie; Wenxuan Ma 001; Guangyu Gao (IEEE Trans. Neural Networks Learn. Syst., 2025)

Semantic Correlation Transfer for Heterogeneous Domain Adaptation. - Ying Zhao; Shuang Li 008; Rui Zhang 113; Chi Harold Liu; Weipeng Cao; Xizhao Wang; Song Tian (IEEE Trans. Neural Networks Learn. Syst., 2025)

From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based Selection. - Lincan Cai; Jingxuan Kang; Shuang Li 008; Wenxuan Ma 001; Binhui Xie; Zhida Qin; Jian Liang 002 (CoRR, 2025)

Learning Time-Aware Causal Representation for Model Generalization in Evolving Domains. - Zhuo He; Shuang Li 008; Wenze Song; Longhui Yuan; Jian Liang 002; Han Li 005; Kun Gai (CoRR, 2025)