Wearing-independent hand gesture recognition method based on EMG armband. - Yingwei Zhang 002; Yiqiang Chen 001; Hanchao Yu; Xiaodong Yang 005; Wang Lu 003; Hong Liu 013 (Pers. Ubiquitous Comput., 2018)

Wearable Sensors Based Automatic Box and Block Test System. - Yingwei Zhang 002; Yiqiang Chen 001; Hanchao Yu; Zeping Lv; Pan Shang; Yiyi Ouyang; Xiaodong Yang 005; Wang Lu 003 (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

Instance-Wise Dynamic Sensor Selection for Human Activity Recognition. - Xiaodong Yang 005; Yiqiang Chen 001; Hanchao Yu; Yingwei Zhang 002; Wang Lu 003; Ruizhe Sun (AAAI, 2020)

Learning Effective Spatial-Temporal Features for sEMG Armband-Based Gesture Recognition. - Yingwei Zhang 002; Yiqiang Chen 001; Hanchao Yu; Xiaodong Yang 005; Wang Lu 003 (IEEE Internet Things J., 2020)

FedHealth 2: Weighted Federated Transfer Learning via Batch Normalization for Personalized Healthcare. - Yiqiang Chen 001; Wang Lu 003; Jindong Wang 001; Xin Qin (CoRR, 2021)

Federated Learning with Adaptive Batchnorm for Personalized Healthcare. - Yiqiang Chen 001; Wang Lu 003; Jindong Wang 001; Xin Qin; Tao Qin 001 (CoRR, 2021)

Cross-domain activity recognition via substructural optimal transport. - Wang Lu 003; Yiqiang Chen 001; Jindong Wang 001; Xin Qin (Neurocomputing, 2021)

Local and Global Alignments for Generalizable Sensor-Based Human Activity Recognition. - Wang Lu 003; Jindong Wang 001; Yiqiang Chen 001 (ICASSP, 2022)

Towards Optimization and Model Selection for Domain Generalization: A Mixup-guided Solution. - Wang Lu 003; Jindong Wang 001; Yidong Wang 003; Kan Ren; Yiqiang Chen 001; Xing Xie 001 (CoRR, 2022)

Semantic-Discriminative Mixup for Generalizable Sensor-based Cross-domain Activity Recognition. - Wang Lu 003; Jindong Wang 001; Yiqiang Chen 001; Sinno Jialin Pan; Chunyu Hu 001; Xin Qin (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022)

Dual layer transfer learning for sEMG-based user-independent gesture recognition. - Yingwei Zhang 002; Yiqiang Chen 001; Hanchao Yu; Xiaodong Yang 005; Wang Lu 003 (Pers. Ubiquitous Comput., 2022)

Domain-invariant Feature Exploration for Domain Generalization. - Wang Lu 003; Jindong Wang 001; Haoliang Li; Yiqiang Chen 001; Xing Xie 001 (Trans. Mach. Learn. Res., 2022)

Out-of-distribution Representation Learning for Time Series Classification. - Wang Lu 003; Jindong Wang 001; Xinwei Sun 001; Yiqiang Chen 001; Xing Xie 001 (ICLR, 2023)

Generalizable Low-Resource Activity Recognition with Diverse and Discriminative Representation Learning. - Xin Qin; Jindong Wang 001; Shuo Ma 001; Wang Lu 003; Yongchun Zhu; Xing Xie 001; Yiqiang Chen 001 (KDD, 2023)

ZooPFL: Exploring Black-box Foundation Models for Personalized Federated Learning. - Wang Lu 003; Hao Yu 023; Jindong Wang 001; Damien Teney; Haohan Wang; Yiqiang Chen 001; Qiang Yang 001; Xing Xie 001; Xiangyang Ji (CoRR, 2023)

Enhancing Few-shot CLIP with Semantic-Aware Fine-Tuning. - Yao Zhu 003; Yuefeng Chen; Wei Wang 298; Xiaofeng Mao; Xiu Yan; Yue Wang; Zhigang Li 004; Wang Lu 003; Jindong Wang 001; Xiangyang Ji (CoRR, 2023)

FedCLIP: Fast Generalization and Personalization for CLIP in Federated Learning. - Wang Lu 003; Xixu Hu; Jindong Wang 001; Xing Xie 001 (IEEE Data Eng. Bull., 2023)

Domain Generalization for Activity Recognition via Adaptive Feature Fusion. - Xin Qin; Jindong Wang 001; Yiqiang Chen 001; Wang Lu 003; Xinlong Jiang (ACM Trans. Intell. Syst. Technol., 2023)

Generalizing to Unseen Domains: A Survey on Domain Generalization. - Jindong Wang 001; Cuiling Lan; Chang Liu 030; Yidong Ouyang; Tao Qin 001; Wang Lu 003; Yiqiang Chen 001; Wenjun Zeng 001; Philip S. Yu (IEEE Trans. Knowl. Data Eng., 2023)

FIXED: Frustratingly Easy Domain Generalization with Mixup. - Wang Lu 003; Jindong Wang 001; Han Yu 001; Lei Huang; Xiang Zhang; Yiqiang Chen 001; Xing Xie 001 (CPAL, 2024)

Towards Optimization and Model Selection for Domain Generalization: A Mixup-guided Solution. - Wang Lu 003; Jindong Wang 001; Yidong Wang 003; Xing Xie 001 (SDM, 2024)

Diversify: A General Framework for Time Series Out-of-Distribution Detection and Generalization. - Wang Lu 003; Jindong Wang 001; Xinwei Sun 001; Yiqiang Chen 001; Xiangyang Ji; Qiang Yang 001; Xing Xie 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

MetaFed: Federated Learning Among Federations With Cyclic Knowledge Distillation for Personalized Healthcare. - Yiqiang Chen 001; Wang Lu 003; Xin Qin; Jindong Wang 001; Xing Xie 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Personalized Federated Learning With Adaptive Batchnorm for Healthcare. - Wang Lu 003; Jindong Wang 001; Yiqiang Chen 001; Xin Qin; Renjun Xu; Dimitrios Dimitriadis; Tao Qin 001 (IEEE Trans. Big Data, 2024)

PrivFusion: Privacy-Preserving Model Fusion via Decentralized Federated Graph Matching. - Qian Chen 023; Yiqiang Chen 001; Xinlong Jiang; Teng Zhang; Weiwei Dai; Wuliang Huang; Bingjie Yan; Zhen Yan; Wang Lu 003; Bo Ye (IEEE Trans. Knowl. Data Eng., 2024)

FHBench: Towards Efficient and Personalized Federated Learning for Multimodal Healthcare. - Penghao Wang; Qian Chen 023; Teng Zhang; Yingwei Zhang 002; Wang Lu 003; Yiqiang Chen 001 (CoRR, 2025)

Enhancing Few-Shot CLIP With Semantic-Aware Fine-Tuning. - Yao Zhu 003; Yuefeng Chen; Xiaofeng Mao; Xiu Yan; Yue Wang; Wang Lu 003; Jindong Wang 001; Xiangyang Ji (IEEE Trans. Neural Networks Learn. Syst., 2025)

UniGame: Turning a Unified Multimodal Model Into Its Own Adversary. - Zhaolong Su; Wang Lu 003; Hao Chen 102; Sharon Li 001; Jindong Wang 001 (CoRR, 2025)

How Do Large Language Models Understand Genes and Cells. - Chen Fang; Yidong Wang 003; Yunze Song; Qingqing Long; Wang Lu 003; Linghui Chen; Guihai Feng; Yuanchun Zhou; Xin Li 247 (ACM Trans. Intell. Syst. Technol., 2025)

Survey on Knowledge Distillation for Large Language Models: Methods, Evaluation, and Application. - Chuanpeng Yang; Yao Zhu 003; Wang Lu 003; Yidong Wang 003; Qian Chen 023; Chenlong Gao; Bingjie Yan; Yiqiang Chen 001 (ACM Trans. Intell. Syst. Technol., 2025)

HAROOD: A Benchmark for Out-of-distribution Generalization in Sensor-based Human Activity Recognition. - Wang Lu 003; Yao Zhu 003; Jindong Wang 001 (KDD (1), 2026)

Exploring Scale Shift in Crowd Localization under the Context of Domain Generalization. - Juncheng Wang; Lei Shang; Ziqi Liu; Wang Lu 003; Xixu Hu; Zhe Hu; Jindong Wang 001; Shujun Wang (Int. J. Comput. Vis., 2026)