Wang Lu

45 papers A* 3A 1Misc 1Journal 36Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Exploring Scale Shift in Crowd Localization under the Context of Domain Generalization.
Int. J. Comput. Vis.
Juncheng Wang, Lei Shang, Ziqi Liu, Wang Lu, Xixu Hu, Zhe Hu, Jindong Wang, Shujun Wang
2026 — conf
HAROOD: A Benchmark for Out-of-distribution Generalization in Sensor-based Human Activity Recognition.
KDD (1)
Wang Lu, Yao Zhu, Jindong Wang
2025 J jnl
Enhancing Few-Shot CLIP With Semantic-Aware Fine-Tuning.
IEEE Trans. Neural Networks Learn. Syst.
Yao Zhu, Yuefeng Chen, Xiaofeng Mao, Xiu Yan, Yue Wang, Wang Lu, Jindong Wang, Xiangyang Ji
2025 J jnl
Exploring Scale Shift in Crowd Localization under the Context of Domain Generalization.
CoRR
Juncheng Wang, Lei Shang, Ziqi Liu, Wang Lu, Xixu Hu, Zhe Hu, Jindong Wang, Shujun Wang
2025 J jnl
FHBench: Towards Efficient and Personalized Federated Learning for Multimodal Healthcare.
CoRR
Penghao Wang, Qian Chen, Teng Zhang, Yingwei Zhang, Wang Lu, Yiqiang Chen
2025 J jnl
How Do Large Language Models Understand Genes and Cells.
ACM Trans. Intell. Syst. Technol.
Chen Fang, Yidong Wang, Yunze Song, Qingqing Long, Wang Lu, Linghui Chen, Guihai Feng, Yuanchun Zhou, Xin Li
2025 J jnl
Survey on Knowledge Distillation for Large Language Models: Methods, Evaluation, and Application.
ACM Trans. Intell. Syst. Technol.
Chuanpeng Yang, Yao Zhu, Wang Lu, Yidong Wang, Qian Chen, Chenlong Gao, Bingjie Yan, Yiqiang Chen
2025 J jnl
UniGame: Turning a Unified Multimodal Model Into Its Own Adversary.
CoRR
Zhaolong Su, Wang Lu, Hao Chen, Sharon Li, Jindong Wang
2024 J jnl
Diversify: A General Framework for Time Series Out-of-Distribution Detection and Generalization.
IEEE Trans. Pattern Anal. Mach. Intell.
Wang Lu, Jindong Wang, Xinwei Sun, Yiqiang Chen, Xiangyang Ji, Qiang Yang, Xing Xie
2024 — conf
FIXED: Frustratingly Easy Domain Generalization with Mixup.
CPAL
Wang Lu, Jindong Wang, Han Yu, Lei Huang, Xiang Zhang, Yiqiang Chen, Xing Xie
2024 J jnl
MetaFed: Federated Learning Among Federations With Cyclic Knowledge Distillation for Personalized Healthcare.
IEEE Trans. Neural Networks Learn. Syst.
Yiqiang Chen, Wang Lu, Xin Qin, Jindong Wang, Xing Xie
2024 J jnl
Personalized Federated Learning With Adaptive Batchnorm for Healthcare.
IEEE Trans. Big Data
Wang Lu, Jindong Wang, Yiqiang Chen, Xin Qin, Renjun Xu, Dimitrios Dimitriadis, Tao Qin
2024 J jnl
PrivFusion: Privacy-Preserving Model Fusion via Decentralized Federated Graph Matching.
IEEE Trans. Knowl. Data Eng.
Qian Chen, Yiqiang Chen, Xinlong Jiang, Teng Zhang, Weiwei Dai, Wuliang Huang, Bingjie Yan, Zhen Yan, Wang Lu, Bo Ye
2024 J jnl
Survey on Knowledge Distillation for Large Language Models: Methods, Evaluation, and Application.
CoRR
Chuanpeng Yang, Wang Lu, Yao Zhu, Yidong Wang, Qian Chen, Chenlong Gao, Bingjie Yan, Yiqiang Chen
2024 A conf
Towards Optimization and Model Selection for Domain Generalization: A Mixup-guided Solution.
SDM
Wang Lu, Jindong Wang, Yidong Wang, Xing Xie
2023 J jnl
DIVERSIFY: A General Framework for Time Series Out-of-distribution Detection and Generalization.
CoRR
Wang Lu, Jindong Wang, Xinwei Sun, Yiqiang Chen, Xiangyang Ji, Qiang Yang, Xing Xie
2023 J jnl
Domain Generalization for Activity Recognition via Adaptive Feature Fusion.
ACM Trans. Intell. Syst. Technol.
Xin Qin, Jindong Wang, Yiqiang Chen, Wang Lu, Xinlong Jiang
2023 J jnl
Enhancing Few-shot CLIP with Semantic-Aware Fine-Tuning.
CoRR
Yao Zhu, Yuefeng Chen, Wei Wang, Xiaofeng Mao, Xiu Yan, Yue Wang, Zhigang Li, Wang Lu, Jindong Wang, Xiangyang Ji
2023 J jnl
FedCLIP: Fast Generalization and Personalization for CLIP in Federated Learning.
CoRR
Wang Lu, Xixu Hu, Jindong Wang, Xing Xie
2023 J jnl
FedCLIP: Fast Generalization and Personalization for CLIP in Federated Learning.
IEEE Data Eng. Bull.
Wang Lu, Xixu Hu, Jindong Wang, Xing Xie
2023 A* conf
Generalizable Low-Resource Activity Recognition with Diverse and Discriminative Representation Learning.
KDD
Xin Qin, Jindong Wang, Shuo Ma, Wang Lu, Yongchun Zhu, Xing Xie, Yiqiang Chen
2023 J jnl
Generalizable Low-Resource Activity Recognition with Diverse and Discriminative Representation Learning.
CoRR
Xin Qin, Jindong Wang, Shuo Ma, Wang Lu, Yongchun Zhu, Xing Xie, Yiqiang Chen
2023 J jnl
Generalizing to Unseen Domains: A Survey on Domain Generalization.
IEEE Trans. Knowl. Data Eng.
Jindong Wang, Cuiling Lan, Chang Liu, Yidong Ouyang, Tao Qin, Wang Lu, Yiqiang Chen, Wenjun Zeng, Philip S. Yu
2023 A* conf
Out-of-distribution Representation Learning for Time Series Classification.
ICLR
Wang Lu, Jindong Wang, Xinwei Sun, Yiqiang Chen, Xing Xie
2023 — conf
Towards Optimization and Model Selection for Domain Generalization: A Mixup-guided Solution.
CDPD
Wang Lu, Jindong Wang, Yidong Wang, Xing Xie
2023 J jnl
ZooPFL: Exploring Black-box Foundation Models for Personalized Federated Learning.
CoRR
Wang Lu, Hao Yu, Jindong Wang, Damien Teney, Haohan Wang, Yiqiang Chen, Qiang Yang, Xing Xie, Xiangyang Ji
2022 J jnl
Domain Generalization for Activity Recognition via Adaptive Feature Fusion.
CoRR
Xin Qin, Jindong Wang, Yiqiang Chen, Wang Lu, Xinlong Jiang
2022 J jnl
Domain-invariant Feature Exploration for Domain Generalization.
CoRR
Wang Lu, Jindong Wang, Haoliang Li, Yiqiang Chen, Xing Xie
2022 J jnl
Domain-invariant Feature Exploration for Domain Generalization.
Trans. Mach. Learn. Res.
Wang Lu, Jindong Wang, Haoliang Li, Yiqiang Chen, Xing Xie
2022 J jnl
Dual layer transfer learning for sEMG-based user-independent gesture recognition.
Pers. Ubiquitous Comput.
Yingwei Zhang, Yiqiang Chen, Hanchao Yu, Xiaodong Yang, Wang Lu
2022 J jnl
FIXED: Frustratingly Easy Domain Generalization with Mixup.
CoRR
Wang Lu, Jindong Wang, Han Yu, Lei Huang, Xiang Zhang, Yiqiang Chen, Xing Xie
2022 Misc conf
Local and Global Alignments for Generalizable Sensor-Based Human Activity Recognition.
ICASSP
Wang Lu, Jindong Wang, Yiqiang Chen
2022 J jnl
MetaFed: Federated Learning among Federations with Cyclic Knowledge Distillation for Personalized Healthcare.
CoRR
Yiqiang Chen, Wang Lu, Xin Qin, Jindong Wang, Xing Xie
2022 J jnl
Out-of-Distribution Representation Learning for Time Series Classification.
CoRR
Wang Lu, Jindong Wang, Xinwei Sun, Yiqiang Chen, Xing Xie
2022 J jnl
Semantic-Discriminative Mixup for Generalizable Sensor-based Cross-domain Activity Recognition.
CoRR
Wang Lu, Jindong Wang, Yiqiang Chen, Sinno Jialin Pan, Chunyu Hu, Xin Qin
2022 J jnl
Semantic-Discriminative Mixup for Generalizable Sensor-based Cross-domain Activity Recognition.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Wang Lu, Jindong Wang, Yiqiang Chen, Sinno Jialin Pan, Chunyu Hu, Xin Qin
2022 J jnl
Towards Optimization and Model Selection for Domain Generalization: A Mixup-guided Solution.
CoRR
Wang Lu, Jindong Wang, Yidong Wang, Kan Ren, Yiqiang Chen, Xing Xie
2021 J jnl
Cross-domain Activity Recognition via Substructural Optimal Transport.
CoRR
Wang Lu, Yiqiang Chen, Jindong Wang, Xin Qin
2021 J jnl
Cross-domain activity recognition via substructural optimal transport.
Neurocomputing
Wang Lu, Yiqiang Chen, Jindong Wang, Xin Qin
2021 J jnl
FedHealth 2: Weighted Federated Transfer Learning via Batch Normalization for Personalized Healthcare.
CoRR
Yiqiang Chen, Wang Lu, Jindong Wang, Xin Qin
2021 J jnl
Federated Learning with Adaptive Batchnorm for Personalized Healthcare.
CoRR
Yiqiang Chen, Wang Lu, Jindong Wang, Xin Qin, Tao Qin
2020 A* conf
Instance-Wise Dynamic Sensor Selection for Human Activity Recognition.
AAAI
Xiaodong Yang, Yiqiang Chen, Hanchao Yu, Yingwei Zhang, Wang Lu, Ruizhe Sun
2020 J jnl
Learning Effective Spatial-Temporal Features for sEMG Armband-Based Gesture Recognition.
IEEE Internet Things J.
Yingwei Zhang, Yiqiang Chen, Hanchao Yu, Xiaodong Yang, Wang Lu
2019 — conf
Wearable Sensors Based Automatic Box and Block Test System.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Yingwei Zhang, Yiqiang Chen, Hanchao Yu, Zeping Lv, Pan Shang, Yiyi Ouyang, Xiaodong Yang, Wang Lu
2018 J jnl
Wearing-independent hand gesture recognition method based on EMG armband.
Pers. Ubiquitous Comput.
Yingwei Zhang, Yiqiang Chen, Hanchao Yu, Xiaodong Yang, Wang Lu, Hong Liu