Deep Convolutional Networks With Tunable Speed-Accuracy Tradeoff for Human Activity Recognition Using Wearables. - Xing Wang; Lei Zhang 130; Wenbo Huang 001; Shuoyuan Wang; Hao Wu 010; Jun He 006; Aiguo Song (IEEE Trans. Instrum. Meas., 2022)

A lightweight neural network framework using linear grouped convolution for human activity recognition on mobile devices. - Tianyi Liu; Shuoyuan Wang; Yue Liu; Weiming Quan; Lei Zhang 130 (J. Supercomput., 2022)

Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition. - Shuoyuan Wang; Jindong Wang 005; Huajun Xi; Bob Zhang 001; Lei Zhang 130; Hongxin Wei (CoRR, 2023)

Deep Ensemble Learning for Human Activity Recognition Using Wearable Sensors via Filter Activation. - Wenbo Huang 001; Lei Zhang 130; Shuoyuan Wang; Hao Wu 010; Aiguo Song (ACM Trans. Embed. Comput. Syst., 2023)

Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition. - Shuoyuan Wang; Jindong Wang 001; Huajun Xi; Bob Zhang 001; Lei Zhang 130; Hongxin Wei (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2023)

Open-Vocabulary Calibration for Fine-tuned CLIP. - Shuoyuan Wang; Jindong Wang 001; Guoqing Wang; Bob Zhang 001; Kaiyang Zhou; Hongxin Wei (ICML, 2024)

Open-Vocabulary Calibration for Vision-Language Models. - Shuoyuan Wang; Jindong Wang 005; Guoqing Wang; Bob Zhang 001; Kaiyang Zhou; Hongxin Wei (CoRR, 2024)

Understanding and Mitigating Miscalibration in Prompt Tuning for Vision-Language Models. - Shuoyuan Wang; Yixuan Li 001; Hongxin Wei (CoRR, 2024)

A General Multistage Deep Learning Framework for Sensor-Based Human Activity Recognition Under Bounded Computational Budget. - Xing Wang; Lei Zhang 130; Dongzhou Cheng; Yin Tang; Shuoyuan Wang; Hao Wu 010; Aiguo Song (IEEE Trans. Instrum. Meas., 2024)

PatchHAR: A MLP-Like Architecture for Efficient Activity Recognition Using Wearables. - Shuoyuan Wang; Lei Zhang 130; Xing Wang; Wenbo Huang 001; Hao Wu 010; Aiguo Song (IEEE Trans. Biom. Behav. Identity Sci., 2024)

MaskCAE: Masked Convolutional AutoEncoder via Sensor Data Reconstruction for Self-Supervised Human Activity Recognition. - Dongzhou Cheng; Lei Zhang 130; Lutong Qin; Shuoyuan Wang; Hao Wu 010; Aiguo Song (IEEE J. Biomed. Health Informatics, 2024)

Towards Better Accuracy-Efficiency Trade-Offs: Dynamic Activity Inference via Collaborative Learning From Various Width-Resolution Configurations. - Lutong Qin; Lei Zhang 130; Chengrun Li; Chaoda Song; Dongzhou Cheng; Shuoyuan Wang; Hao Wu 010; Aiguo Song (IEEE Trans. Artif. Intell., 2024)

Manta: Enhancing Mamba for Few-Shot Action Recognition of Long Sub-Sequence. - Wenbo Huang 001; Jinghui Zhang; Guang Li 008; Lei Zhang 130; Shuoyuan Wang; Fang Dong; Jiahui Jin; Takahiro Ogawa 001; Miki Haseyama (AAAI, 2025)

Generalizable Sensor-Based Activity Recognition via Categorical Concept Invariant Learning. - Di Xiong; Shuoyuan Wang; Lei Zhang 130; Wenbo Huang 001; Chaolei Han 001 (AAAI, 2025)

Your Pre-trained LLM is Secretly an Unsupervised Confidence Calibrator. - Beier Luo; Shuoyuan Wang; Yixuan Li 001; Hongxin Wei (CoRR, 2025)

Deconfounding Causal Inference through Two-branch Framework with Early-forking for Sensor-based Cross-domain Activity Recognition. - Di Xiong; Lei Zhang 130; Shuoyuan Wang; Dongzhou Cheng; Wenbo Huang 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2025)