MagDot: Drift-free, Wearable Joint Angle Tracking at Low CostChen 等人提出 MagDot 低成本可穿戴关节角度追踪系统，采用磁场补偿技术实现无漂移精确运动监测。2024DCDongyao Chen et al.Vibrotactile Feedback & Skin StimulationHuman Pose & Activity RecognitionCHI
AutoAugHAR: Automated Data Augmentation for Sensor-based Human Activity RecognitionZhou 等人提出 AutoAugHAR 自动化数据增强框架，自动搜索最优增强策略提升基于传感器的人类活动识别性能。2024YZYexu Zhou et al.Human Pose & Activity RecognitionComputational Methods in HCICHI
mP-Gait: Fine-grained Parkinson's Disease Gait Impairment Assessment with Robust Feature AnalysisZhang 等人提出 mP-Gait 系统，采用鲁棒特征分析实现帕金森病步态障碍的精细化自动评估，提升诊断客观性。2024WZWenhao Zhang et al.Human Pose & Activity RecognitionCHI
Unobtrusive Air Leakage Estimation for Earables with In-ear MicrophonesDemirel 等人提出基于入耳式麦克风的空气泄漏无感估计方法，实现可穿戴设备密封性能的非侵入式实时监测。2024BDBerken Utku Demirel et al.Haptic WearablesCHI
A User-Centered Framework to Empower People with Parkinson's DiseaseRahman 等人提出以用户为中心的帕金森病赋能框架，通过以患者需求为导向的设计方法，提升辅助技术的实用性和患者生活品质。2024WRWasifur Rahman et al.Cognitive Impairment & Neurodiversity (Autism, ADHD, Dyslexia)Robots in Education & HealthcareEmpowerment of Marginalized GroupsCHI
ToMoBrush: Exploring Dental Health Sensing using a Sonic ToothbrushYuan 等人开发ToMoBrush系统，利用声波牙刷的高频振动和声音分析感知刷牙接触状态、识别刷牙区域，评估口腔健康和刷牙质量。2024KYKuang Yuan et al.Biosensors & Physiological MonitoringCHI
CrossHAR: Generalizing Cross-dataset Human Activity Recognition via Hierarchical Self-Supervised PretrainingHong 等人提出CrossHAR框架，通过分层自监督预训练在多个源数据集学习通用特征表示，显著提升人类活动识别模型跨不同数据集的泛化能力。2024ZHZhiqing Hong et al.Human Pose & Activity RecognitionCHI
Predicting Multi-dimensional Surgical Outcomes with Multi-modal Mobile Sensing: A Case Study with Patients Undergoing Lumbar Spine SurgeryXu 等人利用多模态移动传感技术收集术前患者活动、睡眠和生理数据，预测腰椎手术后的疼痛、功能恢复和住院时长等结局指标。2024ZXZiqi Xu et al.Mental Health Apps & Online Support CommunitiesBiosensors & Physiological MonitoringCHI
PuppetMouse: Practical and Contactless Mouse Manipulation Attack via Intentional Electromagnetic Interference InjectionSong 等人提出PuppetMouse攻击，通过有意发射特定频率电磁信号干扰鼠标电磁传感器，实现远程无接触鼠标操纵，严重威胁人机交互设备安全。2024WSWenfan Song et al.Privacy by Design & User ControlPasswords & AuthenticationIoT Device PrivacyCHI
PRECYSE: Predicting Cybersickness using Transformer for Multimodal Time-Series Sensor DataJeong 等人提出PRECYSE框架，利用Transformer融合头部运动、眼动和生理信号等多模态时序数据，实现VR场景下网络晕动症的提前预测。2024DJDayoung Jeong et al.Motion Sickness & Passenger ExperienceEye Tracking & Gaze InteractionBiosensors & Physiological MonitoringCHI
RFBoost: Understanding and Boosting Deep WiFi Sensing via Physical Data AugmentationHou 等人提出 RFBoost 框架，通过创新的物理层数据增强技术提升深度 WiFi 感知模型的泛化能力，在人体行为识别任务中准确率提升 18%。2024WHWeiying Hou et al.Context-Aware ComputingComputational Methods in HCICHI
Self-Supervised Representation Learning and Temporal-Spectral Feature Fusion for Bed Occupancy DetectionSong 等人提出自监督学习框架，通过时频特征融合实现无标注数据的床位占用检测，准确率达 92%，相比传统方法提升 15% 检测精度。2024YSYingjian Song et al.Human Pose & Activity RecognitionBiosensors & Physiological MonitoringContext-Aware ComputingCHI
EarSE: Bringing Robust Speech Enhancement to COTS HeadphonesDuan 等人开发 EarSE 系统，基于深度学习为普通商业耳机提供稳健语音增强，使消费级耳机也能实现专业级降噪效果，语音信噪比提升 25dB。2024DDDi Duan et al.Voice User Interface (VUI) DesignIntelligent Voice Assistants (Alexa, Siri, etc.)CHI
ClearSpeech: Improving Voice Quality of Earbuds Using Both In-Ear and Out-Ear MicrophonesMa 等人提出 ClearSpeech 系统，结合耳塞的内耳和外耳双麦克风进行语音增强，在嘈杂环境中可将语音质量提升 40%，显著改善真无线耳塞的通话体验。2024DMDong Ma et al.Haptic WearablesVoice User Interface (VUI) DesignCHI
EyeGesener: Eye Gesture Listener for Smart Glasses Interaction using Acoustic SensingSun 等人提出 EyeGesener 系统，利用声学感知技术识别智能眼镜用户的眼球手势，实现无需触控的自然交互方式，识别准确率达 95% 以上。2024TSTao Sun et al.Haptic WearablesEye Tracking & Gaze InteractionCHI
EarSpeech: Exploring In-Ear Occlusion Effect on Earphones For Data-efficient Airborne Speech EnhancementHan 等人研究耳塞封闭效应在入耳式设备中的特性，提出数据高效的空气传导语音增强方法。2024FHFeiyu Han et al.Acoustic Sensing and Speech Processing IICHI
SonicVista: Towards Creating Awareness of Distant Scenes through SonificationGupta 等人开发 SonicVista 系统，通过声化技术将远程场景信息转换为声音，增强用户对远处环境的感知能力。2024CGChitralekha Gupta et al.Context-Aware ComputingCHI
SDE: Early Screening for Dry Eye Disease with Wireless SignalsXue 等人研发 SDE 系统，利用无线信号技术实现干眼病的无创早期筛查。2024MXMeng Xue et al.Biosensors & Physiological MonitoringCHI
Sensing to hear through memory: Ultrasound speech enhancement without real ultrasound signalsLiu 等人提出基于记忆感知的超声语音增强方法，在无需真实超声信号的情况下实现语音增强。2024KLKe Liu et al.Vibrotactile Feedback & Skin StimulationCHI
Effects of Uncertain Trajectory Prediction Visualization in Highly Automated Vehicles on Trust, Situation Awareness, and Cognitive LoadColley 等人研究高度自动驾驶汽车中不确定轨迹预测可视化形式对驾驶员信任度、态势感知和认知负荷的影响机制。2024MCMark Colley et al.Automated Driving Interface & Takeover DesignExplainable AI (XAI)CHI