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Shuxin Zhong

5 accepted papers

2026

StormInsight: Hierarchical Environmental Forcing and Vertical Coupling for Weather System Evolution

ICML 2026poster

Nowcasting forms the first line of defense against rapidly evolving weather hazards, where even minutes of delay can lead to severe societal impacts. However, existing systems predominantly extrapolate 2D radar reflectivity, which struggles under rapid intensification regimes. We introduce \N, a mul…

Cited by 0SourceScholar
2026

mmJEPA-ECG: Cross-Posture Robust Contactless Electrocardiogram Monitoring via Millimeter Wave Radar Sensing

AAAI 2026technical

Continuous cardiac monitoring during sleep is vital for detecting silent arrhythmia and other nocturnal cardiac events. While electrocardiogram (ECG) is the clinical gold standard, its reliance on electrodes and physical contact makes it intrusive for daily long-term use. Millimeter-wave (mmWave) ra

Cited by 0SourcePDFScholar
2025

Adaptive Multi-Faceted Service Capabilities Co-Prediction for Nationwide Terminal Stations in Logistics

AAAI 2025technical

Estimating service capabilities for logistics terminal stations is essential for guiding operations adjustments to enhance customer experience. However, existing studies often focus on isolated metrics like on-time delivery or complaint rates, each reflecting a specific aspect of service capabilit…

Cited by 0SourcePDFScholar
2025

HARMONY: A Privacy-preserving and Sensor-agnostic Tele-monitoring system

IJCAI 2025

Global aging necessitates tele-monitoring systems to provide real-time tracking and timely assistance for older adults living independently. While pervasive wireless devices (e.g., CSI, IMU, UWB) enable cost-effective, non-intrusive monitoring, existing systems lack flexibility, limiting their adapt

Cited by 0SourcePDFScholar
2024

Human Preference-aware Rebalancing and Charging for Shared Electric Micromobility Vehicles

ICRA 2024poster

Shared electric micromobility has surged to a popular model of urban transportation due to its efficiency in short-distance trips and environmentally friendly characteristics compared to traditional automobiles. However, managing thousands of shared electric micromobility vehicles including rebalanc…

Cited by 3SourceScholar