Yingli Tian

City College of New York — United States

Computer Science · Physical Sciences

62h-index18.6kcitations302works1.72yr avg
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Research Topics

Video Surveillance and Tracking Methods(66), Human Pose and Action Recognition(64), Advanced Image and Video Retrieval Techniques(43), Hand Gesture Recognition Systems(38), Advanced Vision and Imaging(35)

Publications302 total

MMT-ARD: Multimodal Multi-Teacher Adversarial Distillation for Robust Vision-Language Models
arXiv (Cornell University)·2025Open Access
Physics-Informed Machine Learning Framework for Predicting Rainfall-Induced Shallow Landslides in the Colorado Front Range
2025
LoRALib: A Standardized Benchmark for Evaluating LoRA-MoE Methods
arXiv (Cornell University)·2025Open Access
Enhancing propeller design with freeform contours through NURBS interpolation for 2D fabrication, CAD/CAM for 3D production, optimized with Taguchi method and artificial neural network
Results in Engineering·2025· 1 citedOpen Access
AMMKD: Adaptive Multimodal Multi-teacher Distillation for Lightweight Vision-Language Models
arXiv (Cornell University)·2025Open Access
MPQ-DMv2: Flexible Residual Mixed Precision Quantization for Low-Bit Diffusion Models with Temporal Distillation
ArXiv.org·2025Open Access
Frequency-Aligned Knowledge Distillation for Lightweight Spatiotemporal Forecasting
ArXiv.org·2025· 1 citedOpen Access
Enhancing Facial Privacy Protection via Weakening Diffusion Purification
2025· 2 cited
SepPrune: Structured Pruning for Efficient Deep Speech Separation
arXiv (Cornell University)·2025Open Access
YOLOv5_CDB: A Global Wind Turbine Detection Framework Integrating CBAM and DBSCAN
Remote Sensing·2025· 4 citedOpen Access
Deep Learning and Hydrological Feature Constraint Strategies for Dam Detection: Global Application to Sentinel-2 Remote Sensing Imagery
Remote Sensing·2025· 2 citedOpen Access
Enhancing Facial Privacy Protection via Weakening Diffusion Purification
arXiv (Cornell University)·2025Open Access
Application Research on Contour Feature Extraction of Solidified Region Image in Laser Powder Bed Fusion Based on SA-TransUNet
Applied Sciences·2025· 2 citedOpen Access
Advancing Landslide Susceptibility Mapping across Heterogeneous Regions with Deep Learning-Based Domain Adaptation
2025· 1 cited
A hybrid approach for island recognition by synthesizing object-oriented deep learning and pixel-based adaptive thresholding: global experiments on Sentinel-2 imagery
International Journal of Remote Sensing·2025· 5 cited
A Preference-Driven Methodology for Efficient Code Generation
IEEE Transactions on Artificial Intelligence·2025
Improved Dirichlet mixture model clustering algorithm for medical data anomaly detection
International Journal of Bio-Inspired Computation·2025· 1 cited
Short-Term Wind Power Forecasting with Small-Sample Datasets Using an Attention-Enhanced Domain-Adversarial Neural Network
SSRN Electronic Journal·2025Open Access
Bridging the Gap: AI and Sign Language Recognition — A Path Toward Inclusive Communication
International Journal of Artificial Intelligence and Robotics Research·2024
POTLoc: Pseudo-label Oriented Transformer for point-supervised temporal Action Localization
Computer Vision and Image Understanding·2024· 1 cited
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Frequent Co-authors

Arun Hampapur(9), Takeo Kanade(8), Jeffrey F. Cohn(8), Lisa M. Brown(7), Longlong Jing(6), Chucai Yi(6), Xiaodong Yang(5), Andrew Senior(5), Sharath Pankanti(4), M. Lu(3), Aries Arditi(3), Jonathan H. Connell(3), Chenyang Zhang(2), Yucheng Chen(2), Xiaodong Yang(2), Ruud M. Bolle(2), Shuihua Wang‎(2), Chiao-Fe Shu(2), Xiaodong Yang(2), Mingyi He(1)