Pingyang Dai

Xiamen University — China

Computer Science · Physical Sciences

12h-index1.1kcitations55works3.92yr avg
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Research Topics

Video Surveillance and Tracking Methods(27), Advanced Neural Network Applications(12), Human Pose and Action Recognition(12), Multimodal Machine Learning Applications(10), Gait Recognition and Analysis(8)

Publications55 total

Unleashing MLLMs on the Edge: A Unified Framework for Cross-Modal ReID via Adaptive SVD Distillation
arXiv (Cornell University)·2026Open Access
Unleashing MLLMs on the Edge: A Unified Framework for Cross-Modal ReID via Adaptive SVD Distillation
ArXiv.org·2026Open Access
Knowing Where to Focus: Attention-Guided Alignment for Text-based Person Search
International Journal of Computer Vision·2026
Evolving, Not Training: Zero-Shot Reasoning Segmentation via Evolutionary Prompting
arXiv (Cornell University)·2025Open Access
Evolving, Not Training: Zero-Shot Reasoning Segmentation via Evolutionary Prompting
ArXiv.org·2025Open Access
GPT-ReID: Learning Fine-grained Representation with GPT for Text-based Person Retrieval
2025
FlexiReID: Adaptive Mixture of Expert for Multi-Modal Person Re-Identification
arXiv (Cornell University)·2025Open Access
RIS-LAD: A Benchmark and Model for Referring Low-Altitude Drone Image Segmentation
arXiv (Cornell University)·2025Open Access
CMAN: Compact Modality Alignment Network With Dual Stream Transformer For Visible-Infrared Person Re-identification
2025
More Clear, More Flexible, More Precise: A Comprehensive Oriented Object Detection benchmark for UAV
arXiv (Cornell University)·2025Open Access
Knowing Where to Focus: Attention-Guided Alignment for Text-based Person Search
arXiv (Cornell University)·2024Open Access
RLE: A Unified Perspective of Data Augmentation for Cross-Spectral Re-identification
arXiv (Cornell University)·2024Open Access
CPE COIN++: Towards Optimized Implicit Neural Representation Compression Via Chebyshev Positional Encoding
Lecture notes in computer science·2024
TF-FAS: Twofold-Element Fine-Grained Semantic Guidance for Generalizable Face Anti-spoofing
Lecture notes in computer science·2024· 12 cited
PartFormer: Awakening Latent Diverse Representation from Vision Transformer for Object Re-Identification
arXiv (Cornell University)·2024· 1 citedOpen Access
CycleTrans: Learning Neutral Yet Discriminative Features via Cycle Construction for Visible- Infrared Person Re-Identification
IEEE Transactions on Neural Networks and Learning Systems·2024· 12 cited
Attention Disturbance and Dual-Path Constraint Network for Occluded Person Re-identification
Proceedings of the AAAI Conference on Artificial Intelligence·2024· 18 citedOpen Access
Semi-Supervised Blind Image Quality Assessment through Knowledge Distillation and Incremental Learning
Proceedings of the AAAI Conference on Artificial Intelligence·2024· 13 citedOpen Access
Occluded Person Re-identification via Saliency-Guided Patch Transfer
Proceedings of the AAAI Conference on Artificial Intelligence·2024· 27 citedOpen Access
Feature Denoising Diffusion Model for Blind Image Quality Assessment
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Rongrong Ji(24), Yongjian Wu(12), Liujuan Cao(9), Lei Tan(7), Qiong Wu(6), Peixian Chen(6), Jiaer Xia(6), Lei Tan(5), Yunhang Shen(5), Runze Hu(5), Yi Xie(5), Cuihua Li(5), Xiawu Zheng(4), Yuyu Huang(3), Wenfeng Liu(3), Jianzhuang Liu(3), Qixiang Ye(3), Mingliang Xu(3), Qi Tian(3), Timin Gao(3)