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papers

Publications (15)

Wavelet-Based Semantic Features for Hyperspectral Signature Discrimination

Siwei Feng, Yuki Itoh, Mario Parente +1

Semi-Supervised Endmember Identification In Nonlinear Spectral Mixtures Via Semantic Representation

Yuki Itoh, Siwei Feng, Marco F. Duarte +1

Federated Learning for Personalized Humor Recognition

Xu Guo, Han Yu, Boyang Li +5

Vision-and-Language Navigation for UAVs: Progress, Challenges, and a Research Roadmap

Hanxuan Chen, Jie Zheng, Siqi Yang +9

APSeg: Auto-Prompt Model with Acquired and Injected Knowledge for Nuclear Instance Segmentation and Classification

Liying Xu, Hongliang He, Wei Han +3

ConSense: Continually Sensing Human Activity with WiFi via Growing and Picking

Rong Li, Tao Deng, Siwei Feng +2

Polynomial Time Near-Time-Optimal Multi-Robot Path Planning in Three Dimensions with Applications to Large-Scale UAV Coordination

Teng Guo, Siwei Feng, Jingjin Yu

Few-Shot Learning-Based Human Activity Recognition

Siwei Feng, Marco F. Duarte

Multi-Participant Multi-Class Vertical Federated Learning

Siwei Feng, Han Yu

Mobility-Aware Decentralized Federated Learning with Joint Optimization of Local Iteration and Leader Selection for Vehicular Networks

Dongyu Chen, Tao Deng, Juncheng Jia +2

Instance Migration Diffusion for Nuclear Instance Segmentation in Pathology

Lirui Qi, Hongliang He, Tong Wang +2

Autoencoder Based Sample Selection for Self-Taught Learning

Siwei Feng, Han Yu, Marco F. Duarte

OmniSelect: Dynamic Modality-Aware Token Compression for Efficient Omni-modal Large Language Models

Morunliu Yang, Ruotao Xu, Le Li +6

Graph Autoencoder-Based Unsupervised Feature Selection with Broad and Local Data Structure Preservation

Siwei Feng, Marco F. Duarte

WECAR: An End-Edge Collaborative Inference and Training Framework for WiFi-Based Continuous Human Activity Recognition

Rong Li, Tao Deng, Siwei Feng +4