杨露｜云南大学｜学者主页

2026

CUE: Concept-Aware Multi-Label Expansion to Mitigate Concept Confusion in Long-Tailed Learning

Ruichi Zhang, Chikai Shang, Jiacheng Yang, Mengke Li, Yang Zhou, Junlong Gao, Yang Lu

arXiv preprint

2026

Fine-Tuning Impairs the Balancedness of Foundation Models in Long-tailed Personalized Federated Learning

Shihao Hou, Chikai Shang, Zhiheng Yang, Jiacheng Yang, Xinyi Shang, Junlong Gao, Yiqun Zhang, Yang Lu

arXiv preprint

2026

Two-Stage Heterogeneous Graph Neural Network for RIS-Aided Physical-Layer Security

Zihan Song, Yang Lu, Wei Chen, Bo Ai, Zhiguo Ding, Arumugam Nallanathan

arXiv preprint

2026

SECOS: Semantic Capture for Rigorous Classification in Open-World Semi-Supervised Learning

Hezhao Liu, Jiacheng Yang, Junlong Gao, Mengke Li, Yiqun Zhang, Shreyank N Gowda, Yang Lu

arXiv preprint

2026

Structure-Detail Decoupled Autoregressive Generation for Fast and High-Fidelity Virtual Try-On

Lu Yang, Xiaonan Hu, Yanan Li, Daqi Liu, Hao Lu, Xiang Bai

arXiv preprint

2026

Decision Boundary-aware Generation for Long-tailed Learning

Jiacheng Yang, Ruichi Zhang, Chikai Shang, Mengke Li, Xinyi Shang, Junlong Gao, Yonggang Zhang, Yang Lu

arXiv preprint

2026

Stitch the Fragments: One-Shot Hierarchical Federated Clustering

Shenghong Cai, Zihua Yang, Yang Lu, Mengke Li, Yuzhu Ji, Yiqun Zhang, Yiu-Ming Cheung

arXiv preprint

2026

Learning Unbiased Cluster Descriptors for Interpretable Imbalanced Concept Drift Detection

Yiqun Zhang, Zhanpei Huang, Mingjie Zhao, Chuyao Zhang, Yang Lu, Yuzhu Ji, Fangqing Gu, An Zeng

arXiv preprint

DOI

2026

Fourier Series Coder: A Novel Perspective on Angle Boundary Discontinuity Problem for Oriented Object Detection

Minghong Wei, Pu Cao, Zhihao Chen, Zhiyuan Zang, Lu Yang, Qing Song

arXiv preprint

2026

A Tilted Seesaw: Revisiting Autoencoder Trade-off for Controllable Diffusion

Pu Cao, Yiyang Ma, Feng Zhou, Xuedan Yin, Qing Song, Lu Yang

arXiv preprint

2026

Lost in the Tail: Addressing Geographic Imbalance in Urban Visual Place Recognition

Zhiyao Shu, Jiacheng Yang, Yang Lu, Waishan Qiu, Chuan Li, Da Chen

arXiv preprint

2026

Simultaneous Arrival Control for Distributed Multi-Robot Systems with Curvature and Constant-Speed Constraints

Zhouru Xiao, Yang Lu, Weijia Yao, Min Liu, Yaonan Wang

arXiv preprint

2026

Decoupling Physical Speed from Path Parameterization in Singularity-Free Guiding Vector Fields

Zhouru Xiao, Sha Luo, Yang Lu, Mingliang Xiao, Weijia Yao, Bohuan Lin, Xianzhe Cheng, Yaonan Wang

arXiv preprint

2025

Versatile Distributed Maneuvering with Generalized Formations using Guiding Vector Fields

Yang Lu, Sha Luo, Pengming Zhu, Weijia Yao, Hector Garcia de Marina, Xinglong Zhang, Xin Xu

arXiv preprint

2025

CAPT: Class-Aware Prompt Tuning for Federated Long-Tailed Learning with Vision-Language Model

Shihao Hou, Xinyi Shang, Shreyank N Gowda, Yang Lu, Chao Wu, Yan Yan, Hanzi Wang

arXiv preprint

2025

FATE: A Prompt-Tuning-Based Semi-Supervised Learning Framework for Extremely Limited Labeled Data

Hezhao Liu, Yang Lu, Mengke Li, Yiqun Zhang, Shreyank N Gowda, Chen Gong, Hanzi Wang

arXiv preprint

2025

Graph Neural Network Enabled Fluid Antenna Systems: A Two-Stage Approach

Changpeng He, Yang Lu, Wei Chen, Bo Ai, Kai-Kit Wong, Dusit Niyato

arXiv preprint

2025

Agentic Graph Neural Networks for Wireless Communications and Networking Towards Edge General Intelligence: A Survey

Yang Lu, Shengli Zhang, Chang Liu, Ruichen Zhang, Bo Ai, Dusit Niyato, Wei Ni, Xianbin Wang, Abbas Jamalipour

arXiv preprint

2025

DPSformer: A long-tail-aware model for improving heavy rainfall prediction

Zenghui Huang, Ting Shu, Zhonglei Wang, Yang Lu, Yan Yan, Wei Zhong, Hanzi Wang

arXiv preprint

2025

FitControler: Toward Fit-Aware Virtual Try-On

Lu Yang, Yicheng Liu, Letian Zhou, Yanan Li, Xiang Bai, Hao Lu

arXiv preprint

2025

Dual-Waveguide Pinching Antennas for PLS: Parallel Placement or Orthogonal Placement?

Yang Lu, Xinke Xie, Yanqing Xu, Bo Ai, Octavia A. Dobre, Arumugam Nallanathan

arXiv preprint

2025

NOMANet: A Graph Neural Network Enabled Power Allocation Scheme for NOMA

Yipu Hou, Yang Lu, Wei Chen, Bo Ai, Dusit Niyato, Zhiguo Ding

arXiv preprint

2025

ICGNN: Graph Neural Network Enabled Scalable Beamforming for MISO Interference Channels

Changpeng He, Yang Lu, Bo Ai, Octavia A. Dobre, Zhiguo Ding, Dusit Niyato

arXiv preprint

2025

SWIPTNet: A Unified Deep Learning Framework for SWIPT based on GNN and Transfer Learning

Hong Han, Yang Lu, Zihan Song, Ruichen Zhang, Wei Chen, Bo Ai, Dusit Niyato, Dong In Kim

arXiv preprint

2025

Graph Neural Network Enabled Pinching Antennas

Xinke Xie, Yang Lu, Zhiguo Ding

arXiv preprint

2025

Classifying Long-tailed and Label-noise Data via Disentangling and Unlearning

Chen Shu, Mengke Li, Yiqun Zhang, Yang Lu, Bo Han, Yiu-ming Cheung, Hanzi Wang

arXiv preprint

2025

Mind the Gap: Confidence Discrepancy Can Guide Federated Semi-Supervised Learning Across Pseudo-Mismatch

Yijie Liu, Xinyi Shang, Yiqun Zhang, Yang Lu, Chen Gong, Jing-Hao Xue, Hanzi Wang

arXiv preprint

2025

WMAS: A Multi-Agent System Towards Intelligent and Customized Wireless Networks

Jingchen Peng, Dingli Yuan, Boxiang Ren, Jie Fan, Hao Wu, Lu Yang

arXiv preprint

2025

You Are Your Own Best Teacher: Achieving Centralized-level Performance in Federated Learning under Heterogeneous and Long-tailed Data

Shanshan Yan, Zexi Li, Chao Wu, Meng Pang, Yang Lu, Yan Yan, Hanzi Wang

arXiv preprint

2025

PRO-VPT: Distribution-Adaptive Visual Prompt Tuning via Prompt Relocation

Chikai Shang, Mengke Li, Yiqun Zhang, Zhen Chen, Jinlin Wu, Fangqing Gu, Yang Lu, Yiu-ming Cheung

arXiv preprint

2025

Break the Tie: Learning Cluster-Customized Category Relationships for Categorical Data Clustering

Mingjie Zhao, Zhanpei Huang, Yang Lu, Mengke Li, Yiqun Zhang, Weifeng Su, Yiu-ming Cheung

arXiv preprint

2025

Multi-Waveguide Pinching Antennas for ISAC

Weihao Mao, Yang Lu, Yanqing Xu, Bo Ai, Octavia A. Dobre, Dusit Niyato

arXiv preprint

2025

PI-H2T: Enhancing Long-Tailed Visual Recognition with Permutation-Invariant and Head-to-Tail Feature Fusion

Mengke Li, Zhikai Hu, Yang Lu, Weichao Lan, Yiu-ming Cheung, Hui Huang

arXiv preprint

2025

Augmentation Matters: A Mix-Paste Method for X-Ray Prohibited Item Detection under Noisy Annotations

Ruikang Chen, Yan Yan, Jing-Hao Xue, Yang Lu, Hanzi Wang

arXiv preprint

DOI

2025

Covert Communications in MEC-Based Networked ISAC Systems Towards Low-Altitude Economy

Weihao Mao, Yang Lu, Bo Ai, Tony Q. S. Quek

arXiv preprint

2025

Pinching-Antenna System Design under Random LoS and NLoS Channels

Yanqing Xu, Yang Lu, Zhiguo Ding, Tsung-Hui Chang

arXiv preprint

2024

Robustness and Security Enhancement of Radio Frequency Fingerprint Identification in Time-Varying Channels

Lu Yang, Seyit Camtepe, Yansong Gao, Vicky Liu, Dhammika Jayalath

arXiv preprint

2024

Graph Neural Networks for Wireless Networks: Graph Representation, Architecture and Evaluation

Yang Lu, Yuhang Li, Ruichen Zhang, Wei Chen, Bo Ai, Dusit Niyato

arXiv preprint

2024

Vector Field-Guided Learning Predictive Control for Motion Planning of Mobile Robots with Uncertain Dynamics

Yang Lu, Weijia Yao, Yongqian Xiao, Xinglong Zhang, Xin Xu, Yaonan Wang, Dingbang Xiao

arXiv preprint

2024

KANsformer for Scalable Beamforming

Xinke Xie, Yang Lu, Chong-Yung Chi, Wei Chen, Bo Ai, Dusit Niyato

arXiv preprint

2024

Personalized Federated Learning on Heterogeneous and Long-Tailed Data via Expert Collaborative Learning

Fengling Lv, Xinyi Shang, Yang Zhou, Yiqun Zhang, Mengke Li, Yang Lu

arXiv preprint

2024

AI-Empowered RIS-Assisted Networks: CV-Enabled RIS Selection and DNN-Enabled Transmission

Conggang Hu, Yang Lu, Hongyang Du, Mi Yang, Bo Ai, Dusit Niyato

arXiv preprint

2024

Transitive Vision-Language Prompt Learning for Domain Generalization

Liyuan Wang, Yan Jin, Zhen Chen, Jinlin Wu, Mengke Li, Yang Lu, Hanzi Wang

arXiv preprint

2024

Model-Based GNN Enabled Energy-Efficient Beamforming for Ultra-Dense Wireless Networks

Rongsheng Zhang, Yang Lu, Wei Chen, Bo Ai, Zhiguo Ding

arXiv preprint

2024

GNN-Enabled Optimization of Placement and Transmission Design for UAV Communications

Qinyu Wang, Yang Lu, Wei Chen, Bo Ai, Zhangdui Zhong, Dusit Niyato

arXiv preprint

2024

Dynamically Anchored Prompting for Task-Imbalanced Continual Learning

Chenxing Hong, Yan Jin, Zhiqi Kang, Yizhou Chen, Mengke Li, Yang Lu, Hanzi Wang

arXiv preprint

2024

QML-IB: Quantized Collaborative Intelligence between Multiple Devices and the Mobile Network

Jingchen Peng, Boxiang Ren, Lu Yang, Chenghui Peng, Panpan Niu, Hao Wu

arXiv preprint

2024

Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition

Mengke Li, Ye Liu, Yang Lu, Yiqun Zhang, Yiu-ming Cheung, Hui Huang

arXiv preprint

2024

HyReaL: Clustering Attributed Graph via Hyper-Complex Space Representation Learning

Junyang Chen, Yang Lu, Mengke Li, Cuie Yang, Yiqun Zhang, Yiu-ming Cheung

arXiv preprint

2023

Deep Learning Technique for Human Parsing: A Survey and Outlook

Lu Yang, Wenhe Jia, Shan Li, Qing Song

arXiv preprint

DOI

2023

Learning-based Near-optimal Motion Planning for Intelligent Vehicles with Uncertain Dynamics

Yang Lu, Xinglong Zhang, Xin Xu, Weijia Yao

arXiv preprint

2023

Federated Semi-Supervised Learning with Annotation Heterogeneity

Xinyi Shang, Gang Huang, Yang Lu, Jian Lou, Bo Han, Yiu-ming Cheung, Hanzi Wang

arXiv preprint

2023

Federated Learning with Extremely Noisy Clients via Negative Distillation

Yang Lu, Lin Chen, Yonggang Zhang, Yiliang Zhang, Bo Han, Yiu-ming Cheung, Hanzi Wang

arXiv preprint

2023

Personalized Federated Learning on Long-Tailed Data via Adversarial Feature Augmentation

Yang Lu, Pinxin Qian, Gang Huang, Hanzi Wang

arXiv preprint

2023

Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation

Yan Jin, Mengke Li, Yang Lu, Yiu-ming Cheung, Hanzi Wang

arXiv preprint

2023

On the Use of Power Amplifier Nonlinearity Quotient to Improve Radio Frequency Fingerprint Identification in Time-Varying Channels

Lu Yang, Seyit Camtepe, Yansong Gao, Vicky Liu, Dhammika Jayalath

arXiv preprint

DOI

2023

What Decreases Editing Capability? Domain-Specific Hybrid Refinement for Improved GAN Inversion

Pu Cao, Lu Yang, Dongxv Liu, Xiaoya Yang, Tianrui Huang, Qing Song

arXiv preprint

2023

PARFormer: Transformer-based Multi-Task Network for Pedestrian Attribute Recognition

Xinwen Fan, Yukang Zhang, Yang Lu, Hanzi Wang

arXiv preprint

2023

Survey on Controlable Image Synthesis with Deep Learning

Shixiong Zhang, Jiao Li, Lu Yang

arXiv preprint

2023

Energy Consumption Minimization in Secure Multi-antenna UAV-assisted MEC Networks with Channel Uncertainty

Weihao Mao, Ke Xiong, Yang Lu, Pingyi Fan, Zhiguo Ding

arXiv preprint

2023

Image is All You Need to Empower Large-scale Diffusion Models for In-Domain Generation

Pu Cao, Feng Zhou, Lu Yang, Tianrui Huang, Qing Song

arXiv preprint

2023

FediOS: Decoupling Orthogonal Subspaces for Personalization in Feature-skew Federated Learning

Lingzhi Gao, Zexi Li, Yang Lu, Chao Wu

arXiv preprint

2022

Multi-Domain Joint Training for Person Re-Identification

Lu Yang, Lingqiao Liu, Yunlong Wang, Peng Wang, Yanning Zhang

arXiv preprint

2022

The Moment Passing Method for Wireless Channel Capacity Estimation

Han Hao, Dandan Jiang, Lu Yang, Hao Wu, Bo Bai

arXiv preprint

2022

TOSE: A Fast Capacity Estimation Algorithm Based on Spike Approximations

Dandan Jiang, Han Hao, Lu Yang, Rui Wang

arXiv preprint

2022

Federated Learning on Heterogeneous and Long-Tailed Data via Classifier Re-Training with Federated Features

Xinyi Shang, Yang Lu, Gang Huang, Hanzi Wang

arXiv preprint

2022

Label-Noise Learning with Intrinsically Long-Tailed Data

Yang Lu, Yiliang Zhang, Bo Han, Yiu-ming Cheung, Hanzi Wang

arXiv preprint

2022

FEDIC: Federated Learning on Non-IID and Long-Tailed Data via Calibrated Distillation

Xinyi Shang, Yang Lu, Yiu-ming Cheung, Hanzi Wang

arXiv preprint

2022

A Survey on Long-Tailed Visual Recognition

Lu Yang, He Jiang, Qing Song, Jun Guo

arXiv preprint

DOI

2022

TOSE: A Fast Capacity Determination Algorithm Based on Random Matrix Theory

Dandan Jiang, Han Hao, Lu Yang, Xiang Chen, Wei Han, Bo Bai

arXiv preprint

2022

CGN: A Capacity-Guaranteed Network Architecture for Future Ultra-Dense Wireless Systems

Chaowen Deng, Lu Yang, Hao Wu, Dmitry Zaporozhets, Miaomiao Dong, Bo Bai

arXiv preprint

2022

TIVE: A Toolbox for Identifying Video Instance Segmentation Errors

Wenhe Jia, Lu Yang, Zilong Jia, Wenyi Zhao, Yilin Zhou, Qing Song

arXiv preprint

2022

Fast Successive-Cancellation Decoding of Polar Codes with Sequence Nodes

Yang Lu, Ming-Min Zhao, Ming Lei, Min-Jian Zhao

arXiv preprint

2021

Quality-Aware Network for Human Parsing

Lu Yang, Qing Song, Zhihui Wang, Zhiwei Liu, Songcen Xu, Zhihao Li

arXiv preprint

2021

Pluggable Weakly-Supervised Cross-View Learning for Accurate Vehicle Re-Identification

Lu Yang, Hongbang Liu, Jinghao Zhou, Lingqiao Liu, Lei Zhang, Peng Wang, Yanning Zhang

arXiv preprint

2021

Center Prediction Loss for Re-identification

Lu Yang, Yunlong Wang, Lingqiao Liu, Peng Wang, Lu Chi, Zehuan Yuan, Changhu Wang, Yanning Zhang

arXiv preprint

2021

What Should Future Wireless Network Architectures Be?

Lu Yang, Ping Li, Miaomiao Dong, Bo Bai, Dmitry Zaporozhets, Xiang Chen, Wei Han, Baochun Li

arXiv preprint

2021

Multi-initialization Optimization Network for Accurate 3D Human Pose and Shape Estimation

Zhiwei Liu, Xiangyu Zhu, Lu Yang, Xiang Yan, Ming Tang, Zhen Lei, Guibo Zhu, Xuetao Feng, Yan Wang, Jinqiao Wang

arXiv preprint

2021

Quality-Aware Network for Face Parsing

Lu Yang, Qing Song, Xueshi Xin, Wenhe Jia, Zhiwei Liu

arXiv preprint

2020

Renovating Parsing R-CNN for Accurate Multiple Human Parsing

Lu Yang, Qing Song, Zhihui Wang, Mengjie Hu, Chun Liu, Xueshi Xin, Wenhe Jia, Songcen Xu

arXiv preprint

2020

Efficient Scene Text Detection with Textual Attention Tower

Liang Zhang, Yufei Liu, Hang Xiao, Lu Yang, Guangming Zhu, Syed Afaq Shah, Mohammed Bennamoun, Peiyi Shen

arXiv preprint

2020

CPM R-CNN: Calibrating Point-guided Misalignment in Object Detection

Bin Zhu, Qing Song, Lu Yang, Zhihui Wang, Chun Liu, Mengjie Hu

arXiv preprint

2019

A Channel Perceiving Attack on Long-Range Key Generation and Its Countermeasure

Lu Yang, Yansong Gao, Junqing Zhang, Seyit Camtepe, Dhammika Jayalath

arXiv preprint

DOI

2019

A Holistic Representation Guided Attention Network for Scene Text Recognition

Lu Yang, Fan Dang, Peng Wang, Hui Li, Zhen Li, Yanning Zhang

arXiv preprint

2019

Multi-Scale Dual-Branch Fully Convolutional Network for Hand Parsing

Yang Lu, Xiaohui Liang, Frederick W. B. Li

arXiv preprint

2019

Optimal Online Transmission Policy in Wireless Powered Networks with Urgency-aware Age of Information

Yang Lu, Ke Xiong, Pingyi Fan, Zhangdui Zhong, Khaled Ben Letaief

arXiv preprint

2018

Parsing R-CNN for Instance-Level Human Analysis

Lu Yang, Qing Song, Zhihui Wang, Ming Jiang

arXiv preprint

2016

Remote Antenna Unit Selection Assisted Seamless Handover for High-Speed Railway Communications with Distributed Antennas

Yang Lu, Ke Xiong, Zhuyan Zhao, Pingyi Fan, Zhangdui Zhong

arXiv preprint

DOI

2015

Energy Efficiency with Proportional Rate Fairness in Multi-Relay OFDM Networks

Ke Xiong, Pingyi Fan, Yang Lu, Khaled Ben Letaief

arXiv preprint

2012

On Achievable Degrees of Freedom for MIMO X Channels

Lu Yang, Wei Zhang

arXiv preprint

精选作品

期刊论文

Learning unified distance metric for heterogeneous attribute data clustering

基于群偏好与用户偏好协同演化的群推荐方法

预印本

CUE: Concept-Aware Multi-Label Expansion to Mitigate Concept Confusion in Long-Tailed Learning

Fine-Tuning Impairs the Balancedness of Foundation Models in Long-tailed Personalized Federated Learning

Two-Stage Heterogeneous Graph Neural Network for RIS-Aided Physical-Layer Security

SECOS: Semantic Capture for Rigorous Classification in Open-World Semi-Supervised Learning

Structure-Detail Decoupled Autoregressive Generation for Fast and High-Fidelity Virtual Try-On

Decision Boundary-aware Generation for Long-tailed Learning

Stitch the Fragments: One-Shot Hierarchical Federated Clustering

Learning Unbiased Cluster Descriptors for Interpretable Imbalanced Concept Drift Detection

Fourier Series Coder: A Novel Perspective on Angle Boundary Discontinuity Problem for Oriented Object Detection

A Tilted Seesaw: Revisiting Autoencoder Trade-off for Controllable Diffusion

Lost in the Tail: Addressing Geographic Imbalance in Urban Visual Place Recognition

Simultaneous Arrival Control for Distributed Multi-Robot Systems with Curvature and Constant-Speed Constraints

Decoupling Physical Speed from Path Parameterization in Singularity-Free Guiding Vector Fields

Versatile Distributed Maneuvering with Generalized Formations using Guiding Vector Fields

CAPT: Class-Aware Prompt Tuning for Federated Long-Tailed Learning with Vision-Language Model

FATE: A Prompt-Tuning-Based Semi-Supervised Learning Framework for Extremely Limited Labeled Data

Graph Neural Network Enabled Fluid Antenna Systems: A Two-Stage Approach

Agentic Graph Neural Networks for Wireless Communications and Networking Towards Edge General Intelligence: A Survey

DPSformer: A long-tail-aware model for improving heavy rainfall prediction

FitControler: Toward Fit-Aware Virtual Try-On

Dual-Waveguide Pinching Antennas for PLS: Parallel Placement or Orthogonal Placement?

NOMANet: A Graph Neural Network Enabled Power Allocation Scheme for NOMA

ICGNN: Graph Neural Network Enabled Scalable Beamforming for MISO Interference Channels

SWIPTNet: A Unified Deep Learning Framework for SWIPT based on GNN and Transfer Learning

Graph Neural Network Enabled Pinching Antennas

Classifying Long-tailed and Label-noise Data via Disentangling and Unlearning

Mind the Gap: Confidence Discrepancy Can Guide Federated Semi-Supervised Learning Across Pseudo-Mismatch

WMAS: A Multi-Agent System Towards Intelligent and Customized Wireless Networks

You Are Your Own Best Teacher: Achieving Centralized-level Performance in Federated Learning under Heterogeneous and Long-tailed Data

PRO-VPT: Distribution-Adaptive Visual Prompt Tuning via Prompt Relocation

Break the Tie: Learning Cluster-Customized Category Relationships for Categorical Data Clustering

Multi-Waveguide Pinching Antennas for ISAC

PI-H2T: Enhancing Long-Tailed Visual Recognition with Permutation-Invariant and Head-to-Tail Feature Fusion

Augmentation Matters: A Mix-Paste Method for X-Ray Prohibited Item Detection under Noisy Annotations

Covert Communications in MEC-Based Networked ISAC Systems Towards Low-Altitude Economy

Pinching-Antenna System Design under Random LoS and NLoS Channels

Robustness and Security Enhancement of Radio Frequency Fingerprint Identification in Time-Varying Channels

Graph Neural Networks for Wireless Networks: Graph Representation, Architecture and Evaluation

Vector Field-Guided Learning Predictive Control for Motion Planning of Mobile Robots with Uncertain Dynamics

KANsformer for Scalable Beamforming

Personalized Federated Learning on Heterogeneous and Long-Tailed Data via Expert Collaborative Learning

AI-Empowered RIS-Assisted Networks: CV-Enabled RIS Selection and DNN-Enabled Transmission

Transitive Vision-Language Prompt Learning for Domain Generalization

Model-Based GNN Enabled Energy-Efficient Beamforming for Ultra-Dense Wireless Networks

GNN-Enabled Optimization of Placement and Transmission Design for UAV Communications

Dynamically Anchored Prompting for Task-Imbalanced Continual Learning

QML-IB: Quantized Collaborative Intelligence between Multiple Devices and the Mobile Network

Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition

HyReaL: Clustering Attributed Graph via Hyper-Complex Space Representation Learning

Deep Learning Technique for Human Parsing: A Survey and Outlook

Learning-based Near-optimal Motion Planning for Intelligent Vehicles with Uncertain Dynamics

Federated Semi-Supervised Learning with Annotation Heterogeneity

Federated Learning with Extremely Noisy Clients via Negative Distillation

Personalized Federated Learning on Long-Tailed Data via Adversarial Feature Augmentation

Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation

On the Use of Power Amplifier Nonlinearity Quotient to Improve Radio Frequency Fingerprint Identification in Time-Varying Channels

What Decreases Editing Capability? Domain-Specific Hybrid Refinement for Improved GAN Inversion

PARFormer: Transformer-based Multi-Task Network for Pedestrian Attribute Recognition

Survey on Controlable Image Synthesis with Deep Learning

Energy Consumption Minimization in Secure Multi-antenna UAV-assisted MEC Networks with Channel Uncertainty

Image is All You Need to Empower Large-scale Diffusion Models for In-Domain Generation

FediOS: Decoupling Orthogonal Subspaces for Personalization in Feature-skew Federated Learning

Multi-Domain Joint Training for Person Re-Identification

The Moment Passing Method for Wireless Channel Capacity Estimation

TOSE: A Fast Capacity Estimation Algorithm Based on Spike Approximations

Federated Learning on Heterogeneous and Long-Tailed Data via Classifier Re-Training with Federated Features

Label-Noise Learning with Intrinsically Long-Tailed Data

FEDIC: Federated Learning on Non-IID and Long-Tailed Data via Calibrated Distillation

A Survey on Long-Tailed Visual Recognition

TOSE: A Fast Capacity Determination Algorithm Based on Random Matrix Theory

CGN: A Capacity-Guaranteed Network Architecture for Future Ultra-Dense Wireless Systems

TIVE: A Toolbox for Identifying Video Instance Segmentation Errors

Fast Successive-Cancellation Decoding of Polar Codes with Sequence Nodes

Quality-Aware Network for Human Parsing

Pluggable Weakly-Supervised Cross-View Learning for Accurate Vehicle Re-Identification