Jianfei Yang

Jianfei Yang

Nanyang Technological University

H-index: 32

Asia-Singapore

About Jianfei Yang

Jianfei Yang, With an exceptional h-index of 32 and a recent h-index of 32 (since 2020), a distinguished researcher at Nanyang Technological University, specializes in the field of Machine Learning, Multimodal AI, Wireless AI, Robotic Perception.

His recent articles reflect a diverse array of research interests and contributions to the field:

MaskFi: Unsupervised Learning of WiFi and Vision Representations for Multimodal Human Activity Recognition

PowerSkel: A Device-Free Framework Using CSI Signal for Human Skeleton Estimation in Power Station

Learning Multi-Modal Scale-Aware Attentions for Efficient and Robust Road Segmentation

Diffusion Model is a Good Pose Estimator from 3D RF-Vision

T3DNet: Compressing Point Cloud Models for Lightweight 3D Recognition

SenseFi: A Library and Benchmark on Deep-Learning-Empowered WiFi Human Sensing

Fusion of WiFi and IMU Using Swarm Optimization for Indoor Localization

Multiattribute multitask transformer framework for vision‐based structural health monitoring

Jianfei Yang Information

University

Position

Presidential Postdoctoral Research Fellow

Citations(all)

4320

Citations(since 2020)

4209

Cited By

928

hIndex(all)

32

hIndex(since 2020)

32

i10Index(all)

64

i10Index(since 2020)

63

Email

University Profile Page

Nanyang Technological University

Google Scholar

View Google Scholar Profile

Jianfei Yang Skills & Research Interests

Machine Learning

Multimodal AI

Wireless AI

Robotic Perception

Top articles of Jianfei Yang

Title

Journal

Author(s)

Publication Date

MaskFi: Unsupervised Learning of WiFi and Vision Representations for Multimodal Human Activity Recognition

arXiv preprint arXiv:2402.19258

Jianfei Yang

Shijie Tang

Yuecong Xu

Yunjiao Zhou

Lihua Xie

2024/2/29

PowerSkel: A Device-Free Framework Using CSI Signal for Human Skeleton Estimation in Power Station

IEEE Internet of Things Journal

Cunyi Yin

Xiren Miao

Jing Chen

Hao Jiang

Jianfei Yang

...

2024/2/26

Learning Multi-Modal Scale-Aware Attentions for Efficient and Robust Road Segmentation

Unmanned Systems

Yunjiao Zhou

Jianfei Yang

Haozhi Cao

Zhaoyang Zeng

Han Zou

...

2024/2

Diffusion Model is a Good Pose Estimator from 3D RF-Vision

arXiv preprint arXiv:2403.16198

Junqiao Fan

Jianfei Yang

Yuecong Xu

Lihua Xie

2024/3/24

T3DNet: Compressing Point Cloud Models for Lightweight 3D Recognition

arXiv preprint arXiv:2402.19264

Zhiyuan Yang

Yunjiao Zhou

Lihua Xie

Jianfei Yang

2024/2/29

SenseFi: A Library and Benchmark on Deep-Learning-Empowered WiFi Human Sensing

Patterns

Jianfei Yang

Xinyan Chen

Dazhuo Wang

Han Zou

Chris Xiaoxuan Lu

...

2023/3/10

Fusion of WiFi and IMU Using Swarm Optimization for Indoor Localization

He Huang

Jianfei Yang

Xu Fang

Hao Jiang

Lihua Xie

2023/3/19

Multiattribute multitask transformer framework for vision‐based structural health monitoring

Computer‐Aided Civil and Infrastructure Engineering

Yuqing Gao

Jianfei Yang

Hanjie Qian

Khalid M Mosalam

2023/11

Can We Evaluate Domain Adaptation Models Without Target-Domain Labels?

arXiv preprint arXiv:2305.18712

Jianfei Yang

Hanjie Qian

Yuecong Xu

Wang Kai

Lihua Xie

2023/5/30

Segmentation and analysis of cement particles in cement paste with deep learning

Cement and Concrete Composites

Hanjie Qian

Ye Li

Jianfei Yang

Lihua Xie

Kang Hai Tan

2023/2/1

Multi-Modal Continual Test-Time Adaptation for 3D Semantic Segmentation

Haozhi Cao

Yuecong Xu

Jianfei Yang

Pengyu Yin

Shenghai Yuan

...

2023/3/18

MM-Fi: Multi-Modal Non-Intrusive 4D Human Dataset for Versatile Wireless Sensing

Jianfei Yang

He Huang

Yunjiao Zhou

Xinyan Chen

Yuecong Xu

...

2023/5/12

AdaPose: Towards Cross-Site Device-Free Human Pose Estimation with Commodity WiFi

arXiv preprint arXiv:2309.16964

Yunjiao Zhou

Jianfei Yang

He Huang

Lihua Xie

2023/9/29

Multi-source video domain adaptation with temporal attentive moment alignment network

IEEE Transactions on Circuits and Systems for Video Technology

Yuecong Xu

Jianfei Yang

Haozhi Cao

Keyu Wu

Min Wu

...

2023/1/5

Augmenting and Aligning Snippets for Few-Shot Video Domain Adaptation

Yuecong Xu

Jianfei Yang

Yunjiao Zhou

Zhenghua Chen

Min Wu

...

2023/3/18

Self-supervised video representation learning by video incoherence detection

IEEE Transactions on Cybernetics

Haozhi Cao

Yuecong Xu

Kezhi Mao

Lihua Xie

Jianxiong Yin

...

2023/4/20

Mopa: Multi-modal prior aided domain adaptation for 3d semantic segmentation

arXiv preprint arXiv:2309.11839

Haozhi Cao

Yuecong Xu

Jianfei Yang

Pengyu Yin

Shenghai Yuan

...

2023/9/21

Divide to adapt: Mitigating confirmation bias for domain adaptation of black-box predictors

Jianfei Yang

Xiangyu Peng

Kai Wang

Zheng Zhu

Jiashi Feng

...

2023

Confidence Attention and Generalization Enhanced Distillation for Continuous Video Domain Adaptation

arXiv preprint arXiv:2303.10452

Xiyu Wang

Yuecong Xu

Jianfei Yang

Kezhi Mao

Xiaoli Li

...

2023/3/18

Tent: Connect language models with iot sensors for zero-shot activity recognition

arXiv preprint arXiv:2311.08245

Yunjiao Zhou

Jianfei Yang

Han Zou

Lihua Xie

2023/11/14

See List of Professors in Jianfei Yang University(Nanyang Technological University)

Co-Authors

H-index: 119
Lihua Xie

Lihua Xie

Nanyang Technological University

H-index: 114
Jiashi Feng

Jiashi Feng

National University of Singapore

H-index: 61
Costas Spanos

Costas Spanos

University of California, Berkeley

H-index: 39
Chang-Dong Wang

Chang-Dong Wang

Sun Yat-Sen University

H-index: 18
Chen Wang

Chen Wang

Carnegie Mellon University

H-index: 12
Zhaoyang Zeng

Zhaoyang Zeng

Sun Yat-Sen University

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