Lingbo Liu

Lingbo Liu

Sun Yat-Sen University

H-index: 17

Asia-China

About Lingbo Liu

Lingbo Liu, With an exceptional h-index of 17 and a recent h-index of 17 (since 2020), a distinguished researcher at Sun Yat-Sen University, specializes in the field of Machine Learning, Computer Vision, Urban Computing.

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

TAU: Trajectory Data Augmentation with Uncertainty for Next POI Recommendation

Visual tuning

DenseLight: Efficient Control for Large-scale Traffic Signals with Dense Feedback

Urban regional function guided traffic flow prediction

Road network guided fine-grained urban traffic flow inference

Transformer-based tropical cyclone track and intensity forecasting

Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event Prediction

Long-term Wind Power Forecasting with Hierarchical Spatial-Temporal Transformer

Lingbo Liu Information

University

Position

___

Citations(all)

1926

Citations(since 2020)

1828

Cited By

523

hIndex(all)

17

hIndex(since 2020)

17

i10Index(all)

22

i10Index(since 2020)

22

Email

University Profile Page

Sun Yat-Sen University

Google Scholar

View Google Scholar Profile

Lingbo Liu Skills & Research Interests

Machine Learning

Computer Vision

Urban Computing

Top articles of Lingbo Liu

Title

Journal

Author(s)

Publication Date

TAU: Trajectory Data Augmentation with Uncertainty for Next POI Recommendation

Proceedings of the AAAI Conference on Artificial Intelligence

Zhuang Zhuang

Tianxin Wei

Lingbo Liu

Heng Qi

Yanming Shen

...

2024/3/24

Visual tuning

ACM Computing Surveys

Bruce XB Yu

Jianlong Chang

Haixin Wang

Lingbo Liu

Shijie Wang

...

2024

DenseLight: Efficient Control for Large-scale Traffic Signals with Dense Feedback

Junfan Lin

Yuying Zhu

Lingbo Liu

Yang Liu

Guanbin Li

...

2023

Urban regional function guided traffic flow prediction

Information Sciences

Kuo Wang

Lingbo Liu

Yang Liu

GuanBin Li

Fan Zhou

...

2023/7/1

Road network guided fine-grained urban traffic flow inference

IEEE Transactions on Neural Networks and Learning Systems

Lingbo Liu

Mengmeng Liu

Guanbin Li

Ziyi Wu

Liang Lin

2023

Transformer-based tropical cyclone track and intensity forecasting

Journal of Wind Engineering and Industrial Aerodynamics

Wenjun Jiang

Dongqin Zhang

Gang Hu

Tiantian Wu

Lingbo Liu

...

2023/7/1

Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event Prediction

Guangyin Jin

Lingbo Liu

Fuxian Li

Jincai Huang

2023

Long-term Wind Power Forecasting with Hierarchical Spatial-Temporal Transformer

IJCAI 2023

Yang Zhang

Lingbo Liu

Xinyu Xiong

Guanbin Li

Guoli Wang

...

2023/5/30

Conditional Prompt Tuning for Multimodal Fusion

arXiv preprint arXiv:2312.03734

Ruixiang Jiang

Lingbo Liu

Changwen Chen

2023/11/28

Being Comes from Not-being: Open-vocabulary Text-to-Motion Generation with Wordless Training

Junfan Lin

Jianlong Chang

Lingbo Liu

Guanbin Li

Liang Lin

...

2023

CLIP-Count: Towards Text-Guided Zero-Shot Object Counting

Ruixiang Jiang

Lingbo Liu

Changwen Chen

2023/5/12

SQLNet: Scale-Modulated Query and Localization Network for Few-Shot Class-Agnostic Counting

arXiv preprint arXiv:2311.10011

Hefeng Wu

Yandong Chen

Lingbo Liu

Tianshui Chen

Keze Wang

...

2023/11/16

DMANet_KF: tropical cyclone intensity estimation based on deep learning and Kalman filter from multi-spectral infrared images

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Wenjun Jiang

Gang Hu

Tiantian Wu

Lingbo Liu

Bubryur Kim

...

2023/5/8

STEERER: Resolving Scale Variations for Counting and Localization via Selective Inheritance Learning

Tao Han

Lei Bai

Lingbo Liu

Wanli Ouyang

2023/8/21

Hybrid-order representation learning for electricity theft detection

IEEE Transactions on Industrial Informatics

Yuying Zhu

Yang Zhang

Lingbo Liu

Yang Liu

Guanbin Li

...

2022/5/31

Prompt-matched semantic segmentation

arXiv preprint arXiv:2208.10159

Lingbo Liu

Jianlong Chang

Bruce XB Yu

Liang Lin

Qi Tian

...

2022/8/22

Scale-Prior Deformable Convolution for Exemplar-Guided Class-Agnostic Counting

Wei Lin

Kunlin Yang

Xinzhu Ma

Junyu Gao

Lingbo Liu

...

2022

Multimodal crowd counting with mutual attention transformers

Zhengtao Wu

Lingbo Liu

Yang Zhang

Mingzhi Mao

Liang Lin

...

2022/7/18

TCGL: Temporal Contrastive Graph for Self-supervised Video Representation Learning

IEEE Transactions on Image Processing

Yang Liu

Keze Wang

Lingbo Liu

Haoyuan Lan

Liang Lin

2022

Structured semantic transfer for multi-label recognition with partial labels

Proceedings of the AAAI conference on artificial intelligence

Tianshui Chen

Tao Pu

Hefeng Wu

Yuan Xie

Liang Lin

2022/3/4

See List of Professors in Lingbo Liu University(Sun Yat-Sen University)

Co-Authors

H-index: 48
Guanbin Li (李冠彬)

Guanbin Li (李冠彬)

Sun Yat-Sen University

H-index: 39
Chenglong Li (李成龙)

Chenglong Li (李成龙)

Anhui University

H-index: 32
Bowen Du

Bowen Du

Beihang University

H-index: 30
Gang HU

Gang HU

Harbin Institute of Technology

H-index: 22
Hefeng Wu

Hefeng Wu

Sun Yat-Sen University

H-index: 21
Keze Wang (王可泽)

Keze Wang (王可泽)

University of California, Los Angeles

academic-engine