Lingbo Liu

According to our database, Lingbo Liu authored at least 78 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Heterogeneous Semantic Transfer for Multi-label Recognition with Partial Labels.

Tianshui Chen, Tao Pu, Lingbo Liu, Yukai Shi, Zhijing Yang, Liang Lin

Int. J. Comput. Vis., December, 2024

Visual Tuning.

Bruce X. B. Yu, Jianlong Chang, Haixin Wang, Lingbo Liu, Shijie Wang, Zhiyu Wang, Junfan Lin, Lingxi Xie, Haojie Li, Zhouchen Lin, Qi Tian, Chang Wen Chen

ACM Comput. Surv., December, 2024

Geospatial Analytics Extension for KNIME.

Lingbo Liu, Xiaokang Fu, Tobias Kötter, Kevin Sturm, Carsten Haubold, Weihe Wendy Guan, Shuming Bao, Fahui Wang

SoftwareX, February, 2024

Analysis of Spatiotemporal Characteristics and Influencing Factors of Electric Vehicle Charging Based on Multisource Data.

Chenxi Liu, Zhenghong Peng, Lingbo Liu, Hao Wu

ISPRS Int. J. Geo Inf., January, 2024

Global Public Sentiment on Decentralized Finance: A Spatiotemporal Analysis of Geo-tagged Tweets from 150 Countries.

Yuqi Chen, Yifan Li, Kyrie Zhixuan Zhou, Xiaokang Fu, Lingbo Liu, Shuming Bao, Daniel Sui, Luyao Zhang

CoRR, 2024

MoPE: Parameter-Efficient and Scalable Multimodal Fusion via Mixture of Prompt Experts.

Ruixiang Jiang, Lingbo Liu, Changwen Chen

CoRR, 2024

Mapping the landscape and roadmap of geospatial artificial intelligence (GeoAI) in quantitative human geography: An extensive systematic review.

Siqin Wang, Xiao Huang, Pengyuan Liu, Mengxi Zhang, Filip Biljecki, Tao Hu, Xiaokang Fu, Lingbo Liu, Xintao Liu, Ruomei Wang, Yuanyuan Huang, Jingjing Yan, Jinghan Jiang, Michaelmary Chukwu, Seyed Reza Naghedi, Moein Hemmati, Yaxiong Shao, Nan Jia, Zhiyang Xiao, Tian Tian, Yaxin Hu, Lixiaona Yu, Winston Yap, Edgardo Macatulad, Zhuo Chen, Yunhe Cui, Koichi Ito, Mengbi Ye, Zicheng Fan, Binyu Lei, Shuming Bao

Int. J. Appl. Earth Obs. Geoinformation, 2024

Elevating the RRE Framework for Geospatial Analysis with Visual Programming Platforms: An Exploration with Geospatial Analytics Extension for KNIME.

Lingbo Liu, Fahui Wang, Xiaokang Fu, Tobias Kötter, Kevin Sturm, Weihe Wendy Guan, Shuming Bao

Int. J. Appl. Earth Obs. Geoinformation, 2024

An ensemble framework for explainable geospatial machine learning models.

Lingbo Liu

Int. J. Appl. Earth Obs. Geoinformation, 2024

Domain-Agnostic Crowd Counting via Uncertainty-Guided Style Diversity Augmentation.

Guanchen Ding, Lingbo Liu, Zhenzhong Chen, Changwen Chen

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

TAU: Trajectory Data Augmentation with Uncertainty for Next POI Recommendation.

Zhuang Zhuang, Tianxin Wei, Lingbo Liu, Heng Qi, Yanming Shen, Baocai Yin

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Spatial and Temporal Evolution of the Characteristics of Spatially Aggregated Elements in an Urban Area: A Case Study of Wuhan, China.

Zhihao Sun, Dezhi Kang, Hongzan Jiao, Ya Yang, Wei Xue, Hao Wu, Lingbo Liu, Yuwei Su, Zhenghong Peng

ISPRS Int. J. Geo Inf., October, 2023

Aerial Images Meet Crowdsourced Trajectories: A New Approach to Robust Road Extraction.

Lingbo Liu, Zewei Yang, Guanbin Li, Kuo Wang, Tianshui Chen, Liang Lin

IEEE Trans. Neural Networks Learn. Syst., July, 2023

Urban regional function guided traffic flow prediction.

Kuo Wang, Lingbo Liu, Yang Liu, Guanbin Li, Fan Zhou, Liang Lin

Inf. Sci., July, 2023

Online Metro Origin-Destination Prediction via Heterogeneous Information Aggregation.

Lingbo Liu, Yuying Zhu, Guanbin Li, Ziyi Wu, Lei Bai, Liang Lin

IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Measuring Urban Poverty Spatial by Remote Sensing and Social Sensing Data: A Fine-Scale Empirical Study from Zhengzhou.

Kun Wang, Lijun Zhang, Meng Cai, Lingbo Liu, Hao Wu, Zhenghong Peng

Remote. Sens., January, 2023

Hybrid-Order Representation Learning for Electricity Theft Detection.

Yuying Zhu, Yang Zhang, Lingbo Liu, Yang Liu, Guanbin Li, Mingzhi Mao, Liang Lin

IEEE Trans. Ind. Informatics, 2023

DMANet_KF: Tropical Cyclone Intensity Estimation Based on Deep Learning and Kalman Filter From Multispectral Infrared Images.

Wenjun Jiang, Gang Hu, Tiantian Wu, Lingbo Liu, Bubryur Kim, Yiqing Xiao, Zhongdong Duan

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Conditional Prompt Tuning for Multimodal Fusion.

Ruixiang Jiang, Lingbo Liu, Changwen Chen

CoRR, 2023

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

Hefeng Wu, Yandong Chen, Lingbo Liu, Tianshui Chen, Keze Wang, Liang Lin

CoRR, 2023

Urban Regional Function Guided Traffic Flow Prediction.

Kuo Wang, Lingbo Liu, Yang Liu, Guanbin Li, Fan Zhou, Liang Lin

CoRR, 2023

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

Ruixiang Jiang, Lingbo Liu, Changwen Chen

Proceedings of the 31st ACM International Conference on Multimedia, 2023

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

Yang Zhang, Lingbo Liu, Xinyu Xiong, Guanbin Li, Guoli Wang, Liang Lin

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

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

Junfan Lin, Yuying Zhu, Lingbo Liu, Yang Liu, Guanbin Li, Liang Lin

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

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

Tao Han, Lei Bai, Lingbo Liu, Wanli Ouyang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Being Comes from Not-Being: Open-Vocabulary Text-to-Motion Generation with Wordless Training.

Junfan Lin, Jianlong Chang, Lingbo Liu, Guanbin Li, Liang Lin, Qi Tian, Chang Wen Chen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

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

Guangyin Jin, Lingbo Liu, Fuxian Li, Jincai Huang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Physical-Virtual Collaboration Modeling for Intra- and Inter-Station Metro Ridership Prediction.

Lingbo Liu, Jingwen Chen, Hefeng Wu, Jiajie Zhen, Guanbin Li, Liang Lin

IEEE Trans. Intell. Transp. Syst., 2022

TCGL: Temporal Contrastive Graph for Self-Supervised Video Representation Learning.

Yang Liu, Keze Wang, Lingbo Liu, Haoyuan Lan, Liang Lin

IEEE Trans. Image Process., 2022

Video Crowd Localization With Multifocus Gaussian Neighborhood Attention and a Large-Scale Benchmark.

Haopeng Li, Lingbo Liu, Kunlin Yang, Shinan Liu, Junyu Gao, Bin Zhao, Rui Zhang, Jun Hou

IEEE Trans. Image Process., 2022

Cross-Domain Facial Expression Recognition: A Unified Evaluation Benchmark and Adversarial Graph Learning.

Tianshui Chen, Tao Pu, Hefeng Wu, Yuan Xie, Lingbo Liu, Liang Lin

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Unconstrained face sketch synthesis via perception-adaptive network and a new benchmark.

Lin Nie, Lingbo Liu, Zhengtao Wu, Wenxiong Kang

Neurocomputing, 2022

Multiscale Effects of Multimodal Public Facilities Accessibility on Housing Prices Based on MGWR: A Case Study of Wuhan, China.

Lingbo Liu, Hanchen Yu, Jie Zhao, Hao Wu, Zhenghong Peng, Ru Wang

ISPRS Int. J. Geo Inf., 2022

Assessing Reliability of Chinese Geotagged Social Media Data for Spatiotemporal Representation of Human Mobility.

Lingbo Liu, Ru Wang, Weihe Wendy Guan, Shuming Bao, Hanchen Yu, Xiaokang Fu, Hongqiang Liu

ISPRS Int. J. Geo Inf., 2022

OhMG: Zero-shot Open-vocabulary Human Motion Generation.

Junfan Lin, Jianlong Chang, Lingbo Liu, Guanbin Li, Liang Lin, Qi Tian, Chang Wen Chen

CoRR, 2022

Towards a Unified View on Visual Parameter-Efficient Transfer Learning.

Bruce X. B. Yu, Jianlong Chang, Lingbo Liu, Qi Tian, Chang Wen Chen

CoRR, 2022

Prompt-Matched Semantic Segmentation.

Lingbo Liu, Bruce X. B. Yu, Jianlong Chang, Qi Tian, Chang Wen Chen

CoRR, 2022

Multimodal Crowd Counting with Mutual Attention Transformers.

Zhengtao Wu, Lingbo Liu, Yang Zhang, Mingzhi Mao, Liang Lin, Guanbin Li

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

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

Wei Lin, Kunlin Yang, Xinzhu Ma, Junyu Gao, Lingbo Liu, Shinan Liu, Jun Hou, Shuai Yi, Antoni B. Chan

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Pyramid Region-based Slot Attention Network for Temporal Action Proposal Generation.

Shuaicheng Li, Feng Zhang, Rui-Wei Zhao, Kunlin Yang, Lingbo Liu, Rui Feng, Jun Hou

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Probing Visual-Audio Representation for Video Highlight Detection via Hard-Pairs Guided Contrastive Learning.

Shuaicheng Li, Feng Zhang, Kunlin Yang, Lingbo Liu, Shinan Liu, Jun Hou, Shuai Yi

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

Dynamic Spatial-Temporal Representation Learning for Traffic Flow Prediction.

Lingbo Liu, Jiajie Zhen, Guanbin Li, Geng Zhan, Zhaocheng He, Bowen Du, Liang Lin

IEEE Trans. Intell. Transp. Syst., 2021

Block2vec: An Approach for Identifying Urban Functional Regions by Integrating Sentence Embedding Model and Points of Interest.

Zhihao Sun, Hongzan Jiao, Hao Wu, Zhenghong Peng, Lingbo Liu

ISPRS Int. J. Geo Inf., 2021

The Spatiotemporal Interaction Effect of COVID-19 Transmission in the United States.

Lingbo Liu, Tao Hu, Shuming Bao, Hao Wu, Zhenghong Peng, Ru Wang

ISPRS Int. J. Geo Inf., 2021

Road Network Guided Fine-Grained Urban Traffic Flow Inference.

Lingbo Liu, Mengmeng Liu, Guanbin Li, Ziyi Wu, Liang Lin

CoRR, 2021

Video Crowd Localization with Multi-focus Gaussian Neighbor Attention and a Large-Scale Benchmark.

Haopeng Li, Lingbo Liu, Kunlin Yang, Shinan Liu, Junyu Gao, Bin Zhao, Rui Zhang, Jun Hou

CoRR, 2021

Online Metro Origin-Destination Prediction via Heterogeneous Information Aggregation.

Lingbo Liu, Yuying Zhu, Guanbin Li, Ziyi Wu, Lei Bai, Liang Lin

CoRR, 2021

TRUFM: a Transformer-Guided Framework for Fine-Grained Urban Flow Inference.

Xinchi Zhou, Dongzhan Zhou, Lingbo Liu

Proceedings of the Neural Information Processing - 28th International Conference, 2021

GroupFormer: Group Activity Recognition with Clustered Spatial-Temporal Transformer.

Shuaicheng Li, Qianggang Cao, Lingbo Liu, Kunlin Yang, Shinan Liu, Jun Hou, Shuai Yi

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Representative Local Feature Mining for Few-Shot Learning.

Kun Yan, Lingbo Liu, Jun Hou, Ping Wang

Proceedings of the IEEE International Conference on Acoustics, 2021

Cross-Modal Collaborative Representation Learning and a Large-Scale RGBT Benchmark for Crowd Counting.

Lingbo Liu, Jiaqi Chen, Hefeng Wu, Guanbin Li, Chenglong Li, Liang Lin

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical Reasoning.

Jiaqi Chen, Jianheng Tang, Jinghui Qin, Xiaodan Liang, Lingbo Liu, Eric P. Xing, Liang Lin

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Crowd counting via scale-communicative aggregation networks.

Lixian Yuan, Zhilin Qiu, Lingbo Liu, Hefeng Wu, Tianshui Chen, Pei Chen, Liang Lin

Neurocomputing, 2020

Exploring Urban Spatial Features of COVID-19 Transmission in Wuhan Based on Social Media Data.

Zhenghong Peng, Ru Wang, Lingbo Liu, Hao Wu

ISPRS Int. J. Geo Inf., 2020

Fine-Scale Dasymetric Population Mapping with Mobile Phone and Building Use Data Based on Grid Voronoi Method.

Zhenghong Peng, Ru Wang, Lingbo Liu, Hao Wu

ISPRS Int. J. Geo Inf., 2020

Building an Open Resources Repository for COVID-19 Research.

Tao Hu, Weihe Wendy Guan, Xinyan Zhu, Yuanzheng Shao, Lingbo Liu, Jing Du, Hongqiang Liu, Huan Zhou, Jialei Wang, Bing She, Luyao Zhang, Zhibin Li, Peixiao Wang, Yicheng Tang, Ruizhi Hou, Yun Li, Dexuan Sha, Yifan Yang, Ben Lewis, Devika Kakkar, Shuming Bao

Data Inf. Manag., 2020

Look into Facial Expression Domain Adaptation: Adversarial Graph Learning and A Fair Evaluation Benchmark.

Tianshui Chen, Tao Pu, Yuan Xie, Hefeng Wu, Lingbo Liu, Liang Lin

CoRR, 2020

Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction.

Jingwen Chen, Lingbo Liu, Hefeng Wu, Jiajie Zhen, Guanbin Li, Liang Lin

CoRR, 2020

Efficient Crowd Counting via Structured Knowledge Transfer.

Lingbo Liu, Jiaqi Chen, Hefeng Wu, Tianshui Chen, Guanbin Li, Liang Lin

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

2019

Facial Landmark Machines: A Backbone-Branches Architecture With Progressive Representation Learning.

Lingbo Liu, Guanbin Li, Yuan Xie, Yizhou Yu, Qing Wang, Liang Lin

IEEE Trans. Multim., 2019

Contextualized Spatial-Temporal Network for Taxi Origin-Destination Demand Prediction.

Lingbo Liu, Zhilin Qiu, Guanbin Li, Qing Wang, Wanli Ouyang, Liang Lin

IEEE Trans. Intell. Transp. Syst., 2019

An Agent-based Model Simulation of Human Mobility Based on Mobile Phone Data: How Commuting Relates to Congestion.

Hao Wu, Lingbo Liu, Yang Yu, Zhenghong Peng, Hongzan Jiao, Qiang Niu

ISPRS Int. J. Geo Inf., 2019

Delimitating the Natural City with Points of Interests Based on Service Area and Maximum Entropy Method.

Lingbo Liu, Binxin Xia, Hao Wu, Jie Zhao, Zhenghong Peng, Yang Yu

Entropy, 2019

ACFM: A Dynamic Spatial-Temporal Network for Traffic Prediction.

Lingbo Liu, Jiajie Zhen, Guanbin Li, Geng Zhan, Liang Lin

CoRR, 2019

Investigation of wind pressures on tall building under interference effects using machine learning techniques.

Gang Hu, Lingbo Liu, Dacheng Tao, Jie Song, K. C. S. Kwok

CoRR, 2019

Crowd Counting via Multi-view Scale Aggregation Networks.

Zhilin Qiu, Lingbo Liu, Guanbin Li, Qing Wang, Nong Xiao, Liang Lin

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Taxi Origin-Destination Demand Prediction with Contextualized Spatial-Temporal Network.

Zhilin Qiu, Lingbo Liu, Guanbin Li, Qing Wang, Nong Xiao, Liang Lin

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Crowd Counting With Deep Structured Scale Integration Network.

Lingbo Liu, Zhilin Qiu, Guanbin Li, Shufan Liu, Wanli Ouyang, Liang Lin

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Attentive Crowd Flow Machines.

Lingbo Liu, Ruimao Zhang, Jiefeng Peng, Guanbin Li, Bowen Du, Liang Lin

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Crowd Counting using Deep Recurrent Spatial-Aware Network.

Lingbo Liu, Hongjun Wang, Guanbin Li, Wanli Ouyang, Liang Lin

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Facial Landmark Localization in the Wild by Backbone-Branches Representation Learning.

Lingbo Liu, Guanbin Li, Yuan Xie, Liang Lin, Yizhou Yu

Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

2017

Face Recognition by Coarse-to-Fine Landmark Regression with Application to ATM Surveillance.

Ya Li, Lingbo Liu, Liang Lin, Qing Wang

Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

2016

DISC: Deep Image Saliency Computing via Progressive Representation Learning.

Tianshui Chen, Liang Lin, Lingbo Liu, Xiaonan Luo, Xuelong Li

IEEE Trans. Neural Networks Learn. Syst., 2016

2015

Rapid Identification of Rice Varieties by Grain Shape and Yield-Related Features Combined with Multi-class SVM.

Chenglong Huang, Lingbo Liu, Wanneng Yang, Lizhong Xiong, Lingfeng Duan

Proceedings of the Computer and Computing Technologies in Agriculture IX, 2015

A survival analysis method for stock market prediction.

Guangliang Gao, Zhan Bu, Lingbo Liu, Jie Cao, Zhiang Wu

Proceedings of the 2015 International Conference on Behavioral, 2015

2011

A Multi-layer Model for Face Aging Simulation.

Yixiong Liang, Ying Xu, Lingbo Liu, Shenghui Liao, Beiji Zou

Trans. Edutainment, 2011

Multi-task GLOH feature selection for human age estimation.

Yixiong Liang, Lingbo Liu, Ying Xu, Yao Xiang, Beiji Zou

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2008

Dynamic Pricing by Multiagent Reinforcement Learning.

Wei Han, Lingbo Liu, Huaili Zheng

Proceedings of The International Symposium on Electronic Commerce and Security, 2008