Lingbo Liu

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 91

Top Topics

Spatial And Temporal

Top Venues

ISPRS Int. J. Geo Inf.

Int. J. Appl. Earth Obs. Geoinformation

Publications

Lingbo Liu
An ensemble framework for explainable geospatial machine learning models. Int. J. Appl. Earth Obs. Geoinformation 132 (2024)
Chenxi Liu, Zhenghong Peng, Lingbo Liu, Hao Wu
Analysis of Spatiotemporal Characteristics and Influencing Factors of Electric Vehicle Charging Based on Multisource Data. ISPRS Int. J. Geo Inf. 13 (2) (2024)
Ruixiang Jiang, Lingbo Liu, Changwen Chen
MoPE: Parameter-Efficient and Scalable Multimodal Fusion via Mixture of Prompt Experts. CoRR (2024)
Lingbo Liu, Fahui Wang, Xiaokang Fu, Tobias Kötter, Kevin Sturm, Weihe Wendy Guan, Shuming Bao
Elevating the RRE Framework for Geospatial Analysis with Visual Programming Platforms: An Exploration with Geospatial Analytics Extension for KNIME. Int. J. Appl. Earth Obs. Geoinformation 130 (2024)
Lingbo Liu
An Ensemble Framework for Explainable Geospatial Machine Learning Models. CoRR (2024)
Lingbo Liu, Xiaokang Fu, Tobias Kötter, Kevin Sturm, Carsten Haubold, Weihe Wendy Guan, Shuming Bao, Fahui Wang
Geospatial Analytics Extension for KNIME. SoftwareX 25 (2024)
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
Mapping the landscape and roadmap of geospatial artificial intelligence (GeoAI) in quantitative human geography: An extensive systematic review. Int. J. Appl. Earth Obs. Geoinformation 128 (2024)
Zhuang Zhuang, Tianxin Wei, Lingbo Liu, Heng Qi, Yanming Shen, Baocai Yin
TAU: Trajectory Data Augmentation with Uncertainty for Next POI Recommendation. AAAI (2024)
Guangyin Jin, Lingbo Liu, Fuxian Li, Jincai Huang
Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event Prediction. AAAI (2023)
Kuo Wang, Lingbo Liu, Yang Liu, Guanbin Li, Fan Zhou, Liang Lin
Urban Regional Function Guided Traffic Flow Prediction. CoRR (2023)
Yuying Zhu, Yang Zhang, Lingbo Liu, Yang Liu, Guanbin Li, Mingzhi Mao, Liang Lin
Hybrid-Order Representation Learning for Electricity Theft Detection. IEEE Trans. Ind. Informatics 19 (2) (2023)
Ruixiang Jiang, Lingbo Liu, Changwen Chen
CLIP-Count: Towards Text-Guided Zero-Shot Object Counting. ACM Multimedia (2023)
Junfan Lin, Yuying Zhu, Lingbo Liu, Yang Liu, Guanbin Li, Liang Lin
DenseLight: Efficient Control for Large-scale Traffic Signals with Dense Feedback. CoRR (2023)
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
Visual Tuning. CoRR (2023)
Kuo Wang, Lingbo Liu, Yang Liu, Guanbin Li, Fan Zhou, Liang Lin
Urban regional function guided traffic flow prediction. Inf. Sci. 634 (2023)
Ruixiang Jiang, Lingbo Liu, Changwen Chen
Conditional Prompt Tuning for Multimodal Fusion. CoRR (2023)
Junfan Lin, Jianlong Chang, Lingbo Liu, Guanbin Li, Liang Lin, Qi Tian, Chang Wen Chen
Being Comes from Not-Being: Open-Vocabulary Text-to-Motion Generation with Wordless Training. CVPR (2023)
Wenjun Jiang, Gang Hu, Tiantian Wu, Lingbo Liu, Bubryur Kim, Yiqing Xiao, Zhongdong Duan
DMANet_KF: Tropical Cyclone Intensity Estimation Based on Deep Learning and Kalman Filter From Multispectral Infrared Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Hefeng Wu, Yandong Chen, Lingbo Liu, Tianshui Chen, Keze Wang, Liang Lin
SQLNet: Scale-Modulated Query and Localization Network for Few-Shot Class-Agnostic Counting. CoRR (2023)
Kun Wang, Lijun Zhang, Meng Cai, Lingbo Liu, Hao Wu, Zhenghong Peng
Measuring Urban Poverty Spatial by Remote Sensing and Social Sensing Data: A Fine-Scale Empirical Study from Zhengzhou. Remote. Sens. 15 (2) (2023)
Junfan Lin, Yuying Zhu, Lingbo Liu, Yang Liu, Guanbin Li, Liang Lin
DenseLight: Efficient Control for Large-scale Traffic Signals with Dense Feedback. IJCAI (2023)
Yang Zhang, Lingbo Liu, Xinyu Xiong, Guanbin Li, Guoli Wang, Liang Lin
Long-term Wind Power Forecasting with Hierarchical Spatial-Temporal Transformer. IJCAI (2023)
Lingbo Liu, Zewei Yang, Guanbin Li, Kuo Wang, Tianshui Chen, Liang Lin
Aerial Images Meet Crowdsourced Trajectories: A New Approach to Robust Road Extraction. IEEE Trans. Neural Networks Learn. Syst. 34 (7) (2023)
Tao Han, Lei Bai, Lingbo Liu, Wanli Ouyang
STEERER: Resolving Scale Variations for Counting and Localization via Selective Inheritance Learning. ICCV (2023)
Guangyin Jin, Lingbo Liu, Fuxian Li, Jincai Huang
Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event Prediction. CoRR (2023)
Ruixiang Jiang, Lingbo Liu, Changwen Chen
CLIP-Count: Towards Text-Guided Zero-Shot Object Counting. CoRR (2023)
Zhihao Sun, Dezhi Kang, Hongzan Jiao, Ya Yang, Wei Xue, Hao Wu, Lingbo Liu, Yuwei Su, Zhenghong Peng
Spatial and Temporal Evolution of the Characteristics of Spatially Aggregated Elements in an Urban Area: A Case Study of Wuhan, China. ISPRS Int. J. Geo Inf. 12 (11) (2023)
Tao Han, Lei Bai, Lingbo Liu, Wanli Ouyang
STEERER: Resolving Scale Variations for Counting and Localization via Selective Inheritance Learning. CoRR (2023)
Lingbo Liu, Yuying Zhu, Guanbin Li, Ziyi Wu, Lei Bai, Liang Lin
Online Metro Origin-Destination Prediction via Heterogeneous Information Aggregation. IEEE Trans. Pattern Anal. Mach. Intell. 45 (3) (2023)
Yang Zhang, Lingbo Liu, Xinyu Xiong, Guanbin Li, Guoli Wang, Liang Lin
Long-term Wind Power Forecasting with Hierarchical Spatial-Temporal Transformer. CoRR (2023)
Yang Liu, Keze Wang, Lingbo Liu, Haoyuan Lan, Liang Lin
TCGL: Temporal Contrastive Graph for Self-Supervised Video Representation Learning. IEEE Trans. Image Process. 31 (2022)
Lingbo Liu, Hanchen Yu, Jie Zhao, Hao Wu, Zhenghong Peng, Ru Wang
Multiscale Effects of Multimodal Public Facilities Accessibility on Housing Prices Based on MGWR: A Case Study of Wuhan, China. ISPRS Int. J. Geo Inf. 11 (1) (2022)
Lingbo Liu, Ru Wang, Weihe Wendy Guan, Shuming Bao, Hanchen Yu, Xiaokang Fu, Hongqiang Liu
Assessing Reliability of Chinese Geotagged Social Media Data for Spatiotemporal Representation of Human Mobility. ISPRS Int. J. Geo Inf. 11 (2) (2022)
Shuaicheng Li, Feng Zhang, Rui-Wei Zhao, Kunlin Yang, Lingbo Liu, Rui Feng, Jun Hou
Pyramid Region-based Slot Attention Network for Temporal Action Proposal Generation. BMVC (2022)
Shuaicheng Li, Feng Zhang, Kunlin Yang, Lingbo Liu, Shinan Liu, Jun Hou, Shuai Yi
Probing Visual-Audio Representation for Video Highlight Detection via Hard-Pairs Guided Contrastive Learning. BMVC (2022)
Lingbo Liu, Jingwen Chen, Hefeng Wu, Jiajie Zhen, Guanbin Li, Liang Lin
Physical-Virtual Collaboration Modeling for Intra- and Inter-Station Metro Ridership Prediction. IEEE Trans. Intell. Transp. Syst. 23 (4) (2022)
Zhengtao Wu, Lingbo Liu, Yang Zhang, Mingzhi Mao, Liang Lin, Guanbin Li
Multimodal Crowd Counting with Mutual Attention Transformers. ICME (2022)
Lingbo Liu, Bruce X. B. Yu, Jianlong Chang, Qi Tian, Chang Wen Chen
Prompt-Matched Semantic Segmentation. CoRR (2022)
Tianshui Chen, Tao Pu, Lingbo Liu, Yukai Shi, Zhijing Yang, Liang Lin
Heterogeneous Semantic Transfer for Multi-label Recognition with Partial Labels. CoRR (2022)
Shuaicheng Li, Feng Zhang, Kunlin Yang, Lingbo Liu, Shinan Liu, Jun Hou, Shuai Yi
Probing Visual-Audio Representation for Video Highlight Detection via Hard-Pairs Guided Contrastive Learning. CoRR (2022)
Haopeng Li, Lingbo Liu, Kunlin Yang, Shinan Liu, Junyu Gao, Bin Zhao, Rui Zhang, Jun Hou
Video Crowd Localization With Multifocus Gaussian Neighborhood Attention and a Large-Scale Benchmark. IEEE Trans. Image Process. 31 (2022)
Tianshui Chen, Tao Pu, Hefeng Wu, Yuan Xie, Lingbo Liu, Liang Lin
Cross-Domain Facial Expression Recognition: A Unified Evaluation Benchmark and Adversarial Graph Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Shuaicheng Li, Feng Zhang, Rui-Wei Zhao, Rui Feng, Kunlin Yang, Lingbo Liu, Jun Hou
Pyramid Region-based Slot Attention Network for Temporal Action Proposal Generation. CoRR (2022)
Bruce X. B. Yu, Jianlong Chang, Lingbo Liu, Qi Tian, Chang Wen Chen
Towards a Unified View on Visual Parameter-Efficient Transfer Learning. CoRR (2022)
Junfan Lin, Jianlong Chang, Lingbo Liu, Guanbin Li, Liang Lin, Qi Tian, Chang Wen Chen
OhMG: Zero-shot Open-vocabulary Human Motion Generation. CoRR (2022)
Wei Lin, Kunlin Yang, Xinzhu Ma, Junyu Gao, Lingbo Liu, Shinan Liu, Jun Hou, Shuai Yi, Antoni B. Chan
Scale-Prior Deformable Convolution for Exemplar-Guided Class-Agnostic Counting. BMVC (2022)
Lin Nie, Lingbo Liu, Zhengtao Wu, Wenxiong Kang
Unconstrained face sketch synthesis via perception-adaptive network and a new benchmark. Neurocomputing 494 (2022)
Lin Nie, Lingbo Liu, Zhengtao Wu, Wenxiong Kang
Unconstrained Face Sketch Synthesis via Perception-Adaptive Network and A New Benchmark. CoRR (2021)
Kun Yan, Lingbo Liu, Jun Hou, Ping Wang
Representative Local Feature Mining for Few-Shot Learning. ICASSP (2021)
Shuaicheng Li, Qianggang Cao, Lingbo Liu, Kunlin Yang, Shinan Liu, Jun Hou, Shuai Yi
GroupFormer: Group Activity Recognition with Clustered Spatial-Temporal Transformer. ICCV (2021)
Lingbo Liu, Zewei Yang, Guanbin Li, Kuo Wang, Tianshui Chen, Liang Lin
Aerial Images Meet Crowdsourced Trajectories: A New Approach to Robust Road Extraction. CoRR (2021)
Haopeng Li, Lingbo Liu, Kunlin Yang, Shinan Liu, Junyu Gao, Bin Zhao, Rui Zhang, Jun Hou
Video Crowd Localization with Multi-focus Gaussian Neighbor Attention and a Large-Scale Benchmark. CoRR (2021)
Zhihao Sun, Hongzan Jiao, Hao Wu, Zhenghong Peng, Lingbo Liu
Block2vec: An Approach for Identifying Urban Functional Regions by Integrating Sentence Embedding Model and Points of Interest. ISPRS Int. J. Geo Inf. 10 (5) (2021)
Xinchi Zhou, Dongzhan Zhou, Lingbo Liu
TRUFM: a Transformer-Guided Framework for Fine-Grained Urban Flow Inference. ICONIP (4) (2021)
Lingbo Liu, Jiajie Zhen, Guanbin Li, Geng Zhan, Zhaocheng He, Bowen Du, Liang Lin
Dynamic Spatial-Temporal Representation Learning for Traffic Flow Prediction. IEEE Trans. Intell. Transp. Syst. 22 (11) (2021)
Lingbo Liu, Tao Hu, Shuming Bao, Hao Wu, Zhenghong Peng, Ru Wang
The Spatiotemporal Interaction Effect of COVID-19 Transmission in the United States. ISPRS Int. J. Geo Inf. 10 (6) (2021)
Lingbo Liu, Yuying Zhu, Guanbin Li, Ziyi Wu, Lei Bai, Liang Lin
Online Metro Origin-Destination Prediction via Heterogeneous Information Aggregation. CoRR (2021)
Lingbo Liu, Mengmeng Liu, Guanbin Li, Ziyi Wu, Liang Lin
Road Network Guided Fine-Grained Urban Traffic Flow Inference. CoRR (2021)
Yang Liu, Keze Wang, Lingbo Liu, Haoyuan Lan, Liang Lin
TCGL: Temporal Contrastive Graph for Self-supervised Video Representation Learning. CoRR (2021)
Lingbo Liu, Jiaqi Chen, Hefeng Wu, Guanbin Li, Chenglong Li, Liang Lin
Cross-Modal Collaborative Representation Learning and a Large-Scale RGBT Benchmark for Crowd Counting. CVPR (2021)
Jiaqi Chen, Jianheng Tang, Jinghui Qin, Xiaodan Liang, Lingbo Liu, Eric P. Xing, Liang Lin
GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical Reasoning. CoRR (2021)
Jiaqi Chen, Jianheng Tang, Jinghui Qin, Xiaodan Liang, Lingbo Liu, Eric P. Xing, Liang Lin
GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical Reasoning. ACL/IJCNLP (Findings) (2021)
Shuaicheng Li, Qianggang Cao, Lingbo Liu, Kunlin Yang, Shinan Liu, Jun Hou, Shuai Yi
GroupFormer: Group Activity Recognition with Clustered Spatial-Temporal Transformer. CoRR (2021)
Zhenghong Peng, Ru Wang, Lingbo Liu, Hao Wu
Exploring Urban Spatial Features of COVID-19 Transmission in Wuhan Based on Social Media Data. ISPRS Int. J. Geo Inf. 9 (6) (2020)
Lingbo Liu, Jiaqi Chen, Hefeng Wu, Tianshui Chen, Guanbin Li, Liang Lin
Efficient Crowd Counting via Structured Knowledge Transfer. CoRR (2020)
Lingbo Liu, Jiaqi Chen, Hefeng Wu, Tianshui Chen, Guanbin Li, Liang Lin
Efficient Crowd Counting via Structured Knowledge Transfer. ACM Multimedia (2020)
Jingwen Chen, Lingbo Liu, Hefeng Wu, Jiajie Zhen, Guanbin Li, Liang Lin
Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction. CoRR (2020)
Lingbo Liu, Jiaqi Chen, Hefeng Wu, Guanbin Li, Chenglong Li, Liang Lin
Cross-Modal Collaborative Representation Learning and a Large-Scale RGBT Benchmark for Crowd Counting. CoRR (2020)
Tianshui Chen, Tao Pu, Yuan Xie, Hefeng Wu, Lingbo Liu, Liang Lin
Look into Facial Expression Domain Adaptation: Adversarial Graph Learning and A Fair Evaluation Benchmark. CoRR (2020)
Zhenghong Peng, Ru Wang, Lingbo Liu, Hao Wu
Fine-Scale Dasymetric Population Mapping with Mobile Phone and Building Use Data Based on Grid Voronoi Method. ISPRS Int. J. Geo Inf. 9 (6) (2020)
Lixian Yuan, Zhilin Qiu, Lingbo Liu, Hefeng Wu, Tianshui Chen, Pei Chen, Liang Lin
Crowd counting via scale-communicative aggregation networks. Neurocomputing 409 (2020)
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
Building an Open Resources Repository for COVID-19 Research. Data Inf. Manag. 4 (3) (2020)
Zhilin Qiu, Lingbo Liu, Guanbin Li, Qing Wang, Nong Xiao, Liang Lin
Crowd Counting via Multi-view Scale Aggregation Networks. ICME (2019)
Hao Wu, Lingbo Liu, Yang Yu, Zhenghong Peng, Hongzan Jiao, Qiang Niu
An Agent-based Model Simulation of Human Mobility Based on Mobile Phone Data: How Commuting Relates to Congestion. ISPRS Int. J. Geo Inf. 8 (7) (2019)
Lingbo Liu, Zhilin Qiu, Guanbin Li, Qing Wang, Wanli Ouyang, Liang Lin
Contextualized Spatial-Temporal Network for Taxi Origin-Destination Demand Prediction. CoRR (2019)
Lingbo Liu, Zhilin Qiu, Guanbin Li, Shufan Liu, Wanli Ouyang, Liang Lin
Crowd Counting With Deep Structured Scale Integration Network. ICCV (2019)
Lingbo Liu, Binxin Xia, Hao Wu, Jie Zhao, Zhenghong Peng, Yang Yu
Delimitating the Natural City with Points of Interests Based on Service Area and Maximum Entropy Method. Entropy 21 (5) (2019)
Lingbo Liu, Zhilin Qiu, Guanbin Li, Qing Wang, Wanli Ouyang, Liang Lin
Contextualized Spatial-Temporal Network for Taxi Origin-Destination Demand Prediction. IEEE Trans. Intell. Transp. Syst. 20 (10) (2019)
Lingbo Liu, Zhilin Qiu, Guanbin Li, Shufan Liu, Wanli Ouyang, Liang Lin
Crowd Counting with Deep Structured Scale Integration Network. CoRR (2019)
Lingbo Liu, Jiajie Zhen, Guanbin Li, Geng Zhan, Liang Lin
ACFM: A Dynamic Spatial-Temporal Network for Traffic Prediction. CoRR (2019)
Lingbo Liu, Guanbin Li, Yuan Xie, Yizhou Yu, Qing Wang, Liang Lin
Facial Landmark Machines: A Backbone-Branches Architecture With Progressive Representation Learning. IEEE Trans. Multim. 21 (9) (2019)
Gang Hu, Lingbo Liu, Dacheng Tao, Jie Song, K. C. S. Kwok
Investigation of wind pressures on tall building under interference effects using machine learning techniques. CoRR (2019)
Zhilin Qiu, Lingbo Liu, Guanbin Li, Qing Wang, Nong Xiao, Liang Lin
Taxi Origin-Destination Demand Prediction with Contextualized Spatial-Temporal Network. ICME (2019)
Lingbo Liu, Hongjun Wang, Guanbin Li, Wanli Ouyang, Liang Lin
Crowd Counting using Deep Recurrent Spatial-Aware Network. IJCAI (2018)
Lingbo Liu, Guanbin Li, Yuan Xie, Yizhou Yu, Qing Wang, Liang Lin
Facial Landmark Machines: A Backbone-Branches Architecture with Progressive Representation Learning. CoRR (2018)
Lingbo Liu, Ruimao Zhang, Jiefeng Peng, Guanbin Li, Bowen Du, Liang Lin
Attentive Crowd Flow Machines. CoRR (2018)
Lingbo Liu, Ruimao Zhang, Jiefeng Peng, Guanbin Li, Bowen Du, Liang Lin
Attentive Crowd Flow Machines. ACM Multimedia (2018)
Lingbo Liu, Guanbin Li, Yuan Xie, Liang Lin, Yizhou Yu
Facial Landmark Localization in the Wild by Backbone-Branches Representation Learning. BigMM (2018)
Lingbo Liu, Hongjun Wang, Guanbin Li, Wanli Ouyang, Liang Lin
Crowd Counting using Deep Recurrent Spatial-Aware Network. CoRR (2018)
Ya Li, Lingbo Liu, Liang Lin, Qing Wang
Face Recognition by Coarse-to-Fine Landmark Regression with Application to ATM Surveillance. CCCV (2) (2017)
Tianshui Chen, Liang Lin, Lingbo Liu, Xiaonan Luo, Xuelong Li
DISC: Deep Image Saliency Computing via Progressive Representation Learning. IEEE Trans. Neural Networks Learn. Syst. 27 (6) (2016)
Guangliang Gao, Zhan Bu, Lingbo Liu, Jie Cao, Zhiang Wu
A survival analysis method for stock market prediction. BESC (2015)
Tianshui Chen, Liang Lin, Lingbo Liu, Xiaonan Luo, Xuelong Li
DISC: Deep Image Saliency Computing via Progressive Representation Learning. CoRR (2015)
Chenglong Huang, Lingbo Liu, Wanneng Yang, Lizhong Xiong, Lingfeng Duan
Rapid Identification of Rice Varieties by Grain Shape and Yield-Related Features Combined with Multi-class SVM. CCTA (1) (2015)
Yixiong Liang, Lingbo Liu, Ying Xu, Yao Xiang, Beiji Zou
Multi-task GLOH feature selection for human age estimation CoRR (2011)
Yixiong Liang, Ying Xu, Lingbo Liu, Shenghui Liao, Beiji Zou
A Multi-layer Model for Face Aging Simulation. Trans. Edutainment 6 (2011)
Yixiong Liang, Lingbo Liu, Ying Xu, Yao Xiang, Beiji Zou
Multi-task GLOH feature selection for human age estimation. ICIP (2011)
Wei Han, Lingbo Liu, Huaili Zheng
Dynamic Pricing by Multiagent Reinforcement Learning. ISECS (2008)