Zhidong Li

90 papers A* 4A 11B 5C 5Misc 3Journal 39Unranked 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
Can GNNs Learn Link Heuristics? a Concise Review and Evaluation of Link Prediction Methods.
IEEE Trans. Big Data
Shuming Liang, Yu Ding, Zhidong Li, Bin Liang, Siqi Zhang, Yang Wang, Fang Chen
2026 J jnl
Deep Learning-Based Instance Segmentation: A Comprehensive Review of Algorithms, Challenges, and Future Directions.
Vis. Comput.
Jiacheng Lou, Sergei Shavetov, Xuecheng Wen, Zhidong Li, Xiang Zhang, Chunhong Yuan
2026 A* conf
RcAE: Recursive Reconstruction Framework for Unsupervised Industrial Anomaly Detection.
AAAI
Rongcheng Wu, Hao Zhu, Shiying Zhang, Mingzhe Wang, Zhidong Li, Hui Li, Jianlong Zhou, Jiangtao Cui, Fang Chen, Pingyang Sun, Qiyu Liao, Ye Lin
2026 J jnl
Transferring Physical Priors into Remote Sensing Segmentation via Large Language Models.
CoRR
Yuxi Lu, Kunqi Li, Zhidong Li, Xiaohan Su, Biao Wu, Chenya Huang, Bin Liang
2025 J jnl
An Adaptive Multi-Agent Framework for Semantic-Aware Process Mining.
Comput.
Xiaohan Su, Bin Liang, Zhidong Li, Yifei Dong, Justin Wang, Fang Chen
2025 — conf
An Explainable Graph Learning Framework for Severe Maternal Morbidity Prediction.
AI (2)
Haohui Lu, Ye Lin, Rongcheng Wu, Pingyang Sun, Yu Gao, Zhidong Li
2025 J jnl
FAME: Fairness-aware Attention-modulated Video Editing.
CoRR
Zhangkai Wu, Xuhui Fan, Zhongyuan Xie, Kaize Shi, Zhidong Li, Longbing Cao
2025 — conf
Linking Cryptoasset Attribution Tags to Knowledge Graph Entities: An LLM-Based Approach.
FC (2)
Régnier Avice, Bernhard Haslhofer, Zhidong Li, Jianlong Zhou
2025 J jnl
Linking Cryptoasset Attribution Tags to Knowledge Graph Entities: An LLM-based Approach.
CoRR
Régnier Avice, Bernhard Haslhofer, Zhidong Li, Jianlong Zhou
2025 — conf
Multimodal Machine Learning for Real Estate Appraisal: A Comprehensive Survey.
PAKDD (4)
Chenya Huang, Bin Liang, Zhidong Li, Fang Chen
2025 J jnl
Multimodal Machine Learning for Real Estate Appraisal: A Comprehensive Survey.
CoRR
Chenya Huang, Zhidong Li, Fang Chen, Bin Liang
2025 A* conf
Navigating Towards Fairness with Data Selection.
AAAI
Yixuan Zhang, Zhidong Li, Yang Wang, Fang Chen, Xuhui Fan, Feng Zhou
2025 J jnl
RcAE: Recursive Reconstruction Framework for Unsupervised Industrial Anomaly Detection.
CoRR
Rongcheng Wu, Hao Zhu, Shiying Zhang, Mingzhe Wang, Zhidong Li, Hui Li, Jianlong Zhou, Jiangtao Cui, Fang Chen, Pingyang Sun, Qiyu Liao, Ye Lin
2025 J jnl
Remote Sensing-Oriented World Model.
CoRR
Yuxi Lu, Biao Wu, Zhidong Li, Kunqi Li, Chenya Huang, Huacan Wang, Qizhen Lan, Ronghao Chen, Ling Chen, Bin Liang
2025 A conf
Spatio-Temporal Residual Masked Autoencoder for Urban Rent Estimation.
CIKM
Chenya Huang, Bin Liang, Zhidong Li, Justin Wang, Fang Chen
2025 J jnl
The Complexity of Extreme Climate Events on the New Zealand's Kiwifruit Industry.
CoRR
Boyuan Zheng, Victor W. Chu, Zhidong Li, Evan Webster, Ashley Rootsey
2025 J jnl
Toward fair medical advice: Addressing and mitigating bias in large language model-based healthcare applications.
Artif. Intell. Medicine
Haohui Lu, Ye Lin, Zhidong Li, Man Lung Yiu, Yu Gao, Shahadat Uddin
2024 J jnl
A model-driven dual-derivation framework for quantitative fault detection in satellite power system.
Adv. Eng. Informatics
Pengming Wang, Liansheng Liu, Yuchen Song, Zhidong Li, Datong Liu
2024 J jnl
Can GNNs Learn Link Heuristics? A Concise Review and Evaluation of Link Prediction Methods.
CoRR
Shuming Liang, Yu Ding, Zhidong Li, Bin Liang, Siqi Zhang, Yang Wang, Fang Chen
2024 — conf
Expert-Guided Model Cultivation: CoTeaching to Resolve Abstruseness and Enhance Learning Performance.
ADMA (2)
Siqi Zhang, Feng Zhou, Zhidong Li, Yang Wang, Donglian Qi, Shuming Li
2024 J jnl
Few-Shot Stereo Matching with High Domain Adaptability Based on Adaptive Recursive Network.
Int. J. Comput. Vis.
Rongcheng Wu, Mingzhe Wang, Zhidong Li, Jianlong Zhou, Fang Chen, Xuan Wang, Changming Sun
2024 A* conf
Interpretable Transformer Hawkes Processes: Unveiling Complex Interactions in Social Networks.
KDD
Zizhuo Meng, Ke Wan, Yadong Huang, Zhidong Li, Yang Wang, Feng Zhou
2024 J jnl
Interpretable Transformer Hawkes Processes: Unveiling Complex Interactions in Social Networks.
CoRR
Zizhuo Meng, Ke Wan, Yadong Huang, Zhidong Li, Yang Wang, Feng Zhou
2024 J jnl
Navigating Towards Fairness with Data Selection.
CoRR
Yixuan Zhang, Zhidong Li, Yang Wang, Fang Chen, Xuhui Fan, Feng Zhou
2024 Misc conf
Robust Weed Detection with Evidential Neural Network-Based Uncertainty Quantification.
AusDM
Jichao Kan, Zhidong Li, Jianlong Zhou, Fang Chen
2024 A conf
TransFeat-TPP: An Interpretable Deep Covariate Temporal Point Processes.
ECAI
Zizhuo Meng, Boyu Li, Xuhui Fan, Zhidong Li, Yang Wang, Fang Chen, Feng Zhou
2024 J jnl
TransFeat-TPP: An Interpretable Deep Covariate Temporal Point Processes.
CoRR
Zizhuo Meng, Boyu Li, Xuhui Fan, Zhidong Li, Yang Wang, Fang Chen, Feng Zhou
2024 — conf
VAGNN: Advancing the Generalization of Graph Neural Networks.
ICONIP (1)
Shuming Liang, Yu Ding, Bin Liang, Zhidong Li, Siqi Zhang, Yang Wang, Fang Chen
2023 J jnl
Deep learning for anterior segment OCT angiography automated denoising and vascular quantitative measurement.
Biomed. Signal Process. Control.
Man Luo, Zhiling Xu, Zehua Ye, Zhendong Liang, Hui Xiao, Yiqing Li, Zhidong Li, Yingting Zhu, Yonghong He, Yehong Zhuo
2023 A conf
Fair Representation Learning with Unreliable Labels.
AISTATS
Yixuan Zhang, Feng Zhou, Zhidong Li, Yang Wang, Fang Chen
2023 C conf
Fault Diagnosis and Task Evaluation of Satellite Power subsystem Based on Digital Twin Modeling and Simulation.
SAFEPROCESS
Zhidong Li, Lishi Liu, Bo Sun, Lei Zhang
2023 J jnl
Heterogeneous domain adaptation by semantic distribution alignment network.
Appl. Intell.
Weihua Jin, Pengming Wang, Bo Sun, Lei Zhang, Zhidong Li
2022 J jnl
An Analytical Investigation of Anomaly Detection Methods Based on Sequence to Sequence Model in Satellite Power Subsystem.
Sensors
Weihua Jin, Shijie Zhang, Bo Sun, Pengli Jin, Zhidong Li
2022 J jnl
De-biased Representation Learning for Fairness with Unreliable Labels.
CoRR
Yixuan Zhang, Feng Zhou, Zhidong Li, Yang Wang, Fang Chen
2022 Misc conf
Does a Compromise on Fairness Exist in Using AI Models?
AI
Jianlong Zhou, Zhidong Li, Chun Xiao, Fang Chen
2021 — conf
A Multi-task Kernel Learning Algorithm for Survival Analysis.
PAKDD (3)
Zizhuo Meng, Jie Xu, Zhidong Li, Yang Wang, Fang Chen, Zhiyong Wang
2021 — conf
Analytical Investigation of Anomaly Detection Methods based on Time-Domain Features and Autoencoders in Satellite Power Subsystem.
DSA
Weihua Jin, Bo Sun, Zhidong Li, Lei Zhang, Shijie Zhang
2021 J jnl
Bias-Tolerant Fair Classification.
CoRR
Yixuan Zhang, Feng Zhou, Zhidong Li, Yang Wang, Fang Chen
2021 C conf
Bias-tolerant Fair Classification.
ACML
Yixuan Zhang, Feng Zhou, Zhidong Li, Yang Wang, Fang Chen
2021 J jnl
Efficient EM-variational inference for nonparametric Hawkes process.
Stat. Comput.
Feng Zhou, Simon Luo, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya, Fang Chen
2021 J jnl
Exploring Chinese Feng Shui Culture for Achieving Sustainability.
Int. J. Inf. Syst. Soc. Chang.
Liang Wen, Zhidong Li, Xiumei Guo
2021 A conf
Failure Prediction for Large-scale Water Pipe Networks Using GNN and Temporal Failure Series.
CIKM
Shuming Liang, Zhidong Li, Bin Liang, Yu Ding, Yang Wang, Fang Chen
2021 J jnl
Impact of glacier changes in the Himalayan Plateau disaster.
Ecol. Informatics
Zihao Shan, Zhidong Li, Xiangyu Dong
2021 J jnl
Multi-task learning by hierarchical Dirichlet mixture model for sparse failure prediction.
Int. J. Data Sci. Anal.
Simon Luo, Victor W. Chu, Zhidong Li, Yang Wang, Jianlong Zhou, Fang Chen, Raymond K. Wong
2021 — conf
Satellite On-2rbit Anomaly Detection and Adaptive Model Updating Method.
DSA
Zhidong Li, Bo Sun, Lei Zhang, Weihua Jin
2020 C conf
A Data Driven Approach for Leak Detection with Smart Sensors.
ICARCV
Bin Liang, Sunny Verma, Jie Xu, Shuming Liang, Zhidong Li, Yang Wang, Fang Chen
2020 J jnl
Fast multi-resolution segmentation for nonstationary Hawkes process using cumulants.
Int. J. Data Sci. Anal.
Feng Zhou, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya, Fang Chen
2020 — conf
Long-Term Pipeline Failure Prediction Using Nonparametric Survival Analysis.
ECML/PKDD (4)
Dilusha Weeraddana, Sudaraka Mallawaarachchi, Tharindu Warnakula, Zhidong Li, Yang Wang
2020 J jnl
Long-Term Pipeline Failure Prediction Using Nonparametric Survival Analysis.
CoRR
Dilusha Weeraddana, Sudaraka Mallawaarachchi, Tharindu Warnakula, Zhidong Li, Yang Wang
2020 — conf
Simultaneous Customer Segmentation and Behavior Discovery.
ICONIP (4)
Siqi Zhang, Ling Luo, Zhidong Li, Yang Wang, Fang Chen, Richard Xu
2020 J jnl
Utilizing machine learning to prevent water main breaks by understanding pipeline failure drivers.
CoRR
Dilusha Weeraddana, Bin Liang, Zhidong Li, Yang Wang, Fang Chen, Livia Bonazzi, Dean Phillips, Nitin Saxena
2019 J jnl
Detecting Anomalies of Satellite Power Subsystem via Stage-Training Denoising Autoencoders.
Sensors
Weihua Jin, Bo Sun, Zhidong Li, Shijie Zhang, Zhonggui Chen
2019 — conf
Effects of Influence on User Trust in Predictive Decision Making.
CHI Extended Abstracts
Jianlong Zhou, Zhidong Li, Huaiwen Hu, Kun Yu, Fang Chen, Zelin Li, Yang Wang
2019 — conf
Exploring Latent Structure Similarity for Bayesian Nonparameteric Model with Mixture of NHPP Sequence.
ICONIP (2)
Yongzhe Chang, Zhidong Li, Ling Luo, Simon Luo, Arcot Sowmya, Yang Wang, Fang Chen
2019 — conf
Hawkes Process with Stochastic Triggering Kernel.
PAKDD (1)
Feng Zhou, Yixuan Zhang, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya, Fang Chen
2019 J jnl
Multi-objective optimization of energy consumption in crude oil pipeline transportation system operation based on exergy loss analysis.
Neurocomputing
Yang Liu, Qinglin Cheng, Yifan Gan, Yuxin Wang, Zhidong Li, Jian Zhao
2019 — conf
Multitask Learning for Sparse Failure Prediction.
PAKDD (1)
Simon Luo, Victor W. Chu, Zhidong Li, Yang Wang, Jianlong Zhou, Fang Chen, Raymond K. Wong
2019 C conf
Physiological Indicators for User Trust in Machine Learning with Influence Enhanced Fact-Checking.
CD-MAKE
Jianlong Zhou, Huaiwen Hu, Zhidong Li, Kun Yu, Fang Chen
2019 A* conf
Predicting Water Quality for the Woronora Delivery Network with Sparse Samples.
ICDM
Bin Liang, Dammika Vitanage, Corinna Doolan, Zhidong Li, Ronnie Taib, George Mathews, Yang Wang, Shiyang Lu, Fang Chen, Tin Hua, Andrew Peters
2019 — conf
Recovering DTW Distance Between Noise Superposed NHPP.
PAKDD (2)
Yongzhe Chang, Zhidong Li, Bang Zhang, Ling Luo, Arcot Sowmya, Yang Wang, Fang Chen
2019 J jnl
Scalable Inference for Nonparametric Hawkes Process Using Pólya-Gamma Augmentation.
CoRR
Feng Zhou, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya, Fang Chen
2018 — conf
A Refined MISD Algorithm Based on Gaussian Process Regression.
PAKDD (2)
Feng Zhou, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya, Fang Chen
2018 — ch.
Domain Knowledge in Predictive Maintenance for Water Pipe Failures.
Human and Machine Learning
Zhidong Li, Yang Wang
2018 J jnl
End-User Development for Interactive Data Analytics: Uncertainty, Correlation and User Confidence.
IEEE Trans. Affect. Comput.
Jianlong Zhou, Syed Z. Arshad, Xiuying Wang, Zhidong Li, Dagan Feng, Fang Chen
2018 A conf
Long-Term RNN: Predicting Hazard Function for Proactive Maintenance of Water Mains.
CIKM
Bin Liang, Zhidong Li, Yang Wang, Fang Chen
2016 J jnl
Making machine learning useable by revealing internal states update - a transparent approach.
Int. J. Comput. Sci. Eng.
Jianlong Zhou, M. Asif Khawaja, Zhidong Li, Jinjun Sun, Yang Wang, Fang Chen
2016 J jnl
Robust Bayesian non-parametric dictionary learning with heterogeneous Gaussian noise.
Comput. Vis. Image Underst.
Yi Wang, Bin Li, Yang Wang, Fang Chen, Bang Zhang, Zhidong Li
2015 A conf
Data Driven Water Pipe Failure Prediction: A Bayesian Nonparametric Approach.
CIKM
Peng Lin, Bang Zhang, Yi Wang, Zhidong Li, Bin Li, Yang Wang, Fang Chen
2015 J jnl
Measurable Decision Making with GSR and Pupillary Analysis for Intelligent User Interface.
ACM Trans. Comput. Hum. Interact.
Jianlong Zhou, Jinjun Sun, Fang Chen, Yang Wang, Ronnie Taib, Ahmad Khawaji, Zhidong Li
2014 J jnl
Water pipe condition assessment: a hierarchical beta process approach for sparse incident data.
Mach. Learn.
Zhidong Li, Bang Zhang, Yang Wang, Fang Chen, Ronnie Taib, Vicky Whiffin, Yi Wang
2013 A conf
A Bayesian non-parametric viewpoint to visual tracking.
WACV
Yi Wang, Zhidong Li, Yang Wang, Fang Chen
2013 A conf
Indexing cognitive workload based on pupillary response under luminance and emotional changes.
IUI
Weihong Wang, Zhidong Li, Yang Wang, Fang Chen
2013 — conf
The Effect of Stress on Cognitive Load Measurement.
INTERACT (4)
Dan Conway, Ian Dick, Zhidong Li, Yang Wang, Fang Chen
2013 J jnl
Visual tracking by proto-objects.
Pattern Recognit.
Zhidong Li, Weihong Wang, Yang Wang, Fang Chen, Yi Wang
2013 — —
Visual understanding by salient proto-objects.
Zhidong Li
2012 — conf
New Robust H ∞ Fuzzy Control for the Interconnected Bilinear Systems Subject to Actuator Saturation.
ISNN (2)
Xinrui Liu, Dongsheng Yang, Zhidong Li
2011 A conf
Feature fusion for vehicle detection and tracking with low-angle cameras.
WACV
Jun Yang, Yang Wang, Arcot Sowmya, Zhidong Li, Bang Zhang, Jie Xu
2011 A conf
Saliency detection based on proto-objects and topic model.
WACV
Zhidong Li, Jie Xu, Yang Wang, Glenn Geers, Jun Yang
2010 B conf
Affinity Propagation Feature Clustering with Application to Vehicle Detection and Tracking in Road Traffic Surveillance.
AVSS
Jun Yang, Yang Wang, Arcot Sowmya, Bang Zhang, Jie Xu, Zhidong Li
2010 A conf
Image Topic Discovery with Saliency Detection.
BMVC
Zhidong Li, Yang Wang, Jing Chen, Jie Xu, John Laird
2010 B conf
Saliency based joint topic discovery for object categorization.
ICIP
Zhidong Li, Yang Wang, Glenn Geers, Jing Chen, Jun Yang, John Laird
2010 — conf
Spatial-Temporal Affinity Propagation for Feature Clustering with Application to Traffic Video Analysis.
ACCV (2)
Jun Yang, Yang Wang, Arcot Sowmya, Jie Xu, Zhidong Li, Bang Zhang
2010 — conf
Unsupervised Moving Object Detection with On-line Generalized Hough Transform.
ACCV (3)
Jie Xu, Yang Wang, Wei Wang, Jun Yang, Zhidong Li
2010 B conf
Vehicle detection and tracking with low-angle cameras.
ICIP
Jun Yang, Yang Wang, Arcot Sowmya, Zhidong Li
2009 J jnl
A Machine Learning Framework for Real-Time Traffic Density Detection.
Int. J. Pattern Recognit. Artif. Intell.
Jing Chen, Evan Tan, Zhidong Li
2009 B conf
Traffic Density Estimation with On-line SVM Classifier.
AVSS
Thanes Wassantachat, Zhidong Li, Jing Chen, Yang Wang, Evan Tan
2008 B conf
An improved mean-shift tracker with kernel prediction and scale optimisation targeting for low-frame-rate video tracking.
ICPR
Zhidong Li, Jing Chen, Nicol N. Schraudolph
2008 — conf
On Semantic Object Detection with Salient Feature.
ISVC (2)
Zhidong Li, Jing Chen
2008 Misc conf
On Traffic Density Estimation with a Boosted SVM Classifier.
DICTA
Zhidong Li, Evan Tan, J. Chen, Thanes Wassantachat
2008 C conf
Using stochastic gradient-descent scheme in appearance model based face tracking.
MMSP
Zhidong Li, Jing Chen, Adrian Chong, Zhenghua Yu, Nicol N. Schraudolph