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Li Pan
ORCID
Publication Activity (10 Years)
Years Active: 2001-2024
Publications (10 Years): 244
Top Topics
Reinforcement Learning
Cloud Computing
Big Data
Optimization Algorithm
Top Venues
CoRR
DSC
CSCWD
IEEE Access
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Publications
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Bingchen Liu
,
Huang Peng
,
Weixin Zeng
,
Xiang Zhao
,
Shijun Liu
,
Li Pan
,
Xin Li
Open knowledge base canonicalization with multi-task learning.
World Wide Web (WWW)
27 (5) (2024)
Xiaoyan Ma
,
Li Pan
,
Haoming Xia
High-Resolution Mapping of Gross Primary Production in Northeast China Using Landsat-8/9 and Sentinel-2 A/B.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
17 (2024)
Xiankun Fu
,
Li Pan
,
Shijun Liu
To store or not: Online cost optimization for running big data jobs on the cloud.
Future Gener. Comput. Syst.
156 (2024)
Dan Fu
,
Weisi Yang
,
Li Pan
Channel Semantic Enhancement-Based Emotional Recognition Method Using SCLE-2D-CNN.
Int. J. Semantic Web Inf. Syst.
20 (1) (2024)
Shangkang Wang
,
Li Pan
Target-Adaptive Consistency Enhanced Prompt-Tuning for Multi-Domain Stance Detection.
LREC/COLING
(2024)
Lingjie Pei
,
Li Pan
,
Shijun Liu
An Improved Genetic Optimization Algorithm for Scheduling Serverless Application Jobs in Public Cloud Environments.
CSCWD
(2024)
Shihao Song
,
Li Pan
,
Shijun Liu
A Q-learning based auto-scaling approach for provisioning big data analysis services in cloud environments.
Future Gener. Comput. Syst.
154 (2024)
Zhijiang Yang
,
Tengxin Huang
,
Li Pan
,
Jingjing Wang
,
Liangliang Wang
,
Junjie Ding
,
Junhua Xiao
QuanDB: a quantum chemical property database towards enhancing 3D molecular representation learning.
J. Cheminformatics
16 (1) (2024)
Zhi-Wei Xu
,
Li Pan
,
Shijun Liu
An Online Algorithm Based on Replication for Using Spot Instances in IaaS Clouds.
J. Comput. Sci. Technol.
39 (2) (2024)
Weichen Li
,
Xiaotong Huang
,
Jianwu Zheng
,
Zheng Wang
,
Chaokun Wang
,
Li Pan
,
Jianhua Li
rLLM: Relational Table Learning with LLMs.
CoRR
(2024)
Jianwu Zheng
,
Siyuan Zhao
,
Zheng Wang
,
Li Pan
,
Jianhua Li
DCS Chain: A Flexible Private Blockchain System.
CoRR
(2024)
Hao Yang
,
Li Pan
,
Shijun Liu
Faster or Cheaper: A Q-learning based cost-effective mixed cluster scaling method for achieving low tail latencies.
Future Gener. Comput. Syst.
157 (2024)
Yupei Zhang
,
Li Pan
,
Qiushi Yang
,
Tan Li
,
Zhen Chen
Unified Multi-modal Diagnostic Framework with Reconstruction Pre-training and Heterogeneity-combat Tuning.
CoRR
(2024)
Zhihong Cui
,
Xiangguo Sun
,
Hongxu Chen
,
Li Pan
,
Lizhen Cui
,
Shijun Liu
,
Guandong Xu
Dynamic Recommendation Based on Graph Diffusion and Ebbinghaus Curve.
IEEE Trans. Comput. Soc. Syst.
11 (2) (2024)
Bingchen Liu
,
Shihao Hou
,
Weiyi Zhong
,
Xiaoran Zhao
,
Yuwen Liu
,
Yihong Yang
,
Shijun Liu
,
Li Pan
Enhancing Temporal Knowledge Graph Alignment in News Domain With Box Embedding.
IEEE Trans. Comput. Soc. Syst.
11 (4) (2024)
Xiulin Li
,
Li Pan
,
Wei Song
,
Shijun Liu
,
Xiangxu Meng
Performance analysis of parallel composite service-based applications in clouds.
Future Gener. Comput. Syst.
153 (2024)
Conghui Zheng
,
Li Pan
,
Peng Wu
JORA: Weakly Supervised User Identity Linkage via Jointly Learning to Represent and Align.
IEEE Trans. Neural Networks Learn. Syst.
35 (3) (2024)
Donghao Wang
,
Tengjiang Wang
,
Hao Qi
,
Shijun Liu
,
Li Pan
Research on Multi-Model Fusion for Multi-Indicator Collaborative Anomaly Prediction in IoT Devices.
CSCWD
(2024)
Yating Qu
,
Liqiang Wang
,
Qianru Qi
,
Li Pan
,
Shijun Liu
Predict industry merger waves utilizing supply network information.
J. Ambient Intell. Humaniz. Comput.
15 (7) (2024)
Li Pan
,
Haoyue Wang
,
Bo Yang
,
Wenbin Li
A protein network refinement method based on module discovery and biological information.
BMC Bioinform.
25 (1) (2024)
Zhi-Wei Xu
,
Li Pan
,
Shijun Liu
An Online Algorithm Based on Replication for Using Spot Instances in IaaS Clouds.
J. Comput. Sci. Technol.
39 (1) (2024)
Yu Wu
,
Li Pan
LSTEG: An evolutionary game model leveraging deep reinforcement learning for privacy behavior analysis on social networks.
Inf. Sci.
676 (2024)
Qi Liu
,
Li Pan
,
Xuefei Cao
,
Jixiang Gan
,
Xianming Huang
,
Xiaodong Liu
A spatio-temporal graph convolutional approach to real-time load forecasting in an edge-enabled distributed Internet of Smart Grids energy system.
Concurr. Comput. Pract. Exp.
36 (13) (2024)
Xudong Cao
,
Chenchen Chen
,
Lejia Zhang
,
Li Pan
Estimation and Convergence Analysis of Traffic Structure Efficiency Based on an Undesirable Epsilon-Based Measure Model.
Int. J. Inf. Technol. Syst. Approach
17 (1) (2024)
Xiaomin Ouyang
,
Xian Shuai
,
Yang Li
,
Li Pan
,
Xifan Zhang
,
Heming Fu
,
Sitong Cheng
,
Xinyan Wang
,
Shihua Cao
,
Jiang Xin
,
Hazel Mok
,
Zhenyu Yan
,
Doris Sau-Fung Yu
,
Timothy Kwok
,
Guoliang Xing
ADMarker: A Multi-Modal Federated Learning System for Monitoring Digital Biomarkers of Alzheimer's Disease.
MobiCom
(2024)
Weitao Yang
,
Li Pan
,
Shijun Liu
Caching or not: An online cost optimization algorithm for geodistributed data analysis in cloud environments.
J. Netw. Comput. Appl.
229 (2024)
Yiqing Liu
,
Li Pan
,
Shijun Liu
Q-scheduler: Optimize Job Scheduling in Hadoop with Reinforcement Learning.
CSCWD
(2024)
Shaokang Wang
,
Fuhui Sun
,
Xiaoyan Wang
,
Li Pan
Incorporating target-aware knowledge into prompt-tuning for few-shot stance detection.
Inf. Process. Manag.
61 (5) (2024)
Ye Qian
,
Fuhui Sun
,
Xiaoyan Wang
,
Li Pan
TODEAR: Promoting explainable TKG reasoning through temporal offset enhanced dynamic embedding and adaptive reinforcement learning.
Inf. Sci.
679 (2024)
Yi Ouyang
,
Peng Wu
,
Li Pan
COOL: Comprehensive Knowledge Enhanced Prompt Learning for Domain Adaptive Few-shot Fake News Detection.
CoRR
(2024)
Bingchen Liu
,
Huang Peng
,
Weixin Zeng
,
Xiang Zhao
,
Shijun Liu
,
Li Pan
Open Knowledge Base Canonicalization with Multi-task Learning.
CoRR
(2024)
Yuxiao Qi
,
Li Pan
,
Shijun Liu
An online bi-objective scheduling algorithm for service provisioning in cloud computing.
J. Netw. Comput. Appl.
222 (2024)
Zhijiang Yang
,
Tengxin Huang
,
Li Pan
,
Jingjing Wang
,
Liangliang Wang
,
Junjie Ding
,
Junhua Xiao
Correction: QuanDB: a quantum chemical property database towards enhancing 3D molecular representation learning.
J. Cheminformatics
16 (1) (2024)
Peng Wu
,
Conghui Zheng
,
Li Pan
A Unified Generative Adversarial Learning Framework for Improvement of Skip-Gram Network Representation Learning Methods.
IEEE Trans. Knowl. Data Eng.
35 (1) (2023)
Haoran Shi
,
Shijun Liu
,
Li Pan
Domain modeling for scenario sensing and edge decision-making.
EDGE
(2023)
Han Cheng
,
Qian Li
,
Zhihong Cui
,
Shijun Liu
,
Li Pan
Dynamic Communications Network Linking Prediction by Disseminating Event Embedding.
ICWS
(2023)
Mingyu Liu
,
Li Pan
,
Shijun Liu
RLTiering: A Cost-Driven Auto-Tiering System for Two-Tier Cloud Storage Using Deep Reinforcement Learning.
IEEE Trans. Parallel Distributed Syst.
34 (2) (2023)
Changqing Li
,
Ye Qian
,
Li Pan
Multimodal Features Enhanced Named Entity Recognition Based on Self-Attention Mechanism.
DSC
(2023)
Shaokang Wang
,
Li Pan
,
Yu Wu
Meta-Information Fusion of Hierarchical Semantics Dependency and Graph Structure for Structured Text Classification.
ACM Trans. Knowl. Discov. Data
17 (2) (2023)
Siyuan Ye
,
Qian Li
,
Guangxu Mei
,
Shijun Liu
,
Li Pan
How the four-nodes motifs work in heterogeneous node representation?
World Wide Web (WWW)
26 (4) (2023)
Jiaxing Zheng
,
Li Pan
Dominant coverage for target users at the lowest cost under competitive propagation in social networks.
Comput. Networks
226 (2023)
Zheng Wang
,
Hongming Ding
,
Li Pan
,
Jianhua Li
,
Zhiguo Gong
,
Philip S. Yu
From Cluster Assumption to Graph Convolution: Graph-based Semi-Supervised Learning Revisited.
CoRR
(2023)
Ye Qian
,
Li Pan
Leveraging multimodal features for knowledge graph entity alignment based on dynamic self-attention networks.
Expert Syst. Appl.
228 (2023)
Haoyue Wang
,
Li Pan
,
Bo Yang
,
Junqiang Jiang
,
Wenbin Li
A multi-layer refined network model for the identification of essential proteins.
CoRR
(2023)
Li Pan
,
Jixiang Gan
,
Qi Liu
,
Yonghong Zhang
,
Xiaodong Liu
A Real-Time Load Forecasting Approach Based on Graph Convolution Neural Network in a Distributed IoT Energy System.
DASC/PiCom/CBDCom/CyberSciTech
(2023)
Bingchen Liu
,
Shihao Hou
,
Weixin Zeng
,
Xiang Zhao
,
Shijun Liu
,
Li Pan
Open Knowledge Base Canonicalization with Multi-task Unlearning.
CoRR
(2023)
Cun Ji
,
Mingsen Du
,
Yanxuan Wei
,
Yupeng Hu
,
Shijun Liu
,
Li Pan
,
Xiangwei Zheng
Time series classification with random temporal features.
J. King Saud Univ. Comput. Inf. Sci.
35 (9) (2023)
Xiaomin Ouyang
,
Xian Shuai
,
Yang Li
,
Li Pan
,
Xifan Zhang
,
Heming Fu
,
Xinyan Wang
,
Shihua Cao
,
Jiang Xin
,
Hazel Mok
,
Zhenyu Yan
,
Doris Sau-Fung Yu
,
Timothy Kwok
,
Guoliang Xing
ADMarker: A Multi-Modal Federated Learning System for Monitoring Digital Biomarkers of Alzheimer's Disease.
CoRR
(2023)
Zhiyuan Xie
,
Xiaomin Ouyang
,
Li Pan
,
Wenrui Lu
,
Guoliang Xing
,
Xiaoming Liu
Mozart: A Mobile ToF System for Sensing in the Dark through Phase Manipulation.
MobiSys
(2023)
Ye Qian
,
Li Pan
Variety-aware GAN and online learning augmented self-training model for knowledge graph entity alignment.
Inf. Process. Manag.
60 (5) (2023)
Xingjia Li
,
Li Pan
,
Shijun Liu
A DRL-based online VM scheduler for cost optimization in cloud brokers.
World Wide Web (WWW)
26 (5) (2023)
Jing Sun
,
Li Pan
,
Bin Li
,
Haoyue Wang
,
Bo Yang
,
Wenbin Li
A Construction Method of Dynamic Protein Interaction Networks by Using Relevant Features of Gene Expression Data.
IEEE ACM Trans. Comput. Biol. Bioinform.
20 (5) (2023)
Li Pan
,
Yupei Zhang
,
Qiushi Yang
,
Tan Li
,
Zhen Chen
Combat Long-Tails in Medical Classification with Relation-Aware Consistency and Virtual Features Compensation.
MICCAI (6)
(2023)
Conghui Zheng
,
Li Pan
,
Peng Wu
Attribute Augmented Network Embedding Based on Generative Adversarial Nets.
IEEE Trans. Neural Networks Learn. Syst.
34 (7) (2023)
Yujia Yang
,
Conghui Zheng
,
Li Pan
Homogeneous Entity Context Enhanced Representation Network for Temporal Knowledge Graph Reasoning.
ICDM
(2023)
Guangxu Mei
,
Siyuan Ye
,
Shijun Liu
,
Li Pan
,
Qian Li
Heterogeneous graphlets-guided network embedding via eulerian-trail-based representation.
Inf. Sci.
622 (2023)
Zhihong Cui
,
Xiangguo Sun
,
Li Pan
,
Shijun Liu
,
Guandong Xu
Event-based incremental recommendation via factors mixed Hawkes process.
Inf. Sci.
639 (2023)
Mingyu Liu
,
Li Pan
,
Shijun Liu
Cost Optimization for Cloud Storage from User Perspectives: Recent Advances, Taxonomy, and Survey.
ACM Comput. Surv.
55 (13s) (2023)
Xingjia Li
,
Li Pan
,
Shijun Liu
An online service provisioning strategy for container-based cloud brokers.
J. Netw. Comput. Appl.
214 (2023)
Li Pan
,
Haoyue Wang
,
Jing Sun
,
Bin Li
,
Bo Yang
,
Wenbin Li
A protein network refinement method based on module discovery and biological information.
CoRR
(2023)
Kaicheng Zhang
,
Li Pan
,
Shijun Liu
A rating prediction model with cross projection and evolving GCN for bitcoin trading network.
Pers. Ubiquitous Comput.
27 (4) (2023)
Xiaomin Ouyang
,
Zhiyuan Xie
,
Heming Fu
,
Sitong Cheng
,
Li Pan
,
Neiwen Ling
,
Guoliang Xing
,
Jiayu Zhou
,
Jianwei Huang
Harmony: Heterogeneous Multi-Modal Federated Learning through Disentangled Model Training.
MobiSys
(2023)
Zhikai Chen
,
Peng Wu
,
Li Pan
Leveraging Diversity-Aware Context Attention Networks for Fake News Detection on Social Platforms.
IJCNN
(2022)
Gaojie Wang
,
Liqiang Wang
,
Shijun Liu
,
Haoran Shi
,
Li Pan
ICKG: An I Ching Knowledge Graph Tool Revealing Ancient Wisdom.
ChineseCSCW (2)
(2022)
Zizhe Jin
,
Li Pan
,
Shijun Liu
Randomized online edge service renting: Extending cloud-based CDN to edge environments.
Knowl. Based Syst.
257 (2022)
Haoyue Wang
,
Li Pan
,
Jing Sun
,
Bin Li
,
Junqiang Jiang
,
Bo Yang
,
Wenbin Li
Centrality Combination Method Based on Feature Selection for Protein Interaction Networks.
IEEE Access
10 (2022)
Yi Ouyang
,
Peng Wu
,
Li Pan
Asymmetrical Context-aware Modulation for Collaborative Filtering Recommendation.
CIKM
(2022)
Li Pan
,
Lin Wang
,
Shutong Chen
,
Fangming Liu
Retention-Aware Container Caching for Serverless Edge Computing.
INFOCOM
(2022)
Wen Si
,
Li Pan
,
Shijun Liu
A cost-driven online auto-scaling algorithm for web applications in cloud environments.
Knowl. Based Syst.
244 (2022)
Jixiang Gan
,
Li Pan
,
Yuanyuan Jin
,
Qi Liu
,
Xiaodong Liu
A Load Forecasting Approach Based on Graph Convolution Neural Network.
DASC/PiCom/CBDCom/CyberSciTech
(2022)
Liduo Lin
,
Li Pan
,
Shijun Liu
Learning to make auto-scaling decisions with heterogeneous spot and on-demand instances via reinforcement learning.
Inf. Sci.
614 (2022)
Zhiyuan Xie
,
Xiaomin Ouyang
,
Li Pan
,
Wenrui Lu
,
Xiaoming Liu
,
Guoliang Xing
HiToF: a ToF camera system for capturing high-resolution textures.
MobiCom
(2022)
Liduo Lin
,
Li Pan
,
Shijun Liu
Methods for improving the availability of spot instances: A survey.
Comput. Ind.
141 (2022)
Cun Ji
,
Yupeng Hu
,
Shijun Liu
,
Li Pan
,
Bo Li
,
Xiangwei Zheng
Fully convolutional networks with shapelet features for time series classification.
Inf. Sci.
612 (2022)
Cun Ji
,
Mingsen Du
,
Yupeng Hu
,
Shijun Liu
,
Li Pan
,
Xiangwei Zheng
Time series classification based on temporal features.
Appl. Soft Comput.
128 (2022)
Li Pan
,
Ping He
,
Zuxin Li
,
Haoyang Mi
,
Hong Wang
synchronization approaches for time-delay chaotic systems.
Int. J. Comput. Math.
99 (5) (2022)
Mohan Gao
,
Peng Wu
,
Li Pan
Malware Detection with Limited Supervised Information via Contrastive Learning on API Call Sequences.
ICICS
(2022)
Amartansh Dubey
,
Samruddhi Deshmukh
,
Li Pan
,
Xudong Chen
,
Ross D. Murch
A Phaseless Extended Rytov Approximation for Strongly Scattering Low-Loss Media and Its Application to Indoor Imaging.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Ruofan Deng
,
Li Pan
,
Chloé Clavel
Domain Adaptation for Stance Detection towards Unseen Target on Social Media.
ACII
(2022)
Yuxiao Qi
,
Li Pan
,
Shijun Liu
A Lyapunov optimization-based online scheduling algorithm for service provisioning in cloud computing.
Future Gener. Comput. Syst.
134 (2022)
Bin Li
,
Li Pan
,
Jing Sun
,
Haoyue Wang
,
Junqiang Jiang
,
Bo Yang
,
Wenbin Li
A Node Ranking Method Based on Multiple Layers for Dynamic Protein Interaction Networks.
IEEE Access
10 (2022)
Youyou Kang
,
Li Pan
,
Shijun Liu
An online algorithm for scheduling big data analysis jobs in cloud environments.
Knowl. Based Syst.
245 (2022)
Guangxu Mei
,
Li Pan
,
Shijun Liu
Heterogeneous graph embedding by aggregating meta-path and meta-structure through attention mechanism.
Neurocomputing
468 (2022)
Youyou Kang
,
Li Pan
,
Shijun Liu
Job scheduling for big data analytical applications in clouds: A taxonomy study.
Future Gener. Comput. Syst.
135 (2022)
Chenxiao Zhang
,
Yukang Feng
,
Lei Hu
,
Deodato Tapete
,
Li Pan
,
Zheheng Liang
,
Francesca Cigna
,
Peng Yue
A domain adaptation neural network for change detection with heterogeneous optical and SAR remote sensing images.
Int. J. Appl. Earth Obs. Geoinformation
109 (2022)
Liduo Lin
,
Li Pan
,
Shijun Liu
A Cost-Effective Framework for Running Industrial Big Data Analysis Applications in Public Clouds.
IEEE Internet Things J.
9 (13) (2022)
Junqiang Jiang
,
Hailin Cai
,
Lunxin Xie
,
Zhifang Sun
,
Li Pan
,
Zhihe Yang
,
Ruiqi Lu
A Time and Reliability Optimization Algorithm for Workflow Scheduling in Heterogeneous Distributed Computing System.
J. Circuits Syst. Comput.
31 (14) (2022)
Yan Guo
,
Haoming Xia
,
Li Pan
,
Xiaoyang Zhao
,
Rumeng Li
Mapping the Northern Limit of Double Cropping Using a Phenology-Based Algorithm and Google Earth Engine.
Remote. Sens.
14 (4) (2022)
Xiaolong Zheng
,
Li Pan
,
Bin Lu
,
Yuanyuan Jin
Theme mining and quantitative evaluation of library policies.
J. Comput. Methods Sci. Eng.
22 (6) (2022)
Hao Liu
,
Xiutao Shi
,
Guangxi Li
,
Shijun Liu
,
Li Pan
Ontology Guided Sparse Tensor Factorization for joint recommendation with hierarchical relationships.
Pers. Ubiquitous Comput.
26 (4) (2022)
Mingyu Liu
,
Li Pan
,
Shijun Liu
Effeclouds: A cost-effective cloud-of-clouds framework for two-tier storage.
Future Gener. Comput. Syst.
129 (2022)
Xingjia Li
,
Li Pan
,
Shijun Liu
A survey of resource provisioning problem in cloud brokers.
J. Netw. Comput. Appl.
203 (2022)
Xurui Song
,
Li Pan
,
Shijun Liu
An online algorithm for optimally releasing multiple on-demand instances in IaaS clouds.
Future Gener. Comput. Syst.
136 (2022)
Conghui Zheng
,
Li Pan
,
Peng Wu
CAMU: Cycle-Consistent Adversarial Mapping Model for User Alignment Across Social Networks.
IEEE Trans. Cybern.
52 (10) (2022)
Yongjie Xie
,
Li Pan
,
Shengsong Yang
,
Shijun Liu
A Random Online Algorithm for Reselling Reserved IaaS Instances in Amazon's Cloud Marketplace.
IEEE Trans. Netw. Sci. Eng.
9 (3) (2022)
Li Pan
,
Jundong Liu
,
Mingqin Shi
,
Chi Wah Wong
,
Kei Hang Katie Chan
Identifying Autism Spectrum Disorder Based on Individual-Aware Down-Sampling and Multi-Modal Learning.
CoRR
(2021)
Xiaoyang Zhao
,
Haoming Xia
,
Li Pan
,
Hongquan Song
,
Wenhui Niu
,
Ruimeng Wang
,
Rumeng Li
,
Xiqing Bian
,
Yan Guo
,
Yaochen Qin
Drought Monitoring over Yellow River Basin from 2003-2019 Using Reconstructed MODIS Land Surface Temperature in Google Earth Engine.
Remote. Sens.
13 (18) (2021)
Li Pan
,
Haoming Xia
,
Xiaoyang Zhao
,
Yan Guo
,
Yaochen Qin
Mapping Winter Crops Using a Phenology Algorithm, Time-Series Sentinel-2 and Landsat-7/8 Images, and Google Earth Engine.
Remote. Sens.
13 (13) (2021)
Junqiang Jiang
,
Chenyan Zhu
,
Hailin Cai
,
Li Pan
,
Wenbin Li
,
Quanfeng Yan
,
Zhihe Yang
,
Bo Yang
Time Optimization for Workflow Scheduling by Incorporating Level Strategy into Out-Degree.
J. Circuits Syst. Comput.
30 (9) (2021)
Zizhe Jin
,
Li Pan
,
Shijun Liu
Online Cost-effective Edge Service Renting for Content Providers in Cloud and Edge Environments.
ICWS
(2021)