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Viewing Publication 1 - 100 from 365

2025

Privacy Passport: Privacy-Preserving Cross-Domain Data SharingXue Chen, Cheng Wang 0001, Qing Yang 0016, Teng Hu, Changjun Jiang. tifs, 20:636-650, 2025. [doi]

Graph neural networks for financial fraud detection: a reviewDawei Cheng, Yao Zou, Sheng Xiang, Changjun Jiang. fcsc, 19(9):199609, September 2025. [doi]

Spreeze: High-Throughput Parallel Reinforcement Learning FrameworkJing Hou, Guang Chen 0001, Ruiqi Zhang, Zhijun Li 0001, Shangding Gu, Changjun Jiang. tpds, 36(2):282-292, February 2025. [doi]

2024

Collaborative Prediction in Anti-Fraud System Over Multiple Credit Loan PlatformsCheng Wang 0001, Hao Tang, Hangyu Zhu, Changjun Jiang. tdsc, 21(4):3580-3596, July - August 2024. [doi]

Behavioral authentication for security and safetyCheng Wang 0001, Hao Tang, Hangyu Zhu, Junhan Zheng, Changjun Jiang. sands, 3:2024003, 2024. [doi]

Service Workflow Activity Input/Output Parameters Recommendation Method by Combining Transformer and Weighted HITSYuanyuan Zhou 0002, Zhijun Ding, Changjun Jiang. tsc, 17(6):4296-4309, November - December 2024. [doi]

Graph contrastive learning with min-max mutual informationYuhua Xu 0005, Junli Wang, Mingjian Guang, ChunGang Yan, Changjun Jiang. isci, 665:120378, 2024. [doi]

Graph Multi-Convolution and Attention Pooling for Graph ClassificationYuhua Xu 0005, Junli Wang, Mingjian Guang, Changjun Jiang. pami, 46(12):10546-10557, December 2024. [doi]

Approaching the Information-Theoretic Limit of Privacy Disclosure With Utility GuaranteesQing Yang 0016, Cheng Wang 0001, Haifeng Yuan, Jipeng Cui, Hu Teng, Xue Chen, Changjun Jiang. tifs, 19:3339-3352, 2024. [doi]

IMDAC: A robust intelligent software defect prediction model via multi-objective optimization and end-to-end hybrid deep learning networksKun Zhu 0024, Nana Zhang, Changjun Jiang, Dandan Zhu. SPE, 54(2):308-333, February 2024. [doi]

An Adaptive Heterogeneous Credit Card Fraud Detection Model Based on Deep Reinforcement Training Subset SelectionKun Zhu 0024, Nana Zhang, Weiping Ding 0001, Changjun Jiang. tai, 5(8):4026-4041, August 2024. [doi]

Risk contagion in interbank lending networks: A multi-agent-based modeling and simulation perspectiveZhijun Ding, Huanlan Yan, Yijun Chen, Changjun Jiang. eswa, 256:124847, 2024. [doi]

Microservice Extraction Based on a Comprehensive Evaluation of Logical Independence and PerformanceZhijun Ding, Yuehao Xu, Binbin Feng, Changjun Jiang. TSE, 50(5):1244-1263, May 2024. [doi]

Graph ensemble neural networkRui Duan, ChunGang Yan, Junli Wang, Changjun Jiang. inffus, 110:102461, 2024. [doi]

Heterogeneity-Aware Proactive Elastic Resource Allocation for Serverless ApplicationsBinbin Feng, Zhijun Ding, Changjun Jiang. tsc, 17(5):2473-2487, September - October 2024. [doi]

UAC: Offline Reinforcement Learning With Uncertain Action ConstraintJiayi Guan, Shangding Gu, Zhijun Li 0001, Jing Hou, Yiqin Yang, Guang Chen 0001, Changjun Jiang. tamd, 16(2):671-680, April 2024. [doi]

POCE: Primal Policy Optimization with Conservative Estimation for Multi-constraint Offline Reinforcement LearningJiayi Guan, Li Shen, Ao Zhou, Lusong Li, Han Hu, Xiaodong He 0001, Guang Chen, Changjun Jiang. cvpr 2024: 26233-26243 [doi]

A Multichannel Convolutional Decoding Network for Graph ClassificationMingjian Guang, ChunGang Yan, Yuhua Xu 0005, Junli Wang, Changjun Jiang. tnn, 35(10):13206-13216, October 2024. [doi]

Graph Convolutional Networks With Adaptive Neighborhood AwarenessMingjian Guang, ChunGang Yan, Yuhua Xu 0005, Junli Wang, Changjun Jiang. pami, 46(11):7392-7404, November 2024. [doi]

Hybrid Residual Multiexpert Reinforcement Learning for Spatial Scheduling of High-Density Parking LotsJing Hou, Guang Chen 0001, Zhijun Li 0001, Wei He 0001, Shangding Gu, Alois Knoll, Changjun Jiang. tcyb, 54(5):2771-2783, May 2024. [doi]

Spatial correlation and influencing factors of the urban land transaction market in the Yangtze River Delta urban agglomerationChangjun Jiang. kybernetes, 53(7):2279-2300, 2024. [doi]

Does the development of digital economy infrastructure reduce the urban-rural income gap? Theoretical experience and empirical data from ChinaChangjun Jiang, Bohao Jin. kybernetes, 53(2):600-619, 2024. [doi]

Guest Editorial: Special Issue on Big Data and Computational Social Intelligence for Guaranteed Financial SecurityChangjun Jiang, Fei-Yue Wang 0001, MengChu Zhou, Asoke K. Nandi, GuanJun Liu. tcss, 11(2):1551-1555, April 2024. [doi]

ASIA: A Federated Boosting Tree Model Against Sequence Inference Attacks in Financial NetworksYubo Kong, Zhong Li, Changjun Jiang. tifs, 19:6991-7004, 2024. [doi]

RA-CFGPT: Chinese financial assistant with retrieval-augmented large language modelJiangtong Li, Yang Lei, Yuxuan Bian, Dawei Cheng, Zhijun Ding, Changjun Jiang. fcsc, 18(5):185350, October 2024. [doi]

VLOG: Vehicle Identity Verification Based on Local and Global Behavior AnalysisZhong Li, Yubo Kong, Jie Luo, Yifei Meng, Changjun Jiang. tcss, 11(5):7032-7044, October 2024. [doi]

Recursive Bayesian Estimation for Discrete-Time Systems With State-Dependent Packet Dropouts: A Cross-Coupled MethodQinyuan Liu, Zidong Wang, Hongli Dong, Changjun Jiang. tac, 69(6):3705-3716, June 2024. [doi]

Distributed Kalman Filtering Under Two-Bitrate Periodic Coding StrategiesQinyuan Liu, Zidong Wang, Hongli Dong, Changjun Jiang. tac, 69(12):8633-8646, December 2024. [doi]

Adaptive Knowledge Recomposition for Personalized Federated Learning via Discrete Wavelet TransformZihao Lu, Junli Wang, Changjun Jiang. iotj, 11(21):35610-35624, November 2024. [doi]

MAP: MAsk-Pruning for Source-Free Model Intellectual Property ProtectionBoyang Peng, Sanqing Qu, Yong Wu, Tianpei Zou, Lianghua He, Alois Knoll, Guang Chen 0001, Changjun Jiang. cvpr 2024: 23585-23594 [doi]

Probabilistic Reachability Prediction of Unbounded Petri Nets: A Machine Learning MethodHongda Qi, Mingjian Guang, Junli Wang, ChunGang Yan, Changjun Jiang. tase, 21(3):3012-3024, July 2024. [doi]

The Probabilistic Liveness Decision Method of Unbounded Petri Nets Based on Machine LearningHongda Qi, Junli Wang, ChunGang Yan, Changjun Jiang. tsmc, 54(2):1070-1081, February 2024. [doi]

LEAD: Learning Decomposition for Source-free Universal Domain AdaptationSanqing Qu, Tianpei Zou, Lianghua He, Florian Röhrbein, Alois Knoll, Guang Chen 0001, Changjun Jiang. cvpr 2024: 23334-23343 [doi]

Enabling Graph Neural Networks for Semi-Supervised Risk Prediction in Online Credit Loan ServicesHao Tang, Cheng Wang 0001, Jianguo Zheng, Changjun Jiang. tist, 15(1), February 2024. [doi]

RCDN: Towards Robust Camera-Insensitivity Collaborative Perception via Dynamic Feature-based 3D Neural ModelingTianhang Wang, Fan Lu 0001, Zehan Zheng, Zhijun Li 0001, Guang Chen 0001, Changjun Jiang. nips 2024: [doi]

GSC: A Graph and Spatio-Temporal Continuity Based Framework for Accident AnticipationTianhang Wang, Kai Chen, Guang Chen 0001, Bin Li, Zhijun Li 0001, Zhengfa Liu, Changjun Jiang. tiv, 9(1):2249-2261, January 2024. [doi]

Learning Transactional Behavioral Representations for Credit Card Fraud DetectionYu Xie, GuanJun Liu, ChunGang Yan, Changjun Jiang, MengChu Zhou, Maozhen Li 0001. tnn, 35(4):5735-5748, April 2024. [doi]

GeoNLF: Geometry guided Pose-Free Neural LiDAR FieldsWeiyi Xue, Zehan Zheng, Fan Lu 0001, Haiyun Wei, Guang Chen 0001, Changjun Jiang. nips 2024: [doi]

Stable QoE-Aware Multi-SFCs Cooperative Routing Mechanism Based on Deep Reinforcement LearningJiamin Yao, ChunGang Yan, Junli Wang, Changjun Jiang. tnsm, 21(1):120-131, February 2024. [doi]

Focus On What Matters: Separated Models For Visual-Based RL GeneralizationDi Zhang, Bowen Lv, Hai Zhang, Feifan Yang, Junqiao Zhao, Hang Yu, Chang Huang, Hongtu Zhou, Chen Ye 0002, Changjun Jiang. nips 2024: [doi]

An Optimization Method Based on Drift Data and Time Series InformationQian Zhang, GuanJun Liu, Changjun Jiang. icic 2024: 130-141 [doi]

The Adaptation of Concept Drift: A Fit Prediction Algorithm Based on Local OptimumQian Zhang, GuanJun Liu, Changjun Jiang. tcss, 11(4):4944-4954, August 2024. [doi]

Pre-trained Online Contrastive Learning for Insurance Fraud DetectionRui Zhang, Dawei Cheng, Jie Yang, Yi Ouyang, Xian Wu, Yefeng Zheng 0001, Changjun Jiang. AAAI 2024: 22511-22519 [doi]

LiDAR4D: Dynamic Neural Fields for Novel Space-Time View LiDAR SynthesisZehan Zheng, Fan Lu 0001, Weiyi Xue, Guang Chen 0001, Changjun Jiang. cvpr 2024: 5145-5154 [doi]

Subgraph Patterns Enhanced Graph Neural Network for Fraud DetectionYao Zou, Sheng Xiang, Qijun Miao, Dawei Cheng, Changjun Jiang. dasfaa 2024: 375-384 [doi]

HGL: Hierarchical Geometry Learning for Test-Time Adaptation in 3D Point Cloud SegmentationTianpei Zou, Sanqing Qu, Zhijun Li 0001, Alois Knoll, Lianghua He, Guang Chen 0001, Changjun Jiang. eccv 2025: 19-36 [doi]

2023

HRegNet: A Hierarchical Network for Efficient and Accurate Outdoor LiDAR Point Cloud RegistrationFan Lu 0001, Guang Chen 0001, YinLong Liu, Lijun Zhang, Sanqing Qu, Shu Liu, Rongqi Gu, Changjun Jiang. pami, 45(10):11884-11897, October 2023. [doi]

CAeSaR: An Online Payment Anti-Fraud Integration System With Decision ExplainabilityCheng Wang 0001, Songyao Chai, Hangyu Zhu, Changjun Jiang. tdsc, 20(3):2565-2577, May - June 2023. [doi]

LongArms: Fraud Prediction in Online Lending Services Using Sparse Knowledge GraphCheng Wang 0001, Hangyu Zhu, Ruixin Hu, Rui Li 0047, Changjun Jiang. tbd, 9(2):758-772, April 2023. [doi]

Sparse-to-Dense Matching Network for Large-Scale LiDAR Point Cloud RegistrationFan Lu 0001, Guang Chen 0001, YinLong Liu, Yibing Zhan, Zhijun Li, Dacheng Tao, Changjun Jiang. pami, 45(9):11270-11282, September 2023. [doi]

Urban Radiance Field Representation with Deformable Neural Mesh PrimitivesFan Lu 0001, Yan Xu, Guang Chen 0001, Hongsheng Li, Kwan-Yee Lin, Changjun Jiang. iccv 2023: 465-476 [doi]

Multistructure Graph Classification Method With Attention-Based PoolingYuhua Xu 0005, Junli Wang, Mingjian Guang, ChunGang Yan, Changjun Jiang. tcss, 10(2):602-613, April 2023. [doi]

Feature-wise attention based boosting ensemble method for fraud detectionRuihao Cao, Junli Wang, Mingze Mao, GuanJun Liu, Changjun Jiang. eaai, 126:106975, November 2023. [doi]

Incorporating Prior Knowledge in Local Differentially Private Data Collection for Frequency EstimationXue Chen, Cheng Wang 0001, Jipeng Cui, Qing Yang 0016, Teng Hu, Changjun Jiang. tbd, 9(2):499-511, April 2023. [doi]

Locally differentially private high-dimensional data synthesisXue Chen, Cheng Wang 0001, Qing Yang 0016, Teng Hu, Changjun Jiang. chinaf, 66(1), January 2023. [doi]

The Opportunity in Difficulty: A Dynamic Privacy Budget Allocation Mechanism for Privacy-Preserving Multi-dimensional Data CollectionXue Chen, Cheng Wang 0001, Qing Yang 0016, Teng Hu, Changjun Jiang. tmis, 14(1), March 2023. [doi]

Critical Firms Prediction for Stemming Contagion Risk in Networked-Loans through Graph-Based Deep Reinforcement LearningDawei Cheng, Zhibin Niu, Jianfu Zhang 0003, Yiyi Zhang, Changjun Jiang. AAAI 2023: 14205-14213 [doi]

Regulating Systemic Crises: Stemming the Contagion Risk in Networked-Loans Through Deep Graph LearningDawei Cheng, Zhibin Niu, Jie Li 0049, Changjun Jiang. tkde, 35(6):6278-6289, June 2023. [doi]

Anti-Money Laundering by Group-Aware Deep Graph LearningDawei Cheng, Yujia Ye, Sheng Xiang, Zhenwei Ma, Ying Zhang 0001, Changjun Jiang. tkde, 35(12):12444-12457, December 2023. [doi]

SCAFE: A Service-Centered Cloud-Native Workflow Engine ArchitectureZhijun Ding, Yuanyuan Zhou 0002, Shuaijun Wang, Changjun Jiang. tsc, 16(5):3682-3695, September - October 2023. [doi]

Kubernetes-Oriented Microservice Placement With Dynamic Resource AllocationZhijun Ding, Song Wang, Changjun Jiang. tcc, 11(2):1777-1793, April - June 2023. [doi]

Class-homophilic-based data augmentation for improving graph neural networksRui Duan, ChunGang Yan, Junli Wang, Changjun Jiang. kbs, 269:110518, 2023. [doi]

FAST: A Forecasting Model With Adaptive Sliding Window and Time Locality Integration for Dynamic Cloud WorkloadsBinbin Feng, Zhijun Ding, Changjun Jiang. tsc, 16(2):1184-1197, March - April 2023. [doi]

VOCE: Variational Optimization with Conservative Estimation for Offline Safe Reinforcement LearningJiayi Guan, Guang Chen 0001, Jiaming Ji, Long Yang, Ao Zhou, Zhijun Li, Changjun Jiang. nips 2023: [doi]

A Transfer Double Deep Q Network Based DDoS Detection Method for Internet of VehiclesZhong Li, Yubo Kong, Changjun Jiang. tvt, 72(4):5317-5331, April 2023. [doi]

CEModule: A Computation Efficient Module for Lightweight Convolutional Neural NetworksYu Liang, Maozhen Li 0001, Changjun Jiang, GuanJun Liu. tnn, 34(9):6069-6080, September 2023. [doi]

An approximate minimum mean-square error estimator for linear discrete time-varying systems: Handling Try-Once-Discard protocolQinyuan Liu, Zidong Wang, Xiao He 0001, Hongli Dong, Changjun Jiang. automatica, 147:110656, 2023. [doi]

Remote Estimation for Energy Harvesting Systems Under Multiplicative Noises: A Binary Encoding Scheme With Probabilistic Bit FlipsQinyuan Liu, Zidong Wang, Hongli Dong, Changjun Jiang. tac, 68(1):343-354, 2023. [doi]

PSDC: A Prototype-Based Shared-Dummy Classifier Model for Open-Set Domain AdaptationZhengfa Liu, Guang Chen 0001, Zhijun Li 0001, Yu Kang 0001, Sanqing Qu, Changjun Jiang. tcyb, 53(11):7353-7366, November 2023. [doi]

Preventing Attacks in Interbank Credit Rating with Selective-aware Graph Neural NetworkJunyi Liu, Dawei Cheng, Changjun Jiang. IJCAI 2023: 6085-6093 [doi]

TMA: Temporal Motion Aggregation for Event-based Optical FlowHaotian Liu, Guang Chen 0001, Sanqing Qu, Yanping Zhang, Zhijun Li 0001, Alois Knoll, Changjun Jiang. iccv 2023: 9651-9660 [doi]

2IFLN: Disentangled Domain-Invariant Feature Learning Networks for Domain GeneralizationZhengfa Liu, Guang Chen 0001, Zhijun Li 0001, Sanqing Qu, Alois Knoll, Changjun Jiang. tamd, 15(4):2269-2281, December 2023. [doi]

Fighting against Organized Fraudsters Using Risk Diffusion-based Parallel Graph Neural NetworkJiacheng Ma, Fan Li, Rui Zhang, Zhikang Xu, Dawei Cheng, Yi Ouyang, Ruihui Zhao, Jianguang Zheng, Yefeng Zheng 0001, Changjun Jiang. IJCAI 2023: 6138-6146 [doi]

A perspective on Petri Net learningHongda Qi, Changjun Jiang. fcsc, 17(6):176351, December 2023. [doi]

Modality-Agnostic Debiasing for Single Domain GeneralizationSanqing Qu, Yingwei Pan, Guang Chen 0001, Ting Yao, Changjun Jiang, Tao Mei 0001. cvpr 2023: 24142-24151 [doi]

Upcycling Models Under Domain and Category ShiftSanqing Qu, Tianpei Zou, Florian Röhrbein, Cewu Lu, Guang Chen 0001, Dacheng Tao, Changjun Jiang. cvpr 2023: 20019-20028 [doi]

A Complex Behavioral Interaction Analysis Method for Microservice Systems With Bounded BuffersShuo Wang, Zhijun Ding, Ru Yang, Changjun Jiang. tcc, 11(4):3713-3724, October - December 2023. [doi]

UMC: A Unified Bandwidth-efficient and Multi-resolution based Collaborative Perception FrameworkTianhang Wang, Guang Chen, Kai Chen, Zhengfa Liu, Bo Zhang, Alois Knoll, Changjun Jiang. iccv 2023: 8153-8162 [doi]

Time-Aware Attention-Based Gated Network for Credit Card Fraud Detection by Extracting Transactional BehaviorsYu Xie, GuanJun Liu, ChunGang Yan, Changjun Jiang, MengChu Zhou. tcss, 10(3):1004-1016, 2023. [doi]

Modeling and Analysis of Three Properties of Mobile Interactive Systems Based on Variable Petri NetsRu Yang, Zhijun Ding, Changjun Jiang, MengChu Zhou. tase, 20(4):2479-2491, October 2023. [doi]

An Autonomous Vehicle Group Cooperation Model in an Urban SceneGuiyuan Yuan, Jiujun Cheng, MengChu Zhou, Sheng Cheng, Shangce Gao, Changjun Jiang, Abdullah Abusorrah. tits, 24(12):13852-13862, December 2023. [doi]

A Dynamic Evolution Method for Autonomous Vehicle Groups in an Urban SceneGuiyuan Yuan, Jiujun Cheng, MengChu Zhou, Sheng Cheng, Shangce Gao, Changjun Jiang, Abdullah Abusorrah. tsmc, 53(6):3450-3460, June 2023. [doi]

Behavioral consistency measurement between extended WFD-netsFang Zhao, Dongming Xiang, GuanJun Liu, Changjun Jiang. is, 119:102274, October 2023. [doi]

NeuralPCI: Spatio-Temporal Neural Field for 3D Point Cloud Multi-Frame Non-Linear InterpolationZehan Zheng, Danni Wu, Ruisi Lu, Fan Lu, Guang Chen 0001, Changjun Jiang. cvpr 2023: 909-918 [doi]

RPP-Net: Rigid Constrained Point Cloud Prediction NetworkTianpei Zou, Guang Chen 0001, Fan Lu 0001, Zhijun Li 0001, Sanqing Qu, Alois Knoll, Changjun Jiang. tits, 24(9):9344-9354, September 2023. [doi]

2022

Implicit privacy preservation: a framework based on data generationQing Yang 0016, Cheng Wang 0001, Teng Hu, Xue Chen, Changjun Jiang. sands, 1:2022008, 2022. [doi]

A Dynamic Evolution Method for Autonomous Vehicle Groups in a Highway SceneJiujun Cheng, Mingdong Ju, MengChu Zhou, Cong Liu 0012, Shangce Gao, Abdullah Abusorrah, Changjun Jiang. iotj, 9(2):1445-1457, 2022. [doi]

COIN: A Container Workload Prediction Model Focusing on Common and Individual Changes in WorkloadsZhijun Ding, Binbin Feng, Changjun Jiang. tpds, 33(12):4738-4751, 2022. [doi]

Path-aware multi-hop graph towards improving graph learningRui Duan, ChunGang Yan, Junli Wang, Changjun Jiang. ijon, 494:13-22, 2022. [doi]

Efficient poisoning attacks and defenses for unlabeled data in DDoS prediction of intelligent transportation systemsZhong Li, Xianke Wu, Changjun Jiang. sands, 1:2022003, 2022. [doi]

DDoS Mitigation Based on Space-Time Flow Regularities in IoV: A Feature Adaption Reinforcement Learning ApproachZhong Li, Yubo Kong, Cheng Wang 0001, Changjun Jiang. tits, 23(3):2262-2278, 2022. [doi]

Crowd-Learning: A Behavior-Based Verification Method in Software-Defined Vehicular Networks With MEC FrameworkZhong Li, Xueting Yang, Cheng Wang 0001, Ke Ma, Changjun Jiang. iotj, 9(2):1622-1639, 2022. [doi]

Generating self-attention activation maps for visual interpretations of convolutional neural networksYu Liang, Maozhen Li 0001, Changjun Jiang. ijon, 490:206-216, 2022. [doi]

MUSH: Multi-scale Hierarchical Feature Extraction for Semantic Image SynthesisZicong Wang, Qiang Ren, Junli Wang, ChunGang Yan, Changjun Jiang. ACCV 2023: 185-201 [doi]

Net LearningJunli Wang, Hongda Qi, Mingjian Guang, Chaobo Zhang, ChunGang Yan, Changjun Jiang. tnn, 33(12):7380-7389, 2022. [doi]

Unified Multimodal Model with Unlikelihood Training for Visual DialogZihao Wang, Junli Wang, Changjun Jiang. mm 2022: 4625-4634 [doi]

Model Checking of Variable Petri Nets by Using the Kripke StructureRu Yang, Zhijun Ding, Tong Guo, Meiqin Pan, Changjun Jiang. tsmc, 52(12):7774-7786, 2022. [doi]

Neighborhood Extended Dynamic Graph Neural NetworkDa Yu, Junli Wang, Changjun Jiang. icmlc2 2022: 74-82 [doi]

A New Method for Measuring the Behavioral Consistency Degree of WF-Net SystemsFang Zhao, Dongming Xiang, GuanJun Liu, Changjun Jiang. tcss, 9(2):480-493, 2022. [doi]

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