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Viewing Publication 1 - 100 from 244

2025

Gray Learning From Non-IID Data With Out-of-Distribution SamplesZhi-Lin Zhao 0001, Longbing Cao, Chang-Dong Wang. tnn, 36(1):1396-1409, January 2025. [doi]

WFSL: Warmup-Based Federated Sequential LearningMohamad Arafeh, Ahmad Hammoud, Mohsen Guizani, Azzam Mourad, Hadi Otrok, Hakima Ould-Slimane, Zbigniew Dziong, Chang-Dong Wang, Di Wu 0001. iotj, 12(2):1974-1989, January 2025. [doi]

Angular Reconstructive Discrete Embedding With Fusion Similarity for Multi-View ClusteringJintang Bian, Xiaohua Xie, Chang-Dong Wang, Lingxiao Yang, Jian-Huang Lai, Feiping Nie 0001. tkde, 37(1):45-59, January 2025. [doi]

Motif-aware curriculum learning for node classificationXiaosha Cai, Man-Sheng Chen, Chang-Dong Wang, Haizhang Zhang. NN, 184:107089, 2025. [doi]

Interaction-knowledge semantic alignment for recommendationZhen-Yu He, Jia-Qi Lin, Chang-Dong Wang, Mohsen Guizani. NN, 181:106755, 2025. [doi]

Learning Transition Patterns by Large Language Models for Sequential RecommendationJianyang Zhai, Zi-Feng Mai, Dongyi Zheng, Chang-Dong Wang, Xiawu Zheng, Hui Li 0057, Feidiao Yang, Yonghong Tian 0001. COLING 2025: 2513-2525 [doi]

Interpretable Staging Prediction of Liver Cancer Based on Joint-Knowledge NetworkXuecong Zheng, Ya Li, Zhiqi Wu, Yiyang Tang, Pei-Yuan Lai, Man-Sheng Chen, Hong Yi Chen, Chang-Dong Wang, Jiaping Li, Qingyun Dai. titb, 29(4):2993-3006, April 2025. [doi]

Pyramid contrastive learning for clusteringZi-Feng Zhou, Dong Huang, Chang-Dong Wang. NN, 185:107217, 2025. [doi]

2024

DeepCluE: Enhanced Deep Clustering via Multi-Layer Ensembles in Neural NetworksDong Huang 0001, Ding-Hua Chen, Xiangji Chen, Chang-Dong Wang, Jian-Huang Lai. tetci, 8(2):1582-1594, April 2024. [doi]

Deep Clustering With Hybrid-Grained Contrastive and Discriminative LearningDong Huang 0001, Xiaozhi Deng, Ding-Hua Chen, Zihao Wen, Weijun Sun, Chang-Dong Wang, Jian-Huang Lai. tcsv, 34(10):9472-9483, October 2024. [doi]

Post-Distillation via Neural ResuscitationZhiqiang Bao, Zihao Chen, Chang-Dong Wang, Wei-Shi Zheng 0001, Zhenhua Huang, Yunwen Chen. tmm, 26:3046-3060, 2024. [doi]

Dynamic Secure Multi Broad Network for Privacy Preserving of Streaming DataXiao-Kai Cao, Man-Sheng Chen, Chang-Dong Wang, Jian-Huang Lai, Qiong Huang 0001, C. L. Philip Chen. tetci, 8(4):3152-3165, August 2024. [doi]

Sparse Graph Tensor Learning for Multi-View Spectral ClusteringMan-Sheng Chen, Zhi-yuan Li, Jia-Qi Lin, Chang-Dong Wang, Dong Huang 0001. tetci, 8(5):3534-3543, October 2024. [doi]

Concept Factorization Based Multiview Clustering for Large-Scale DataMan-Sheng Chen, Chang-Dong Wang, Dong Huang 0001, Jian-Huang Lai, Philip S. Yu. tkde, 36(11):5784-5796, November 2024. [doi]

Efficient Multi-View Clustering via Unified and Discrete Bipartite Graph LearningSi-Guo Fang, Dong Huang 0001, Xiaosha Cai, Chang-Dong Wang, Chaobo He, Yong Tang 0001. tnn, 35(8):11436-11447, August 2024. [doi]

Joint Multi-View Unsupervised Feature Selection and Graph LearningSi-Guo Fang, Dong Huang 0001, Chang-Dong Wang, Yong Tang 0001. tetci, 8(1):16-31, February 2024. [doi]

Community Enhanced Knowledge Graph for RecommendationZhen-Yu He, Chang-Dong Wang, Jinfeng Wang 0003, Jian-Huang Lai, Yong Tang 0001. tcss, 11(5):5789-5802, October 2024. [doi]

Knowledge-reinforced explainable next basket recommendationLing Huang, Han Zou, Xiao Dong Huang, Yuefang Gao, Yingjie Kuang, Chang-Dong Wang. NN, 180:106675, 2024. [doi]

Broad Recommender System: An Efficient Nonlinear Collaborative Filtering ApproachLing Huang, Can-Rong Guan, Zhen-Wei Huang, Yuefang Gao, Chang-Dong Wang, C. L. Philip Chen. tetci, 8(4):2843-2857, August 2024. [doi]

Confidence-oriented Contrastive Graph ClusteringYan-Di Huang, Guang-yu Zhang, Dong Huang, Chang-Dong Wang, Yang Liu, Enbo Huang. ijcnn 2024: 1-8 [doi]

Resource Optimized Network Virtualization Empowered Metaverse for Wireless NetworksLatif U. Khan, Mohsen Guizani, Chang-Dong Wang, Di Wu 0001. icc 2024: 4251-4256 [doi]

MuSAM: Mutual-Scenario-Aware Multimodal-Enhanced Representation Learning for Semantic SimilarityPei-Yuan Lai, Qing-Yun Dai, De-Zhang Liao, Zeng-Hui Wang, Chang-Dong Wang. tii, 20(9):11161-11170, September 2024. [doi]

BiMuF: a bi-directional recommender system with multi-semantic filter for online recruitmentPei-Yuan Lai, Zhe-Rui Yang, Qing-Yun Dai, De-Zhang Liao, Chang-Dong Wang. kais, 66(3):1751-1776, March 2024. [doi]

MIGP: Metapath Integrated Graph Prompt Neural NetworkPei-Yuan Lai, Qing-Yun Dai, Yi-Hong Lu, Zeng-Hui Wang, Man-Sheng Chen, Chang-Dong Wang. NN, 179:106595, 2024. [doi]

3S: Organized R&D Resource Recommendation System Based on Task-Driven and Knowledge Graph Pre-trainingPei-Yuan Lai, Yu-Xuan Zhou, Cheng Li, Shi-Yu Liu, Xiao-Dong Liao, De-Zhang Liao, Chang-Dong Wang. dasfaa 2024: 443-446 [doi]

Knowledge-Aware Explainable Reciprocal RecommendationKai-Huang Lai, Zhe-Rui Yang, Pei-Yuan Lai, Chang-Dong Wang, Mohsen Guizani, Min Chen. AAAI 2024: 8636-8644 [doi]

Towards Scalable Multi-View Clustering via Joint Learning of Many Bipartite GraphsJinghuan Lao, Dong Huang 0001, Chang-Dong Wang, Jian-Huang Lai. tbd, 10(1):77-91, February 2024. [doi]

Unveiling the potential of long-range dependence with mask-guided structure learning for hypergraphFangyuan Lei, Jiahao Huang, Jianjian Jiang, Da Huang, Zhengming Li, Chang-Dong Wang. kbs, 284:111254, 2024. [doi]

Refining Graph Structure for Incomplete Multi-View ClusteringXiang-Long Li, Man-Sheng Chen, Chang-Dong Wang, Jian-Huang Lai. tnn, 35(2):2300-2313, February 2024. [doi]

Temporal Hierarchical Graph Attention Network for Traffic Prediction with Prompt LearningCheng Li, Pei-Yuan Lai, Yu-Xuan Zhou, Chang-Dong Wang. iwcmc 2024: 1460-1465 [doi]

GPSR: Graph Prompt for Session-Based RecommendationCheng Li, Pei-Yuan Lai, Yi-Hong Lu, De-Zhang Liao, Xiao Dong Huang, Chang-Dong Wang. dasfaa 2024: 203-219 [doi]

ER-GET: Emotion Recognition Based on Global ECG TrajectoryYa Li, Runxi Tan, Tianxin Lin, Qing Liu, Chang-Dong Wang, Min Chen 0003. titb, 28(9):5201-5213, September 2024. [doi]

Towards Effective and Robust Graph Contrastive Learning With Graph AutoencodingWen-Zhi Li, Chang-Dong Wang, Jian-Huang Lai, Philip S. Yu. tkde, 36(2):868-881, February 2024. [doi]

Multi-View Graph Learning by Joint Modeling of Consistency and InconsistencyYouwei Liang, Dong Huang 0001, Chang-Dong Wang, Philip S. Yu. tnn, 35(2):2848-2862, February 2024. [doi]

Incomplete Data Meets Uncoupled Case: A Challenging Task of Multiview ClusteringJia-Qi Lin, Xiang-Long Li, Man-Sheng Chen, Chang-Dong Wang, Haizhang Zhang. tnn, 35(6):8097-8110, June 2024. [doi]

A Tensor Approach for Uncoupled Multiview ClusteringJia-Qi Lin, Man-Sheng Chen, Chang-Dong Wang, Haizhang Zhang. tcyb, 54(2):1236-1249, February 2024. [doi]

An Unsupervised Domain Adaption Method for Fault Diagnosis via Multichannel Variational Hypergraph AutoencoderXiangmin Luo, Ziwei Chen, Da Huang, Fangyuan Lei, Chang-Dong Wang, Iman Yi Liao. tim, 73:1-16, 2024. [doi]

Hierarchical Alignment With Polar Contrastive Learning for Next-Basket RecommendationTing-Ting Su, Chang-Dong Wang, Wudong Xi, Jian-Huang Lai, Philip S. Yu. tkde, 36(1):199-210, January 2024. [doi]

Resource-Aware Split Federated Learning for Fall Detection in the MetaverseMohamad Wazzeh, Ahmad Hammoud, Mohsen Guizani, Azzam Mourad, Hadi Otrok, Chamseddine Talhi, Zbigniew Dziong, Chang-Dong Wang. wimob 2024: 626-631 [doi]

Time-Aware Multibehavior Contrastive Learning for Social RecommendationChuyuan Wei, Chuanhao Hu, Chang-Dong Wang, Shuqiang Huang. tii, 20(4):6424-6435, April 2024. [doi]

Motif-Based Contrastive Learning for Community DetectionXunxun Wu, Chang-Dong Wang, Jia-Qi Lin, Wu-Dong Xi, Philip S. Yu. tnn, 35(9):11706-11719, September 2024. [doi]

Connectivity-preserving rendezvous in discrete-time multi-agent systems via relative neighborhood proximity graphGuangqiang Xie, Biwei Zhong, Haoran Xu, Yang Li 0102, Xianbiao Hu, Chang-Dong Wang. tinstmc, 46(4):771-784, February 2024. [doi]

Consensus Seeking in Large-Scale Multiagent Systems With Hierarchical Switching-Backbone TopologyGuangqiang Xie, Haoran Xu, Yang Li 0102, Chang-Dong Wang, Biwei Zhong, Xianbiao Hu. tnn, 35(11):15810-15824, November 2024. [doi]

Sequential Trajectory Data Publishing With Adaptive Grid-Based Weighted Differential PrivacyGuangqiang Xie, Haoran Xu, Jiyuan Xu, Shupeng Zhao, Yang Li 0102, Chang-Dong Wang, Xianbiao Hu, Yonghong Tian 0001. tkde, 36(12):9249-9262, December 2024. [doi]

Deep image clustering with contrastive learning and multi-scale graph convolutional networksYuankun Xu, Dong Huang 0001, Chang-Dong Wang, Jian-Huang Lai. PR, 146:110065, February 2024. [doi]

Collaborative Meta-Path Modeling for Explainable RecommendationZhe-Rui Yang, Zhen-Yu He, Chang-Dong Wang, Jian-Huang Lai, Zhihong Tian. tcss, 11(2):1805-1815, April 2024. [doi]

Sparse K-means clustering algorithm with anchor graph regularizationXiaojun Yang, Weihao Zhao, Yuxiong Xu, Chang-Dong Wang, Bin Li, Feiping Nie 0001. isci, 667:120504, 2024. [doi]

Multi-view Heterogeneous Graph Neural Networks for Node ClassificationXi Zeng, Fangyuan Lei, Chang-Dong Wang, Qing-Yun Dai. dase, 9(3):294-308, September 2024. [doi]

Tensorized Incomplete Multi-view Kernel Subspace ClusteringGuang-yu Zhang, Dong Huang 0001, Chang-Dong Wang. NN, 179:106529, 2024. [doi]

Unified and Tensorized Incomplete Multi-View Kernel Subspace ClusteringGuang-yu Zhang, Dong Huang 0001, Chang-Dong Wang. tetci, 8(2):1550-1566, April 2024. [doi]

Unified Representation Learning for Multi-View Clustering by Between/Within View Deep MajorizationYue Zhang, Sirui Yang, Weitian Huang, Chang-Dong Wang, Hongmin Cai. tetci, 8(1):615-626, February 2024. [doi]

Online Feature Selection With Varying Feature SpacesShengda Zhuo, Jin-Jie Qiu, Chang-Dong Wang, Shu-qiang Huang. tkde, 36(9):4806-4819, September 2024. [doi]

2023

Fast Multi-View Clustering Via Ensembles: Towards Scalability, Superiority, and SimplicityDong Huang 0001, Chang-Dong Wang, Jian-Huang Lai. tkde, 35(11):11388-11402, November 2023. [doi]

Seeking commonness and inconsistencies: A jointly smoothed approach to multi-view subspace clusteringXiaosha Cai, Dong Huang 0001, Guang-yu Zhang, Chang-Dong Wang. inffus, 91:364-375, 2023. [doi]

Multiparty Secure Broad Learning System for Privacy PreservingXiao-Kai Cao, Chang-Dong Wang, Jian-Huang Lai, Qiong Huang 0001, C. L. Philip Chen. tcyb, 53(10):6636-6648, October 2023. [doi]

KGTN: Knowledge Graph Transformer Network for explainable multi-category item recommendationChao Chang, Junming Zhou, Yu Weng, Xiangwei Zeng, Zhengyang Wu, Chang-Dong Wang, Yong Tang 0001. kbs, 278:110854, October 2023. [doi]

Multi-Information Preprocessing Event Extraction With BiLSTM-CRF Attention for Academic Knowledge Graph ConstructionChao Chang, Yong Tang 0001, Yongxu Long, Kun Hu, Ying Li, Jianguo Li, Chang-Dong Wang. tcss, 10(5):2713-2724, October 2023. [doi]

Low-Rank Tensor Based Proximity Learning for Multi-View ClusteringMansheng Chen, Chang-Dong Wang, Jian-Huang Lai. tkde, 35(5):5076-5090, May 2023. [doi]

Adversarial Spam Detector With Character Similarity NetworkYan-Hui Chen, Ling Huang, Chang-Dong Wang, Min Fu, Shu-qiang Huang, Jianyi Huang, Youwei Tan, Chenfan Yan. tii, 19(3):2541-2551, March 2023. [doi]

On Regularizing Multiple Clusterings for Ensemble Clustering by Graph Tensor LearningMansheng Chen, Jia-Qi Lin, Chang-Dong Wang, Wu-Dong Xi, Dong Huang 0001. mm 2023: 3069-3077 [doi]

Strongly augmented contrastive clusteringXiaozhi Deng, Dong Huang 0001, Ding-Hua Chen, Chang-Dong Wang, Jian-Huang Lai. PR, 139:109470, July 2023. [doi]

Heterogeneous Tri-stream Clustering NetworkXiaozhi Deng, Dong Huang 0001, Chang-Dong Wang. npl, 55(5):6533-6546, October 2023. [doi]

3SR: Global Graph Guided Session-Based RecommendationZhi-Hong Deng, Chang-Dong Wang, Ling Huang, Jian-Huang Lai, Philip S. Yu. tnn, 34(12):9671-9684, December 2023. [doi]

Hybrid-Order Anomaly Detection on Attributed NetworksLing Huang, Ye Zhu, Yuefang Gao, Tuo Liu, Chao Chang, Caixing Liu, Yong Tang 0001, Chang-Dong Wang. tkde, 35(12):12249-12263, December 2023. [doi]

Higher Order Connection Enhanced Community Detection in Adversarial Multiview NetworksLing Huang, Chang-Dong Wang, Philip S. Yu. tcyb, 53(5):3060-3074, May 2023. [doi]

HB-DSBM: Modeling the Dynamic Complex Networks From Community Level to Node LevelPengfei Jiao, Tianpeng Li, Huaming Wu, Chang-Dong Wang, Dongxiao He, Wenjun Wang 0002. tnn, 34(11):8310-8323, November 2023. [doi]

Auto Graph Filtering for Bundle RecommendationXiang-Long Li, Wu-Dong Xi, Xing-Xing Xing, Chang-Dong Wang. icdm 2023: 299-308 [doi]

HomoGCL: Rethinking Homophily in Graph Contrastive LearningWen-Zhi Li, Chang-Dong Wang, Hui Xiong, Jian-Huang Lai. kdd 2023: 1341-1352 [doi]

GraphSHA: Synthesizing Harder Samples for Class-Imbalanced Node ClassificationWen-Zhi Li, Chang-Dong Wang, Hui Xiong, Jian-Huang Lai. kdd 2023: 1328-1340 [doi]

Signal Contrastive Enhanced Graph Collaborative Filtering for RecommendationZhi-yuan Li, Mansheng Chen, Yuefang Gao, Chang-Dong Wang. dase, 8(3):318-328, September 2023. [doi]

Self-Supervised Group Graph Collaborative Filtering for Group RecommendationKang Li, Chang-Dong Wang, Jian-Huang Lai, Huaqiang Yuan. wsdm 2023: 69-77 [doi]

Hypergraph Attribute Attention Network for Community RecommendationKang Li, Wu-Dong Xi, Xing-Xing Xing, Chang-Dong Wang. icdm 2023: 269-278 [doi]

Telecom Fraud Detection Based on Feature Binning and AutoencoderFei-Yao Liang, Fei-Peng Li, Ronghai Xu, Wei Cheng, Shi-Xian Deng, Zhe-Rui Yang, Chang-Dong Wang. icdm 2023: 368-377 [doi]

HOLT-Net: Detecting smokers via human-object interaction with lite transformer networkHua-Bao Ling, Dong Huang 0001, Jinrong Cui, Chang-Dong Wang. eaai, 126:106919, November 2023. [doi]

Multiview Clustering via Proximity Learning in Latent Representation SpaceBao-Yu Liu, Ling Huang, Chang-Dong Wang, Jian-Huang Lai, Philip S. Yu. tnn, 34(2):973-986, February 2023. [doi]

PKAT: Pre-training in Collaborative Knowledge Graph Attention Network for RecommendationYi-Hong Lu, Chang-Dong Wang, Pei-Yuan Lai, Jian-Huang Lai. icdm 2023: 448-457 [doi]

MCRec: Multi-channel Gated Gifts RecommendationTing-Ting Su, Wu-Dong Xi, Xing-Xing Xing, Chang-Dong Wang. icdm 2023: 548-557 [doi]

Cross-Subject Tinnitus Diagnosis Based on Multi-Band EEG Contrastive Representation LearningChang-Dong Wang, Xi-Ran Zhu, Xueqing Zhou, Jiahong Li, Liping Lan, Dong Huang 0001, Yiqing Zheng, Yue-Xin Cai. titb, 27(7):3187-3197, July 2023. [doi]

Consensus enhancement for multi-agent systems with rotating-segmentation perceptionGuangqiang Xie, Haoran Xu, Yang Li 0102, Xianbiao Hu, Chang-Dong Wang. apin, 53(5):5750-5765, March 2023. [doi]

ALGCN: Accelerated Light Graph Convolution Network for RecommendationRonghai Xu, Haijun Zhao, Zhi-yuan Li, Chang-Dong Wang. dasfaa 2023: 221-236 [doi]

Explicit Message-Passing Heterogeneous Graph Neural NetworkLei Xu, Zhen-Yu He, Kai Wang, Chang-Dong Wang, Shu-qiang Huang. tkde, 35(7):6916-6929, July 2023. [doi]

Knowledge Prompt-tuning for Sequential RecommendationJianyang Zhai, Xiawu Zheng, Chang-Dong Wang, Hui Li, Yonghong Tian 0001. mm 2023: 6451-6461 [doi]

Facilitated low-rank multi-view subspace clusteringGuang-yu Zhang, Dong Huang 0001, Chang-Dong Wang. kbs, 260:110141, 2023. [doi]

ProtoMix: Learnable Data Augmentation on Few-Shot Features with Vector Quantization in CTR PredictionHaijun Zhao, Ronghai Xu, Chang-Dong Wang, Ying Jiang. adma 2023: 709-723 [doi]

Deep Temporal Contrastive ClusteringYing Zhong, Dong Huang 0001, Chang-Dong Wang. npl, 55(6):7869-7885, December 2023. [doi]

2022

Toward Multidiversified Ensemble Clustering of High-Dimensional Data: From Subspaces to Metrics and BeyondDong Huang 0001, Chang-Dong Wang, Jian-Huang Lai, Chee-Keong Kwoh 0001. tcyb, 52(11):12231-12244, 2022. [doi]

Hybrid-Order Gated Graph Neural Network for Session-Based RecommendationYan-Hui Chen, Ling Huang, Chang-Dong Wang, Jian-Huang Lai. tii, 18(3):1458-1467, 2022. [doi]

Coupled Learning for Kernel Representation and Graph Tensor in Multi-view Subspace ClusteringMansheng Chen, Chang-Dong Wang, Dong Huang 0001, Jian-Huang Lai. prcv 2022: 601-613 [doi]

D-TRACE: Deep Triply-Aligned ClusteringDing-Hua Chen, Dong Huang 0001, Haiyan Cheng, Chang-Dong Wang. icann 2022: 526-537 [doi]

Adaptively-weighted Integral Space for Fast Multiview ClusteringMansheng Chen, Tuo Liu, Chang-Dong Wang, Dong Huang 0001, Jian-Huang Lai. mm 2022: 3774-3782 [doi]

Representation Learning in Multi-view Clustering: A Literature ReviewMansheng Chen, Jia-Qi Lin, Xiang-Long Li, Bao-Yu Liu, Chang-Dong Wang, Dong Huang 0001, Jian-Huang Lai. dase, 7(3):225-241, 2022. [doi]

DIAG: A Deep Interaction-Attribute-Generation model for user-generated item recommendationLing Huang, Bi-Yi Chen, Hai-Yi Ye, Rong-Hua Lin, Yong Tang 0001, Min Fu, Jianyi Huang, Chang-Dong Wang. kbs, 243:108463, 2022. [doi]

GHOC: A generative model for hybrid-order community detectionLing Huang, Yong Tang 0001, Chengzhou Fu, Jinfeng Wang 0003, Chang-Dong Wang. ijis, 37(11):9055-9079, 2022. [doi]

Basket Booster for Prototype-based Contrastive Learning in Next Basket RecommendationTing-Ting Su, Zhen-Yu He, Mansheng Chen, Chang-Dong Wang. pkdd 2023: 574-589 [doi]

Cross-Domain Explicit-Implicit-Mixed Collaborative Filtering Neural NetworkChang-Dong Wang, Yan-Hui Chen, Wu-Dong Xi, Ling Huang, Guangqiang Xie. tsmc, 52(11):6983-6997, 2022. [doi]

A BP Neural Network Based Recommender Framework With Attention MechanismChang-Dong Wang, Wu-Dong Xi, Ling Huang, Yin-Yu Zheng, Zi-Yuan Hu, Jian-Huang Lai. tkde, 34(7):3029-3043, 2022. [doi]

Deep Rating and Review Neural Network for Item RecommendationWu-Dong Xi, Ling Huang, Chang-Dong Wang, Yin-Yu Zheng, Jian-Huang Lai. tnn, 33(11):6726-6736, 2022. [doi]

Application of Convolutional Neural Network and Data Preprocessing by Mutual Dimensionless and Similar Gram Matrix in Fault DiagnosisJianbin Xiong, ChunLin Li, Chang-Dong Wang, Jian Cen, Qi Wang 0030, Shuize Wang. tii, 18(2):1061-1071, 2022. [doi]

A Bi-directional Recommender System for Online RecruitmentZhe-Rui Yang, Zhen-Yu He, Chang-Dong Wang, Pei-Yuan Lai, De-Zhang Liao, Zhong-Zheng Wang. icdm 2022: 628-637 [doi]

Kernelized multi-view subspace clustering via auto-weighted graph learningGuang-yu Zhang, Xiao-Wei Chen, Yu-ren Zhou, Chang-Dong Wang, Dong Huang 0001, Xiao-yu He. apin, 52(1):716-731, 2022. [doi]

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