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2024

Shilling Black-Box Recommender Systems by Learning to Generate Fake User ProfilesChen Lin 0001, Si Chen, Meifang Zeng, Sheng Zhang, Min Gao 0001, Hui Li 0057. tnn, 35(1):1305-1319, January 2024. [doi]

Multi-Time Scale Aware Host Task Preferred Learning for WEEE return predictionYujiang Wu, Min Gao 0001, Ruiqi Liu, Jie Zeng, Quanwu Zhao, Jinyong Gao, Jia Zhang. eswa, 238(Part E):122160, March 2024. [doi]

2023

Expanding Reverse Nearest NeighborsWentao Li 0001, Maolin Cai, Min Gao 0001, Dong Wen 0001, Lu Qin 0001, Wei Wang 0011. pvldb, 17(4):630-642, December 2023. [doi]

Who are the Best Adopters? User Selection Model for Free Trial Item PromotionShiqi Wang 0018, Chongming Gao, Min Gao 0001, Junliang Yu, Zongwei Wang, Hongzhi Yin. tbd, 9(2):746-757, April 2023. [doi]

Multi-views contrastive learning for dense text retrievalYang Yu 0033, Jun Zeng, Lin Zhong, Min Gao 0001, Junhao Wen, Yingbo Wu. kbs, 274:110624, 2023. [doi]

Feature-based POI grouping with transformer for next point of interest recommendationYuhang He, Wei Zhou 0028, Fengji Luo, Min Gao 0001, Junhao Wen. asc, 147:110754, November 2023. [doi]

Meta-prompt based learning for low-resource false information detectionYinqiu Huang, Min Gao 0001, Jia Wang, Junwei Yin, Kai Shu, Qilin Fan, Junhao Wen. ipm, 60(3):103279, May 2023. [doi]

SimCPD: a simple framework for contrastive prompts of target-aspect-sentiment joint detectionCai Ke, Qingyu Xiong, Chao Wu, Hualing Yi, Min Gao 0001, Jie Chen. nca, 35(22):16577-16592, August 2023. [doi]

A heterogeneous multi-relations-based method for knowledge-intensive service recommendationMei Long, Xu Wang, Peiji Liu, Yinghui Tao, Min Gao 0001, Guangzhu Tan, Biyu Yang. candie, 181:109327, July 2023. [doi]

Next POI Recommendation Based on Spatial and Temporal Disentanglement RepresentationHongjin Tao, Jun Zeng, Ziwei Wang, Min Gao 0001, Junhao Wen. icws 2023: 84-90 [doi]

Predictive and Contrastive: Dual-Auxiliary Learning for RecommendationYinghui Tao, Min Gao 0001, Junliang Yu, Zongwei Wang, Qingyu Xiong, Xu Wang. tcss, 10(5):2254-2265, October 2023. [doi]

Efficient Bi-Level Optimization for Recommendation DenoisingZongwei Wang, Min Gao 0001, Wentao Li, Junliang Yu, Linxin Guo, Hongzhi Yin. kdd 2023: 2502-2511 [doi]

Point-of-interest Recommendation using Deep Semantic ModelZiwei Wang, Jun Zeng, Junhao Wen, Min Gao 0001, Wei Zhou 0028. eswa, 231:120727, November 2023. [doi]

FinD: Fine-grained discrepancy-based fake news detection enhanced by event abstract generationJia Wang, Min Gao 0001, Yinqiu Huang, Kai Shu, Hualing Yi. csl, 78:101461, 2023. [doi]

Joint modelling of task requirements and worker preferences based on heterogeneous features and multiple interactions for knowledge-intensive crowdsourcing recommendationBiyu Yang, Xu Wang, Shuai Zhang, Min Gao 0001, Jiejie Tian, Guangzhu Tan, Linda Yang, Jiafu Su. ijbic, 22(2):105-116, 2023. [doi]

LGSA: A next POI prediction method by using local and global interest with spatiotemporal awarenessJun Zeng, Yizhu Zhao, Ziwei Wang, Hongjin Tao, Min Gao 0001, Junhao Wen. eswa, 227:120291, October 2023. [doi]

Multi-time Scale Attention Network for WEEE reverse logistics return predictionJia Zhang, Min Gao 0001, Liang Zhao, Jiaqi Hu, Jinyong Gao, Meiling Deng, Chao Wan, Linda Yang. eswa, 211:118610, 2023. [doi]

2022

Manipulating Structural Graph ClusteringWentao Li 0001, Min Gao 0001, Dong Wen, Hongwei Zhou, Cai Ke, Lu Qin 0001. icde 2022: 2749-2761 [doi]

SocialLGN: Light graph convolution network for social recommendationJie Liao, Wei Zhou 0028, Fengji Luo, Junhao Wen, Min Gao 0001, Xiuhua Li, Jun Zeng. isci, 589:595-607, 2022. [doi]

Gray-Box Shilling Attack: An Adversarial Learning ApproachZongwei Wang, Min Gao 0001, Jundong Li, Junwei Zhang 0004, Jiang Zhong. tist, 13(5), 2022. [doi]

Ada: Adversarial learning based data augmentation for malicious users detectionJia Wang, Min Gao 0001, Zongwei Wang, Chenghua Lin, Wei Zhou 0028, Junhao Wen. asc, 117:108414, 2022. [doi]

Multi-interaction fusion collaborative filtering for social recommendationXinyu Xiao, Junhao Wen, Wei Zhou 0028, Fengji Luo, Min Gao 0001, Jun Zeng. eswa, 205:117610, 2022. [doi]

Enhancing Social Recommendation With Adversarial Graph Convolutional NetworksJunliang Yu, Hongzhi Yin, Jundong Li, Min Gao 0001, Zi Huang, LiZhen Cui. tkde, 34(8):3727-3739, 2022. [doi]

A service composition method using improved hybrid teaching learning optimization algorithm in cloud manufacturingJun Zeng, Juan Yao, Min Gao 0001, Junhao Wen. jcloudc, 11:66, 2022. [doi]

BMAM: complete the missing POI in the incomplete trajectory via mask and bidirectional attention modelJun Zeng, Yizhu Zhao, Yang Yu, Min Gao 0001, Wei Zhou 0028, Junhao Wen. ejwcn, 2022(1):53, 2022. [doi]

ST-GSP: Spatial-Temporal Global Semantic Representation Learning for Urban Flow PredictionLiang Zhao, Min Gao 0001, Zongwei Wang. wsdm 2022: 1443-1451 [doi]

A Flow Prediction Model of Bike-Sharing Based on Cycling ContextYizhu Zhao, Jun Zeng, Min Gao 0001, Wei Zhou, Junhao Wen. colcom 2022: 73-92 [doi]

2021

Recommender systems based on generative adversarial networks: A problem-driven perspectiveMin Gao 0001, Junwei Zhang, Junliang Yu, Jundong Li, Junhao Wen, Qingyu Xiong. isci, 546:1166-1185, 2021. [doi]

Manipulating Black-Box Networks for Centrality PromotionWentao Li 0001, Min Gao 0001, Fan Wu, Wenge Rong, Junhao Wen, Lu Qin. icde 2021: 73-84 [doi]

Path-based reasoning over heterogeneous networks for recommendation via bidirectional modelingJunwei Zhang 0004, Min Gao 0001, Junliang Yu, Linda Yang 0002, Zongwei Wang, Qingyu Xiong. ijon, 461:438-449, 2021. [doi]

Fine-Grained Spatial-Temporal Representation Learning with Missing Data Completion for Traffic Flow PredictionShiqi Wang 0018, Min Gao 0001, Zongwei Wang, Jia Wang, Fan Wu, Junhao Wen. colcom 2021: 138-155 [doi]

PATR: A Novel Poisoning Attack Based on Triangle Relations Against Deep Learning-Based Recommender SystemsMeiling Chao, Min Gao 0001, Junwei Zhang 0004, Zongwei Wang, Quanwu Zhao, Yulin He. colcom 2021: 435-450 [doi]

DAFD: Domain Adaptation Framework for Fake News DetectionYinqiu Huang, Min Gao 0001, Jia Wang, Kai Shu. iconip 2021: 305-316 [doi]

Fusing hypergraph spectral features for shilling attack detectionHao Li, Min Gao 0001, Fengtao Zhou, Yueyang Wang, Qilin Fan, Linda Yang. istr, 63:103051, 2021. [doi]

Incremental semi-supervised Extreme Learning Machine for Mixed data stream classificationQiude Li, Qingyu Xiong, Shengfen Ji, Yang Yu, Chao Wu, Min Gao 0001. eswa, 185:115591, 2021. [doi]

Ready for emerging threats to recommender systems? A graph convolution-based generative shilling attackFan Wu, Min Gao 0001, Junliang Yu, Zongwei Wang, Kecheng Liu, Xu Wang. isci, 578:683-701, 2021. [doi]

A relative position attention network for aspect-based sentiment analysisChao Wu, Qingyu Xiong, Min Gao 0001, Qiude Li, Yang Yu, Kaige Wang. kais, 63(2):333-347, 2021. [doi]

Residual attention and other aspects module for aspect-based sentiment analysisChao Wu, Qingyu Xiong, Zhengyi Yang, Min Gao 0001, Qiude Li, Yang Yu, Kaige Wang, Qiwu Zhu. ijon, 435:42-52, 2021. [doi]

Multiple-element joint detection for Aspect-Based Sentiment AnalysisChao Wu, Qingyu Xiong, Hualing Yi, Yang Yu, Qiwu Zhu, Min Gao 0001, Jie Chen. kbs, 223:107073, 2021. [doi]

MSPLD: Shilling Attack Detection Model Based on Meta Self-Paced LearningYanjing Yang, Min Gao 0001, Yuerang Li, Fan Wu, Jia Wang, Quanwu Zhao. ijcnn 2021: 1-8 [doi]

Hybrid-TC: A Hybrid Teaching-Learning-Based Optimization Algorithm for Service Composition in Cloud ManufacturingJuan Yao, Jun Zeng, Junhao Wen, Wei Zhou 0028, Min Gao 0001. ijcnn 2021: 1-8 [doi]

Socially-Aware Self-Supervised Tri-Training for RecommendationJunliang Yu, Hongzhi Yin, Min Gao 0001, Xin Xia 0013, Xiangliang Zhang 0001, Nguyen Quoc Viet Hung. kdd 2021: 2084-2092 [doi]

Krylov Subspace Methods for Regularized Models in Acoustic Temperature Reconstruction From Simulated and Real MeasurementsYang Yu, Qingyu Xiong, Mei Yang, Chao Wu, Qiwu Zhu, Kai Wang 0003, Min Gao 0001. tim, 70:1-11, 2021. [doi]

PR-RCUC: A POI Recommendation Model Using Region-Based Collaborative Filtering and User-Based Mobile ContextJun Zeng, Haoran Tang, Yizhu Zhao, Min Gao 0001, Junhao Wen. monet, 26(6):2434-2444, 2021. [doi]

The Missing POI Completion Based on Bidirectional Masked Trajectory ModelJun Zeng, Yizhu Zhao, Yang Yu, Min Gao 0001, Wei Zhou 0028. colcom 2021: 229-243 [doi]

Modeling Multi-Attribute and Implicit Relationship Factors for Collaborative Filtering Recommender SystemHanwen Zhang, Wei Zhou 0028, Junhao Wen, Ling Liu 0001, Jun Zeng, Min Gao 0001. IEEEscc 2021: 71-78 [doi]

2020

2019

From similarity perspective: a robust collaborative filtering approach for service recommendationsMin Gao 0001, Bin Ling, Linda Yang, Junhao Wen, Qingyu Xiong, Shun Li. fcsc, 13(2):231-246, 2019. [doi]

Using fine-tuned conditional probabilities for data transformation of nominal attributesQiude Li, Qingyu Xiong, Shengfen Ji, Junhao Wen, Min Gao 0001, Yang Yu, Rui Xu. prl, 128:107-114, 2019. [doi]

SRRL: Select Reliable Friends for Social Recommendation with Reinforcement LearningZhenni Lu, Min Gao 0001, Xinyi Wang, Junwei Zhang, Haider Ali, Qingyu Xiong. iconip 2019: 631-642 [doi]

DMCM: A Deep Multi-Channel Model for Dynamic Movie RecommendationXinyi Wang, Min Gao 0001, Zhenni Lu, Zongwei Wang, Junwei Zhang, Yi Zhang. iconip 2019: 425-432 [doi]

A Minimax Game for Generative and Discriminative Sample Models for RecommendationZongwei Wang, Min Gao 0001, Xinyi Wang, Junliang Yu, Junhao Wen, Qingyu Xiong. pakdd 2019: 420-431 [doi]

Tourism Service Recommendation Based on User Influence in Social Networks and Time SeriesJianxin Ye, Qingyu Xiong, Qiude Li, Min Gao 0001, Rui Xu. hpcc 2019: 1445-1451 [doi]

A Novel Random Forest and its Application on Classification of Air QualityHualing Yi, Qingyu Xiong, Qinghong Zou, Rui Xu, Kai Wang 0003, Min Gao 0001. iiaiaai 2019: 35-38 [doi]

Generating Reliable Friends via Adversarial Training to Improve Social RecommendationJunliang Yu, Min Gao 0001, Hongzhi Yin, Jundong Li, Chongming Gao, Qinyong Wang. icdm 2019: 768-777 [doi]

A Method for Two-Dimensional Temperature Distribution Reconstruction Using Compactly Supported and Gaussian Radial Basis FunctionYang Yu, Qingyu Xiong, Rui Xu, Min Gao 0001, Chaoyin Li, Kai Wang 0003. iiaiaai 2019: 1083-1084 [doi]

Nonlinear Transformation for Multiple Auxiliary Information in Music RecommendationJunwei Zhang, Min Gao 0001, Junliang Yu, Xinyi Wang, Yuqi Song, Qingyu Xiong. ijcnn 2019: 1-8 [doi]

2018

Applications of Formal And Semi-formal Verification on Software Testing, High-level Synthesis And Energy InternetMin Gao 0001. PhD thesis, University of California, Los Angeles, USA, 2018. [doi]

Social Recommendation Based on Implicit Friends Discovering Via Meta-PathYuqi Song, Min Gao 0001, Junliang Yu, Qingyu Xiong. ictai 2018: 197-204 [doi]

融合矩阵分解与距离度量学习的社会化推荐算法 (Social Recommendation Method Integrating Matrix Factorization and Distance Metric Learning)Junhao Wen, Dawen Dai, Junliang Yu, Min Gao 0001, Yihao Zhang. jsjkx, 45(10):196-201, 2018. [doi]

Detection of Shilling Attack Based on Bayesian Model and User EmbeddingFan Yang, Min Gao 0001, Junliang Yu, Yuqi Song, Xinyi Wang. ictai 2018: 639-646 [doi]

Adaptive Implicit Friends Identification over Heterogeneous Network for Social RecommendationJunliang Yu, Min Gao 0001, Jundong Li, Hongzhi Yin, Huan Liu. CIKM 2018: 357-366 [doi]

2017

Collaborative Shilling Detection Bridging Factorization and User EmbeddingTong Dou, Junliang Yu, Qingyu Xiong, Min Gao 0001, Yuqi Song, Qianqi Fang. colcom 2018: 459-469 [doi]

PUED: A Social Spammer Detection Method Based on PU Learning and Ensemble LearningYuqi Song, Min Gao 0001, Junliang Yu, Wentao Li, Lulan Yu, Xinyu Xiao. colcom 2018: 143-152 [doi]

Integrating User Embedding and Collaborative Filtering for Social RecommendationsJunliang Yu, Min Gao 0001, Yuqi Song, Qianqi Fang, Wenge Rong, Qingyu Xiong. colcom 2018: 470-479 [doi]

Impact of the Important Users on Social Recommendation SystemZehua Zhao, Min Gao 0001, Junliang Yu, Yuqi Song, Xinyi Wang, Min Zhang. colcom 2018: 425-434 [doi]

Receding horizon guaranteed cost control for norm-bounded uncertain systems with actuator saturationJiaqi Zhong, Shan Liang, Qingyu Xiong, Min Gao 0001, Kai Wang 0003. ccta 2017: 1746-1750 [doi]

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