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ResearcherID: AFF-4116-2022

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Employment (3)

Southwestern University of Finance and Economics: Chengdu, CN

2025-01-01 to present | Professor (School of Computing and Artificial Intelligence)
Employment
Source: Self-asserted source
Qiang Gao

Southwestern University of Finance and Economics: Chengdu, CN

2022-12-01 to 2024-12-31 | Associate Professor (School of Computing and Artificial Intelligence)
Employment
Source: Self-asserted source
Qiang Gao

Southwestern University of Finance and Economics: Chengdu, Sichuan, CN

2021-03-08 to 2022-11-30 | Lecturer (School of Computing and Artificial Intelligence)
Employment
Source: Self-asserted source
Qiang Gao

Education and qualifications (2)

University of Electronic Science and Technology of China: Chengdu, Sichuan, CN

2016-09-01 to 2020-12-23 | Ph.D student (School of Information and Software Engineering)
Education
Source: Self-asserted source
Qiang Gao

Northwestern University: Evanston, Illinois, US

2019-10-01 to 2020-10-01 | Visiting Scholar (Department of Industrial Engineering and Management Sciences)
Education
Source: Self-asserted source
Qiang Gao

Works (41)

Extracting key insights from earnings call transcript via information-theoretic contrastive learning

Information Processing & Management
2025-05 | Journal article
DOI: 10.1016/j.ipm.2024.103998
Contributors: Yanlong Huang; Wenxin Tai; Fan Zhou; Qiang Gao; Ting Zhong
Source: check_circle
Crossref

Learning to discover anomalous spatiotemporal trajectory via Open-world State Space model

Knowledge-Based Systems
2025-02 | Journal article
DOI: 10.1016/j.knosys.2024.112918
Contributors: Qiang Gao; Chaoran Liu; Li Huang; Goce Trajcevski; Qing Guo; Fan Zhou
Source: check_circle
Crossref

Relational Stock Selection via Probabilistic State Space Learning

IEEE Transactions on Knowledge and Data Engineering
2025-02 | Journal article
DOI: 10.1109/TKDE.2024.3509267
Contributors: Qiang Gao; Zhengxiang Liu; Li Huang; Kunpeng Zhang; Jun Wang; Guisong Liu
Source: check_circle
Crossref

Disentanglement-Guided Spatial-Temporal Graph Neural Network for Metro Flow Forecasting (Student Abstract)

AAAI Conference on Artificial Intelligence
2024 | Conference paper
WOSUID: WOS:001239989100148
Contributors: Hong, Jinyu; Kuang, Ping; Gao, Qiang; Zhou, Fan
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Inferring Real Mobility in Presence of Fake Check-ins Data

ACM Transactions on Intelligent Systems and Technology
2024 | Journal article
DOI: 10.1145/3604941
WOSUID: WOS:001170039400012
Contributors: Gao, Qiang; Fu, Hongzhu; Zhang, Kunpeng; Trajcevski, Goce; Teng, Xu; Zhou, Fan
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Predicting Human Mobility via Self-Supervised Disentanglement Learning

IEEE Transactions on Knowledge and Data Engineering
2024 | Journal article
DOI: 10.1109/TKDE.2023.3317175
WOSUID: WOS:001196644600006
Contributors: Gao, Qiang; Hong, Jinyu; Xu, Xovee; Kuang, Ping; Zhou, Fan; Trajcevski, Goce
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Relational Fusion-based Stock Selection with Neural Recursive Ordinary Differential Equation Networks

Information Fusion
2024 | Journal article
DOI: 10.1016/J.INFFUS.2024.102468
WOSUID: WOS:001258317400001
Contributors: Gao, Qiang; Zhou, Xinzhu; Huang, Li; Zhang, Kunpeng; Liu, Siyuan; Zhou, Fan
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Spatial-Temporal Augmentation for Crime Prediction (Student Abstract)

AAAI Conference on Artificial Intelligence
2024 | Conference paper
WOSUID: WOS:001239989100138
Contributors: Fu, Hongzhu; Zhou, Fan; Guo, Qing; Gao, Qiang
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Cross-Regional Fraud Detection via Continual Learning With Knowledge Transfer

IEEE Transactions on Knowledge and Data Engineering
2024-12 | Journal article
DOI: 10.1109/TKDE.2024.3451161
Contributors: Yujie Li; Xin Yang; Qiang Gao; Hao Wang; Junbo Zhang; Tianrui Li
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Crossref

Hierarchical Active Learning With Label Proportions on Data Regions

IEEE Transactions on Knowledge and Data Engineering
2024-12 | Journal article
DOI: 10.1109/TKDE.2024.3419588
Contributors: Zhipeng Luo; Qiang Gao; Yazhou He; Hongjun Wang; Milos Hauskrecht; Tianrui Li
Source: check_circle
Crossref

Diffusion probabilistic model for bike-sharing demand recovery with factual knowledge fusion

Neural Networks
2024-11 | Journal article
DOI: 10.1016/j.neunet.2024.106538
Contributors: Li Huang; Pei Li; Qiang Gao; Guisong Liu; Zhipeng Luo; Tianrui Li
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Enhancing Dependency Dynamics in Traffic Flow Forecasting via Graph Risk Bootstrap

2024-10-29 | Conference paper
DOI: 10.1145/3678717.3691237
Contributors: Qiang Gao; Zizheng Wang; Li Huang; Goce Trajcevski; Kunpeng Zhang; Xueqin Chen
Source: check_circle
Crossref

Self-Explainable Next POI Recommendation

2024-07-10 | Conference paper
DOI: 10.1145/3626772.3657967
Contributors: Kai Yang; Yi Yang; Qiang Gao; Ting Zhong; Yong Wang; Fan Zhou
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Crossref

Contrastive Learning with Edge‐Wise Augmentation for Rumor Detection

International Journal of Intelligent Systems
2024-01 | Journal article
DOI: 10.1155/2024/3858526
Contributors: Nan Liu; Fengli Zhang; Qiang Gao; Xueqin Chen; Ersin Elbasi
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Dual-grained human mobility learning for location-aware trip recommendation with spatial-temporal graph knowledge fusion

Information Fusion
2023 | Journal article
DOI: 10.1016/J.INFFUS.2022.11.018
WOSUID: WOS:000891921400004
Contributors: Gao, Qiang; Wang, Wei; Huang, Li; Yang, Xin; Li, Tianrui; Fujita, Hamido
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Efficient Architecture Search for Continual Learning

IEEE Transactions on Neural Networks and Learning Systems
2023 | Journal article
DOI: 10.1109/TNNLS.2022.3151511
WOSUID: WOS:000764875300001
Contributors: Gao, Qiang; Luo, Zhipeng; Klabjan, Diego; Zhang, Fengli
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Enhancing Knowledge Transfer for Task Incremental Learning with Data-free Subnetwork

Advances in Neural Information Processing Systems (NeurIPS Proceedings)
2023 | Journal article
WOSUID: WOS:001220818805005
Contributors: Gao, Qiang; Shan, Xiaojun; Zhang, Yuchen; Zhou, Fan
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HBay: Predicting Human Mobility via Hyperspherical Bayesian Learning

2023 | Book chapter
DOI: 10.1007/978-3-031-40286-9_21
Contributors: Li Huang; Kai Liu; Chaoran Liu; Qiang Gao; Xiao Zhou; Guisong Liu
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Crossref

Open Anomalous Trajectory Recognition via Probabilistic Metric Learning

Proceedings of the Thirty-second International Joint Conference on Artificial Intelligence, Ijcai
2023 | Journal article
WOSUID: WOS:001202344202021
Contributors: Gao, Qiang; Wang, Xiaohan; Liu, Chaoran; Trajcevski, Goce; Huang, Li; Zhou, Fan
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Spatial-Temporal Contrasting for Fine-Grained Urban Flow Inference

IEEE Transactions on Big Data
2023 | Journal article
DOI: 10.1109/TBDATA.2023.3316471
WOSUID: WOS:001107490500008
Contributors: Xu, Xovee; Wang, Zhiyuan; Gao, Qiang; Zhong, Ting; Hui, Bei; Zhou, Fan; Trajcevski, Goce
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Spatial-Temporal Diffusion Probabilistic Learning for Crime Prediction

2023 | Book chapter
DOI: 10.1007/978-3-031-40286-9_22
Contributors: Qiang Gao; Hongzhu Fu; Yutao Wei; Li Huang; Xingmin Liu; Guisong Liu
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Crossref

Multi-granularity stock prediction with sequential three-way decisions

Information Sciences
2023-04 | Journal article
DOI: 10.1016/j.ins.2022.11.077
Part of ISSN: 0020-0255
Contributors: Xin Yang; Metoh Adler Loua; Meijun Wu; Li Huang; Qiang Gao
Source: Self-asserted source
Qiang Gao

CL-WSTC: Continual Learning for Weakly Supervised Text Classification on the Internet

2023-04-30 | Conference paper
DOI: 10.1145/3543507.3583249
Contributors: Miaomiao Li; Jiaqi Zhu; Xin Yang; Yi Yang; Qiang Gao; Hongan Wang
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Crossref

When Friendship Meets Sequential Human Check-ins: Inferring Social Circles with Variational Mobility

Neurocomputing
2023-01 | Journal article
DOI: 10.1016/j.neucom.2022.10.049
Part of ISSN: 0925-2312
Contributors: Qiang Gao; Fan Zhou; Xin Yang; Guisong Liu
Source: Self-asserted source
Qiang Gao
grade
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Contextual spatio-temporal graph representation learning for reinforced human mobility mining

Information Sciences
2022 | Journal article
DOI: 10.1016/J.INS.2022.05.049
WOSUID: WOS:000812227000014
Contributors: Gao, Qiang; Zhou, Fan; Zhong, Ting; Trajcevski, Goce; Yang, Xin; Li, Tianrui
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Dynamic Manifold Learning for Land Deformation Forecasting

Thirty-sixth Aaai Conference on Artificial Intelligence / Thirty-fourth Conference on Innovative Applications of Artificial Intelligence / the Twelveth Symposium on Educational Advances in Artificial Intelligence
2022 | Journal article
WOSUID: WOS:000893636204092
Contributors: Zhou, Fan; Li, Rongfan; Gao, Qiang; Trajcevski, Goce; Zhang, Kunpeng; Zhong, Ting
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Forgetting Prevention for Cross-regional Fraud Detection with Heterogeneous Trade Graph

ArXiv
2022 | Journal article
WOSUID: PPRN:12839192
Contributors: Li, Yujie; Yang, Yuxuan; Yang, Xin; Gao, Qiang; Zhou, Fan; Yang, Xin
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PMUSpill: The Counters in Performance Monitor Unit that Leak SGX-Protected Secrets

ArXiv
2022 | Journal article
WOSUID: PPRN:11429611
Contributors: Qiu, Pengfei; Lyu, Yongqiang; Wang, Haixia; Wang, Dongsheng; Liu, Chang; Gao, Qiang; Wang, Chunlu; Sun, Rihui; Qu, Gang
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Recommendation via Collaborative Diffusion Generative Model

Lecture Notes in Computer Science
2022 | Journal article
DOI: 10.1007/978-3-031-10989-8_47
WOSUID: WOS:000877300200047
Contributors: Walker, Joojo; Zhong, Ting; Zhang, Fengli; Gao, Qiang; Zhou, Fan
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Self-supervised representation learning for trip recommendation

Knowledge-Based Systems
2022 | Journal article
DOI: 10.1016/J.KNOSYS.2022.108791
WOSUID: WOS:000916595600009
Contributors: Gao, Qiang; Wang, Wei; Zhang, Kunpeng; Yang, Xin; Miao, Congcong; Li, Tianrui
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Adversarial Human Trajectory Learning for Trip Recommendation

IEEE Transactions on Neural Networks and Learning Systems
2021 | Journal article
DOI: 10.1109/tnnls.2021.3058102
Part of ISSN: 2162-237X
Part of ISSN: 2162-2388
Source: Self-asserted source
Qiang Gao
grade
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Self-supervised human mobility learning for next location prediction and trajectory classification

Knowledge-Based Systems
2021 | Journal article
DOI: 10.1016/J.KNOSYS.2021.107214
WOSUID: WOS:000685986700003
Contributors: Zhou, Fan; Dai, Yurou; Gao, Qiang; Wang, Pengyu; Zhong, Ting
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Self-supervised Representation Learning for Trip Recommendation

ArXiv
2021 | Journal article
WOSUID: PPRN:11916620
Contributors: Gao, Qiang; Wang, Wei; Zhang, Kunpeng; Yang, Xin; Miao, Congcong
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Adversarial Mobility Learning for Human Trajectory Classification

IEEE Access
2020 | Journal article
DOI: 10.1109/ACCESS.2020.2968935
WOSUID: WOS:000525390100064
Contributors: Gao, Qiang; Zhang, Fengli; Yao, Fuming; Li, Ailing; Mei, Lin; Zhou, Fan
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DeepTrip

Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems - SIGSPATIAL '19
2019 | Other
DOI: 10.1145/3347146.3359088
Contributors: Qiang Gao; Goce Trajcevski; Fan Zhou; Kunpeng Zhang; Ting Zhong; Fengli Zhang
Source: Self-asserted source
Qiang Gao via Crossref Metadata Search

Predicting Human Mobility via Variational Attention

International World Wide Web Conference
2019 | Conference paper
DOI: 10.1145/3308558.3313610
WOSUID: WOS:000483508402085
Contributors: Gao, Qiang; Zhou, Fan; Trajcevski, Goce; Zhang, Kunpeng; Zhong, Ting; Zhang, Fengli
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Trajectory-based Social Circle Inference

Acm Sigspatial International Conference on Advances in Geographic Information Systems (acm Sigspatial Gis)
2018 | Conference paper
DOI: 10.1145/3274895.3274908
WOSUID: WOS:000494256300041
Contributors: Gao, Qiang; Trajcevski, Goce; Zhou, Fan; Zhang, Kunpeng; Zhong, Ting; Zhang, Fengli
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Trajectory-User Linking via Variational AutoEncoder

International Joint Conference on Artificial Intelligence
2018 | Conference paper
WOSUID: WOS:000764175403050
Contributors: Zhou, Fan; Gao, Qiang; Trajcevski, Goce; Zhang, Kunpeng; Zhong, Ting; Zhang, Fengli
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Trajectory-User Linking via Variational AutoEncoder

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence
2018-07 | Other
DOI: 10.24963/ijcai.2018/446
Contributors: Fan Zhou; Qiang Gao; Goce Trajcevski; Kunpeng Zhang; Ting Zhong; Fengli Zhang
Source: Self-asserted source
Qiang Gao via Crossref Metadata Search

Identifying Human Mobility via Trajectory Embeddings

International Joint Conference on Artificial Intelligence
2017 | Conference paper
WOSUID: WOS:000764137501112
Contributors: Gao, Qiang; Zhou, Fan; Zhang, Kunpeng; Trajcevski, Goce; Luo, Xucheng; Zhang, Fengli
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Identifying Human Mobility via Trajectory Embeddings

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence
2017-08 | Other
DOI: 10.24963/ijcai.2017/234
Contributors: Qiang Gao; Fan Zhou; Kunpeng Zhang; Goce Trajcevski; Xucheng Luo; Fengli Zhang
Source: Self-asserted source
Qiang Gao via Crossref Metadata Search

Peer review (43 reviews for 15 publications/grants)

Review activity for ACM transactions on knowledge discovery from data. (4)
Review activity for ACM transactions on spatial algorithms and systems. (2)
Review activity for Engineering applications of artificial intelligence. (4)
Review activity for Expert systems with applications. (1)
Review activity for Geoinformatica. (1)
Review activity for IEEE access : (5)
Review activity for IEEE transactions on knowledge and data engineering. (5)
Review activity for IEEE transactions on neural networks and learning systems. (4)
Review activity for Information fusion. (3)
Review activity for Information sciences. (1)
Review activity for Intelligent transportation systems, IEEE transactions on. (3)
Review activity for Knowledge-based systems. (5)
Review activity for Neural networks. (1)
Review activity for Neurocomputing. (3)
Review activity for Pattern recognition. (1)
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