[1] Bin Lu, Ze Zhao, Xiaoying Gan, Shiyu Liang, Luoyi Fu, Xinbing Wang, Chenghu Zhou: Graph Out-of-Distribution Generalization With Controllable Data Augmentation. IEEE Trans. Knowl. Data Eng. 36(11): 6317-6329 (2024)
[2] Bin Lu, Tingyan Ma, Xiaoying Gan, Xinbing Wang, Yunqiang Zhu, Chenghu Zhou, Shiyu Liang: Temporal Generalization Estimation in Evolving Graphs. ICLR 2024
[3] Bin Lu, Ze Zhao, Luyu Han, Xiaoying Gan, Yuntao Zhou, Lei Zhou, Luoyi Fu, Xinbing Wang, Chenghu Zhou, Jing Zhang: OxyGenerator: Reconstructing Global Ocean Deoxygenation Over a Century with Deep Learning. ICML 2024
[4] Gu Tang, Xiaoying Gan, Jinghe Wang, Bin Lu, Lyuwen Wu, Luoyi Fu, Chenghu Zhou: EditKG: Editing Knowledge Graph for Recommendation. SIGIR 2024: 112-122
[5] Tingyan Ma, Wei Liu, Bin Lu, Xiaoying Gan, Yunqiang Zhu, Luoyi Fu, Chenghu Zhou: AutoFAIR : Automatic Data FAIRification via Machine Reading. VLDB Workshops 2024
[6] Lina Yang, Bin Lu, Xiaoying Gan: Graph Open-Set Recognition via Entropy Message Passing. ICDM 2023: 1469-1474
[7] Bin Lu, Lyuwen Wu, Lina Yang, Chenxing Sun, Wei Liu, Xiaoying Gan, Shiyu Liang, Luoyi Fu, Xinbing Wang, Chenghu Zhou: DataExpo: A One-Stop Dataset Service for Open Science Research. WWW (Companion Volume) 2023: 32-36
[8] Xiong Wang, Riheng Jia, Luoyi Fu, Haiming Jin, Xiaohua Tian, Xiaoying Gan, Xinbing Wang: Online Spatial Crowdsensing With Expertise-Aware Truth Inference and Task Allocation. IEEE J. Sel. Areas Commun. 40(1): 412-427 (2022)
[9] Bin Lu, Xiaoying Gan, Haiming Jin, Luoyi Fu, Xinbing Wang, Haisong Zhang: Make More Connections: Urban Traffic Flow Forecasting with Spatiotemporal Adaptive Gated Graph Convolution Network. ACM Trans. Intell. Syst. Technol. 13(2): 28:1-28:25 (2022)
[10] Yuqing Li, Wenkuan Dai, Xiaoying Gan, Haiming Jin, Luoyi Fu, Huadong Ma, Xinbing Wang: Cooperative Service Placement and Scheduling in Edge Clouds: A Deadline-Driven Approach. IEEE Trans. Mob. Comput. 21(10): 3519-3535 (2022)
[11] Bin Lu, Xiaoying Gan, Lina Yang, Weinan Zhang, Luoyi Fu, Xinbing Wang: Geometer: Graph Few-Shot Class-Incremental Learning via Prototype Representation. KDD 2022: 1152-1161
[12] Bin Lu, Xiaoying Gan, Weinan Zhang, Huaxiu Yao, Luoyi Fu, Xinbing Wang: Spatio-Temporal Graph Few-Shot Learning with Cross-City Knowledge Transfer. KDD 2022: 1162-1172
[13] Haoxiang Zhang, Xiaoying Gan, Luoyi Fu, Liyao Xiang, Haiming Jin: Spatiotemporal Graph Neural Network for Traffic Prediction Exploiting Cascading Behavior. GLOBECOM 2021: 1-6
[14] Xiong Wang, Riheng Jia, Xiaohua Tian, Xiaoying Gan, Luoyi Fu, Xinbing Wang: Location-Aware Crowdsensing: Dynamic Task Assignment and Truth Inference. IEEE Trans. Mob. Comput. 19(2): 362-375 (2020)
[15] Xiaoying Gan, Zesen Zhang, Luoyi Fu, Xudong Wu, Xinbing Wang: Unraveling Impact of Critical Sensing Range on Mobile Camera Sensor Networks. IEEE Trans. Mob. Comput. 19(4): 982-996
[16] Yuqing Li, Xiong Wang, Xiaoying Gan, Haiming Jin, Luoyi Fu, Xinbing Wang: Learning-Aided Computation Offloading for Trusted Collaborative Mobile Edge Computing. IEEE Trans. Mob. Comput. 19(12): 2833-2849 (2020)
[17] Xiaoying Gan, Chen Feng, Zhida Qin, Ge Zhang, Huaying Wu, Luoyi Fu, Xinbing Wang, Huadong Ma: Relay-Assisted Multicast With Markov Mobility. IEEE Trans. Netw. Sci. Eng. 7(3): 1055-1066 (2020)
[18] Zhida Qin, Ziquan You, Haiming Jin, Xiaoying Gan, Jingchao Wang: Homophily-Driven Evolution Increases the Diffusion Accuracy in Social Networks. IEEE Trans. Netw. Sci. Eng. 7(4): 2680-2692 (2020)
[19] Bin Lu, Xiaoying Gan, Haiming Jin, Luoyi Fu, Haisong Zhang: Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting. CIKM 2020: 1025-1034 (2020)
[20] Zhida Qin, Xiaoying Gan, Jia Liu, Hongqiu Wu, Haiming Jin, Luoyi Fu: Exploring Best Arm with Top Reward-Cost Ratio in Stochastic Bandits. INFOCOM 2020: 159-168
[21] Xiaoying Gan, Yuqing Li, Yixuan Huang, Luoyi Fu, Xinbing Wang: When Crowdsourcing Meets Social IoT: An Efficient Privacy-Preserving Incentive Mechanism. IEEE Internet Things J. 6(6): 9707-9721 (2019)
[22] Yuqing Li, Wenkuan Dai, Jie Bai, Xiaoying Gan, Jingchao Wang, Xinbing Wang: An Intelligence-Driven Security-Aware Defense Mechanism for Advanced Persistent Threats. IEEE Trans. Inf. Forensics Secur. 14(3): 646-661 (2019)
[23] Xiong Wang, Jinbei Zhang, Xiaohua Tian, Xiaoying Gan, Yunfeng Guan, Xinbing Wang: Crowdsensing-Based Consensus Incident Report for Road Traffic Acquisition. IEEE Trans. Intell. Transp. Syst. 19(8): 2536-2547 (2018)
[24] Riheng Jia, Tianyuan Liu, Jinbei Zhang, Luoyi Fu, Xiaoying Gan, Xinbing Wang: Impact of Content Popularity on Information Coverage in Online Social Networks. IEEE Trans. Veh. Technol. 67(8): 7465-7474 (2018)
[25] Zhida Qin, Xiaoying Gan, Luoyi Fu, Xin Di, Jun Tian, Xinbing Wang: Content Delivery in Cache-Enabled Wireless Evolving Social Networks. IEEE Trans. Wirel. Commun. 17(10): 6749-6761 (2018)
[26] Xiong Wang, Riheng Jia, Xiaohua Tian, Xiaoying Gan: Dynamic Task Assignment in Crowdsensing with Location Awareness and Location Diversity. INFOCOM 2018: 2420-2428
[27] Xiaoying Gan, Yuqing Li, Weiwei Wang, Luoyi Fu, Xinbing Wang: Social Crowdsourcing to Friends: An Incentive Mechanism for Multi-Resource Sharing. IEEE J. Sel. Areas Commun. 35(3): 795-808 (2017)
[28] Xiaoying Gan, Xiong Wang, Wenhao Niu, Gai Hang, Xiaohua Tian, Xinbing Wang, Jun (Jim) Xu: Incentivize Multi-Class Crowd Labeling Under Budget Constraint. IEEE J. Sel. Areas Commun. 35(4): 893-905 (2017)
[29] Zhida Qin, Xiaoying Gan, Jingchao Wang, Luoyi Fu, Xinbing Wang: Capacity of Social-Aware Wireless Networks With Directional Antennas. IEEE Trans. Commun. 65(11): 4831-4844 (2017)