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2026 Journal Article Relation-Aware Proxy Hashing for Cross-Modal RetrievalXu, Jinyu, Xie, Qing, Li, Jiachen, Ma, Yanchun, Liu, Yongjian and Bao, Zhifeng (2026). Relation-Aware Proxy Hashing for Cross-Modal Retrieval. ACM Transactions on Multimedia Computing, Communications, and Applications 3811910. doi: 10.1145/3811910 |
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2026 Journal Article Practical Parameterized Query Optimization via Efficient Plan Reuse and List-wise RankingLan, Hai, Yu, Yang, Bao, Zhifeng, Huang, Zi and Peng, Yuwei (2026). Practical Parameterized Query Optimization via Efficient Plan Reuse and List-wise Ranking. Proceedings of the ACM on Management of Data, 4 (1), 1-26. doi: 10.1145/3788254 |
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2026 Journal Article FlexRT: Enabling Flexible and Efficient Redundancy Transitioning in Erasure-Coded SystemsNan, Fulin, Chen, Liang, Chen, Zehai, Wu, Ronglong, Shen, Zhirong, Bao, Zhifeng, KAPLUN, DMITRII and Shu, Jiwu (2026). FlexRT: Enabling Flexible and Efficient Redundancy Transitioning in Erasure-Coded Systems. ACM Transactions on Architecture and Code Optimization 3801101. doi: 10.1145/3801101 |
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2026 Journal Article Enhancing Fine-Grained Sketch-based Image Retrieval through Contextual InformationXu, Jinyu, Xie, Qing, Li, Jiachen, Bao, Zhifeng, Ma, Yanchun and Liu, Yongjian (2026). Enhancing Fine-Grained Sketch-based Image Retrieval through Contextual Information. IEEE Transactions on Multimedia, 1-12. doi: 10.1109/tmm.2026.3668640 |
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2025 Journal Article S-MGHSTN: Towards An Effective Streaming Traffic Accident Risk Prediction FrameworkChen, Minxiao, Yuan, Haitao, Jiang, Nan, Zheng, Zhihan, Bao, Zhifeng, Zhou, Ao, Jiang, Jiaxin and Wang, Shangguang (2025). S-MGHSTN: Towards An Effective Streaming Traffic Accident Risk Prediction Framework. IEEE Transactions on Knowledge and Data Engineering, 37 (7), 4285-4298. doi: 10.1109/TKDE.2025.3557864 |
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2025 Journal Article Semantic-Enhanced Representation Learning for Road Networks With Temporal DynamicsChen, Yile, Li, Xiucheng, Cong, Gao, Bao, Zhifeng and Long, Cheng (2025). Semantic-Enhanced Representation Learning for Road Networks With Temporal Dynamics. IEEE Transactions on Mobile Computing, 24 (10), 9413-9427. doi: 10.1109/TMC.2025.3562656 |
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2024 Journal Article From a Timeline Contact Graph to Close Contact Tracing and Infection Diffusion InterventionZhang, Yipeng, Bao, Zhifeng, Li, Yuchen, Zheng, Baihua and Wang, Xiaoli (2024). From a Timeline Contact Graph to Close Contact Tracing and Infection Diffusion Intervention. IEEE Transactions on Knowledge and Data Engineering, 36 (12), 8328-8340. doi: 10.1109/tkde.2024.3423476 |
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2024 Journal Article Towards Effective Long-Term Wind Power Forecasting: A Deep Conditional Generative Spatio-Temporal ApproachYi, Peiyu, Bao, Zhifeng, Huang, Feihu, Wang, Jince, Peng, Jian and Zhang, Linghao (2024). Towards Effective Long-Term Wind Power Forecasting: A Deep Conditional Generative Spatio-Temporal Approach. IEEE Transactions on Knowledge and Data Engineering, 36 (12), 9403-9417. doi: 10.1109/tkde.2024.3435859 |
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2024 Journal Article Optimized Edge Node Allocation Considering User Delay Tolerance for Cost ReductionZhang, Xiaoyu, Huang, Shixun, Dong, Hai, Bao, Zhifeng, Liu, Jiajun and Yi, Xun (2024). Optimized Edge Node Allocation Considering User Delay Tolerance for Cost Reduction. IEEE Transactions on Services Computing, 17 (6), 4055-4068. doi: 10.1109/tsc.2024.3486174 |
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2024 Journal Article Dynamic Spatial-Temporal Embedding via Neural Conditional Random Field for Multivariate Time Series ForecastingYi, Peiyu, Huang, Feihu, Peng, Jian and Bao, Zhifeng (2024). Dynamic Spatial-Temporal Embedding via Neural Conditional Random Field for Multivariate Time Series Forecasting. ACM Transactions on Spatial Algorithms and Systems, 10 (4), 1-23. doi: 10.1145/3675165 |
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2024 Journal Article Differentially Private Federated Learning on Non-iid Data: Convergence Analysis and Adaptive OptimizationChen, Lin, Ding, Xiaofeng, Bao, Zhifeng, Zhou, Pan and Jin, Hai (2024). Differentially Private Federated Learning on Non-iid Data: Convergence Analysis and Adaptive Optimization. IEEE Transactions on Knowledge and Data Engineering, 36 (9), 4567-4581. doi: 10.1109/tkde.2024.3379001 |
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2024 Journal Article Robust Multi-Kernel Nearest Neighborhood for Outlier DetectionWang, Xinye, Duan, Lei, Yu, Zhenyang, He, Chengxin and Bao, Zhifeng (2024). Robust Multi-Kernel Nearest Neighborhood for Outlier Detection. IEEE Transactions on Knowledge and Data Engineering, 36 (8), 4220-4231. doi: 10.1109/tkde.2024.3364179 |
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2023 Journal Article Lemo: A Cache-Enhanced Learned Optimizer for Concurrent QueriesMo, Songsong, Chen, Yile, Wang, Hao, Cong, Gao and Bao, Zhifeng (2023). Lemo: A Cache-Enhanced Learned Optimizer for Concurrent Queries. Proceedings of the ACM on Management of Data, 1 (4), 1-26. doi: 10.1145/3626734 |
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2023 Journal Article Shortest Paths Discovery in Uncertain Networks via Transfer LearningHuang, Shixun and Bao, Zhifeng (2023). Shortest Paths Discovery in Uncertain Networks via Transfer Learning. Proceedings of the ACM on Management of Data, 1 (2), 1-25. doi: 10.1145/3589286 |
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2023 Journal Article Efficient and Effective Algorithms for Generalized Densest Subgraph DiscoveryXu, Yichen, Ma, Chenhao, Fang, Yixiang and Bao, Zhifeng (2023). Efficient and Effective Algorithms for Generalized Densest Subgraph Discovery. Proceedings of the ACM on Management of Data, 1 (2), 1-27. doi: 10.1145/3589314 |
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2023 Journal Article Managing Conflicting Interests of Stakeholders in Influencer MarketingHuang, Shixun, Gan, Junhao, Bao, Zhifeng and Lin, Wenqing (2023). Managing Conflicting Interests of Stakeholders in Influencer Marketing. Proceedings of the ACM on Management of Data, 1 (1), 1-27. doi: 10.1145/3588934 |
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2023 Journal Article Dynamic ridesharing with minimal regret: towards an enhanced engagement among three stakeholdersWang, Tingting, Luo, Hui, Bao, Zhifeng and Duan, Lei (2023). Dynamic ridesharing with minimal regret: towards an enhanced engagement among three stakeholders. IEEE Transactions on Knowledge and Data Engineering, 35 (4), 3712-3726. doi: 10.1109/tkde.2022.3141368 |
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2023 Journal Article A Query Optimizer for Range Queries over Multi-Attribute TrajectoriesXu, Jianqiu, Lu, Hua and Bao, Zhifeng (2023). A Query Optimizer for Range Queries over Multi-Attribute Trajectories. ACM Transactions on Intelligent Systems and Technology, 14 (1) 12, 1-28. doi: 10.1145/3555811 |
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2022 Journal Article Differentially Private Triangle Counting in Large GraphsDing, Xiaofeng, Sheng, Shujun, Zhou, Huajian, Zhang, Xiaodong, Bao, Zhifeng, Zhou, Pan and Jin, Hai (2022). Differentially Private Triangle Counting in Large Graphs. IEEE Transactions on Knowledge and Data Engineering, 34 (11), 5278-5292. doi: 10.1109/tkde.2021.3052827 |
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2022 Journal Article Towards an Optimal Bus Frequency Scheduling: When the Waiting Time MattersMo, Songsong, Bao, Zhifeng, Zheng, Baihua and Peng, Zhiyong (2022). Towards an Optimal Bus Frequency Scheduling: When the Waiting Time Matters. IEEE Transactions on Knowledge and Data Engineering, 34 (9), 4484-4498. doi: 10.1109/tkde.2020.3036573 |
