Kai Zheng | Scholar Profiles and Rankings

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When large language models meet personalization: perspectives of challenges and opportunities (journal article) Chen, Jin \| Liu, Zheng \| Huang, Xu \| Wu, Chenwang \| Liu, Qi \| Jiang, Gangwei \| Pu, Yuanhao \| Lei, Yuxuan \| Chen, Xiaolong \| Wang, Xingmei \| ... \| Chen, Enhong World Wide Web, volume 27, issue 4 (2024). 10.1007/s11280-024-01276-1 Cited by (2) \| Cite \| Source
Personalized Elastic Embedding Learning for On-Device Recommendation (journal article) Zheng, Ruiqi \| Qu, Liang \| Chen, Tong \| Zheng, Kai \| Shi, Yuhui \| Yin, Hongzhi IEEE Transactions on Knowledge and Data Engineering, volume 36, issue 7, pages 3363-3375 (2024). 10.1109/TKDE.2024.3361562 Cited by (1) \| Cite \| Source
Comfort-Aware Lane Change Planning With Exit Strategy for Autonomous Vehicle (journal article) Liu, Shuncheng \| Chen, Xu \| Zhao, Yan \| Su, Han \| Zhou, Xiaofang \| Zheng, Kai IEEE Transactions on Knowledge and Data Engineering, volume 36, issue 7, pages 2927-2941 (2024). 10.1109/TKDE.2023.3348550 Cite \| Source
STWave+: A Multi-Scale Efficient Spectral Graph Attention Network With Long-Term Trends for Disentangled Traffic Flow Forecasting (journal article) Fang, Yuchen \| Qin, Yanjun \| Luo, Haiyong \| Zhao, Fang \| Zheng, Kai IEEE Transactions on Knowledge and Data Engineering, volume 36, issue 6, pages 2671-2685 (2024). 10.1109/TKDE.2023.3324501 Cited by (2) \| Cite \| Source
Towards a Unified Understanding of Uncertainty Quantification in Traffic Flow Forecasting (journal article) Qian, Weizhu \| Zhao, Yan \| Zhang, Dalin \| Chen, Bowei \| Zheng, Kai \| Zhou, Xiaofang IEEE Transactions on Knowledge and Data Engineering, volume 36, issue 5, pages 2239-2256 (2024). 10.1109/TKDE.2023.3312261 Cite \| Source
TED+: Towards Discovering Top-k Edge-Diversified Patterns in a Graph Database (journal article) Huang, Kai \| Cui, Yue \| Ye, Qingqing \| Zhao, Yan \| Zhao, Xi \| Tian, Yao \| Zheng, Kai \| Hu, Haibo \| Zhou, Xiaofang IEEE Transactions on Knowledge and Data Engineering, volume 36, issue 5, pages 2224-2238 (2024). 10.1109/TKDE.2023.3312566 Cited by (2) \| Cite \| Source
Task Assignment With Efficient Federated Preference Learning in Spatial Crowdsourcing (journal article) Miao, Hao \| Zhong, Xiaolong \| Liu, Jiaxin \| Zhao, Yan \| Zhao, Xiangyu \| Qian, Weizhu \| Zheng, Kai \| Jensen, Christian S. IEEE Transactions on Knowledge and Data Engineering, volume 36, issue 4, pages 1800-1814 (2024). 10.1109/TKDE.2023.3311816 Cited by (1) \| Cite \| Source
Coalition-based task assignment with priority-aware fairness in spatial crowdsourcing (journal article) Zhao, Yan \| Zheng, Kai \| Wang, Ziwei \| Deng, Liwei \| Yang, Bin \| Pedersen, Torben Bach \| Jensen, Christian S. \| Zhou, Xiaofang The VLDB Journal, volume 33, issue 1, pages 163-184 (2024). 10.1007/s00778-023-00802-3 Cited by (2) \| Cite \| Source
Task Allocation in Spatial Crowdsourcing: An Efficient Geographic Partition Framework (journal article) Zhao, Yan \| Chen, Xuanlei \| Ye, Guanyu \| Guo, Fangda \| Zheng, Kai \| Zhou, Xiaofang IEEE Transactions on Knowledge and Data Engineering (2024). 10.1109/TKDE.2024.3374086 Cite \| Source
To Predict or to Reject: Causal Effect Estimation with Uncertainty on Networked Data (conference) Wen, Hechuan \| Chen, Tong \| Chai, Li Kheng \| Sadiq, Shazia \| Zheng, Kai \| Yin, Hongzhi 2023 IEEE International Conference on Data Mining (ICDM) (2023) Shanghai, China 10.1109/ICDM58522.2023.00184 Cite \| Source
Efficient Cardinality and Cost Estimation with Bidirectional Compressor-based Ensemble Learning (conference) Liang, Zibo \| Chen, Xu \| Zhao, Yan \| Xie, Jiandong \| Zeng, Kai \| Zheng, Kai 2023 IEEE International Conference on Data Mining (ICDM) (2023) Shanghai, China 10.1109/ICDM58522.2023.00048 Cite \| Source
Continual Trajectory Prediction with Uncertainty-Aware Generative Memory Replay (conference) Feng, Xiushi \| Liu, Shuncheng \| Chen, Haitian \| Zheng, Kai 2023 IEEE International Conference on Data Mining (ICDM) (2023) Shanghai, China 10.1109/ICDM58522.2023.00116 Cite \| Source
AdaTaskRec: An Adaptive Task Recommendation Framework in Spatial Crowdsourcing (journal article) Zhao, Yan \| Deng, Liwei \| Zheng, Kai ACM Transactions on Information Systems, volume 41, issue 4, pages 1-32 (2023). 10.1145/3593582 Cited by (8) \| Cite \| Source
Personalized Location-Preference Learning for Federated Task Assignment in Spatial Crowdsourcing (conference) Zhong, Xiaolong \| Miao, Hao \| Qiu, Dazhuo \| Zhao, Yan \| Zheng, Kai CIKM '23: The 32nd ACM International Conference on Information and Knowledge Management (2023) Birmingham United Kingdom 10.1145/3583780.3615008 Cited by (1) \| Cite \| Source
Cross-Scenario Maneuver Decision with Adaptive Perception for Autonomous Driving (conference) Fu, Yuan \| Liu, Shuncheng \| Xia, Yuyang \| Guo, Fangda \| Zheng, Kai CIKM '23: The 32nd ACM International Conference on Information and Knowledge Management (2023) Birmingham United Kingdom 10.1145/3583780.3614831 Cited by (1) \| Cite \| Source
Target-Oriented Maneuver Decision for Autonomous Vehicle: A Rule-Aided Reinforcement Learning Framework (conference) Zeng, Ximu \| Yu, Quanlin \| Liu, Shuncheng \| Xia, Yuyang \| Su, Han \| Zheng, Kai CIKM '23: The 32nd ACM International Conference on Information and Knowledge Management (2023) Birmingham United Kingdom 10.1145/3583780.3615072 Cited by (1) \| Cite \| Source
Batch-Mix Negative Sampling for Learning Recommendation Retrievers (conference) Fan, Yongfu \| Chen, Jin \| Jiang, Yongquan \| Lian, Defu \| Guo, Fangda \| Zheng, Kai CIKM '23: The 32nd ACM International Conference on Information and Knowledge Management (2023) Birmingham United Kingdom 10.1145/3583780.3614789 Cite \| Source
Preference-Aware Group Task Assignment in Spatial Crowdsourcing: Effectiveness and Efficiency (journal article) Zhao, Yan \| Liu, Jiaxin \| Li, Yunchuan \| Zhang, Dalin \| Jensen, Christian S. \| Zheng, Kai IEEE Transactions on Knowledge and Data Engineering, volume 35, issue 10, pages 10722-10734 (2023). 10.1109/TKDE.2023.3266735 Cite \| Source
Empowering A* Algorithm With Neuralized Variational Heuristics for Fastest Route Recommendation (journal article) Xu, Minrui \| Xu, Jiajie \| Zhou, Rui \| Li, Jianxin \| Zheng, Kai \| Zhao, Pengpeng \| Liu, Chengfei IEEE Transactions on Knowledge and Data Engineering, volume 35, issue 10, pages 10011-10023 (2023). 10.1109/TKDE.2023.3269084 Cited by (3) \| Cite \| Source
Deep Learning-Based Bloom Filter for Efficient Multi-key Membership Testing (journal article) Chen, Haitian \| Wang, Ziwei \| Li, Yunchuan \| Yang, Ruixin \| Zhao, Yan \| Zhou, Rui \| Zheng, Kai Data Science and Engineering, volume 8, issue 3, pages 234-246 (2023). 10.1007/s41019-023-00224-9 Cited by (3) \| Cite \| Source