Iβm currently a PhD student in the second year at School of Computer Science and Engineering, University of Electronic Science and Technology of China, supervised by Prof. Kai Zheng. Previously, I received my B.E. degree from Chongqing University of Posts and Telecommunications in 2022.
My research interests include spatial-temporal data mining, high-dimensional vector approximate nearest neighbor search and spatial crowdsourcing.
π₯ News
- 2025.08: Β ππ One paper is accepted by CIKM 2025.
- 2025.03: Β ππ Two papers are accepted by ICDE 2025.
- 2025.01: Β ππ One paper is accepted by WWW 2025.
- 2024.11: Β ππ One paper is accepted by VLDB 2025.
π Publications
Selected Conference Papers
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[CIKM 2025] Yongfu Fan, Jin Chen, Yangzixuan Jiao, Ximu Zeng, Liwei Deng, Kai Zheng. Enhancing Multi-Behavior Sequential Recommenders with Behavior-Aware Regularization. (Core A, CCF B)
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[ICDE 2025] Ximu Zeng, Jianxing Lin, Liwei Deng, Yuchen Fang, Yan Zhao, Kai Zheng. Optimizing Multi-Center Collaboration for Task Assignment in Spatial Crowdsoucing. (CCF A)
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[ICDE 2025] Liwei Deng, Penghao Chen, Ximu Zeng, Yuchen Fang, Jin Chen, Yan Zhao. Towards Accurate Distance Estimation for Distribution-Aware c-ANN Search. (CCF A)
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[WWW 2025] Ximu Zeng, Liwei Deng, Penghao Chen, Xu Chen, Han Su, Kai Zheng. LIRA: A Learning-based Query-aware Partition Framework for Large-scale ANN Search. (CCF A)
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[VLDB 2025] Liwei Deng, Penghao Chen, Ximu Zeng, Tianfu Wang, Yan Zhao, and Kai Zheng. Efficient Data-aware Distance Comparison Operations for High-Dimensional Approximate Nearest Neighbor Search. (CCF A)
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[DASFAA 2024] Rui Hu, Yuze Wang, Ximu Zeng, Shuncheng Liu, Quanlin Yu, Peicong Wu, Han Su, and Kai Zheng. Imitation Learning Decision with Driving Style Tuning for Personalized Autonomous Driving. (CCF B)
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[CIKM 2023] Ximu Zeng, Quanlin Yu, Shuncheng Liu, Yuyang Xia, Han Su, and Kai Zheng. Target-Oriented Maneuver Decision for Autonomous Vehicle: A Rule-Aided Reinforcement Learning Framework. (Core A, CCF B)
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[DASFAA 2023] Weijie Lian, Yuze Wang, Ximu Zeng, Shuncheng Liu, Yuyang Xia, Huiyong Tang, and Han Su. EGL: Efficient Graph Learning with Safety Constrains for Heterogeneous Trajectory Prediction. (CCF B)
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[DASFAA 2022] Xu Chen, Ximu Zeng, Shuncheng Liu, Zhi Xu, Yuyang Xia, Ruyi Lai, and Han Su. TSummary: A Traffic Summarization System Using Semantic Words. (CCF B)
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[DASFAA 2022] Yupeng Diao, Yiteng Su, Ximu Zeng, Xu Chen, Shuncheng Liu, and Han Su. Astral: An Autoencoder-Based Model for Pedestrian Trajectory Prediction of Variable-Length. (CCF B)
π Educations
- Sep,2018 - Jun,2022, Chongqing University of Posts and Telecommunications, Bachelor
- Data Science and Big Data Technology, School of Computer Science and Technology
- Sep,2022 - Jun,2024, University of Electronic Science and Technology of China, Masterβs candidate
- Computer Science and Technology, School of Computer Science and Engineering
- Sep,2024 - present, University of Electronic Science and Technology of China, Ph.D
- Computer Science and Technology, School of Computer Science and Engineering
π Honors and Awards
- 2024 Academic Seedling Award, 5%, UESTC
- 2022 Outstanding Undergraduate, Chongqing Municipal Education Commission
- 2021 Merit Student, Chongqing Municipal Education Commission
- 2021 National Scholarship
β³ Professional Services
- 2025: WWW