Shuncheng Liu

According to our database, Shuncheng Liu authored at least 23 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

BASE: Bridging the Gap between Cost and Latency for Query Optimization.

Xu Chen, Zhen Wang, Shuncheng Liu, Yaliang Li, Kai Zeng, Bolin Ding, Jingren Zhou, Han Su, Kai Zheng

Proc. VLDB Endow., 2023

LEON: A New Framework for ML-Aided Query Optimization.

Xu Chen, Haitian Chen, Zibo Liang, Shuncheng Liu, Jinghong Wang, Kai Zeng, Han Su, Kai Zheng

Proc. VLDB Endow., 2023

Parameterized Decision-making with Multi-modal Perception for Autonomous Driving.

Yuyang Xia, Shuncheng Liu, Quanlin Yu, Liwei Deng, You Zhang, Han Su, Kai Zheng

CoRR, 2023

S2TUL: A Semi-Supervised Framework for Trajectory-User Linking.

Liwei Deng, Hao Sun, Yan Zhao, Shuncheng Liu, Kai Zheng

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Continual Trajectory Prediction with Uncertainty-Aware Generative Memory Replay.

Xiushi Feng, Shuncheng Liu, Haitian Chen, Kai Zheng

Proceedings of the IEEE International Conference on Data Mining, 2023

Impact-aware Maneuver Decision with Enhanced Perception for Autonomous Vehicle.

Shuncheng Liu, Yuyang Xia, Xu Chen, Jiandong Xie, Han Su, Kai Zheng

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

SMART: A Decision-Making Framework with Multi-modality Fusion for Autonomous Driving Based on Reinforcement Learning.

Yuyang Xia, Shuncheng Liu, Rui Hu, Quanlin Yu, Xiushi Feng, Kai Zheng, Han Su

Proceedings of the Database Systems for Advanced Applications, 2023

EGL: Efficient Graph Learning with Safety Constrains for Heterogeneous Trajectory Prediction.

Weijie Lian, Yuze Wang, Ximu Zeng, Shuncheng Liu, Yuyang Xia, Huiyong Tang, Han Su

Proceedings of the Database Systems for Advanced Applications. DASFAA 2023 International Workshops, 2023

Target-Oriented Maneuver Decision for Autonomous Vehicle: A Rule-Aided Reinforcement Learning Framework.

Ximu Zeng, Quanlin Yu, Shuncheng Liu, Yuyang Xia, Han Su, Kai Zheng

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Cross-Scenario Maneuver Decision with Adaptive Perception for Autonomous Driving.

Yuan Fu, Shuncheng Liu, Yuyang Xia, Fangda Guo, Kai Zheng

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Efficient Join Order Selection Learning with Graph-based Representation.

Jin Chen, Guanyu Ye, Yan Zhao, Shuncheng Liu, Liwei Deng, Xu Chen, Rui Zhou, Kai Zheng

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Detecting Loaded Trajectories for Hazardous Chemicals Transportation.

Shuncheng Liu, Zhi Xu, Huimin Ren, Tianfu He, Boyang Han, Jie Bao, Kai Zheng, Yu Zheng

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Astral: An Autoencoder-Based Model for Pedestrian Trajectory Prediction of Variable-Length.

Yupeng Diao, Yiteng Su, Ximu Zeng, Xu Chen, Shuncheng Liu, Han Su

Proceedings of the Database Systems for Advanced Applications. DASFAA 2022 International Workshops, 2022

TSummary: A Traffic Summarization System Using Semantic Words.

Xu Chen, Ximu Zeng, Shuncheng Liu, Zhi Xu, Yuyang Xia, Ruyi Lai, Han Su

Proceedings of the Database Systems for Advanced Applications. DASFAA 2022 International Workshops, 2022

RISE: A Velocity Control Framework with Minimal Impacts based on Reinforcement Learning.

Yuyang Xia, Shuncheng Liu, Xu Chen, Zhi Xu, Kai Zheng, Han Su

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Efficient Trajectory Similarity Computation with Contrastive Learning.

Liwei Deng, Yan Zhao, Zidan Fu, Hao Sun, Shuncheng Liu, Kai Zheng

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

HeGA: Heterogeneous Graph Aggregation Network for Trajectory Prediction in High-Density Traffic.

Shuncheng Liu, Xu Chen, Ziniu Wu, Liwei Deng, Han Su, Kai Zheng

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Efficient Learning with Pseudo Labels for Query Cost Estimation.

Shuncheng Liu, Xu Chen, Yan Zhao, Jin Chen, Rui Zhou, Kai Zheng

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Lane Change Scheduling for Autonomous Vehicle: A Prediction-and-Search Framework.

Shuncheng Liu, Han Su, Yan Zhao, Kai Zeng, Kai Zheng

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

SCSG Attention: A Self-centered Star Graph with Attention for Pedestrian Trajectory Prediction.

Xu Chen, Shuncheng Liu, Zhi Xu, Yupeng Diao, Shaozhi Wu, Kai Zheng, Han Su

Proceedings of the Database Systems for Advanced Applications, 2021

PATROL: A Velocity Control Framework for Autonomous Vehicle via Spatial-Temporal Reinforcement Learning.

Zhi Xu, Shuncheng Liu, Ziniu Wu, Xu Chen, Kai Zeng, Kai Zheng, Han Su

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

A survey of trajectory distance measures and performance evaluation.

Han Su, Shuncheng Liu, Bolong Zheng, Xiaofang Zhou, Kai Zheng

VLDB J., 2020

Intention-Based Destination Recommendation in Navigation Systems.

Shuncheng Liu, Guanglin Cong, Bolong Zheng, Yan Zhao, Kai Zheng, Han Su

Proceedings of the Database Systems for Advanced Applications, 2020