Shuncheng Liu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 26

Top Topics

Query Optimization

Kullback Leibler

Similarity Computation

Reinforcement Learning

Top Venues

DASFAA (Workshops)

Proc. VLDB Endow.

Publications

Yuyang Xia, Shuncheng Liu, Quanlin Yu, Liwei Deng, You Zhang, Han Su, Kai Zheng
Parameterized Decision-Making with Multi-Modality Perception for Autonomous Driving. ICDE (2024)
Liwei Deng, Yan Zhao, Jin Chen, Shuncheng Liu, Yuyang Xia, Kai Zheng
Learning to Hash for Trajectory Similarity Computation and Search. ICDE (2024)
Shuncheng Liu, Xu Chen, Yan Zhao, Han Su, Xiaofang Zhou, Kai Zheng
Comfort-Aware Lane Change Planning With Exit Strategy for Autonomous Vehicle. IEEE Trans. Knowl. Data Eng. 36 (7) (2024)
Yuyang Xia, Shuncheng Liu, Quanlin Yu, Liwei Deng, You Zhang, Han Su, Kai Zheng
Parameterized Decision-making with Multi-modal Perception for Autonomous Driving. CoRR (2023)
Yuyang Xia, Shuncheng Liu, Rui Hu, Quanlin Yu, Xiushi Feng, Kai Zheng, Han Su
SMART: A Decision-Making Framework with Multi-modality Fusion for Autonomous Driving Based on Reinforcement Learning. DASFAA (4) (2023)
Yuan Fu, Shuncheng Liu, Yuyang Xia, Fangda Guo, Kai Zheng
Cross-Scenario Maneuver Decision with Adaptive Perception for Autonomous Driving. CIKM (2023)
Xiushi Feng, Shuncheng Liu, Haitian Chen, Kai Zheng
Continual Trajectory Prediction with Uncertainty-Aware Generative Memory Replay. ICDM (2023)
Ximu Zeng, Quanlin Yu, Shuncheng Liu, Yuyang Xia, Han Su, Kai Zheng
Target-Oriented Maneuver Decision for Autonomous Vehicle: A Rule-Aided Reinforcement Learning Framework. CIKM (2023)
Shuncheng Liu, Yuyang Xia, Xu Chen, Jiandong Xie, Han Su, Kai Zheng
Impact-aware Maneuver Decision with Enhanced Perception for Autonomous Vehicle. ICDE (2023)
Liwei Deng, Hao Sun, Yan Zhao, Shuncheng Liu, Kai Zheng
S2TUL: A Semi-Supervised Framework for Trajectory-User Linking. WSDM (2023)
Xu Chen, Zhen Wang, Shuncheng Liu, Yaliang Li, Kai Zeng, Bolin Ding, Jingren Zhou, Han Su, Kai Zheng
BASE: Bridging the Gap between Cost and Latency for Query Optimization. Proc. VLDB Endow. 16 (8) (2023)
Weijie Lian, Yuze Wang, Ximu Zeng, Shuncheng Liu, Yuyang Xia, Huiyong Tang, Han Su
EGL: Efficient Graph Learning with Safety Constrains for Heterogeneous Trajectory Prediction. DASFAA (Workshops) (2023)
Xu Chen, Haitian Chen, Zibo Liang, Shuncheng Liu, Jinghong Wang, Kai Zeng, Han Su, Kai Zheng
LEON: A New Framework for ML-Aided Query Optimization. Proc. VLDB Endow. 16 (9) (2023)
Jin Chen, Guanyu Ye, Yan Zhao, Shuncheng Liu, Liwei Deng, Xu Chen, Rui Zhou, Kai Zheng
Efficient Join Order Selection Learning with Graph-based Representation. KDD (2022)
Yupeng Diao, Yiteng Su, Ximu Zeng, Xu Chen, Shuncheng Liu, Han Su
Astral: An Autoencoder-Based Model for Pedestrian Trajectory Prediction of Variable-Length. DASFAA (Workshops) (2022)
Xu Chen, Ximu Zeng, Shuncheng Liu, Zhi Xu, Yuyang Xia, Ruyi Lai, Han Su
TSummary: A Traffic Summarization System Using Semantic Words. DASFAA (Workshops) (2022)
Yuyang Xia, Shuncheng Liu, Xu Chen, Zhi Xu, Kai Zheng, Han Su
RISE: A Velocity Control Framework with Minimal Impacts based on Reinforcement Learning. CIKM (2022)
Liwei Deng, Yan Zhao, Zidan Fu, Hao Sun, Shuncheng Liu, Kai Zheng
Efficient Trajectory Similarity Computation with Contrastive Learning. CIKM (2022)
Shuncheng Liu, Xu Chen, Yan Zhao, Jin Chen, Rui Zhou, Kai Zheng
Efficient Learning with Pseudo Labels for Query Cost Estimation. CIKM (2022)
Shuncheng Liu, Xu Chen, Ziniu Wu, Liwei Deng, Han Su, Kai Zheng
HeGA: Heterogeneous Graph Aggregation Network for Trajectory Prediction in High-Density Traffic. CIKM (2022)
Shuncheng Liu, Zhi Xu, Huimin Ren, Tianfu He, Boyang Han, Jie Bao, Kai Zheng, Yu Zheng
Detecting Loaded Trajectories for Hazardous Chemicals Transportation. ICDE (2022)
Xu Chen, Shuncheng Liu, Zhi Xu, Yupeng Diao, Shaozhi Wu, Kai Zheng, Han Su
SCSG Attention: A Self-centered Star Graph with Attention for Pedestrian Trajectory Prediction. DASFAA (1) (2021)
Zhi Xu, Shuncheng Liu, Ziniu Wu, Xu Chen, Kai Zeng, Kai Zheng, Han Su
PATROL: A Velocity Control Framework for Autonomous Vehicle via Spatial-Temporal Reinforcement Learning. CIKM (2021)
Shuncheng Liu, Han Su, Yan Zhao, Kai Zeng, Kai Zheng
Lane Change Scheduling for Autonomous Vehicle: A Prediction-and-Search Framework. KDD (2021)
Shuncheng Liu, Guanglin Cong, Bolong Zheng, Yan Zhao, Kai Zheng, Han Su
Intention-Based Destination Recommendation in Navigation Systems. DASFAA (3) (2020)
Han Su, Shuncheng Liu, Bolong Zheng, Xiaofang Zhou, Kai Zheng
A survey of trajectory distance measures and performance evaluation. VLDB J. 29 (1) (2020)