Shuncheng Liu

34 papers A* 9A 9Journal 8Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Energy-Efficient Velocity Control With State Augmentation for Autonomous Vehicles.
IEEE Trans. Knowl. Data Eng.
Yuyang Xia, Shuncheng Liu, Xu Chen, Yan Zhao, Han Su, Xiaofang Zhou, Kai Zheng
2026 J jnl
Impact-Aware Maneuver Decision With Driving Style Tuning for Autonomous Vehicle.
IEEE Trans. Knowl. Data Eng.
Yuyang Xia, Shuncheng Liu, Yan Zhao, Han Su, Xiaofang Zhou, Kai Zheng
2025 A* conf
Anomaly Diagnosis with Siamese Discrepancy Networks in Distributed Cloud Databases.
ICDE
Lingsen Yan, Bolong Zheng, Junjie Qing, Wenlong You, Tingyang Chen, Zhi Xu, Shuncheng Liu, Kai Zeng, Tao Ye, Xiaofang Zhou
2025 A* conf
Compatible Unsupervised Anomaly Detection with Multi-Perspective Spatio-Temporal Learning.
ICDE
Tingyang Chen, Bolong Zheng, Shuncheng Liu, Zhujiong Fan, Zhi Xu, Lingsen Yan, Kai Zeng, Tao Ye, Xiaofang Zhou
2025 J jnl
Optimizing Block Skipping for High-Dimensional Data with Learned Adaptive Curve.
Proc. ACM Manag. Data
Xu Chen, Shuncheng Liu, Tong Yuan, Tao Ye, Kai Zeng, Han Su, Kai Zheng
2024 A conf
A Cause-Focused Query Optimizer Alert System.
CIKM
Runfan Ye, Zibo Liang, Xu Chen, Shuncheng Liu, Kai Zheng
2024 J jnl
Comfort-Aware Lane Change Planning With Exit Strategy for Autonomous Vehicle.
IEEE Trans. Knowl. Data Eng.
Shuncheng Liu, Xu Chen, Yan Zhao, Han Su, Xiaofang Zhou, Kai Zheng
2024 — conf
Imitation Learning Decision with Driving Style Tuning for Personalized Autonomous Driving.
DASFAA (7)
Rui Hu, Yuze Wang, Ximu Zeng, Shuncheng Liu, Quanlin Yu, Peicong Wu, Zhengzhuo Zhang, Han Su, Kai Zheng
2024 A* conf
Learning to Hash for Trajectory Similarity Computation and Search.
ICDE
Liwei Deng, Yan Zhao, Jin Chen, Shuncheng Liu, Yuyang Xia, Kai Zheng
2024 — conf
MODUS: An Impact-Aware Decision Framework with Adaptive Fusion for Connected Autonomous Vehicles.
DASFAA (7)
Quanlin Yu, Yuyang Xia, Shuncheng Liu, Weijie Lian, Rui Hu, Zhengzhuo Zhang, Shaozhi Wu, Kai Zheng, Han Su
2024 A* conf
Parameterized Decision-Making with Multi-Modality Perception for Autonomous Driving.
ICDE
Yuyang Xia, Shuncheng Liu, Quanlin Yu, Liwei Deng, You Zhang, Han Su, Kai Zheng
2023 J jnl
BASE: Bridging the Gap between Cost and Latency for Query Optimization.
Proc. VLDB Endow.
Xu Chen, Zhen Wang, Shuncheng Liu, Yaliang Li, Kai Zeng, Bolin Ding, Jingren Zhou, Han Su, Kai Zheng
2023 A* conf
Continual Trajectory Prediction with Uncertainty-Aware Generative Memory Replay.
ICDM
Xiushi Feng, Shuncheng Liu, Haitian Chen, Kai Zheng
2023 A conf
Cross-Scenario Maneuver Decision with Adaptive Perception for Autonomous Driving.
CIKM
Yuan Fu, Shuncheng Liu, Yuyang Xia, Fangda Guo, Kai Zheng
2023 — conf
EGL: Efficient Graph Learning with Safety Constrains for Heterogeneous Trajectory Prediction.
DASFAA (Workshops)
Weijie Lian, Yuze Wang, Ximu Zeng, Shuncheng Liu, Yuyang Xia, Huiyong Tang, Han Su
2023 A* conf
Impact-aware Maneuver Decision with Enhanced Perception for Autonomous Vehicle.
ICDE
Shuncheng Liu, Yuyang Xia, Xu Chen, Jiandong Xie, Han Su, Kai Zheng
2023 J jnl
LEON: A New Framework for ML-Aided Query Optimization.
Proc. VLDB Endow.
Xu Chen, Haitian Chen, Zibo Liang, Shuncheng Liu, Jinghong Wang, Kai Zeng, Han Su, Kai Zheng
2023 J jnl
Parameterized Decision-making with Multi-modal Perception for Autonomous Driving.
CoRR
Yuyang Xia, Shuncheng Liu, Quanlin Yu, Liwei Deng, You Zhang, Han Su, Kai Zheng
2023 A conf
S2TUL: A Semi-Supervised Framework for Trajectory-User Linking.
WSDM
Liwei Deng, Hao Sun, Yan Zhao, Shuncheng Liu, Kai Zheng
2023 — conf
SMART: A Decision-Making Framework with Multi-modality Fusion for Autonomous Driving Based on Reinforcement Learning.
DASFAA (4)
Yuyang Xia, Shuncheng Liu, Rui Hu, Quanlin Yu, Xiushi Feng, Kai Zheng, Han Su
2023 A conf
Target-Oriented Maneuver Decision for Autonomous Vehicle: A Rule-Aided Reinforcement Learning Framework.
CIKM
Ximu Zeng, Quanlin Yu, Shuncheng Liu, Yuyang Xia, Han Su, Kai Zheng
2022 — conf
Astral: An Autoencoder-Based Model for Pedestrian Trajectory Prediction of Variable-Length.
DASFAA (Workshops)
Yupeng Diao, Yiteng Su, Ximu Zeng, Xu Chen, Shuncheng Liu, Han Su
2022 A* conf
Detecting Loaded Trajectories for Hazardous Chemicals Transportation.
ICDE
Shuncheng Liu, Zhi Xu, Huimin Ren, Tianfu He, Boyang Han, Jie Bao, Kai Zheng, Yu Zheng
2022 A* conf
Efficient Join Order Selection Learning with Graph-based Representation.
KDD
Jin Chen, GuanYu Ye, Yan Zhao, Shuncheng Liu, Liwei Deng, Xu Chen, Rui Zhou, Kai Zheng
2022 A conf
Efficient Learning with Pseudo Labels for Query Cost Estimation.
CIKM
Shuncheng Liu, Xu Chen, Yan Zhao, Jin Chen, Rui Zhou, Kai Zheng
2022 A conf
Efficient Trajectory Similarity Computation with Contrastive Learning.
CIKM
Liwei Deng, Yan Zhao, Zidan Fu, Hao Sun, Shuncheng Liu, Kai Zheng
2022 A conf
HeGA: Heterogeneous Graph Aggregation Network for Trajectory Prediction in High-Density Traffic.
CIKM
Shuncheng Liu, Xu Chen, Ziniu Wu, Liwei Deng, Han Su, Kai Zheng
2022 A conf
RISE: A Velocity Control Framework with Minimal Impacts based on Reinforcement Learning.
CIKM
Yuyang Xia, Shuncheng Liu, Xu Chen, Zhi Xu, Kai Zheng, Han Su
2022 — conf
TSummary: A Traffic Summarization System Using Semantic Words.
DASFAA (Workshops)
Xu Chen, Ximu Zeng, Shuncheng Liu, Zhi Xu, Yuyang Xia, Ruyi Lai, Han Su
2021 A* conf
Lane Change Scheduling for Autonomous Vehicle: A Prediction-and-Search Framework.
KDD
Shuncheng Liu, Han Su, Yan Zhao, Kai Zeng, Kai Zheng
2021 A conf
PATROL: A Velocity Control Framework for Autonomous Vehicle via Spatial-Temporal Reinforcement Learning.
CIKM
Zhi Xu, Shuncheng Liu, Ziniu Wu, Xu Chen, Kai Zeng, Kai Zheng, Han Su
2021 — conf
SCSG Attention: A Self-centered Star Graph with Attention for Pedestrian Trajectory Prediction.
DASFAA (1)
Xu Chen, Shuncheng Liu, Zhi Xu, Yupeng Diao, Shaozhi Wu, Kai Zheng, Han Su
2020 J jnl
A survey of trajectory distance measures and performance evaluation.
VLDB J.
Han Su, Shuncheng Liu, Bolong Zheng, Xiaofang Zhou, Kai Zheng
2020 — conf
Intention-Based Destination Recommendation in Navigation Systems.
DASFAA (3)
Shuncheng Liu, Guanglin Cong, Bolong Zheng, Yan Zhao, Kai Zheng, Han Su