Han Su

According to our database, Han Su authored at least 62 papers between 2011 and 2025.

Collaborative distances:

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

2025

Optimizing Block Skipping for High-Dimensional Data with Learned Adaptive Curve.

Xu Chen, Shuncheng Liu, Tong Yuan, Tao Ye, Kai Zeng, Han Su, Kai Zheng

Proc. ACM Manag. Data, February, 2025

LIRA: A Learning-based Query-aware Partition Framework for Large-scale ANN Search.

Ximu Zeng, Liwei Deng, Penghao Chen, Xu Chen, Han Su, Kai Zheng

Proceedings of the ACM on Web Conference 2025, 2025

2024

Comfort-Aware Lane Change Planning With Exit Strategy for Autonomous Vehicle.

Shuncheng Liu, Xu Chen, Yan Zhao, Han Su, Xiaofang Zhou, Kai Zheng

IEEE Trans. Knowl. Data Eng., July, 2024

SSCD-Net: Semi-supervised Skin Cancer Diagnostical Network Combined with Curriculum Learning, Disease Relation and Clinical Information.

Wei Wang, CaoYunjian Cao, Shaozhi Wu, Xingang Liu, Han Su, Dan Tian

Proceedings of the International Joint Conference on Neural Networks, 2024

Parameterized Decision-Making with Multi-Modality Perception for Autonomous Driving.

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

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

MODUS: An Impact-Aware Decision Framework with Adaptive Fusion for Connected Autonomous Vehicles.

Quanlin Yu, Yuyang Xia, Shuncheng Liu, Weijie Lian, Rui Hu, Zhengzhuo Zhang, Shaozhi Wu, Kai Zheng, Han Su

Proceedings of the Database Systems for Advanced Applications, 2024

FAITH: A Fast, Accurate, and Lightweight Database-Agnostic Learned Cost Model.

Waner Li, Xu Chen, Zibo Liang, Runfan Ye, Ruyi Lai, Siying Yue, Qinyuan Su, Kai Zheng, Han Su, Shaozhi Wu

Proceedings of the Database Systems for Advanced Applications. DASFAA 2024 International Workshops, 2024

Imitation Learning Decision with Driving Style Tuning for Personalized Autonomous Driving.

Rui Hu, Yuze Wang, Ximu Zeng, Shuncheng Liu, Quanlin Yu, Peicong Wu, Zhengzhuo Zhang, Han Su, Kai Zheng

Proceedings of the Database Systems for Advanced Applications, 2024

Towards Online and Safe Configuration Tuning with Semi-supervised Anomaly Detection.

Haitian Chen, Xu Chen, Zibo Liang, Xiushi Feng, Jiandong Xie, Han Su, Kai Zheng

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

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

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

2022

Efficient and Effective Similar Subtrajectory Search: A Spatial-aware Comprehension Approach.

Liwei Deng, Hao Sun, Rui Sun, Yan Zhao, Han Su

ACM Trans. Intell. Syst. Technol., 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

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

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

Answering Why-Not Group Spatial Keyword Queries.

Bolong Zheng, Kai Zheng, Christian S. Jensen, Nguyen Quoc Viet Hung, Han Su, Guohui Li, Xiaofang Zhou

IEEE Trans. Knowl. Data Eng., 2020

Destination-Aware Task Assignment in Spatial Crowdsourcing: A Worker Decomposition Approach.

Yan Zhao, Kai Zheng, Yang Li, Han Su, Jiajun Liu, Xiaofang Zhou

IEEE Trans. Knowl. Data Eng., 2020

Predictive Task Assignment in Spatial Crowdsourcing: A Data-driven Approach.

Yan Zhao, Kai Zheng, Yue Cui, Han Su, Feida Zhu, Xiaofang Zhou

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

DeepQT : Learning Sequential Context for Query Execution Time Prediction.

Jingxiong Ni, Yan Zhao, Kai Zeng, Han Su, Kai Zheng

Proceedings of the Database Systems for Advanced Applications, 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

2019

Answering Why-Not Group Spatial Keyword Queries (Extended Abstract).

Bolong Zheng, Kai Zheng, Christian S. Jensen, Nguyen Quoc Viet Hung, Han Su, GuoHui Li, Xiaofang Zhou

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

PerRD: A System for Personalized Route Description.

Han Su, Guanglin Cong, Wei Chen, Qinyuan Su, Bolong Zheng, Kai Zheng

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Personalized Route Description Based On Historical Trajectories.

Han Su, Guanglin Cong, Wei Chen, Bolong Zheng, Kai Zheng

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Multiple Rumor Source Detection with Graph Convolutional Networks.

Ming Dong, Bolong Zheng, Nguyen Quoc Viet Hung, Han Su, GuoHui Li

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Preference-Aware Task Assignment in Spatial Crowdsourcing.

Yan Zhao, Jinfu Xia, Guanfeng Liu, Han Su, Defu Lian, Shuo Shang, Kai Zheng

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

SharkDB: an in-memory column-oriented storage for trajectory analysis.

Bolong Zheng, Haozhou Wang, Kai Zheng, Han Su, Kuien Liu, Shuo Shang

World Wide Web, 2018

Advanced forecasting of career choices for college students based on campus big data.

Min Nie, Lei Yang, Jun Sun, Han Su, Hu Xia, Defu Lian, Kai Yan

Frontiers Comput. Sci., 2018

Concept for Evaluation of Techniques for Trajectory Distance Measures.

Douglas Alves Peixoto, Han Su, Nguyen Quoc Viet Hung, Bela Stantic, Bolong Zheng, Xiaofang Zhou

Proceedings of the 19th IEEE International Conference on Mobile Data Management, 2018

Efficient Clue-Based Route Search on Road Networks (Extended Abstract).

Bolong Zheng, Han Su, Wen Hua, Kai Zheng, Xiaofang Zhou, GuoHui Li

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Predicting Passenger's Public Transportation Travel Route Using Smart Card Data.

Chen Yang, Wei Chen, Bolong Zheng, Tieke He, Kai Zheng, Han Su

Proceedings of the Web and Big Data - Second International Joint Conference, 2018

Location Prediction in Social Networks.

Rong Liu, Guanglin Cong, Bolong Zheng, Kai Zheng, Han Su

Proceedings of the Web and Big Data - Second International Joint Conference, 2018

2017

Efficient Clue-Based Route Search on Road Networks.

Bolong Zheng, Han Su, Wen Hua, Kai Zheng, Xiaofang Zhou, GuoHui Li

IEEE Trans. Knowl. Data Eng., 2017

PaRE: A System for Personalized Route Guidance.

Yaguang Li, Han Su, Ugur Demiryurek, Bolong Zheng, Tieke He, Cyrus Shahabi

Proceedings of the 26th International Conference on World Wide Web, 2017

Predicting Academic Performance via Semi-supervised Learning with Constructed Campus Social Network.

Huaxiu Yao, Min Nie, Han Su, Hu Xia, Defu Lian

Proceedings of the Database Systems for Advanced Applications, 2017

GPS-Simulated Trajectory Detection.

Han Su, Wei Chen, Rong Liu, Min Nie, Bolong Zheng, Zehao Huang, Defu Lian

Proceedings of the Database Systems for Advanced Applications, 2017

Destination-aware Task Assignment in Spatial Crowdsourcing.

Yan Zhao, Yang Li, Yu Wang, Han Su, Kai Zheng

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

Landmark-Based Route Recommendation with Crowd Intelligence.

Bolong Zheng, Han Su, Kai Zheng, Xiaofang Zhou

Data Sci. Eng., 2016

PerNav: A Route Summarization Framework for Personalized Navigation.

Yaguang Li, Han Su, Ugur Demiryurek, Bolong Zheng, Kai Zeng, Cyrus Shahabi

Proceedings of the 2016 International Conference on Management of Data, 2016

Keyword-aware continuous kNN query on road networks.

Bolong Zheng, Kai Zheng, Xiaokui Xiao, Han Su, Hongzhi Yin, Xiaofang Zhou, GuoHui Li

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

2015

Quality-aware trajectory processing using significant locations

Han Su

PhD thesis, 2015

Calibrating trajectory data for spatio-temporal similarity analysis.

Han Su, Kai Zheng, Jiamin Huang, Haozhou Wang, Xiaofang Zhou

VLDB J., 2015

Go Beyond Raw Trajectory Data: Quality and Semantics.

Kai Zheng, Han Su

IEEE Data Eng. Bull., 2015

Interactive Top-k Spatial Keyword queries.

Kai Zheng, Han Su, Bolong Zheng, Shuo Shang, Jiajie Xu, Jiajun Liu, Xiaofang Zhou

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Making sense of trajectory data: A partition-and-summarization approach.

Han Su, Kai Zheng, Kai Zeng, Jiamin Huang, Shazia Sadiq, Nicholas Jing Yuan, Xiaofang Zhou

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

2014

STMaker - A System to Make Sense of Trajectory Data.

Han Su, Kai Zheng, Kai Zeng, Jiamin Huang, Xiaofang Zhou

Proc. VLDB Endow., 2014

A crowd-based route recommendation system-CrowdPlanner.

Han Su, Kai Zheng, Jiamin Huang, Tianyu Liu, Haozhou Wang, Xiaofang Zhou

Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

CrowdPlanner: A crowd-based route recommendation system.

Han Su, Kai Zheng, Jiamin Huang, Hoyoung Jeung, Lei Chen, Xiaofang Zhou

Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Efficient Aggregate Farthest Neighbour Query Processing on Road Networks.

Haozhou Wang, Kai Zheng, Han Su, Jiping Wang, Shazia Sadiq, Xiaofang Zhou

Proceedings of the Databases Theory and Applications, 2014

2013

CrowdPlanner: A Crowd-Based Route Recommendation System.

Han Su

CoRR, 2013

Calibrating trajectory data for similarity-based analysis.

Han Su, Kai Zheng, Haozhou Wang, Jiamin Huang, Xiaofang Zhou

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

An Effectiveness Study on Trajectory Similarity Measures.

Haozhou Wang, Han Su, Kai Zheng, Shazia Sadiq, Xiaofang Zhou

Proceedings of the Twenty-Fourth Australasian Database Conference, 2013

2011

HeartPlayer: A Smart Music Player Involving Emotion Recognition, Expression and Recommendation.

Songchun Fan, Cheng Tan, Xin Fan, Han Su, Jinyu Zhang

Proceedings of the Advances in Multimedia Modeling, 2011