Sheng Wang

55 papers A* 9A 4Misc 2Journal 34Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
BraveANN: Robust Approximate Nearest Neighbor Search for Billion-Scale Vectors.
World Wide Web (WWW)
Shengkun Zhu, Yiming Wang, Xin Jin, Jinshan Zeng, Sheng Wang, Yuan Sun, Yuhui Lai, Zhiyong Peng
2026 J jnl
Efficient low-rank index routing for high-dimensional approximate nearest neighbor search.
Inf. Process. Manag.
Yiqi Li, Sheng Wang, Zhiyu Chen, Zhiyong Peng
2026 J jnl
Graph-centric Cross-model Data Integration and Analytics in a Unified Multi-model Database.
CoRR
Zepeng Liu, Sheng Wang, Shixun Huang, Hailang Qiu, Yuwei Peng, Jiale Feng, Shunan Liao, Yushuai Ji, Zhiyong Peng
2026 J jnl
Highly-Efficient Large-Scale k-means with Individual Fairness.
Proc. VLDB Endow.
Shengkun Zhu, Jinshan Zeng, Yuan Sun, Sheng Wang, Yiming Wang, Yushuai Ji, Feiping Nie, Xiaodong Li, Zhiyong Peng
2026 A* conf
LoRA-E
WWW
Shengkun Zhu, Jinshan Zeng, Yiming Wang, Sheng Wang, Yuan Sun, Shangfeng Chen, Yuan Yao, Qiang Yang
2025 J jnl
A Survey on Open Dataset Search in the LLM Era: Retrospectives and Perspectives.
CoRR
Pengyue Li, Sheng Wang, Hua Dai, Zhiyu Chen, Zhifeng Bao, Brian D. Davison
2025 A* conf
Approximate Vector Set Search: A Bio-Inspired Approach for High-Dimensional Spaces.
ICDE
Yiqi Li, Sheng Wang, Zhiyu Chen, Shangfeng Chen, Zhiyong Peng
2025 J jnl
Carbon Price Forecasting with Structural Breaks: A Comparative Study of Deep Learning Models.
CoRR
Runsheng Ren, Jing Li, Yanxiu Li, Shixun Huang, Jun Shen, Wanqing Li, John Le, Sheng Wang
2025 J jnl
Dependency relationships-enhanced attentive group recommendation in HINs.
World Wide Web (WWW)
Juntao Zhang, Zhiyu Chen, Sheng Wang, Xiandi Yang, Daojun Han, Zhiyong Peng
2025 — conf
FedAPM: Federated Learning via ADMM with Partial Model Personalization.
KDD (2)
Shengkun Zhu, Feiteng Nie, Jinshan Zeng, Sheng Wang, Yuan Sun, Yuan Yao, Shangfeng Chen, Quanqing Xu, Chuanhui Yang
2025 J jnl
FedAPM: Federated Learning via ADMM with Partial Model Personalization.
CoRR
Shengkun Zhu, Feiteng Nie, Jinshan Zeng, Sheng Wang, Yuan Sun, Yuan Yao, Shangfeng Chen, Quanqing Xu, Chuanhui Yang
2025 J jnl
Federated and Balanced Clustering for High-dimensional Data.
Proc. VLDB Endow.
Yushuai Ji, Shengkun Zhu, Shixun Huang, Zepeng Liu, Sheng Wang, Zhiyong Peng
2025 — conf
Grayscale Image-Based Top-k Spatial Dataset Search Processing.
DASFAA (2)
Mingyue Zhang, Hua Dai, Pengyue Li, Sheng Wang, Bohan Li, Hao Zhou, Geng Yang
2025 A* conf
Joinable Search Over Multi-Source Spatial Datasets: Overlap, Coverage, and Efficiency.
ICDE
Wenzhe Yang, Sheng Wang, Zhiyu Chen, Yuan Sun, Zhiyong Peng
2025 A* conf
On Simplifying Large-Scale Spatial Vectors: Fast, Memory-Efficient, and Cost-Predictable $k$-Means.
ICDE
Yushuai Ji, Zepeng Liu, Sheng Wang, Yuan Sun, Zhiyong Peng
2024 J jnl
A Unified Approach for Multi-granularity Search over Spatial Datasets.
CoRR
Wenzhe Yang, Sheng Wang, Shixun Huang, Yuyang Liao, Yuan Sun, Juliana Freire, Zhiyong Peng
2024 J jnl
A learned cost model for big data query processing.
Inf. Sci.
Yan Li, Liwei Wang, Sheng Wang, Yuan Sun, Bolong Zheng, Zhiyong Peng
2024 J jnl
A systematic evaluation of machine learning on serverless infrastructure.
VLDB J.
Jiawei Jiang, Shaoduo Gan, Bo Du, Gustavo Alonso, Ana Klimovic, Ankit Singla, Wentao Wu, Sheng Wang, Ce Zhang
2024 J jnl
Approximate Vector Set Search: A Bio-Inspired Approach for High-Dimensional Spaces.
CoRR
Yiqi Li, Sheng Wang, Zhiyu Chen, Shangfeng Chen, Zhiyong Peng
2024 J jnl
Budgeted Spatial Data Acquisition: When Coverage and Connectivity Matter.
CoRR
Wenzhe Yang, Shixun Huang, Sheng Wang, Zhiyong Peng
2024 A conf
EDSS: An Exemplar Dataset Search Service over Encrypted Spatial Datasets.
ICWS
Pengyue Li, Hua Dai, Jie Sun, Sheng Wang, Wenzhe Yang, Geng Yang
2024 J jnl
Efficient k-means with Individual Fairness via Exponential Tilting.
CoRR
Shengkun Zhu, Jinshan Zeng, Yuan Sun, Sheng Wang, Xiaodong Li, Zhiyong Peng
2024 A* conf
Hybrid Regret Minimization: A Submodular Approach (Extended Abstract).
ICDE
Jiping Zheng, Fanxu Meng, Yanhao Wang, Xiaoyang Wang, Sheng Wang, Yuan Ma, Zhiyang Hao
2024 J jnl
Hybrid Regret Minimization: A Submodular Approach.
IEEE Trans. Knowl. Data Eng.
Jiping Zheng, Fanxu Meng, Yanhao Wang, Xiaoyang Wang, Sheng Wang, Yuan Ma, Zhiyang Hao
2024 J jnl
On ADMM in Heterogeneous Federated Learning: Personalization, Robustness, and Fairness.
CoRR
Shengkun Zhu, Jinshan Zeng, Sheng Wang, Yuan Sun, Xiaodong Li, Yuan Yao, Zhiyong Peng
2024 J jnl
On Simplifying Large-Scale Spatial Vectors: Fast, Memory-Efficient, and Cost-Predictable k-means.
CoRR
Yushuai Ji, Zepeng Liu, Sheng Wang, Yuan Sun, Zhiyong Peng
2024 A conf
Privacy-preserving Spatial Dataset Search in Cloud.
CIKM
Pengyue Li, Hua Dai, Sheng Wang, Wenzhe Yang, Geng Yang
2024 — conf
Towards Unified Spatio-Temporal Index for Hybrid Trajectory Search.
ADMA (3)
Tianyao Wen, Shengkun Zhu, Yiming Wang, Sheng Wang
2023 J jnl
Dependency Relationships-Enhanced Attentive Group Recommendation in HINs.
CoRR
Juntao Zhang, Sheng Wang, Zhiyu Chen, Xiandi Yang, Zhiyong Peng
2023 J jnl
Efficient Spatial Dataset Search over Multiple Data Sources.
CoRR
Wenzhe Yang, Sheng Wang, Yuan Sun, Zhiyu Chen, Zhiyong Peng
2023 J jnl
F3KM: Federated, Fair, and Fast k-means.
Proc. ACM Manag. Data
Shengkun Zhu, Quanqing Xu, Jinshan Zeng, Sheng Wang, Yuan Sun, Zhifeng Yang, Chuanhui Yang, Zhiyong Peng
2023 J jnl
Prerequisite-driven Fair Clustering on Heterogeneous Information Networks.
Proc. ACM Manag. Data
Juntao Zhang, Sheng Wang, Yuan Sun, Zhiyong Peng
2022 A* conf
A Resource-Aware Deep Cost Model for Big Data Query Processing.
ICDE
Yan Li, Liwei Wang, Sheng Wang, Yuan Sun, Zhiyong Peng
2022 J jnl
A Survey on Trajectory Data Management, Analytics, and Learning.
ACM Comput. Surv.
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Gao Cong
2022 J jnl
Boosting ant colony optimization via solution prediction and machine learning.
Comput. Oper. Res.
Yuan Sun, Sheng Wang, Yunzhuang Shen, Xiaodong Li, Andreas T. Ernst, Michael Kirley
2022 J jnl
Fast Dataset Search with Earth Mover's Distance.
Proc. VLDB Endow.
Wenzhe Yang, Sheng Wang, Yuan Sun, Zhiyong Peng
2022 — conf
Motorch: an on-device trajectory data management system during a pandemic.
SIGSPATIAL/GIS
Chen Wu, Sheng Wang, Zhiyong Peng
2021 — conf
Public Transport Planning: When Transit Network Connectivity Meets Commuting Demand.
SIGMOD Conference
Sheng Wang, Yuan Sun, Christopher Musco, Zhifeng Bao
2021 J jnl
Public Transport Planning: When Transit Network Connectivity Meets Commuting Demand.
CoRR
Sheng Wang, Yuan Sun, Christopher Musco, Zhifeng Bao
2020 J jnl
A Survey on Trajectory Data Management, Analytics, and Learning.
CoRR
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Gao Cong
2020 J jnl
Boosting Ant Colony Optimization via Solution Prediction and Machine Learning.
CoRR
Yuan Sun, Sheng Wang, Yunzhuang Shen, Xiaodong Li, Andreas T. Ernst, Michael Kirley
2020 J jnl
On the Efficiency of K-Means Clustering: Evaluation, Optimization, and Algorithm Selection.
CoRR
Sheng Wang, Yuan Sun, Zhifeng Bao
2020 J jnl
On the Efficiency of K-Means Clustering: Evaluation, Optimization, and Algorithm Selection.
Proc. VLDB Endow.
Sheng Wang, Yuan Sun, Zhifeng Bao
2019 J jnl
Fast Large-Scale Trajectory Clustering.
Proc. VLDB Endow.
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos Sellis, Xiaolin Qin
2019 A conf
Intelligent Traffic Analytics: From Monitoring to Controlling.
WSDM
Sheng Wang, Yunzhuang Shen, Zhifeng Bao, Xiaolin Qin
2018 A conf
A Unified Processing Paradigm for Interactive Location-based Web Search.
WSDM
Sheng Wang, Zhifeng Bao, Shixun Huang, Rui Zhang
2018 A* conf
Reverse k Nearest Neighbor Search over Trajectories (Extended Abstract).
ICDE
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos Sellis, Gao Cong
2018 J jnl
Reverse k Nearest Neighbor Search over Trajectories.
IEEE Trans. Knowl. Data Eng.
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos Sellis, Gao Cong
2018 A* conf
Torch: A Search Engine for Trajectory Data.
SIGIR
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Zizhe Xie, Qizhi Liu, Xiaolin Qin
2018 — conf
Trip Planning by an Integrated Search Paradigm.
SIGMOD Conference
Sheng Wang, Mingzhao Li, Yipeng Zhang, Zhifeng Bao, David Alexander Tedjopurnomo, Xiaolin Qin
2017 A* conf
Answering Top-k Exemplar Trajectory Queries.
ICDE
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos Sellis, Mark Sanderson, Xiaolin Qin
2017 Misc conf
Boosting Point-Based Trajectory Search with Quad-Tree.
ADC
Munkh-Erdene Yadamjav, Sheng Wang, Zhifeng Bao, Bang Zhang
2017 J jnl
Reverse k Nearest Neighbor Search over Trajectories.
CoRR
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos K. Sellis, Gao Cong
2017 J jnl
Tide-tree: A self-tuning indexing scheme for hybrid storage system.
World Wide Web
Sheng Wang, Xiaolin Qin, Zhifeng Bao, Bohan Li
2016 Misc conf
Interactive Trip Planning Using Activity Trajectories.
ADCS
Sheng Wang, Zhifeng Bao, J. Shane Culpepper, Timos Sellis, Mark Sanderson, Munkh-Erdene Yadamjav