Jianguo Wang

71 papers A* 8A 2B 2C 1Journal 47Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Survey of Learned Indexes for the Multi-dimensional Space.
ACM Comput. Surv.
Abdullah Al-Mamun, Hao Wu, Qiyang He, Jianguo Wang, Walid G. Aref
2026 J jnl
An Evaluation of B-tree Compression Techniques.
VLDB J.
Sikang Sun, Chuqing Gao, Shreya Ballijepalli, Jianguo Wang
2026 A conf
Fast Vector Search in PostgreSQL: A Decoupled Approach.
CIDR
Jiayi Liu, Yunan Zhang, Chenzhe Jin, Aditya Gupta, Shige Liu, Jianguo Wang
2026 J jnl
GraphLake: A Purpose-Built Graph Compute Engine for Lakehouse.
CoRR
Shige Liu, Songting Chen, Chengjie Qin, Mingxi Wu, Jianguo Wang
2026 J jnl
O^3-LSM: Maximizing Disaggregated LSM Write Performance via Three-Layer Offloading.
CoRR
Qi Lin, Gangqi Huang, Te Guo, Chang Guo, Viraj Thakkar, Zichen Zhu, Jianguo Wang, Zhichao Cao
2026 J jnl
WAter: A Workload-Adaptive Knob Tuning System based on Workload Compression.
CoRR
Yibo Wang, Jiale Lao, Chen Zhang, Cehua Yang, Jianguo Wang, Mingjie Tang
2025 J jnl
An update-intensive LSM-based R-tree index.
VLDB J.
Jaewoo Shin, Libin Zhou, Jianguo Wang, Walid G. Aref
2025 J jnl
Cache Coherence Over Disaggregated Memory.
Proc. VLDB Endow.
Ruihong Wang, Jianguo Wang, Walid G. Aref
2025 J jnl
GPTuner: An LLM-Based Database Tuning System.
SIGMOD Rec.
Jiale Lao, Yibo Wang, Yufei Li, Jianping Wang, Yunjia Zhang, Zhiyuan Cheng, Wanghu Chen, Mingjie Tang, Jianguo Wang
2025 — conf
Learned Indexes From the One-dimensional to the Multi-dimensional Spaces: Challenges, Techniques, and Opportunities.
SIGMOD Conference Companion
Abdullah Al-Mamun, Jianguo Wang, Walid G. Aref
2025 J jnl
QUITE: A Query Rewrite System Beyond Rules with LLM Agents.
CoRR
Yuyang Song, Hanxu Yan, Jiale Lao, Yibo Wang, Yufei Li, Yuanchun Zhou, Jianguo Wang, Mingjie Tang
2025 — conf
TigerVector: Supporting Vector Search in Graph Databases for Advanced RAGs.
SIGMOD Conference Companion
Shige Liu, Zhifang Zeng, Li Chen, Adil Ainihaer, Arun Ramasami, Songting Chen, Yu Xu, Mingxi Wu, Jianguo Wang
2025 J jnl
TigerVector: Supporting Vector Search in Graph Databases for Advanced RAGs.
CoRR
Shige Liu, Zhifang Zeng, Li Chen, Adil Ainihaer, Arun Ramasami, Songting Chen, Yu Xu, Mingxi Wu, Jianguo Wang
2025 J jnl
Tradeoffs in Processing Queries and Supporting Updates over an ML-Enhanced R-tree.
CoRR
Abdullah Al-Mamun, Ch. Md. Rakin Haider, Jianguo Wang, Walid G. Aref
2024 — conf
A Demonstration of GPTuner: A GPT-Based Manual-Reading Database Tuning System.
SIGMOD Conference Companion
Jiale Lao, Yibo Wang, Yufei Li, Jianping Wang, Yunjia Zhang, Zhiyuan Cheng, Wanghu Chen, Yuanchun Zhou, Mingjie Tang, Jianguo Wang
2024 J jnl
A Survey of Learned Indexes for the Multi-dimensional Space.
CoRR
Abdullah Al-Mamun, Hao Wu, Qiyang He, Jianguo Wang, Walid G. Aref
2024 A* conf
Are There Fundamental Limitations in Supporting Vector Data Management in Relational Databases? A Case Study of PostgreSQL.
ICDE
Yunan Zhang, Shige Liu, Jianguo Wang
2024 J jnl
CaaS-LSM: Compaction-as-a-Service for LSM-based Key-Value Stores in Storage Disaggregated Infrastructure.
Proc. ACM Manag. Data
Qiaolin Yu, Chang Guo, Jay Zhuang, Viraj Thakkar, Jianguo Wang, Zhichao Cao
2024 J jnl
Computing in the Era of Large Generative Models: From Cloud-Native to AI-Native.
CoRR
Yao Lu, Song Bian, Lequn Chen, Yongjun He, Yulong Hui, Matthew Lentz, Beibin Li, Fei Liu, Jialin Li, Qi Liu, Rui Liu, Xiaoxuan Liu, Lin Ma, Kexin Rong, Jianguo Wang, Yingjun Wu, Yongji Wu, Huanchen Zhang, Minjia Zhang, Qizhen Zhang, Tianyi Zhou, Danyang Zhuo
2024 J jnl
FCBench: Cross-Domain Benchmarking of Lossless Compression for Floating-point Data.
Proc. VLDB Endow.
Xinyu Chen, Jiannan Tian, Ian Beaver, Cynthia Freeman, Yan Yan, Jianguo Wang, Dingwen Tao
2024 J jnl
GPTuner: A Manual-Reading Database Tuning System via GPT-Guided Bayesian Optimization.
Proc. VLDB Endow.
Jiale Lao, Yibo Wang, Yufei Li, Jianping Wang, Yunjia Zhang, Zhiyuan Cheng, Wanghu Chen, Mingjie Tang, Jianguo Wang
2024 J jnl
Joint Optimization of Pricing, Dispatching and Repositioning in Ride-Hailing With Multiple Models Interplayed Reinforcement Learning.
IEEE Trans. Knowl. Data Eng.
Zhongyun Zhang, Lei Yang, Jiajun Yao, Chao Ma, Jianguo Wang
2024 J jnl
Optimizing LSM-based indexes for disaggregated memory.
VLDB J.
Ruihong Wang, Chuqing Gao, Jianguo Wang, Prishita Kadam, M. Tamer Özsu, Walid G. Aref
2024 J jnl
Revisiting B-tree Compression: An Experimental Study.
Proc. ACM Manag. Data
Chuqing Gao, Shreya Ballijepalli, Jianguo Wang
2024 J jnl
SELCC: Coherent Caching over Compute-Limited Disaggregated Memory.
CoRR
Ruihong Wang, Jianguo Wang, Walid G. Aref
2024 J jnl
SingleStore-V: An Integrated Vector Database System in SingleStore.
Proc. VLDB Endow.
Cheng Chen, Chenzhe Jin, Yunan Zhang, Sasha Podolsky, Chun Wu, Szu-Po Wang, Eric Hanson, Zhou Sun, Robert Walzer, Jianguo Wang
2024 J jnl
Survey of vector database management systems.
VLDB J.
James Jie Pan, Jianguo Wang, Guoliang Li
2024 J jnl
Understanding the Performance Implications of the Design Principles in Storage-Disaggregated Databases.
Proc. ACM Manag. Data
Xi Pang, Jianguo Wang
2024 — conf
Vector Database Management Techniques and Systems.
SIGMOD Conference Companion
James Jie Pan, Jianguo Wang, Guoliang Li
2024 J jnl
Vector Databases: What's Really New and What's Next?
Proc. VLDB Endow.
Jianguo Wang, Eric Hanson, Guoliang Li, Yannis Papakonstantinou, Harsha Vardhan Simhadri, Charles Xie
2024 J jnl
Vexless: A Serverless Vector Data Management System Using Cloud Functions.
Proc. ACM Manag. Data
Yongye Su, Yinqi Sun, Minjia Zhang, Jianguo Wang
2023 J jnl
An Update-intensive LSM-based R-tree Index.
CoRR
Jaewoo Shin, Jianguo Wang, Walid G. Aref
2023 — conf
Disaggregated Database Systems.
SIGMOD Conference Companion
Jianguo Wang, Qizhen Zhang
2023 J jnl
FCBench: Cross-Domain Benchmarking of Lossless Compression for Floating-Point Data.
CoRR
Xinyu Chen, Jiannan Tian, Ian Beaver, Cynthia Freeman, Yan Yan, Jianguo Wang, Dingwen Tao
2023 J jnl
GPTuner: A Manual-Reading Database Tuning System via GPT-Guided Bayesian Optimization.
CoRR
Jiale Lao, Yibo Wang, Yufei Li, Jianping Wang, Yunjia Zhang, Zhiyuan Cheng, Wanghu Chen, Mingjie Tang, Jianguo Wang
2023 J jnl
SUREL+: Moving from Walks to Sets for Scalable Subgraph-based Graph Representation Learning.
CoRR
Haoteng Yin, Muhan Zhang, Jianguo Wang, Pan Li
2023 J jnl
SUREL+: Moving from Walks to Sets for Scalable Subgraph-based Graph Representation Learning.
Proc. VLDB Endow.
Haoteng Yin, Muhan Zhang, Jianguo Wang, Pan Li
2023 J jnl
Survey of Vector Database Management Systems.
CoRR
James Jie Pan, Jianguo Wang, Guoliang Li
2023 A* conf
dLSM: An LSM-Based Index for Memory Disaggregation.
ICDE
Ruihong Wang, Jianguo Wang, Prishita Kadam, M. Tamer Özsu, Walid G. Aref
2022 J jnl
Algorithm and System Co-design for Efficient Subgraph-based Graph Representation Learning.
CoRR
Haoteng Yin, Muhan Zhang, Yanbang Wang, Jianguo Wang, Pan Li
2022 J jnl
Algorithm and System Co-design for Efficient Subgraph-based Graph Representation Learning.
Proc. VLDB Endow.
Haoteng Yin, Muhan Zhang, Yanbang Wang, Jianguo Wang, Pan Li
2022 B conf
The "AI + R" - tree: An Instance-optimized R - tree.
MDM
Abdullah Al-Mamun, Ch. Md. Rakin Haider, Jianguo Wang, Walid G. Aref
2022 J jnl
The "AI+R"-tree: An Instance-optimized R-tree.
CoRR
Abdullah Al-Mamun, Ch. Md. Rakin Haider, Jianguo Wang, Walid G. Aref
2022 J jnl
The Case for Distributed Shared-Memory Databases with RDMA-Enabled Memory Disaggregation.
CoRR
Ruihong Wang, Jianguo Wang, Stratos Idreos, M. Tamer Özsu, Walid G. Aref
2022 J jnl
The Case for Distributed Shared-Memory Databases with RDMA-Enabled Memory Disaggregation.
Proc. VLDB Endow.
Ruihong Wang, Jianguo Wang, Stratos Idreos, M. Tamer Özsu, Walid G. Aref
2021 J jnl
An Experimental Evaluation and Investigation of Waves of Misery in R-trees.
CoRR
Lu Xing, Eric Lee, Tong An, Bo-Cheng Chu, Ahmed Mahmood, Ahmed M. Aly, Jianguo Wang, Walid G. Aref
2021 J jnl
An Experimental Evaluation and Investigation of Waves of Misery in R-trees.
Proc. VLDB Endow.
Lu Xing, Eric Lee, Tong An, Bo-Cheng Chu, Ahmed Mahmood, Ahmed M. Aly, Jianguo Wang, Walid G. Aref
2021 A* conf
Evaluating List Intersection on SSDs for Parallel I/O Skipping.
ICDE
Jianguo Wang, Chunbin Lin, Yannis Papakonstantinou, Steven Swanson
2021 J jnl
Index-based, High-dimensional, Cosine Threshold Querying with Optimality Guarantees.
Theory Comput. Syst.
Yuliang Li, Jianguo Wang, Benjamin S. Pullman, Nuno Bandeira, Yannis Papakonstantinou
2021 — conf
Milvus: A Purpose-Built Vector Data Management System.
SIGMOD Conference
Jianguo Wang, Xiaomeng Yi, Rentong Guo, Hai Jin, Peng Xu, Shengjun Li, Xiangyu Wang, Xiangzhou Guo, Chengming Li, Xiaohai Xu, Kun Yu, Yuxing Yuan, Yinghao Zou, Jiquan Long, Yudong Cai, Zhenxiang Li, Zhifeng Zhang, Yihua Mo, Jun Gu, Ruiyi Jiang, Yi Wei, Charles Xie
2021 A* conf
The LSM RUM-Tree: A Log Structured Merge R-Tree for Update-intensive Spatial Workloads.
ICDE
Jaewoo Shin, Jianguo Wang, Walid G. Aref
2019 A conf
Index-Based, High-Dimensional, Cosine Threshold Querying with Optimality Guarantees.
ICDT
Yuliang Li, Jianguo Wang, Benjamin S. Pullman, Nuno Bandeira, Yannis Papakonstantinou
2018 J jnl
CLIM: A Cross-Level Workload-Aware Timing Error Prediction Model for Functional Units.
IEEE Trans. Computers
Xun Jiao, Abbas Rahimi, Yu Jiang, Jianguo Wang, Hamed Fatemi, José Pineda de Gyvez, Rajesh K. Gupta
2018 B conf
Griffin: uniting CPU and GPU in information retrieval systems for intra-query parallelism.
PPoPP
Yang Liu, Jianguo Wang, Steven Swanson
2018 J jnl
Index-based, High-dimensional, Cosine Threshold Querying with Optimality Guarantees.
CoRR
Yuliang Li, Jianguo Wang, Benjamin S. Pullman, Nuno Bandeira, Yannis Papakonstantinou
2018 J jnl
Optimal algorithms for selecting top-k combinations of attributes: theory and applications.
VLDB J.
Chunbin Lin, Jiaheng Lu, Zhewei Wei, Jianguo Wang, Xiaokui Xiao
2018 — —
Query Processing of Sorted Lists on Modern Hardware.
Jianguo Wang
2017 — conf
An Experimental Study of Bitmap Compression vs. Inverted List Compression.
SIGMOD Conference
Jianguo Wang, Chunbin Lin, Yannis Papakonstantinou, Steven Swanson
2017 A* conf
Fast and Scalable Distributed Set Similarity Joins for Big Data Analytics.
ICDE
Chuitian Rong, Chunbin Lin, Yasin N. Silva, Jianguo Wang, Wei Lu, Xiaoyong Du
2017 A* conf
GQFast: Fast Graph Exploration with Context-Aware Autocompletion.
ICDE
Chunbin Lin, Jianguo Wang, Yannis Papakonstantinou
2017 — conf
Location-sensitive Query Auto-completion.
WWW (Companion Volume)
Chunbin Lin, Jianguo Wang, Jiaheng Lu
2017 J jnl
MILC: Inverted List Compression in Memory.
Proc. VLDB Endow.
Jianguo Wang, Chunbin Lin, Ruining He, Moojin Chae, Yannis Papakonstantinou, Steven Swanson
2017 — conf
SpiderX: Fast XML Exploration System.
WWW (Companion Volume)
Chunbin Lin, Jianguo Wang
2017 — conf
Towards heterogeneous keyword search.
ACM TUR-C
Chunbin Lin, Jianguo Wang, Chuitian Rong
2016 J jnl
Data Compression for Analytics over Large-scale In-memory Column Databases (Summary Paper).
CoRR
Chunbin Lin, Jianguo Wang, Yannis Papakonstantinou
2016 C conf
SSD in-storage computing for list intersection.
DaMoN
Jianguo Wang, Dongchul Park, Yang-Suk Kee, Yannis Papakonstantinou, Steven Swanson
2016 A* conf
Sherlock: Sparse Hierarchical Embeddings for Visually-Aware One-Class Collaborative Filtering.
IJCAI
Ruining He, Chunbin Lin, Jianguo Wang, Julian J. McAuley
2016 J jnl
Sherlock: Sparse Hierarchical Embeddings for Visually-aware One-class Collaborative Filtering.
CoRR
Ruining He, Chunbin Lin, Jianguo Wang, Julian J. McAuley
2014 J jnl
Cache Design of SSD-Based Search Engine Architectures: An Experimental Study.
ACM Trans. Inf. Syst.
Jianguo Wang, Eric Lo, Man Lung Yiu, Jiancong Tong, Gang Wang, Xiaoguang Liu
2013 J jnl
Identifying the Most Connected Vertices in Hidden Bipartite Graphs Using Group Testing.
IEEE Trans. Knowl. Data Eng.
Jianguo Wang, Eric Lo, Man Lung Yiu
2013 A* conf
The impact of solid state drive on search engine cache management.
SIGIR
Jianguo Wang, Eric Lo, Man Lung Yiu, Jiancong Tong, Gang Wang, Xiaoguang Liu