Publications

@conference{Huang2024b,

title = {Demonstration of Udon: Line-by-line Debugging of User-Defined Functions in Data Workflows},

author = {Yicong Huang and Zuozhi Wang and Chen LI},

url = {https://doi.org/10.1145/3626246.3654756},

year  = {2024},

date = {2024-04-17},

booktitle = {SIGMOD 2024 Demo Track},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Taylor2024,

title = {Data Science Tasks Implemented with Scripts versus GUI-Based Workflows: The Good, the Bad, and the Ugly},

author = {Alexander K. Taylor and Yicong Huang and Junheng Hao and Xinyuan Lin and Xiusi Chen and Wei Wang and Chen Li},

year  = {2024},

date = {2024-02-27},

booktitle = {ICDE 2024, DataPlat Workshop},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Nawab2024,

title = {The Tipping Point of Edge-Cloud Data Management},

author = {Faisal Nawab and Moshe Shadmon},

url = {https://www.cidrdb.org/cidr2024/papers/p71-nawab.pdf},

year  = {2024},

date = {2024-01-01},

booktitle = {CIDR},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Huang2024,

title = {SES: Bridging the Gap Between Explainability and Prediction of Graph Neural Networks},

author = {Zhenhua Huang and Kunhao Li and Shaojie Wang and Zhaohong Jia and Wentao Zhu and Sharad Mehrotra},

year  = {2024},

date = {2024-01-01},

booktitle = {ICDE 2024},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Han2024,

title = {Hiding Access-pattern is Not Enough! Veil: A Storage and Communication Efficient Volume Hiding Algorithm},

author = {Shanshan Han and Vishal Chakraborty and Michael Goodrich and Sharad Mehrotra and Shantanu Sharma},

year  = {2024},

date = {2024-01-01},

booktitle = {SIGMOD 2024},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Chakraborty2024,

title = {Data-CASE: Grounding Data Regulations for Compliant Data Processing Systems},

author = {Vishal Chakraborty and Stacy Ann-Elvy and Sharad Mehrotra and Faisal Nawab and Muhammad Sadoghi and Shantanu Sharma and Nalini Venkatsubhramanian and Farhan Saeed},

year  = {2024},

date = {2024-01-01},

booktitle = {EDBT 2024},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Huang2023b,

title = {Udon: Efficient Debugging of User-Defined Functions in Big Data Systems with Line-by-Line Control},

author = {Yicong Huang and Zuozhi Wang and Chen Li},

url = {https://dl.acm.org/doi/10.1145/3626712},

year  = {2024},

date = {2024-01-01},

booktitle = {SIGMOD 2024},

journal = {SIGMOD 2024},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Allred2023,

title = {Testing CareDEX: SAGAT methodology deployed for a disaster drill at a senior living community},

author = {Aaron Allred and Alfonso Arauz and Mowhebat Bazargani and Rahul Bhope and Erin Boomershine and Nnenia Campbell and Christopher B. Davison and Nikil Dutt and Ronald Eguchi and Lisa Gibbs and ZhengHui Hu and Modeste Kenne and Sharad Mehrotra and Davis Park and Celeste Penney and Julie Rousseau and Nalini Venkatasubramanian and Guoxi Wang},

year  = {2023},

date = {2023-11-01},

booktitle = {IACIS Annual 23 - Clearwaterm BT 2023},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Huang2023,

title = {SRACas: A Social Role-Aware Graph Neural Network-Based Model for Popularity Prediction of Information Cascades},

author = {Zhenhua Huang and Yuhang He and Shaojie Wang and Zhenyu Wang and Ruifeng Xu and Sharad Mehrotra},

year  = {2023},

date = {2023-10-10},

booktitle = {The 28th International Conference on Database Systems for Advanced Applications},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Kargar2023,

title = {Hamming Tree: The case for Energy-Aware Indexing for NVMs},

author = {Saeed Kargar and Faisal Nawab},

year  = {2023},

date = {2023-10-10},

booktitle = {SIGMOD 2023},

journal = {SIGMOD 2023},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Alsudais2023,

title = {Raven: Accelerating Execution of Iterative Data Analytics by Reusing Results of Previous Equivalent Versions},

author = {Sadeem Alsudais and Avinash Kumar and Chen Li},

year  = {2023},

date = {2023-09-05},

booktitle = {HILDA@Sigmod 2023},

journal = {HILDA@Sigmod 2023},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Bai2023,

title = {Demo of Squidster: Supporting Middleware-based SQL Query Rewriting as a Service},

author = {Qiushi Bai and Sadeem Alsudais and Chen Li},

year  = {2023},

date = {2023-09-05},

booktitle = {VLDB},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Bai2023b,

title = {QueryBooster: Improving SQL Performance Using Middleware Services for Human-Centered Query Rewriting},

author = {Qiushi Bai and Sadeem Alsudais and Chen Li},

year  = {2023},

date = {2023-09-05},

booktitle = {VLDB},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Singh2023,

title = {WedgeBlock: An Off-Chain Secure Logging Platform for Blockchain Applications},

author = {Abhishek A. Singh and Yinan Zhou and Mohammad Sadoghi and Sharad Mehrotra and Shantanu Sharma, Faisal Nawab},

year  = {2023},

date = {2023-09-05},

booktitle = {EDBT},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Sharma2023,

title = {Information-Theoretically Secure and Highly Efficient Search and Row Retrieval},

author = {Shantanu Sharma and Yin Li and Sharad Mehrotra and Nisha Panwar and Komal Kumari and Swagnik Roychoudhury},

year  = {2023},

date = {2023-09-05},

booktitle = {VLDB},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Singh2023b,

title = {TransEdge: Supporting Efficient Read Queries Across Untrusted Edge Nodes},

author = {Abhishek A. Singh and Aasim Khan and Sharad Mehrotra and Faisal Nawab},

year  = {2023},

date = {2023-09-05},

booktitle = {EDBT},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Ray2023,

title = {SAFE-PASS: Stewardship, Advocacy, Fairness and Empowerment in Privacy, Accountability, Security, and Safety for Vulnerable Groups},

author = {Indrajit Ray and Bhavani Thuraisingham and Jaideep Vaidya and Sharad Mehrotra and Vijayalakshmi Atluri and Indrakshi Ray and Murat Kantarcioglu and Ramesh Raskar and Babak Salimi and Steve Simske and Nalini Venkatasubramanian and Vivek K. Singh},

year  = {2023},

date = {2023-09-05},

booktitle = {SACMAT},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Tran2023,

title = {Unstick Yourself: Recoverable Byzantine Fault Tolerant Services},

author = {Tuan Tran and Faisal Nawab and Owen Arden and Peter Alvaro},

year  = {2023},

date = {2023-08-28},

booktitle = {ICBC 2023},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Wang2023,

title = {Fries: Fast and Consistent Runtime Reconfiguration in Dataflow Systems with Transactional Guarantees},

author = {Zuozhi Wang and Shengquan Ni and Avinash Kumar and Chen Li},

year  = {2023},

date = {2023-08-28},

booktitle = {VLDB 2023},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{onCase2023,

title = {ML on Chain: The Case and Taxonomy of Machine Learning on Blockchain},

author = {Binbin Gu and Abhishek Singh and Yinan Zhou and Juncheng Fang and Faisal Nawab},

year  = {2023},

date = {2023-08-28},

booktitle = {ICBC 2023},

journal = {ICDC 2023},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Lin2023,

title = {ZIP:Lazy Imputation during Query Processing},

author = {Yiming Lin and Sharad Mehrotra},

year  = {2023},

date = {2023-08-28},

booktitle = {VLDB 2023},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Wang2023d,

title = {Building a Collaborative Data Analytics System: Opportunities and Challenges},

author = {Zuozhi Wang and Chen Li},

url = {https://www.vldb.org/pvldb/vol16/p3898-wang.pdf},

year  = {2023},

date = {2023-08-01},

booktitle = {VLDB 2023 (Tutorial)},

journal = {VLDB 2023 (Tutorial)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Wang2023c,

title = {Building a Collaborative Data Analytics System: Opportunities and Challenges},

author = {Zuozhi Wang and Chen Li},

year  = {2023},

date = {2023-06-08},

booktitle = {VLDB 2023},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Guo2023,

title = {Public Opinions toward COVID-19 Vaccine Mandates: A Machine Learning-based Analysis of U.S. Tweets},

author = {Yawen Guo and Jun Zhu and Yicong Huang and Lu He and Changyang He and Chen Li and and Kai Zheng},

url = {https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10148373/},

year  = {2023},

date = {2023-04-29},

booktitle = {AMIA 2022},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Borghouts2023,

title = {Understanding underlying moral values and language use of COVID-19 vaccine attitudes on twitter},

author = {Judith Borghouts and Yicong Huang and Sydney Gibbs and Suellen Hopfer and Chen Li and Gloria Mark},

url = {https://doi.org/10.1093/pnasnexus/pgad013},

year  = {2023},

date = {2023-03-07},

booktitle = {PNAS Nexus 2023},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Gupta2023,

title = {Reliable Transactions in Serverless-Edge Architecture},

author = {Suyash Gupta and Sajjad Rahnama and Erik Linsenmayer and Faisal Nawab and Mohammad Sadoghi},

url = {https://arxiv.org/abs/2201.00982},

year  = {2023},

date = {2023-01-01},

booktitle = {IEEE International Conference on Data Engineering (ICDE)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Bai2022,

title = {Demo of VisBooster: Accelerating Tableau Live Mode Queries Up to 100 Times Faster},

author = {Qiushi Bai and Sadeem Alsudais and Chen Li},

url = {http://ceur-ws.org/Vol-3135/bigvis_short5.pdf},

year  = {2022},

date = {2022-10-10},

booktitle = {EDBT/ICDT Workshops 2022},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Bai2022b,

title = {Rainbow: A Rendering-Aware Index for High-Quality Spatial Scatterplots with Result-Size Budgets},

author = {Qiushi Bai and Sadeem Alsudais and Chen Li and Shuang Zhao},

url = {https://diglib.eg.org/bitstream/handle/10.2312/pgv20221060/001-005.pdf?sequence=1&isAllowed=y},

year  = {2022},

date = {2022-10-10},

booktitle = {EGPGV 2022 – Eurographics Symposium on Parallel Graphics and Visualization},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Bai2022c,

title = {Maliva: Using Machine Learning to Rewrite Visualization Queries Under Time Constraints},

author = {Qiushi Bai and Sadeem Alsudais and Chen Li and Shuang Zhao},

url = {https://openproceedings.org/2023/conf/edbt/paper-194.pdf},

year  = {2022},

date = {2022-10-10},

booktitle = {International Conference on Extending Database Technology - EDBT 2023},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Liu2022,

title = {Demonstration of Collaborative and Interactive Workflow-Based Data Analytics in Texera},

author = {Xiaozhen Liu and Zuozhi Wang and Shengquan Ni and Sadeem Alsudais and Yicong Huang and Avinash Kumar and Chen Li},

url = {paper: https://www.vldb.org/pvldb/vol15/p3738-liu.pdf

demo video: https://www.youtube.com/watch?v=2gfPUZNsoBs},

year  = {2022},

date = {2022-10-10},

booktitle = {VLDB 2022 (Demo track)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Alsudais2022,

title = {GSViz: Progressive Visualization of Geospatial Influences in Social Networks},

author = { Sadeem Alsudais and

 Qiushi Bai and

 Shuang Zhao and

Chen Li},

year  = {2022},

date = {2022-10-10},

booktitle = {International Conference on Advances in Geographic Information Systems: SIGSPATIAL},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Pappachan2022,

title = {Don't Be a Tattle-Tale: Preventing Leakages through Data Dependencies on Access Control Protected Data.},

author = {Primal Pappachan and Shufan Zhang and Xi He and Sharad Mehrotra},

year  = {2022},

date = {2022-09-05},

booktitle = {VLDB},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Gu2022,

title = {Efficient Dynamic Clustering: Capturing Patterns from Historical Cluster Evolution},

author = {Binbin Gu and Saeed Kargar and Faisal Nawab},

url = {https://arxiv.org/abs/2203.00812},

year  = {2022},

date = {2022-09-05},

booktitle = {International Conference on Extending Database Technology (EDBT)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Yang2022b,

title = {Demonstration of Accelerating Machine Learning Inference Queries with Correlative Proxy Models },

author = {Zhihui Yang and Yicong Huang and Zuozhi Wang and Feng Gao and Yao Lu and Chen Li and X. Sean Wang},

url = {https://www.vldb.org/pvldb/vol15/p3734-yang.pdf},

year  = {2022},

date = {2022-09-05},

booktitle = {VLDB 2022 (Demo track)},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Yus2022,

title = {The SemIoTic Ecosystem: A Semantic Bridge between IoT Devices and Smart Spaces},

author = {Roberto Yus and Georgios Bouloukakis and Sharad Mehrotra and Nalini Venkatasubramanian},

year  = {2022},

date = {2022-09-05},

booktitle = {VLDB},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Ghosh2022b,

title = {JENNER: Just-in-time Enrichment in Query Processing},

author = {Dhrubajyoti Ghosh and Peeyush Gupta and Sharad Mehrotra and Roberto Yus and Yasser Altowim},

year  = {2022},

date = {2022-09-05},

booktitle = {VLDB},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Yang2022,

title = {Optimizing Machine Learning Inference Queries with Correlative Proxy Models},

author = {Zhihui Yang and Zuozhi Wang and Yicong Huang and Yao Lu and Chen Li and X. Sean Wang},

url = {https://www.vldb.org/pvldb/vol15/p2032-yang.pdf},

year  = {2022},

date = {2022-09-05},

booktitle = {VLDB 2022},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

@conference{Alkowaileet2022,

title = {Columnar Formats for Schemaless LSM-based Document Stores},

author = {Wail Alkowaileet and Michael Carey},

url = {https://www.vldb.org/pvldb/vol15/p2085-alkowaileet.pdf},

year  = {2022},

date = {2022-09-01},

booktitle = {VLDB 2022},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}