Publications

@article{Ni2025IcedTea,

title = {IcedTea: Efficient and Responsive Time-Travel Debugging in Dataflow Systems},

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

year  = {2025},

date = {2025-01-01},

urldate = {2025-01-01},

journal = {Proc. VLDB Endow.},

note = {To appear},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{journals/pvldb/WangHNKALLDL24,

title = {Texera: A System for Collaborative and Interactive Data Analytics  Using Workflows},

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

url = {https://www.vldb.org/pvldb/vol17/p3580-wang.pdf

https://texera.io/wp-content/uploads/2024/12/vldb2024-texera-presentation.pdf},

doi = {10.14778/3681954.3682022},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

journal = {Proc. VLDB Endow. Scalable Data Science track},

volume = {17},

number = {11},

pages = {3580–3588},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{conf/sigmod/HuangWL24,

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/pdf/10.1145/3626712

https://texera.io/wp-content/uploads/2024/12/sigmod2024-udon-presentation.pdf},

doi = {10.1145/3626712},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

journal = {Proc. ACM SIGMOD},

volume = {1},

number = {4},

pages = {225:1–225:26},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{journals/corr/abs-2208-13143,

title = {Reshape: Adaptive Result-aware Skew Handling for Exploratory Analysis  on Big Data},

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

url = {https://doi.org/10.48550/arXiv.2208.13143},

doi = {10.48550/arXiv.2208.13143},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

journal = {CoRR},

volume = {abs/2208.13143},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{journals/pvldb/YangHWGLLW22,

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},

doi = {10.14778/3554821.3554887},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

journal = {Proc. VLDB Endow.},

volume = {15},

number = {12},

pages = {3734–3737},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{journals/pvldb/YangWHLLW22,

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},

doi = {10.14778/3547305.3547310},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

journal = {Proc. VLDB Endow.},

volume = {15},

number = {10},

pages = {2032–2044},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{journals/pvldb/LiuWNAHKL22,

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 = {https://www.vldb.org/pvldb/vol15/p3738-liu.pdf},

doi = {10.14778/3554821.3554888},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

journal = {Proc. VLDB Endow.},

volume = {15},

number = {12},

pages = {3738–3741},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{journals/pvldb/WangNK022,

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},

url = {https://www.vldb.org/pvldb/vol16/p256-wang.pdf

https://texera.io/wp-content/uploads/2024/12/vldb2023-fries-presentation.pdf},

doi = {10.14778/3565816.3565827},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

journal = {Proc. VLDB Endow.},

volume = {16},

number = {2},

pages = {256–268},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{journals/pvldb/WangKNL20,

title = {Demonstration of Interactive Runtime Debugging of Distributed Dataflows  in Texera},

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

url = {http://www.vldb.org/pvldb/vol13/p2953-wang.pdf

https://texera.io/wp-content/uploads/2024/12/vldb2020-texera-demo.pdf},

doi = {10.14778/3415478.3415517},

year  = {2020},

date = {2020-01-01},

urldate = {2020-01-01},

journal = {Proc. VLDB Endow.},

volume = {13},

number = {12},

pages = {2953–2956},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{journals/pvldb/KumarWNL20,

title = {Amber: A Debuggable Dataflow System Based on the Actor Model},

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

url = {http://www.vldb.org/pvldb/vol13/p740-kumar.pdf

https://texera.io/wp-content/uploads/2024/12/vldb2020-amber-presentation.pdf},

doi = {10.14778/3377369.3377381},

year  = {2020},

date = {2020-01-01},

urldate = {2020-01-01},

journal = {Proc. VLDB Endow.},

volume = {13},

number = {5},

pages = {740–753},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{ding2024brain,

title = {Brain image data processing using collaborative data workflows on Texera},

author = {Yunyan Ding and Yicong Huang and Pan Gao and Andy Thai and Atchuth Naveen Chilaparasetti and M Gopi and Xiangmin Xu and Chen Li},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

journal = {Frontiers in Neural Circuits},

volume = {18},

pages = {1398884},

publisher = {Frontiers Media SA},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{ko2024experience,

title = {How the experience of California wildfires shape Twitter climate change framings},

author = {Jessie WY Ko and Shengquan Ni and Alexander Taylor and Xiusi Chen and Yicong Huang and Avinash Kumar and Sadeem Alsudais and Zuozhi Wang and Xiaozhen Liu and Wei Wang and others},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

journal = {Climatic Change},

volume = {177},

number = {1},

pages = {1–21},

publisher = {Springer},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{judith2024,

title = {Wording Matters: the Effect of Linguistic Characteristics and Political Ideology on Resharing of COVID-19 Vaccine Tweets},

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

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

journal = {Transactions on Computer-Human Interaction (TOCHI)},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{joshua2023,

title = {The marketing and perceptions of non-tobacco blunt wraps on Twitter},

author = {Joshua Rhee and Yicong Huang and Sadeem Alsudais and Shengquan Ni and Avinash Kumar and Chen Li and David Timberlake},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

journal = {Substance Use and Misuse},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{borghouts2023understanding,

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},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

journal = {PNAS nexus},

volume = {2},

number = {3},

pages = {pgad013},

publisher = {Oxford University Press US},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{hopfer2021social,

title = {The social amplification and attenuation of COVID-19 risk perception shaping mask wearing behavior: a longitudinal twitter analysis},

author = {Suellen Hopfer and Emilia J Fields and Yuwen Lu and Ganesh Ramakrishnan and Ted Grover and Quishi Bai and Yicong Huang and Chen Li and Gloria Mark},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

journal = {PloS one},

volume = {16},

number = {9},

pages = {e0257428},

publisher = {Public Library of Science San Francisco, CA USA},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{journals/jamia/HeHRBHL0C21,

title = {Why do people oppose mask wearing? A comprehensive analysis of U.S.  tweets during the COVID-19 pandemic},

author = {Lu He and Changyang He and Tera L. Reynolds and Qiushi Bai and Yicong Huang and Chen Li and Kai Zheng and Yunan Chen},

url = {https://doi.org/10.1093/jamia/ocab047},

doi = {10.1093/jamia/ocab047},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

journal = {J. Am. Medical Informatics Assoc.},

volume = {28},

number = {7},

pages = {1564–1573},

keywords = {},

pubstate = {published},

tppubtype = {article}

}