About Me
Research Associate II, Adobe Research, Bangalore.
B.Tech., Computer Science and Engineering, IIT Kanpur.
Papers
ScaleViz: Scaling Visualization Recommendation Models on Large Data.
Ghazi Shazan Ahmad, Shubham Agarwal, Subrata Mitra, Ryan Rossi, Manav Doshi, Vibhor Porwal, Syam Manoj Kumar Paila.
PAKDD 2024.
DOI:10.1007/978-981-97-2262-4_8.Universal Lower Bound for Causal Structure Learning with Interventions.
Vibhor Porwal, Piyush Srivastava, Gaurav Sinha.
arXiv:2111.05070.Efficient Insights Discovery through Conditional Generative Model based Query Approximation.
Vibhor Porwal, Subrata Mitra, Fan Du, John Anderson, Nikhil Sheoran, Anup Rao, Tung Mai, Gautam Kowshik, Sapthotharan Nair, Sameeksha Arora, Saurabh Mahapatra.
SIGMOD 2022 (Demo).
DOI:10.1145/3514221.3520161 .
Presentation @ SIGMOD.Almost Optimal Universal Lower Bound for Learning Causal DAGs with Atomic Interventions.
Vibhor Porwal, Piyush Srivastava, Gaurav Sinha.
AISTATS 2022 (Oral).
PMLR 151:5583-5603, 2022.
Talk @ IISc-MSR Seminar Series.Conditional Generative Model based Predicate-Aware Query Approximation.
Nikhil Sheoran, Subrata Mitra, Vibhor Porwal, Siddharth Ghetia, Jatin Varshney, Tung Mai, Anup Rao, Vikas Maddukuri.
AAAI 2022 (Oral).
arXiv:2201.12420.
Patents
Generation of Data Stories and Data Summaries based on user queries.
Promit Haldar, Jasjot Singh, Garimella Sai Priyanka, Vibhor Porwal, Iftikhar Ahamath Burhanuddin.
USPTO Application No. 18/421,344.Generating Fact Trees for Data Storytelling.
Raunak Shah, Vibhor Porwal, Koyel Mukherjee, Iftikhar Ahamath Burhanuddin, Saurabh Mahapatra, Annamalai Annamalai, Fan Du.
USPTO Application No. 18/471,996.Systems and Methods for Data Narration.
Vibhor Porwal, Aaron Jerry Ninan, Adit Akarsh, Aryan Yadav, Nischay, Iftikhar Ahamath Burhanuddin, Ramasuri Narayanam.
USPTO Application No. 18/159,726.Approximate Query Processing for Join Queries.
Vibhor Porwal, Shaddy Garg, Subrata Mitra, Gautam Kowshik, Serge Kazarin, Anil Malkani, Vidit Bhatia, Himanshu Panday, Anup Rao, Gromit Chan, Fan Du, Sameeksha Arora.
USPTO Application No. 18/092,779.Experimentally Validating Causal Graphs.
Vibhor Porwal, Gaurav Sinha.
USPTO Application No. 17/814,394.Jointly Predicting Multiple Individual-Level Features from Aggregate Data.
Isha Chaudhary, Rashul Chutani, Shaurya Goel, Simarpreet Singh Saluja, Vibhor Porwal, Gaurav Sinha.
USPTO Application No. 17/680,932.
USPTO Publication No. US 2023/0274310 A1.Generating Visual Stories from Data Sets.
Iftikhar Ahamath Burhanuddin, Koyel Mukherjee, Vibhor Porwal, Rebin Silva Valan Arasu, Jonathan Vance, Satya Gadikoyila, Meenakshi CS.
USPTO Application No. 17/649,736.
USPTO Publication No. US 2023/0244690 A1.Systems for Estimating Terminal Event Likelihood.
Vibhor Porwal, Ayush Chauhan, Aurghya Maiti, Gaurav Sinha, Ruchi Pandya.
USPTO Application No. 17/402,788.
USPTO Publication No. US 2023/0051416 A1.
Miscellaneous
Our project AI Assistant in AEP was recently released.
Our project KPI Pop was presented at Adobe Summit 2022 (Sneaks).
Reviewer for AISTATS 2023.
Contact
Email: vibhorporwal99@gmail.com
LinkedIn: vibhor-porwal
Twitter: vibhor_99
Google Scholar: Vibhor Porwal