Arnab Nandi

Orcid: 0000-0002-4138-603X

Affiliations:
  • Ohio State University, Columbus, OH, USA
  • University of Michigan, USA (PhD 2011)


According to our database1, Arnab Nandi authored at least 80 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Noise-Aware Training of Layout-Aware Language Models.
CoRR, 2024

Responsible Sharing of Spatiotemporal Data.
Proceedings of the Companion of the 2024 International Conference on Management of Data, 2024

V2V: Efficiently Synthesizing Video Results for Video Queries.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Guided Querying over Videos using Autocompletion Suggestions.
Proceedings of the 2024 Workshop on Human-In-the-Loop Data Analytics, 2024

Integrating LLMs into Database Systems Education.
Proceedings of the 3rd International Workshop on Data Systems Education: Bridging education practice with education research, 2024

2023
Cross-Modal Entity Matching for Visually Rich Documents.
CoRR, 2023

Camera-First Form Filling: Reducing the Friction in Climate Hazard Reporting.
Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2023

2022
Quill: A Declarative Approach for Accelerating Augmented Reality Application Development.
IEEE Data Eng. Bull., 2022

2021
Improving Information Extraction from Visually Rich Documents using Visual Span Representations.
Proc. VLDB Endow., 2021

DreamStore: A Data Platform for Enabling Shared Augmented Reality.
Proceedings of the IEEE Virtual Reality and 3D User Interfaces, 2021

2020
Evaluating interactive data systems.
VLDB J., 2020

Transfer Learning for Abstractive Summarization at Controllable Budgets.
CoRR, 2020

Interpretable Multi-headed Attention for Abstractive Summarization at Controllable Lengths.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Amplifying Domain Expertise to Combat Antimicrobial Resistance.
Proceedings of the AMIA 2020, 2020

2019
Visual Segmentation for Information Extraction from Heterogeneous Visually Rich Documents.
Proceedings of the 2019 International Conference on Management of Data, 2019

International Workshop on Human-In-the-Loop Data Analytics (HILDA).
Proceedings of the 2019 International Conference on Management of Data, 2019

Short and Long-term Pattern Discovery Over Large-Scale Geo-Spatiotemporal Data.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Transformer: a database-driven approach to generating forms for constrained interaction.
Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019

Flux capacitors for JavaScript deloreans: approximate caching for physics-based data interaction.
Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019

Deterministic Routing between Layout Abstractions for Multi-Scale Classification of Visually Rich Documents.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Learning to Detect Heavy Drinking Episodes Using Smartphone Accelerometer Data.
Proceedings of the 4th International Workshop on Knowledge Discovery in Healthcare Data co-located with the 28th International Joint Conference on Artificial Intelligence, 2019

ARQuery: Hallucinating Analytics over Real-World Data using Augmented Reality.
Proceedings of the 9th Biennial Conference on Innovative Data Systems Research, 2019

2018
A Session-Based Approach to Fast-But-Approximate Interactive Data Cube Exploration.
ACM Trans. Knowl. Discov. Data, 2018

ICARUS: Minimizing Human Effort in Iterative Data Completion.
Proc. VLDB Endow., 2018

Progressive Data Analysis and Visualization (Dagstuhl Seminar 18411).
Dagstuhl Reports, 2018

To Ship or Not to (Function) Ship (Extended version).
CoRR, 2018

Evaluating Interactive Data Systems: Workloads, Metrics, and Guidelines.
Proceedings of the 2018 International Conference on Management of Data, 2018

Enabling Effective Data Interaction for Domain Experts.
Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

Derivation of expert consensus rules for missing antimicrobial susceptibility data.
Proceedings of the AMIA 2018, 2018

2017
DataTweener: A Demonstration of a Tweening Engine for Incremental Visualization of Data Transforms.
Proc. VLDB Endow., 2017

Data Tweening: Incremental Visualization of Data Transforms.
Proc. VLDB Endow., 2017

InfiniViz: Interactive Visual Exploration using Progressive Bin Refinement.
CoRR, 2017

A Unified Correlation-based Approach to Sampling Over Joins.
Proceedings of the 29th International Conference on Scientific and Statistical Database Management, 2017

On Designing a GeoViz-Aware Database System - Challenges and Opportunities.
Proceedings of the Advances in Spatial and Temporal Databases, 2017

Don't Just Swipe Left, Tell Me Why: Enhancing Gesture-based Feedback with Reason Bins.
Proceedings of the 22nd International Conference on Intelligent User Interfaces, 2017

DV8: Interactive Analysis of Aviation Data.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Small Data.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Characterizing Driving Context from Driver Behavior.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

Casual Querying: Facilitating Information Dissemination in Ad-hoc Environments.
Proceedings of the 8th Biennial Conference on Innovative Data Systems Research, 2017

2016
A Closer Look at Variance Implementations In Modern Database Systems.
SIGMOD Rec., 2016

HILDA 2016 Workshop: A Report.
IEEE Data Eng. Bull., 2016

Letter from the 2016 IEEE TCDE Early Career Award Winner.
IEEE Data Eng. Bull., 2016

Graphical Perception in Animated Bar Charts.
CoRR, 2016

Perfect and Maximum Randomness in Stratified Sampling over Joins.
CoRR, 2016

TrendQuery: a system for interactive exploration of trends.
Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2016

<i>FluxQuery</i>: An Execution Framework for Highly Interactive Query Workloads.
Proceedings of the 2016 International Conference on Management of Data, 2016

Hackathons as an Informal Learning Platform.
Proceedings of the 47th ACM Technical Symposium on Computing Science Education, 2016

Discovery of driving patterns by trajectory segmentation.
Proceedings of the 3rd ACM SIGSPATIAL PhD Symposium, 2016

Data Analytics Framework for A Game-based Rehabilitation System.
Proceedings of the 6th International Conference on Digital Health Conference, 2016

2015
SnapToQuery: Providing Interactive Feedback during Exploratory Query Specification.
Proc. VLDB Endow., 2015

Organic databases.
Int. J. Comput. Sci. Eng., 2015

TopChurn: Maximum Entropy Churn Prediction Using Topic Models Over Heterogeneous Signals.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Surpassing Humans and Computers with JELLYBEAN: Crowd-Vision-Hybrid Counting Algorithms.
Proceedings of the Third AAAI Conference on Human Computation and Crowdsourcing, 2015

Interactive Tweaking of Text Analytics Dashboards.
Proceedings of the Databases in Networked Information Systems, 2015

Breathing Life into Database Textbooks.
Proceedings of the Seventh Biennial Conference on Innovative Data Systems Research, 2015

Designing Interactive Query Interfaces to Teach Database Systems in the Classroom.
Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems, 2015

Beyond Binary Gestures: Exploring Documents using Touch Interfaces.
Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems, 2015

2014
Combining User Interaction, Speculative Query Execution and Sampling in the DICE System.
Proc. VLDB Endow., 2014

SAGA: array storage as a DB with support for structural aggregations.
Proceedings of the Conference on Scientific and Statistical Database Management, 2014

Distributed and interactive cube exploration.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

2013
Gestural Query Specification.
Proc. VLDB Endow., 2013

GestureQuery: A Multitouch Database Query Interface.
Proc. VLDB Endow., 2013

PLASMA-HD: Probing the LAttice Structure and MAkeup of High-dimensional Data.
Proc. VLDB Endow., 2013

With a little help from my friends.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Querying Without Keyboards.
Proceedings of the Sixth Biennial Conference on Innovative Data Systems Research, 2013

Keyboards, R.I.P.
Proceedings of the Sixth Biennial Conference on Innovative Data Systems Research, 2013

The interactive join: recognizing gestures for database queries.
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

2012
Data Cube Materialization and Mining over MapReduce.
IEEE Trans. Knowl. Data Eng., 2012

Skimmer: rapid scrolling of relational query results.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

2011
Answering Imprecise Structured Search Queries.
PhD thesis, 2011

Guided Interaction: Rethinking the Query-Result Paradigm.
Proc. VLDB Endow., 2011

Distributed cube materialization on holistic measures.
Proceedings of the 27th International Conference on Data Engineering, 2011

2009
HAMSTER: Using Search Clicklogs for Schema and Taxonomy Matching.
Proc. VLDB Endow., 2009

PrivatePond: Outsourced Management of Web Corpuses.
Proceedings of the 12th International Workshop on the Web and Databases, 2009

Qunits: queried units in database search.
Proceedings of the Fourth Biennial Conference on Innovative Data Systems Research, 2009

2007
Michigan Molecular Interactions (MiMI): putting the jigsaw puzzle together.
Nucleic Acids Res., 2007

Effective Phrase Prediction.
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Assisted querying using instant-response interfaces.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Making database systems usable.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

2005
SPIN: searching personal information networks.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005


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