Srikanta J. Bedathur

Orcid: 0000-0002-3949-2175

Affiliations:
  • IIT Delhi, India
  • IBM India Research Lab, New Delhi, India (former)


According to our database1, Srikanta J. Bedathur authored at least 109 papers between 2003 and 2024.

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

Timeline

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Bibliography

2024
Robust Training of Temporal GNNs using Nearest Neighbours based Hard Negatives.
CoRR, 2024

Robust Training of Temporal GNNs using Nearest Neighbour based Hard Negatives.
Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), 2024

2023
Modeling Spatial Trajectories Using Coarse-Grained Smartphone Logs.
IEEE Trans. Big Data, April, 2023

Navigating the Structured What-If Spaces: Counterfactual Generation via Structured Diffusion.
CoRR, 2023

Tapestry of Time and Actions: Modeling Human Activity Sequences using Temporal Point Process Flows.
CoRR, 2023

Retrieving Continuous Time Event Sequences using Neural Temporal Point Processes with Learnable Hashing.
CoRR, 2023

GSHOT: Few-shot Generative Modeling of Labeled Graphs.
CoRR, 2023

Embeddings for Tabular Data: A Survey.
CoRR, 2023

Evaluating Cross-modal Generative Models Using Retrieval Task.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

GRAFENNE: Learning on Graphs with Heterogeneous and Dynamic Feature Sets.
Proceedings of the International Conference on Machine Learning, 2023

LCM: A Surprisingly Effective Framework for Supervised Cross-modal Retrieval.
Proceedings of the 6th Joint International Conference on Data Science & Management of Data (10th ACM IKDD CODS and 28th COMAD), 2023

Teaching Old DB Neu(ral) Tricks: Learning Embeddings on Multi-tabular Databases.
Proceedings of the 6th Joint International Conference on Data Science & Management of Data (10th ACM IKDD CODS and 28th COMAD), 2023

DetAIL: A Tool to Automatically Detect and Analyze Drift in Language.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Modeling Continuous Time Sequences with Intermittent Observations using Marked Temporal Point Processes.
ACM Trans. Intell. Syst. Technol., 2022

Doing More with Less: Overcoming Data Scarcity for POI Recommendation via Cross-Region Transfer.
ACM Trans. Intell. Syst. Technol., 2022

New Wine in an Old Bottle: Data-aware Hash Functions for Bloom Filters.
Proc. VLDB Endow., 2022

A Survey on Temporal Graph Representation Learning and Generative Modeling.
CoRR, 2022

Plug and Play Counterfactual Text Generation for Model Robustness.
CoRR, 2022

TransDrift: Modeling Word-Embedding Drift using Transformer.
CoRR, 2022

ProActive: Self-Attentive Temporal Point Process Flows for Activity Sequences.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

VizAI : Selecting Accurate Visualizations of Numerical Data.
Proceedings of the CODS-COMAD 2022: 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD), Bangalore, India, January 8, 2022

Automatic Assessment of Quality of your Data for AI.
Proceedings of the CODS-COMAD 2022: 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD), Bangalore, India, January 8, 2022

TIGGER: Scalable Generative Modelling for Temporal Interaction Graphs.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Learning Temporal Point Processes for Efficient Retrieval of Continuous Time Event Sequences.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Answering Regular Path Queries through Exemplars.
Proc. VLDB Endow., 2021

BERT Meets Relational DB: Contextual Representations of Relational Databases.
CoRR, 2021

Tracking entities in technical procedures - a new dataset and baselines.
CoRR, 2021

Analyzing Topic Transitions in Text-Based Social Cascades Using Dual-Network Hawkes Process.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

1st International Workshop on Data Assessment and Readiness for AI.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2021

2nd International Workshop on Data Quality Assessment for Machine Learning.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Fast One-class Classification using Class Boundary-preserving Random Projections.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Region Invariant Normalizing Flows for Mobility Transfer.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Computing and Maintaining Provenance of Query Result Probabilities in Uncertain Knowledge Graphs.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

MUFin'21: First International Workshop on Modelling Uncertainty in the Financial World.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Regex Queries over Incomplete Knowledge Bases.
Proceedings of the 3rd Conference on Automated Knowledge Base Construction, 2021

Learning Temporal Point Processes with Intermittent Observations.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020
FROCC: Fast Random projection-based One-Class Classification.
CoRR, 2020

A Survey on Semantic Parsing from the perspective of Compositionality.
CoRR, 2020

Modeling Implicit Communities using Spatio-Temporal Point Processes from Geo-tagged Event Traces.
CoRR, 2020

On Embeddings in Relational Databases.
CoRR, 2020

Knowledge Base Inference for Regular Expression Queries.
CoRR, 2020

Modeling Implicit Communities from Geo-Tagged Event Traces Using Spatio-Temporal Point Processes.
Proceedings of the Web Information Systems Engineering - WISE 2020, 2020

Aspect-Based Academic Search Using Domain-Specific KB.
Proceedings of the Advances in Information Retrieval, 2020

Ranking Marginal Influencers in a Target-labeled Network.
Proceedings of the CoDS-COMAD 2020: 7th ACM IKDD CoDS and 25th COMAD, 2020

Adaptive Learned Bloom Filters under Incremental Workloads.
Proceedings of the CoDS-COMAD 2020: 7th ACM IKDD CoDS and 25th COMAD, 2020

How and Why is An Answer (Still) Correct? Maintaining Provenance in Dynamic Knowledge Graphs.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

IterefinE: Iterative KG Refinement Embeddings using Symbolic Knowledge.
Proceedings of the Conference on Automated Knowledge Base Construction, 2020

2019
Location-Specific Influence Quantification in Location-Based Social Networks.
ACM Trans. Intell. Syst. Technol., 2019

Efficiently Answering Regular Simple Path Queries on Large Labeled Networks.
Proceedings of the 2019 International Conference on Management of Data, 2019

ARROW: Approximating Reachability Using Random Walks Over Web-Scale Graphs.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Time-series as Background Data for Relating Medical Diagnoses Terms.
Proceedings of the 10th ACM International Conference on Bioinformatics, 2019

2018
Sampling and Reconstruction Using Bloom Filters.
IEEE Trans. Knowl. Data Eng., 2018

A Machine Learning Approach to Quantitative Prosopography.
CoRR, 2018

DataVizard: Recommending Visual Presentations for Structured Data.
Proceedings of the 21st International Workshop on the Web and Databases, 2018

Scalable Reasoning Infrastructure for Large Scale Knowledge Bases.
Proceedings of the ISWC 2018 Posters & Demonstrations, Industry and Blue Sky Ideas Tracks co-located with 17th International Semantic Web Conference (ISWC 2018), Monterey, USA, October 8th - to, 2018

Discovering Topical Interactions in Text-Based Cascades Using Hidden Markov Hawkes Processes.
Proceedings of the IEEE International Conference on Data Mining, 2018

Using Word Embeddings for Information Retrieval: How Collection and Term Normalization Choices Affect Performance.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

A Change Tracking Framework for Financial Documents.
Proceedings of the 2018 IEEE International Conference on Services Computing, 2018

2017
STREAK: An Efficient Engine for Processing Top-k SPARQL Queries with Spatial Filters.
CoRR, 2017

LoCaTe: Influence Quantification for Location Promotion in Location-based Social Networks.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Tracking the Impact of Fact Deletions on Knowledge Graph Queries using Provenance Polynomials.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016
Instant Espresso: Interactive Analysis of Relationships in Knowledge Graphs.
Proceedings of the 25th International Conference on World Wide Web, 2016

ESPRESSO: Explaining Relationships between Entity Sets.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

<i>Quark-X</i>: An Efficient Top-K Processing Framework for RDF Quad Stores.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
Tracking the Conductance of Rapidly Evolving Topic-Subgraphs.
Proc. VLDB Endow., 2015

Inferring and Exploiting Categories for Next Location Prediction.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

2014
RQ-RDF-3X: Going beyond triplestores.
Proceedings of the Workshops Proceedings of the 30th International Conference on Data Engineering Workshops, 2014

Towards Generating Text Summaries for Entity Chains.
Proceedings of the Advances in Information Retrieval, 2014

Phrase Query Optimization on Inverted Indexes.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013
Mind Your Language: Effects of Spoken Query Formulation on Retrieval Effectiveness.
CoRR, 2013

Sparqling kleene: fast property paths in RDF-3X.
Proceedings of the First International Workshop on Graph Data Management Experiences and Systems, 2013

Efficient Computation of Relationship-Centrality in Large Entity-Relationship Graphs.
Proceedings of the ISWC 2013 Posters & Demonstrations Track, 2013

FERRARI: Flexible and efficient reachability range assignment for graph indexing.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Computing n-gram statistics in MapReduce.
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

Generating Text Summaries of Graph Snippets.
Proceedings of the 19th International Conference on Management of Data, 2013

Label constrained shortest path estimation.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

D-Hive: Data Bees Pollinating RDF, Text, and Time.
Proceedings of the Sixth Biennial Conference on Innovative Data Systems Research, 2013

2012
High-Performance Reachability Query Processing under Index Size Restrictions
CoRR, 2012

Index maintenance for time-travel text search.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

2011
Temporal index sharding for space-time efficiency in archive search.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Time to Rethink Database Teaching in India?.
Proceedings of the 17th International Conference on Management of Data, 2011

2010
InZeit: Efficiently Identifying Insightful Time Points.
Proc. VLDB Endow., 2010

Interesting-Phrase Mining for Ad-Hoc Text Analytics.
Proc. VLDB Endow., 2010

Antourage: mining distance-constrained trips from flickr.
Proceedings of the 19th International Conference on World Wide Web, 2010

Durable top-k search in document archives.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Bonsai: Growing Interesting Small Trees.
Proceedings of the ICDM 2010, 2010

A Language Modeling Approach for Temporal Information Needs.
Proceedings of the Advances in Information Retrieval, 2010

NEAT: News Exploration Along Time.
Proceedings of the Advances in Information Retrieval, 2010

Incorporating terminology evolution for query translation in text retrieval with association rules.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Fast and accurate estimation of shortest paths in large graphs.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Efficient temporal keyword search over versioned text.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Temporal Knowledge for Timely Intelligence.
Proceedings of the Enabling Real-Time Business Intelligence - 4th International Workshop, 2010

2009
Time Will Tell: Leveraging Temporal Expressions in IR.
Proceedings of the Second International Conference on Web Search and Web Data Mining, 2009

Bridging the Terminology Gap in Web Archive Search.
Proceedings of the 12th International Workshop on the Web and Databases, 2009

Towards time-aware link prediction in evolving social networks.
Proceedings of the 3rd Workshop on Social Network Mining and Analysis, 2009

EverLast: a distributed architecture for preserving the web.
Proceedings of the 2009 Joint International Conference on Digital Libraries, 2009

2008
Flood Little, Cache More: Effective Result-Reuse in P2P IR Systems.
Proceedings of the Database Systems for Advanced Applications, 2008

2007
Comparing apples and oranges: normalized pagerank for evolving graphs.
Proceedings of the 16th International Conference on World Wide Web, 2007

EntityAuthority: Semantically Enriched Graph-Based Authority Propagation.
Proceedings of the Tenth International Workshop on the Web and Databases, 2007

FluxCapacitor: Efficient Time-Travel Text Search.
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

A Pocket Guide to Web History.
Proceedings of the String Processing and Information Retrieval, 2007

A time machine for text search.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Efficient Time-Travel on Versioned Text Collections.
Proceedings of the Datenbanksysteme in Business, 2007

2006
BuzzRank ... and the trend is your friend.
Proceedings of the 15th international conference on World Wide Web, 2006

Rank synopses for efficient time travel on the web graph.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

2005
Search-Optimized Suffix-Tree Storage for Biological Applications.
Proceedings of the High Performance Computing, 2005

2004
BODHI: A Database Habitat for Bio-diversity Information.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

Engineering a Fast Online Persistent Suffix Tree Construction.
Proceedings of the 20th International Conference on Data Engineering, 2004

2003
The building of BODHI, a bio-diversity database system.
Inf. Syst., 2003


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