Bishwaranjan Bhattacharjee

According to our database, Bishwaranjan Bhattacharjee authored at least 53 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Detectors for Safe and Reliable LLMs: Implementations, Uses, and Limitations.

Swapnaja Achintalwar, Adriana Alvarado Garcia, Ateret Anaby-Tavor, Ioana Baldini, Sara E. Berger, Bishwaranjan Bhattacharjee, Djallel Bouneffouf, Subhajit Chaudhury, Pin-Yu Chen, Lamogha Chiazor, Elizabeth M. Daly, Rogério Abreu de Paula, Pierre L. Dognin, Eitan Farchi, Soumya Ghosh, Michael Hind, Raya Horesh, George Kour, Ja Young Lee, Erik Miehling, Keerthiram Murugesan, Manish Nagireddy, Inkit Padhi, David Piorkowski, Ambrish Rawat, Orna Raz, Prasanna Sattigeri, Hendrik Strobelt, Sarathkrishna Swaminathan, Christoph Tillmann, Aashka Trivedi, Kush R. Varshney, Dennis Wei, Shalisha Witherspoon, Marcel Zalmanovici

CoRR, 2024

Efficient Models for the Detection of Hate, Abuse and Profanity.

Christoph Tillmann, Aashka Trivedi, Bishwaranjan Bhattacharjee

CoRR, 2024

2023

Teach me with a Whisper: Enhancing Large Language Models for Analyzing Spoken Transcripts using Speech Embeddings.

Fatema Hasan, Yulong Li, James R. Foulds, Shimei Pan, Bishwaranjan Bhattacharjee

CoRR, 2023

Neural Architecture Search for Effective Teacher-Student Knowledge Transfer in Language Models.

Aashka Trivedi, Takuma Udagawa, Michele Merler, Rameswar Panda, Yousef El-Kurdi, Bishwaranjan Bhattacharjee

CoRR, 2023

Cross-Lingual Transfer of Large Language Model by Visually-Derived Supervision Toward Low-Resource Languages.

Masayasu Muraoka, Bishwaranjan Bhattacharjee, Michele Merler, Graeme Blackwood, Yulong Li, Yang Zhao

Proceedings of the 31st ACM International Conference on Multimedia, 2023

G2L: A High-Dimensional Geometric Approach for Automatic Generation of Highly Accurate Pseudo-labels.

John R. Kender, Parijat Dube, Zhengyang Han, Bishwaranjan Bhattacharjee

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Towards a Methodology and Framework for AI Sustainability Metrics.

Tamar Eilam, Pedro D. Bello-Maldonado, Bishwaranjan Bhattacharjee, Carlos H. A. Costa, Eun Kyung Lee, Asser N. Tantawi

Proceedings of the 2nd Workshop on Sustainable Computer Systems, 2023

A Comparative Analysis of Task-Agnostic Distillation Methods for Compressing Transformer Language Models.

Takuma Udagawa, Aashka Trivedi, Michele Merler, Bishwaranjan Bhattacharjee

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023, 2023

Muted: Multilingual Targeted Offensive Speech Identification and Visualization.

Christoph Tillmann, Aashka Trivedi, Sara Rosenthal, Santosh Borse, Rong Zhang, Avirup Sil, Bishwaranjan Bhattacharjee

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

A Simple Yet Strong Domain-Agnostic De-bias Method for Zero-Shot Sentiment Classification.

Yang Zhao, Tetsuya Nasukawa, Masayasu Muraoka, Bishwaranjan Bhattacharjee

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

G2L: A Geometric Approach for Generating Pseudo-labels that Improve Transfer Learning.

John R. Kender, Bishwaranjan Bhattacharjee, Parijat Dube, Brian Belgodere

CoRR, 2022

2021

NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search.

Rameswar Panda, Michele Merler, Mayoore S. Jaiswal, Hui Wu, Kandan Ramakrishnan, Ulrich Finkler, Chun-Fu (Richard) Chen, Minsik Cho, Rogério Feris, David S. Kung, Bishwaranjan Bhattacharjee

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Large Scale Neural Architecture Search with Polyharmonic Splines.

Ulrich Finkler, Michele Merler, Rameswar Panda, Mayoore S. Jaiswal, Hui Wu, Kandan Ramakrishnan, Chun-Fu Chen, Minsik Cho, David S. Kung, Rogério Feris, Bishwaranjan Bhattacharjee

CoRR, 2020

Visual Concept Naming: Discovering Well-Recognized Textual Expressions of Visual Concepts.

Masayasu Muraoka, Tetsuya Nasukawa, Rudy Raymond, Bishwaranjan Bhattacharjee

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Visual Objects As Context: Exploiting Visual Objects for Lexical Entailment.

Masayasu Muraoka, Tetsuya Nasukawa, Bishwaranjan Bhattacharjee

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Predictive Model Selection for Transfer Learning in Sequence Labeling Tasks.

Parul Awasthy, Bishwaranjan Bhattacharjee, John R. Kender, Radu Florian

Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing, 2020

P2L: Predicting Transfer Learning for Images and Semantic Relations.

Bishwaranjan Bhattacharjee, John R. Kender, Matthew Hill, Parijat Dube, Siyu Huo, Michael R. Glass, Brian M. Belgodere, Sharath Pankanti, Noel Codella, Patrick Watson

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Improving Transferability of Deep Neural Networks.

Parijat Dube, Bishwaranjan Bhattacharjee, Elisabeth Petit-Bois, Matthew Hill

Proceedings of the Domain Adaptation for Visual Understanding, 2020

2019

P2L: Predicting Transfer Learning for Images and Semantic Relations.

Bishwaranjan Bhattacharjee, Noel Codella, John R. Kender, Siyu Huo, Patrick Watson, Michael R. Glass, Parijat Dube, Matthew Hill, Brian M. Belgodere

CoRR, 2019

Automatic Labeling of Data for Transfer Learning.

Parijat Dube, Bishwaranjan Bhattacharjee, Siyu Huo, Patrick Watson, Brian M. Belgodere

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

Improving Transferability of Deep Neural Networks.

Parijat Dube, Bishwaranjan Bhattacharjee, Elisabeth Petit-Bois, Matthew Hill

CoRR, 2018

L-Store: A Real-time OLTP and OLAP System.

Mohammad Sadoghi, Souvik Bhattacherjee, Bishwaranjan Bhattacharjee, Mustafa Canim

Proceedings of the 21st International Conference on Extending Database Technology, 2018

2017

Incremental Frequent Subgraph Mining on Large Evolving Graphs.

Ehab Abdelhamid, Mustafa Canim, Mohammad Sadoghi, Bishwaranjan Bhattacharjee, Yuan-Chi Chang, Panos Kalnis

IEEE Trans. Knowl. Data Eng., 2017

Distributed learning of deep feature embeddings for visual recognition tasks.

Bishwaranjan Bhattacharjee, Matthew L. Hill, H. Wu, P. S. Chandakkar, John R. Smith, Mark N. Wegman

IBM J. Res. Dev., 2017

IBM Deep Learning Service.

Bishwaranjan Bhattacharjee, Scott Boag, Chandani Doshi, Parijat Dube, Ben Herta, Vatche Ishakian, K. R. Jayaram, Rania Khalaf, Avesh Krishna, Yu Bo Li, Vinod Muthusamy, Ruchir Puri, Yufei Ren, Florian Rosenberg, Seetharami R. Seelam, Yi Wang, Jian Ming Zhang, Li Zhang

IBM J. Res. Dev., 2017

IBM Deep Learning Service.

Bishwaranjan Bhattacharjee, Scott Boag, Chandani Doshi, Parijat Dube, Ben Herta, Vatche Ishakian, K. R. Jayaram, Rania Khalaf, Avesh Krishna, Yu Bo Li, Vinod Muthusamy, Ruchir Puri, Yufei Ren, Florian Rosenberg, Seetharami R. Seelam, Yandong Wang, Jian Ming Zhang, Li Zhang

CoRR, 2017

2016

Exploiting SSDs in operational multiversion databases.

Mohammad Sadoghi, Kenneth A. Ross, Mustafa Canim, Bishwaranjan Bhattacharjee

VLDB J., 2016

2014

Reducing Database Locking Contention Through Multi-version Concurrency.

Mohammad Sadoghi, Mustafa Canim, Bishwaranjan Bhattacharjee, Fabian Nagel, Kenneth A. Ross

Proc. VLDB Endow., 2014

Adapting Server Systems for New Memory Technologies.

Hillery C. Hunter, Luis Alfonso Lastras-Montaño, Bishwaranjan Bhattacharjee

Computer, 2014

2013

Making Updates Disk-I/O Friendly Using SSDs.

Mohammad Sadoghi, Kenneth A. Ross, Mustafa Canim, Bishwaranjan Bhattacharjee

Proc. VLDB Endow., 2013

Building an efficient RDF store over a relational database.

Mihaela A. Bornea, Julian Dolby, Anastasios Kementsietsidis, Kavitha Srinivas, Patrick Dantressangle, Octavian Udrea, Bishwaranjan Bhattacharjee

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

2012

Path processing using Solid State Storage.

Manos Athanassoulis, Bishwaranjan Bhattacharjee, Mustafa Canim, Kenneth A. Ross

Proceedings of the International Workshop on Accelerating Data Management Systems Using Modern Processor and Storage Architectures, 2012

2011

Optimizing Access across Multiple Hierarchies in Data Warehouses.

Lipyeow Lim, Bishwaranjan Bhattacharjee

Proceedings of the 44th Hawaii International International Conference on Systems Science (HICSS-44 2011), 2011

Column-oriented query processing for row stores.

Amr El-Helw, Kenneth A. Ross, Bishwaranjan Bhattacharjee, Christian A. Lang, George A. Mihaila

Proceedings of the DOLAP 2011, 2011

Enhancing recovery using an SSD buffer pool extension.

Bishwaranjan Bhattacharjee, Kenneth A. Ross, Christian A. Lang, George A. Mihaila, Mohammad Banikazemi

Proceedings of the Seventh International Workshop on Data Management on New Hardware, 2011

2010

SSD Bufferpool Extensions for Database Systems.

Mustafa Canim, George A. Mihaila, Bishwaranjan Bhattacharjee, Kenneth A. Ross, Christian A. Lang

Proc. VLDB Endow., 2010

Storage Class Memory Aware Data Management.

Bishwaranjan Bhattacharjee, Mustafa Canim, Christian A. Lang, George A. Mihaila, Kenneth A. Ross

IEEE Data Eng. Bull., 2010

Buffered Bloom Filters on Solid State Storage.

Mustafa Canim, George A. Mihaila, Bishwaranjan Bhattacharjee, Christian A. Lang, Kenneth A. Ross

Proceedings of the International Workshop on Accelerating Data Management Systems Using Modern Processor and Storage Architectures, 2010

2009

An Object Placement Advisor for DB2 Using Solid State Storage.

Mustafa Canim, Bishwaranjan Bhattacharjee, George A. Mihaila, Christian A. Lang, Kenneth A. Ross

Proc. VLDB Endow., 2009

Efficient Index Compression in DB2 LUW.

Bishwaranjan Bhattacharjee, Lipyeow Lim, Timothy Malkemus, George A. Mihaila, Kenneth A. Ross, Sherman Lau, Cathy McCarthur, Zoltan Toth, Reza Sherkat

Proc. VLDB Endow., 2009

2008

Optimizing Hierarchical Access in OLAP Environment.

Lipyeow Lim, Bishwaranjan Bhattacharjee

Proceedings of the 24th International Conference on Data Engineering, 2008

2007

Increasing Buffer-Locality for Multiple Index Based Scans through Intelligent Placement and Index Scan Speed Control.

Christian A. Lang, Bishwaranjan Bhattacharjee, Timothy Malkemus, Kwai Wong

Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Efficient Bulk Deletes for Multi Dimensionally Clustered Tables in DB2.

Bishwaranjan Bhattacharjee, Timothy Malkemus, Sherman Lau, Sean Mckeough, Jo-Anne Kirton, Robin Von Boeschoten, John Kennedy

Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Improved Buffer Size Adaptation through Cache/Controller Coupling.

Christian A. Lang, Bishwaranjan Bhattacharjee, Timothy Malkemus, Ioana Stanoi

Proceedings of the 23rd International Conference on Data Engineering Workshops, 2007

Increasing Buffer-Locality for Multiple Relational Table Scans through Grouping and Throttling.

Christian A. Lang, Bishwaranjan Bhattacharjee, Timothy Malkemus, Sriram Padmanabhan, Kwai Wong

Proceedings of the 23rd International Conference on Data Engineering, 2007

Impliance: A Next Generation Information Management Appliance.

Bishwaranjan Bhattacharjee, Joseph S. Glider, Richard A. Golding, Guy M. Lohman, Volker Markl, Hamid Pirahesh, Jun Rao, Robert M. Rees, Garret Swart

Proceedings of the Third Biennial Conference on Innovative Data Systems Research, 2007

2006

Impliance: A Next Generation Information Management Appliance

Bishwaranjan Bhattacharjee, Vuk Ercegovac, Joseph S. Glider, Richard A. Golding, Guy M. Lohman, Volker Markl, Hamid Pirahesh, Jun Rao, Robert M. Rees, Frederick Reiss, Eugene J. Shekita, Garret Swart

CoRR, 2006

Performance Study of Rollout for Multi Dimensional Clustered Tables in DB2.

Bishwaranjan Bhattacharjee

Proceedings of the First International Workshop on Performance and Evaluation of Data Management Systems, 2006

Using secure coprocessors for privacy preserving collaborative data mining and analysis.

Bishwaranjan Bhattacharjee, Naoki Abe, Kenneth A. Goldman, Bianca Zadrozny, Vamsavardhana R. Chillakuru, Marysabel del Carpio, Chidanand Apté

Proceedings of the Workshop on Data Management on New Hardware, 2006

2005

Predicate Derivation and Monotonicity Detection in DB2 UDB.

Timothy Malkemus, Sriram Padmanabhan, Bishwaranjan Bhattacharjee, Leslie Cranston

Proceedings of the 21st International Conference on Data Engineering, 2005

2004

Automated design of multidimensional clustering tables for relational databases.

Sam Lightstone, Bishwaranjan Bhattacharjee

Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004

2003

Efficient Query Processing for Multi-Dimensionally Clustered Tables in DB2.

Bishwaranjan Bhattacharjee, Sriram Padmanabhan, Timothy Malkemus, Tony Lai, Leslie Cranston, Matthew Huras

Proceedings of 29th International Conference on Very Large Data Bases, 2003

Multi-Dimensional Clustering: A New Data Layout Scheme in DB2.

Sriram Padmanabhan, Bishwaranjan Bhattacharjee, Timothy Malkemus, Leslie Cranston, Matthew Huras

Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003