Bishwaranjan Bhattacharjee

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 32

Top Topics

Transfer Learning

Frequent Subgraph Mining

Top Venues

IBM J. Res. Dev.

Proc. VLDB Endow.

Publications

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
Detectors for Safe and Reliable LLMs: Implementations, Uses, and Limitations. CoRR (2024)
Bishwaranjan Bhattacharjee, Aashka Trivedi, Masayasu Muraoka, Muthukumaran Ramasubramanian, Takuma Udagawa, Iksha Gurung, Rong Zhang, Bharath Dandala, Rahul Ramachandran, Manil Maskey, Kaylin M. Bugbee, Mike Little, Elizabeth Fancher, Lauren M. Sanders, Sylvain V. Costes, Sergi Blanco-Cuaresma, Kelly E. Lockhart, Thomas Allen, Félix Grèzes, Megan Ansdell, Alberto Accomazzi, Yousef El-Kurdi, Davis Wertheimer, Birgit Pfitzmann, Cesar Berrospi Ramis, Michele Dolfi, Rafael Teixeira de Lima, Panagiotis Vagenas, S. Karthik Mukkavilli, Peter W. J. Staar, Sanaz Vahidinia, Ryan McGranaghan, Armin Mehrabian, Tsendgar Lee
INDUS: Effective and Efficient Language Models for Scientific Applications. CoRR (2024)
Christoph Tillmann, Aashka Trivedi, Bishwaranjan Bhattacharjee
Efficient Models for the Detection of Hate, Abuse and Profanity. CoRR (2024)
Masayasu Muraoka, Bishwaranjan Bhattacharjee, Michele Merler, Graeme Blackwood, Yulong Li, Yang Zhao
Cross-Lingual Transfer of Large Language Model by Visually-Derived Supervision Toward Low-Resource Languages. ACM Multimedia (2023)
Aashka Trivedi, Takuma Udagawa, Michele Merler, Rameswar Panda, Yousef El-Kurdi, Bishwaranjan Bhattacharjee
Neural Architecture Search for Effective Teacher-Student Knowledge Transfer in Language Models. CoRR (2023)
Tamar Eilam, Pedro D. Bello-Maldonado, Bishwaranjan Bhattacharjee, Carlos H. A. Costa, Eun Kyung Lee, Asser N. Tantawi
Towards a Methodology and Framework for AI Sustainability Metrics. HotCarbon (2023)
Christoph Tillmann, Aashka Trivedi, Sara Rosenthal, Santosh Borse, Rong Zhang, Avirup Sil, Bishwaranjan Bhattacharjee
Muted: Multilingual Targeted Offensive Speech Identification and Visualization. CoRR (2023)
Christoph Tillmann, Aashka Trivedi, Sara Rosenthal, Santosh Borse, Rong Zhang, Avirup Sil, Bishwaranjan Bhattacharjee
Muted: Multilingual Targeted Offensive Speech Identification and Visualization. EMNLP (Demos) (2023)
Takuma Udagawa, Aashka Trivedi, Michele Merler, Bishwaranjan Bhattacharjee
A Comparative Analysis of Task-Agnostic Distillation Methods for Compressing Transformer Language Models. CoRR (2023)
Takuma Udagawa, Aashka Trivedi, Michele Merler, Bishwaranjan Bhattacharjee
A Comparative Analysis of Task-Agnostic Distillation Methods for Compressing Transformer Language Models. EMNLP (Industry Track) (2023)
John R. Kender, Parijat Dube, Zhengyang Han, Bishwaranjan Bhattacharjee
G2L: A High-Dimensional Geometric Approach for Automatic Generation of Highly Accurate Pseudo-labels. ICCV (Workshops) (2023)
Fatema Hasan, Yulong Li, James R. Foulds, Shimei Pan, Bishwaranjan Bhattacharjee
Teach me with a Whisper: Enhancing Large Language Models for Analyzing Spoken Transcripts using Speech Embeddings. CoRR (2023)
Yang Zhao, Tetsuya Nasukawa, Masayasu Muraoka, Bishwaranjan Bhattacharjee
A Simple Yet Strong Domain-Agnostic De-bias Method for Zero-Shot Sentiment Classification. ACL (Findings) (2023)
John R. Kender, Bishwaranjan Bhattacharjee, Parijat Dube, Brian Belgodere
G2L: A Geometric Approach for Generating Pseudo-labels that Improve Transfer Learning. CoRR (2022)
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
NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search. AAAI (2021)
Rameswar Panda, Michele Merler, Mayoore Jaiswal, Hui Wu, Kandan Ramakrishnan, Ulrich Finkler, Chun-Fu Chen, Minsik Cho, David S. Kung, Rogério Feris, Bishwaranjan Bhattacharjee
NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search. CoRR (2020)
Bishwaranjan Bhattacharjee, John R. Kender, Matthew Hill, Parijat Dube, Siyu Huo, Michael R. Glass, Brian M. Belgodere, Sharath Pankanti, Noel Codella, Patrick Watson
P2L: Predicting Transfer Learning for Images and Semantic Relations. CVPR Workshops (2020)
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
Large Scale Neural Architecture Search with Polyharmonic Splines. CoRR (2020)
Masayasu Muraoka, Tetsuya Nasukawa, Bishwaranjan Bhattacharjee
Visual Objects As Context: Exploiting Visual Objects for Lexical Entailment. EMNLP (Findings) (2020)
Parul Awasthy, Bishwaranjan Bhattacharjee, John R. Kender, Radu Florian
Predictive Model Selection for Transfer Learning in Sequence Labeling Tasks. SustaiNLP@EMNLP (2020)
Masayasu Muraoka, Tetsuya Nasukawa, Rudy Raymond, Bishwaranjan Bhattacharjee
Visual Concept Naming: Discovering Well-Recognized Textual Expressions of Visual Concepts. WWW (2020)
Parijat Dube, Bishwaranjan Bhattacharjee, Siyu Huo, Patrick Watson, Brian M. Belgodere
Automatic Labeling of Data for Transfer Learning. CVPR Workshops (2019)
Bishwaranjan Bhattacharjee, Noel Codella, John R. Kender, Siyu Huo, Patrick Watson, Michael R. Glass, Parijat Dube, Matthew Hill, Brian M. Belgodere
P2L: Predicting Transfer Learning for Images and Semantic Relations. CoRR (2019)
Parijat Dube, Bishwaranjan Bhattacharjee, Elisabeth Petit-Bois, Matthew Hill
Improving Transferability of Deep Neural Networks. CoRR (2018)
Ehab Abdelhamid, Mustafa Canim, Mohammad Sadoghi, Bishwaranjan Bhattacharjee, Yuan-Chi Chang, Panos Kalnis
Incremental Frequent Subgraph Mining on Large Evolving Graphs. ICDE (2018)
Mohammad Sadoghi, Souvik Bhattacherjee, Bishwaranjan Bhattacharjee, Mustafa Canim
L-Store: A Real-time OLTP and OLAP System. EDBT (2018)
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
IBM Deep Learning Service. CoRR (2017)
Ehab Abdelhamid, Mustafa Canim, Mohammad Sadoghi, Bishwaranjan Bhattacharjee, Yuan-Chi Chang, Panos Kalnis
Incremental Frequent Subgraph Mining on Large Evolving Graphs. IEEE Trans. Knowl. Data Eng. 29 (12) (2017)
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 Deep Learning Service. IBM J. Res. Dev. 61 (4-5) (2017)
Bishwaranjan Bhattacharjee, Matthew L. Hill, H. Wu, P. S. Chandakkar, John R. Smith, Mark N. Wegman
Distributed learning of deep feature embeddings for visual recognition tasks. IBM J. Res. Dev. 61 (4-5) (2017)
Mohammad Sadoghi, Souvik Bhattacherjee, Bishwaranjan Bhattacharjee, Mustafa Canim
L-Store: A Real-time OLTP and OLAP System. CoRR (2016)
Mohammad Sadoghi, Kenneth A. Ross, Mustafa Canim, Bishwaranjan Bhattacharjee
Exploiting SSDs in operational multiversion databases. VLDB J. 25 (5) (2016)
Hillery C. Hunter, Luis Alfonso Lastras-Montaño, Bishwaranjan Bhattacharjee
Adapting Server Systems for New Memory Technologies. Computer 47 (9) (2014)
Mohammad Sadoghi, Mustafa Canim, Bishwaranjan Bhattacharjee, Fabian Nagel, Kenneth A. Ross
Reducing Database Locking Contention Through Multi-version Concurrency. Proc. VLDB Endow. 7 (13) (2014)
Mohammad Sadoghi, Kenneth A. Ross, Mustafa Canim, Bishwaranjan Bhattacharjee
Making Updates Disk-I/O Friendly Using SSDs. Proc. VLDB Endow. 6 (11) (2013)
Mihaela A. Bornea, Julian Dolby, Anastasios Kementsietsidis, Kavitha Srinivas, Patrick Dantressangle, Octavian Udrea, Bishwaranjan Bhattacharjee
Building an efficient RDF store over a relational database. SIGMOD Conference (2013)
Manos Athanassoulis, Bishwaranjan Bhattacharjee, Mustafa Canim, Kenneth A. Ross
Path processing using Solid State Storage. ADMS@VLDB (2012)
Lipyeow Lim, Bishwaranjan Bhattacharjee
Optimizing Access across Multiple Hierarchies in Data Warehouses. HICSS (2011)
Amr El-Helw, Kenneth A. Ross, Bishwaranjan Bhattacharjee, Christian A. Lang, George A. Mihaila
Column-oriented query processing for row stores. DOLAP (2011)
Bishwaranjan Bhattacharjee, Kenneth A. Ross, Christian A. Lang, George A. Mihaila, Mohammad Banikazemi
Enhancing recovery using an SSD buffer pool extension. DaMoN (2011)
Mustafa Canim, George A. Mihaila, Bishwaranjan Bhattacharjee, Kenneth A. Ross, Christian A. Lang
SSD Bufferpool Extensions for Database Systems. Proc. VLDB Endow. 3 (2) (2010)
Mustafa Canim, George A. Mihaila, Bishwaranjan Bhattacharjee, Christian A. Lang, Kenneth A. Ross
Buffered Bloom Filters on Solid State Storage. ADMS@VLDB (2010)
Bishwaranjan Bhattacharjee, Mustafa Canim, Christian A. Lang, George A. Mihaila, Kenneth A. Ross
Storage Class Memory Aware Data Management. IEEE Data Eng. Bull. 33 (4) (2010)
Bishwaranjan Bhattacharjee, Lipyeow Lim, Timothy Malkemus, George A. Mihaila, Kenneth A. Ross, Sherman Lau, Cathy McCarthur, Zoltan Toth, Reza Sherkat
Efficient Index Compression in DB2 LUW. Proc. VLDB Endow. 2 (2) (2009)
Mustafa Canim, Bishwaranjan Bhattacharjee, George A. Mihaila, Christian A. Lang, Kenneth A. Ross
An Object Placement Advisor for DB2 Using Solid State Storage. Proc. VLDB Endow. 2 (2) (2009)
Lipyeow Lim, Bishwaranjan Bhattacharjee
Optimizing Hierarchical Access in OLAP Environment. ICDE (2008)
Christian A. Lang, Bishwaranjan Bhattacharjee, Timothy Malkemus, Kwai Wong
Increasing Buffer-Locality for Multiple Index Based Scans through Intelligent Placement and Index Scan Speed Control. VLDB (2007)
Christian A. Lang, Bishwaranjan Bhattacharjee, Timothy Malkemus, Ioana Stanoi
Improved Buffer Size Adaptation through Cache/Controller Coupling. ICDE Workshops (2007)
Bishwaranjan Bhattacharjee, Joseph S. Glider, Richard A. Golding, Guy M. Lohman, Volker Markl, Hamid Pirahesh, Jun Rao, Robert M. Rees, Garret Swart
Impliance: A Next Generation Information Management Appliance. CIDR (2007)
Christian A. Lang, Bishwaranjan Bhattacharjee, Timothy Malkemus, Sriram Padmanabhan, Kwai Wong
Increasing Buffer-Locality for Multiple Relational Table Scans through Grouping and Throttling. ICDE (2007)
Bishwaranjan Bhattacharjee, Timothy Malkemus, Sherman Lau, Sean Mckeough, Jo-Anne Kirton, Robin Von Boeschoten, John Kennedy
Efficient Bulk Deletes for Multi Dimensionally Clustered Tables in DB2. VLDB (2007)
Bishwaranjan Bhattacharjee
Performance Study of Rollout for Multi Dimensional Clustered Tables in DB2. ExpDB (2006)
Bishwaranjan Bhattacharjee, Naoki Abe, Kenneth A. Goldman, Bianca Zadrozny, Vamsavardhana R. Chillakuru, Marysabel del Carpio, Chidanand Apté
Using secure coprocessors for privacy preserving collaborative data mining and analysis. DaMoN (2006)
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
Impliance: A Next Generation Information Management Appliance CoRR (2006)
Timothy Malkemus, Sriram Padmanabhan, Bishwaranjan Bhattacharjee, Leslie Cranston
Predicate Derivation and Monotonicity Detection in DB2 UDB. ICDE (2005)
Sam Lightstone, Bishwaranjan Bhattacharjee
Automated design of multidimensional clustering tables for relational databases. VLDB (2004)
Bishwaranjan Bhattacharjee, Sriram Padmanabhan, Timothy Malkemus, Tony Lai, Leslie Cranston, Matthew Huras
Efficient Query Processing for Multi-Dimensionally Clustered Tables in DB2. VLDB (2003)
Sriram Padmanabhan, Bishwaranjan Bhattacharjee, Timothy Malkemus, Leslie Cranston, Matthew Huras
Multi-Dimensional Clustering: A New Data Layout Scheme in DB2. SIGMOD Conference (2003)