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2020 – today
- 2025
[c35]Yang Zhao, Masayasu Muraoka, Issei Yoshida, Bishwaranjan Bhattacharjee, Hiroshi Kanayama:
A Simple-Yet-Efficient Instruction Augmentation Method for Zero-Shot Sentiment Classification. COLING 2025: 1585-1599- [i17]Leonid Karlinsky, Assaf Arbelle, Abraham Daniels, Ahmed Nassar, Amit Alfassi, Bo Wu, Eli Schwartz, Dhiraj Joshi, Jovana Kondic, Nimrod Shabtay, Pengyuan Li, Roei Herzig, Shafiq Abedin, Shaked Perek, Sivan Harary, Udi Barzelay, Adi Raz Goldfarb, Aude Oliva, Ben Wieles, Bishwaranjan Bhattacharjee, Brandon Huang, Christoph Auer, Dan Gutfreund, David Beymer, David Wood, Hilde Kuehne, Jacob A. Hansen, Joseph Shtok, Ken Wong, Luis Angel D. Bathen, Mayank Mishra, Maksym Lysak, Michele Dolfi, Mikhail Yurochkin, Nikolaos Livathinos, Nimrod Harel, Ophir Azulai, Oshri Naparstek, Rafael Teixeira de Lima, Rameswar Panda, Sivan Doveh, Shubham Gupta, Subhro Das, Syed Zawad, Yusik Kim, Zexue He, Alexander Brooks, Gabe Goodhart, Anita Govindjee, Derek Leist, Ibrahim Ibrahim, Aya Soffer, David D. Cox, Kate Soule, Luis A. Lastras, Nirmit Desai, Shila Ofek-Koifman, Sriram Raghavan, Tanveer F. Syeda-Mahmood, Peter W. J. Staar, Tal Drory, Rogério Feris:
Granite Vision: a lightweight, open-source multimodal model for enterprise Intelligence. CoRR abs/2502.09927 (2025) - [i16]Hajar Emami-Gohari, Swanand Ravindra Kadhe, Syed Yousaf Shah, Constantin Adam, Abdulhamid Adebayo, Praneet Adusumilli, Farhan Ahmed, Nathalie Baracaldo Angel, Santosh Borse, Yuan Chi Chang, Xuan-Hong Dang, Nirmit Desai, Revital Eres, Ran Iwamoto, Alexei Karve, Yan Koyfman, Wei-Han Lee, Changchang Liu, Boris Lublinsky, Takuya Ohko, Pablo Pesce, Maroun Touma, Shiqiang Wang, Shalisha Witherspoon, Herbert Woisetschlaeger, David Wood, Kun-Lung Wu, Issei Yoshida, Syed Zawad, Petros Zerfos, Yi Zhou, Bishwaranjan Bhattacharjee:
GneissWeb: Preparing High Quality Data for LLMs at Scale. CoRR abs/2502.14907 (2025) - 2024
- [c34]Bishwaranjan Bhattacharjee, Aashka Trivedi, Masayasu Muraoka, Muthukumaran Ramasubramanian, Takuma Udagawa, Iksha Gurung, Nishan Pantha, Rong Zhang, Bharath Dandala, Rahul Ramachandran, Manil Maskey, Kaylin M. Bugbee, Michael Little, Elizabeth Fancher, Irina Gerasimov, Armin Mehrabian, Lauren M. Sanders, Sylvain 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, Tsengdar J. Lee:
INDUS: Effective and Efficient Language Models for Scientific Applications. EMNLP (Industry Track) 2024: 98-112 - [c33]Fatema Hasan
, Yulong Li, James R. Foulds, Shimei Pan, Bishwaranjan Bhattacharjee:
DoubleDistillation: Enhancing LLMs for Informal Text Analysis using Multistage Knowledge Distillation from Speech and Text. ICMI 2024: 526-535 - [i15]Christoph Tillmann, Aashka Trivedi, Bishwaranjan Bhattacharjee:
Efficient Models for the Detection of Hate, Abuse and Profanity. CoRR abs/2402.05624 (2024) - [i14]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 abs/2403.06009 (2024) - [i13]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, Tsengdar J. Lee:
INDUS: Effective and Efficient Language Models for Scientific Applications. CoRR abs/2405.10725 (2024) - 2023
- [c32]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: 3923-3931 - [c31]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: 20-31 - [c30]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: 229-236 - [c29]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: 13:1-13:7 - [c28]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: 1085-1094 - [c27]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: 3637-3646 - [i12]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 abs/2303.09639 (2023) - [i11]Takuma Udagawa, Aashka Trivedi, Michele Merler, Bishwaranjan Bhattacharjee:
A Comparative Analysis of Task-Agnostic Distillation Methods for Compressing Transformer Language Models. CoRR abs/2310.08797 (2023) - [i10]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 abs/2311.07014 (2023) - [i9]Christoph Tillmann, Aashka Trivedi, Sara Rosenthal, Santosh Borse, Rong Zhang, Avirup Sil, Bishwaranjan Bhattacharjee:
Muted: Multilingual Targeted Offensive Speech Identification and Visualization. CoRR abs/2312.11344 (2023) - 2022
- [i8]John R. Kender, Bishwaranjan Bhattacharjee, Parijat Dube, Brian Belgodere:
G2L: A Geometric Approach for Generating Pseudo-labels that Improve Transfer Learning. CoRR abs/2207.03554 (2022) - 2021
- [c26]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: 9294-9302 - 2020
- [c25]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: 3284-3293 - [c24]Parul Awasthy, Bishwaranjan Bhattacharjee, John R. Kender, Radu Florian:
Predictive Model Selection for Transfer Learning in Sequence Labeling Tasks. SustaiNLP@EMNLP 2020: 113-118 - [c23]Masayasu Muraoka, Tetsuya Nasukawa, Bishwaranjan Bhattacharjee:
Visual Objects As Context: Exploiting Visual Objects for Lexical Entailment. EMNLP (Findings) 2020: 2723-2735 - [c22]Masayasu Muraoka, Tetsuya Nasukawa, Rudy Raymond, Bishwaranjan Bhattacharjee:
Visual Concept Naming: Discovering Well-Recognized Textual Expressions of Visual Concepts. WWW 2020: 2556-2562 - [p1]Parijat Dube, Bishwaranjan Bhattacharjee, Elisabeth Petit-Bois, Matthew Hill:
Improving Transferability of Deep Neural Networks. Domain Adaptation for Visual Understanding 2020: 51-64 - [i7]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 abs/2006.13314 (2020) - [i6]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 abs/2011.10608 (2020)
2010 – 2019
- 2019
- [c21]Parijat Dube, Bishwaranjan Bhattacharjee, Siyu Huo, Patrick Watson, Brian M. Belgodere:
Automatic Labeling of Data for Transfer Learning. CVPR Workshops 2019: 122-129 - [i5]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 abs/1908.07630 (2019) - 2018
- [c20]Mohammad Sadoghi, Souvik Bhattacherjee, Bishwaranjan Bhattacharjee, Mustafa Canim:
L-Store: A Real-time OLTP and OLAP System. EDBT 2018: 540-551 - [c19]Ehab Abdelhamid, Mustafa Canim, Mohammad Sadoghi, Bishwaranjan Bhattacharjee, Yuan-Chi Chang, Panos Kalnis:
Incremental Frequent Subgraph Mining on Large Evolving Graphs. ICDE 2018: 1767-1768 - [i4]Parijat Dube, Bishwaranjan Bhattacharjee, Elisabeth Petit-Bois, Matthew Hill:
Improving Transferability of Deep Neural Networks. CoRR abs/1807.11459 (2018) - 2017
- [j11]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): 4:1-4:8 (2017) - [j10]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): 10:1-10:11 (2017) - [j9]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): 2710-2723 (2017) - [i3]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 abs/1709.05871 (2017) - 2016
- [j8]Mohammad Sadoghi, Kenneth A. Ross, Mustafa Canim, Bishwaranjan Bhattacharjee:
Exploiting SSDs in operational multiversion databases. VLDB J. 25(5): 651-672 (2016) - [i2]Mohammad Sadoghi, Souvik Bhattacherjee, Bishwaranjan Bhattacharjee, Mustafa Canim:
L-Store: A Real-time OLTP and OLAP System. CoRR abs/1601.04084 (2016) - 2014
- [j7]Hillery C. Hunter, Luis Alfonso Lastras-Montaño, Bishwaranjan Bhattacharjee:
Adapting Server Systems for New Memory Technologies. Computer 47(9): 78-84 (2014) - [j6]Mohammad Sadoghi, Mustafa Canim, Bishwaranjan Bhattacharjee, Fabian Nagel, Kenneth A. Ross:
Reducing Database Locking Contention Through Multi-version Concurrency. Proc. VLDB Endow. 7(13): 1331-1342 (2014) - 2013
- [j5]Mohammad Sadoghi, Kenneth A. Ross, Mustafa Canim, Bishwaranjan Bhattacharjee:
Making Updates Disk-I/O Friendly Using SSDs. Proc. VLDB Endow. 6(11): 997-1008 (2013) - [c18]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: 121-132 - 2012
- [c17]Manos Athanassoulis, Bishwaranjan Bhattacharjee, Mustafa Canim, Kenneth A. Ross:
Path processing using Solid State Storage. ADMS@VLDB 2012: 23-32 - 2011
- [c16]Bishwaranjan Bhattacharjee, Kenneth A. Ross, Christian A. Lang, George A. Mihaila, Mohammad Banikazemi:
Enhancing recovery using an SSD buffer pool extension. DaMoN 2011: 10-16 - [c15]Amr El-Helw, Kenneth A. Ross, Bishwaranjan Bhattacharjee, Christian A. Lang, George A. Mihaila:
Column-oriented query processing for row stores. DOLAP 2011: 67-74 - [c14]Lipyeow Lim, Bishwaranjan Bhattacharjee:
Optimizing Access across Multiple Hierarchies in Data Warehouses. HICSS 2011: 1-10 - 2010
- [j4]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): 35-40 (2010) - [j3]Mustafa Canim, George A. Mihaila, Bishwaranjan Bhattacharjee, Kenneth A. Ross, Christian A. Lang:
SSD Bufferpool Extensions for Database Systems. Proc. VLDB Endow. 3(2): 1435-1446 (2010) - [c13]Mustafa Canim, George A. Mihaila, Bishwaranjan Bhattacharjee, Christian A. Lang, Kenneth A. Ross:
Buffered Bloom Filters on Solid State Storage. ADMS@VLDB 2010: 1-8
2000 – 2009
- 2009
- [j2]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): 1318-1329 (2009) - [j1]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): 1462-1473 (2009) - 2008
- [c12]Lipyeow Lim, Bishwaranjan Bhattacharjee:
Optimizing Hierarchical Access in OLAP Environment. ICDE 2008: 1531-1533 - 2007
- [c11]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: 351-362 - [c10]Christian A. Lang, Bishwaranjan Bhattacharjee, Timothy Malkemus, Ioana Stanoi:
Improved Buffer Size Adaptation through Cache/Controller Coupling. ICDE Workshops 2007: 498-505 - [c9]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: 1136-1145 - [c8]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: 1197-1206 - [c7]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: 1298-1309 - 2006
- [c6]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: 1 - [c5]Bishwaranjan Bhattacharjee:
Performance Study of Rollout for Multi Dimensional Clustered Tables in DB2. ExpDB 2006: 54-60 - [i1]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 abs/cs/0612129 (2006) - 2005
- [c4]Timothy Malkemus, Sriram Padmanabhan, Bishwaranjan Bhattacharjee, Leslie Cranston:
Predicate Derivation and Monotonicity Detection in DB2 UDB. ICDE 2005: 939-947 - 2004
- [c3]Sam Lightstone, Bishwaranjan Bhattacharjee:
Automated design of multidimensional clustering tables for relational databases. VLDB 2004: 1170-1181 - 2003
- [c2]Sriram Padmanabhan, Bishwaranjan Bhattacharjee, Timothy Malkemus, Leslie Cranston, Matthew Huras:
Multi-Dimensional Clustering: A New Data Layout Scheme in DB2. SIGMOD Conference 2003: 637-641 - [c1]Bishwaranjan Bhattacharjee, Sriram Padmanabhan, Timothy Malkemus, Tony Lai, Leslie Cranston, Matthew Huras:
Efficient Query Processing for Multi-Dimensionally Clustered Tables in DB2. VLDB 2003: 963-974
Coauthor Index
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