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Sanjiv Kumar

Active 1991–2026

257
Papers
34,051
Citations
84
h-index
198
i10-index

Citations

Citations per year for Sanjiv Kumar1926: 1 citations1978: 1 citations1979: 1 citations1980: 1 citations1985: 1 citations1987: 4 citations1990: 1 citations1992: 1 citations1994: 3 citations1995: 2 citations1996: 2 citations1997: 4 citations1998: 5 citations1999: 3 citations2000: 16 citations2001: 15 citations2002: 17 citations2003: 27 citations2004: 35 citations2005: 65 citations2006: 105 citations2007: 132 citations2008: 132 citations2009: 162 citations2010: 220 citations2011: 239 citations2012: 251 citations2013: 343 citations2014: 383 citations2015: 477 citations2016: 579 citations2017: 575 citations2018: 599 citations2019: 985 citations2020: 1,277 citations2021: 1,425 citations2022: 1,086 citations2023: 1,066 citations2024: 1,170 citations2025: 1,271 citations2026: 558 citations1927–1977: no citations, so these years are not shown1981–1984: no citations, so these years are not shown1986: no citations, so this year is not shown1988–1989: no citations, so these years are not shown1991: no citations, so this year is not shown1993: no citations, so this year is not shown

Citation sources

Countries

World map of the countries and regions citing this authorUnited States: 3,131 citing papers, 24.2% of this breakdownChina: 2,900 citing papers, 22.4% of this breakdownUnited Kingdom: 723 citing papers, 5.6% of this breakdownAustralia: 479 citing papers, 3.7% of this breakdownGermany: 447 citing papers, 3.5% of this breakdownIndia: 433 citing papers, 3.3% of this breakdownCanada: 413 citing papers, 3.2% of this breakdownFrance: 346 citing papers, 2.7% of this breakdownSingapore: 320 citing papers, 2.5% of this breakdownJapan: 280 citing papers, 2.2% of this breakdownSouth Korea: 241 citing papers, 1.9% of this breakdownHong Kong: 237 citing papers, 1.8% of this breakdown
0%24.2%Other 23%

Institutions

Fields

  • Computer Science72.5%
  • Engineering6.9%
  • Medicine5.6%
  • Biochemistry, Genetics and Molecular Biology2.9%
  • Physics and Astronomy1.6%
  • Environmental Science1.6%
  • Other8.9%

Topics

  • Advanced Image and Video Retrieval Techniques7.6%
  • Image Retrieval and Classification Techniques4.4%
  • Topic Modeling3.6%
  • Advanced Neural Network Applications3.1%
  • Stochastic Gradient Optimization Techniques3%
  • Video Surveillance and Tracking Methods2.9%
  • Other75.4%

Coauthors

All papers

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  1. On the Convergence of Adam and Beyond

    Authors: Sashank J. Reddi, Satyen Kale, Sanjiv Kumar - ICLR 2018 cited by 3,006

  2. Adaptive Federated Optimization

    Authors: Sashank J. Reddi, Zachary Charles, Manzil Zaheer, Zachary Garrett, Keith Rush, Jakub Konecný, Sanjiv Kumar, Hugh Brendan McMahan - ICLR 2021 cited by 2,040

  3. Large Batch Optimization for Deep Learning: Training BERT in 76 minutes

    Authors: Yang You, Jing Li, Sashank J. Reddi, Jonathan Hseu, Sanjiv Kumar, Srinadh Bhojanapalli, Xiaodan Song, James Demmel, Kurt Keutzer, Cho-Jui Hsieh - ICLR 2020 cited by 1,221

  4. Long-tail learning via logit adjustment

    Authors: Aditya Krishna Menon, Sadeep Jayasumana, Ankit Singh Rawat, Himanshu Jain, Andreas Veit, Sanjiv Kumar - ICLR 2021 cited by 1,024

  5. Modifying Memories in Transformer Models

    Authors: Chen Zhu, Ankit Singh Rawat, Manzil Zaheer, Srinadh Bhojanapalli, Daliang Li, Felix X. Yu, Sanjiv Kumar - arXiv (Cornell University), CoRR 2020 cited by 171

  6. Are Transformers universal approximators of sequence-to-sequence functions?

    Authors: Chulhee Yun, Srinadh Bhojanapalli, Ankit Singh Rawat, Sashank J. Reddi, Sanjiv Kumar - ICLR 2020 cited by 538

  7. Think before you speak: Training Language Models With Pause Tokens

    Authors: Sachin Goyal, Ziwei Ji, Ankit Singh Rawat, Aditya Krishna Menon, Sanjiv Kumar, Vaishnavh Nagarajan - ICLR 2024 cited by 306

  8. DistillSpec: Improving Speculative Decoding via Knowledge Distillation

    Authors: Yongchao Zhou, Kaifeng Lyu, Ankit Singh Rawat, Aditya Krishna Menon, Afshin Rostamizadeh, Sanjiv Kumar, Jean-François Kagy, Rishabh Agarwal - ICLR 2024 cited by 167

  9. Efficient Natural Language Response Suggestion for Smart Reply

    Authors: Matthew Henderson, Rami Al‐Rfou, Brian Strope, Yun-Hsuan Sung, Lukács László, Ruiqi Guo, Sanjiv Kumar, Miklós Bálint, Ray Kurzweil - arXiv (Cornell University), CoRR 2017 cited by 291

  10. Reasoning with Latent Thoughts: On the Power of Looped Transformers

    Authors: Nikunj Saunshi, Nishanth Dikkala, Zhiyuan Li, Sanjiv Kumar, Sashank J. Reddi - ICLR 2025 cited by 174

  11. Large Language Models with Controllable Working Memory

    Authors: Daliang Li, Ankit Singh Rawat, Manzil Zaheer, Xin Wang, Michal Lukasik, Andreas Veit, Felix X. Yu, Sanjiv Kumar - Findings of the Association for Computational Linguistics: ACL 2023, ACL (Findings) 2023 cited by 73

  12. Universal Model Routing for Efficient LLM Inference

    Authors: Wittawat Jitkrittum, Harikrishna Narasimhan, Ankit Singh Rawat, Jeevesh Juneja, Wang, Congchao, Zifeng Wang, Go, Alec, Chen‐Yu Lee, Pradeep Shenoy, Rina Panigrahy‎, Aditya Krishna Menon, Sanjiv Kumar - ArXiv.org, CoRR 2025 cited by 56

  13. ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent

    Authors: Renat Aksitov, Sobhan Miryoosefi, Zonglin Li, Daliang Li, Sheila Babayan, Kavya Kopparapu, Zachary Fisher, Ruiqi Guo, Sushant Prakash, Pranesh Srinivasan, Manzil Zaheer, Felix X. Yu, Sanjiv Kumar - arXiv (Cornell University), CoRR 2023 cited by 54

  14. Neural SDE: Stabilizing Neural ODE Networks with Stochastic Noise

    Authors: Xuanqing Liu, Tesi Xiao, Si Si, Cao Qin, Sanjiv Kumar, Cho‐Jui Hsieh - arXiv (Cornell University), CoRR 2019 cited by 133

  15. Rethinking FID: Towards a Better Evaluation Metric for Image Generation

    Authors: Sadeep Jayasumana, Srikumar Ramalingam, Andreas Veit, Daniel Glasner, Ayan Chakrabarti, Sanjiv Kumar - IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024 cited by 160

  16. Large Models are Parsimonious Learners: Activation Sparsity in Trained Transformers

    Authors: Zonglin Li, Chong You, Srinadh Bhojanapalli, Daliang Li, Ankit Singh Rawat, Sashank J. Reddi, Ke Ye, Felix Chern, Felix X. Yu, Ruiqi Guo, Sanjiv Kumar - ICLR 2023 cited by 148

  17. Language Model Cascades: Token-Level Uncertainty And Beyond

    Authors: Neha Gupta, Harikrishna Narasimhan, Wittawat Jitkrittum, Ankit Singh Rawat, Aditya Krishna Menon, Sanjiv Kumar - ICLR 2024 cited by 131

  18. Functional Interpolation for Relative Positions Improves Long Context Transformers

    Authors: Shanda Li, Chong You, Guru Guruganesh, Joshua Ainslie, Santiago Ontañón, Manzil Zaheer, Sumit Sanghai, Yiming Yang, Sanjiv Kumar, Srinadh Bhojanapalli - ICLR 2024 cited by 78

  19. AdaCliP: Adaptive Clipping for Private SGD

    Authors: Venkatadheeraj Pichapati, Ananda Theertha Suresh, Felix X. Yu, Sashank J. Reddi, Sanjiv Kumar - arXiv (Cornell University), CoRR 2019 cited by 112

  20. cpSGD: Communication-efficient and differentially-private distributed SGD

    Authors: Naman Agarwal, Ananda Theertha Suresh, Felix X. Yu, Sanjiv Kumar, Brendan McMahan - Neural Information Processing Systems, NeurIPS 2018 cited by 548

  21. New Loss Functions for Fast Maximum Inner Product Search

    Authors: Ruiqi Guo, Quan Geng, David Simcha, Felix Chern, Sanjiv Kumar, Xiang Wu - arXiv (Cornell University), CoRR 2019 cited by 55

  22. The Community Land Model Version 5: Description of New Features, Benchmarking, and Impact of Forcing Uncertainty

    Authors: David M. Lawrence, Rosie A. Fisher, Charles D. Koven, Keith W. Oleson, Sean Swenson, Gordon B. Bonan, Nathan Collier, Bardan Ghimire, Leo van Kampenhout, Daniel Kennedy, Erik Kluzek, Peter Lawrence, Fang Li, Hong‐Yi Li, Danica Lombardozzi, W. J. Riley, William J. Sacks, Mingjie Shi, Mariana Vertenstein, William R. Wieder, Chonggang Xu, Ashehad A. Ali, Andrew M. Badger, Gautam Bisht, M. R. van den Broeke, Michael A. Brunke, Sean P. Burns, Jonathan Buzan, Martyn Clark, Anthony P Craig, Kyla M. Dahlin, Beth Drewniak, Joshua B. Fisher, M. Flanner, A. M. Fox, Pierre Gentine, Forrest M. Hoffman, G. Keppel‐Aleks, Ryan Knox, Sanjiv Kumar, Jan T. M. Lenaerts, L. Ruby Leung, William H. Lipscomb, Yaqiong Lü, Ashutosh Pandey, Jon D. Pelletier, J. Perket, James T. Randerson, Daniel Ricciuto, Benjamin M. Sanderson, A. G. Slater, Z. M. Subin, Jinyun Tang, R. Quinn Thomas, Maria Val Martin, Xubin Zeng - Journal of Advances in Modeling Earth Systems 2019 cited by 2,124

  23. Food adulteration: Sources, health risks, and detection methods

    Authors: Sangita Bansal, Apoorva Singh, Manisha Mangal, Anupam K Mangal, Sanjiv Kumar - Critical Reviews in Food Science and Nutrition 2015 cited by 313

  24. Phytochemical and pharmacological review of Cinnamomum verum J. Presl-a versatile spice used in food and nutrition

    Authors: Neetu Singh, Amrender Singh Rao, Abhishek Nandal, Sanjiv Kumar, Surender Singh Yadav, Showkat A. Ganaie, Balasubramanian Narasimhan - Food Chemistry 2020 cited by 209