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Ali Ghodsi

Active 2002–2026

213
Papers
17,965
Citations
60
h-index
132
i10-index

Citations

Citations per year for Ali Ghodsi1955: 1 citations1966: 1 citations1988: 1 citations1998: 2 citations2003: 4 citations2004: 4 citations2005: 27 citations2006: 46 citations2007: 63 citations2008: 66 citations2009: 58 citations2010: 64 citations2011: 108 citations2012: 261 citations2013: 435 citations2014: 528 citations2015: 776 citations2016: 950 citations2017: 1,050 citations2018: 1,269 citations2019: 1,358 citations2020: 1,216 citations2021: 1,206 citations2022: 876 citations2023: 932 citations2024: 1,045 citations2025: 990 citations2026: 206 citations1956–1965: no citations, so these years are not shown1967–1987: no citations, so these years are not shown1989–1997: no citations, so these years are not shown1999–2002: no citations, so these years are not shown

Citation sources

Countries

World map of the countries and regions citing this authorUnited States: 3,382 citing papers, 23.8% of this breakdownChina: 2,414 citing papers, 17% of this breakdownUnited Kingdom: 733 citing papers, 5.2% of this breakdownGermany: 664 citing papers, 4.7% of this breakdownCanada: 621 citing papers, 4.4% of this breakdownFrance: 490 citing papers, 3.4% of this breakdownItaly: 380 citing papers, 2.7% of this breakdownIndia: 379 citing papers, 2.7% of this breakdownSpain: 345 citing papers, 2.4% of this breakdownAustralia: 287 citing papers, 2% of this breakdownSwitzerland: 264 citing papers, 1.9% of this breakdownSouth Korea: 259 citing papers, 1.8% of this breakdown
0%23.8%Other 28%

Institutions

Fields

  • Computer Science79.6%
  • Engineering4.9%
  • Decision Sciences3.3%
  • Biochemistry, Genetics and Molecular Biology2.4%
  • Physics and Astronomy1.3%
  • Social Sciences1.3%
  • Other7.2%

Topics

  • Cloud Computing and Resource Management10.2%
  • Advanced Data Storage Technologies4.6%
  • Caching and Content Delivery4.6%
  • Distributed and Parallel Computing Systems3.7%
  • IoT and Edge/Fog Computing3.3%
  • Distributed systems and fault tolerance3%
  • Other70.6%

Coauthors

All papers

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  1. Findings of the Association for Computational Linguistics: EMNLP 2021

    Authors: Firoj Alam, Shaden Shaar, Fahim Dalvi, Hassan Sajjad, Alex Nikolov, Hamdy Mubarak, Giovanni Da, San Martino, Ahmed Abdelali, Nadir Durrani, Kareem Darwish, Abdulaziz Al-Homaid, Wajdi Za- Ghouani, Tommaso Caselli, Tianda Li, Ahmad Rashid, Aref Jafari, Pranav Sharma, Ali Ghodsi, Mehdi Rezagholizadeh, Thi-Nhung Nguyen, Yimin Fan, Yaobo Liang, Alexandre Muzio, Hany Hassan, Houqiang Li, Ming Zhou, Nan Duan, Shiyang Li, Semih Yavuz, Wenhu Chen, Xifeng Yan, ;, Weiwen Xu, Yang Deng, Huihui Zhang, Deng Cai, Wai Lam, . . . . . . . . . . . . . . . . . . . . . ; Bowei, Zhifeng Zou, Manuel Li, Jan-David Plank, Terry Krieger, Bela Ruas, Akiko Gipp, Aizawa, Jiangnan Li, Zheng Lin, Peng Fu, Weiping Wang ; Yanyan, Hainan Zou, Hongshen Zhang, Zhuoye Chen, Caixia Ding, Xiaojie Yuan, Wang, Guoxin Yu, Jiwei Li, Ling Luo, Yuxian Meng, Xiang Ao, Qing He, Zixuan Zhang, Hongwei Wang, Han Zhao, Hanghang Tong, Heng Ji ; Guangrun, Hang Wang, Jiefeng Xu, Bert, Tong Overkill ; Bryan Mccann, Nazneen Niu, Rajani, Shirish Nitish, Thamar Keskar, Solorio, Shifeng Liu, Yifang Sun, Bing Li, Wei Wang, Florence Bourgeois, Adam Dunn, . ; Meishan, Zhenghua Zhang, Min ; Meng Li, Oyvind Huang, Chao Tafjord, Zhao, Yunlong Liang, Fandong Meng, Jinchao Zhang, Yufeng Chen, Jinan Xu, Jie Zhou, Yang Zhong, Jingfeng Yang, Wei Xu, Diyi Yang ; Yuchen, Chengyu Zhai, Minghui Wang and 296 more - 2021 cited by 896

  2. Apache Spark: a unified engine for big data processing

    Authors: Matei Zaharia, Reynold S. Xin, Patrick Wendell, Tathagata Das, Michael Armbrust, Ankur Dave, Xiangrui Meng, Josh Rosen, Shivaram Venkataraman, Michael J. Franklin, Ali Ghodsi, Joseph Gonzalez, Scott Shenker, Ion Stoica - Communications of the ACM, Commun. ACM 2016 cited by 2,336

  3. DyLoRA: Parameter Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low-Rank Adaptation

    Authors: Mojtaba Valipour, Mehdi Rezagholizadeh, Ivan Kobyzev, Ali Ghodsi - Conference of the European Chapter of the Association for Computational Linguistics, EACL 2023 cited by 154

  4. Spark SQL: Relational Data Processing in Spark

    Authors: Michael Armbrust, Reynold S. Xin, Cheng Lian, Yin Huai, Davies Liu, Joseph K. Bradley, Xiangrui Meng, Tomer Kaftan, Michael J. Franklin, Ali Ghodsi, Matei Zaharia - SIGMOD International Conference on Management of Data, SIGMOD Conference 2015 cited by 1,222

  5. Delta Lake: High-Performance ACID Table Storage over Cloud Object Stores

    Authors: Michael Armbrust, Tathagata Das, Liwen Sun, Burak Yavuz, Shixiong Zhu, M Krishna Murthy, Joseph Torres, Herman van Hövell, Adrian M. Ionescu, Alicja Łuszczak, Michał Świtakowski, Michał Szafrański, Xiao Li, Takuya Ueshin, Mostafa Mokhtar, Peter Boncz, Ali Ghodsi, Sameer Paranjpye, Pieter Senster, Reynold Xin, Matei Zaharia - VLDB Endowment, Proc. VLDB Endow. 2020 cited by 214

  6. SymbolicGPT: A Generative Transformer Model for Symbolic Regression

    Authors: Mojtaba Valipour, Bowen You, Maysum Panju, Ali Ghodsi - arXiv (Cornell University), CoRR 2021 cited by 106

  7. Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark

    Authors: Michael Armbrust, Tathagata Das, Joseph Torres, Burak Yavuz, Shixiong Zhu, Reynold Xin, Ali Ghodsi, Ion Stoica, Matei Zaharia - Conference on Management of Data, SIGMOD Conference 2018 cited by 190

  8. Deep learning enables de novo peptide sequencing from data-independent-acquisition mass spectrometry

    Authors: Ngoc Hieu Tran, Rui Qiao, Lei Xin, Xin Chen, Chuyi Liu, Xianglilan Zhang, Baozhen Shan, Ali Ghodsi, Ming Li - Nature Methods 2018 cited by 383

  9. Developments in MLflow: A System to Accelerate the Machine Learning Lifecycle

    Authors: A. Chen, Andy H.F. Chow, Aaron Davidson, Arjun DCunha, Ali Ghodsi, Sue Ann Hong, Andy Konwinski, Clemens Mewald, Siddharth Murching, Tomas Nykodym, Paul Ogilvie, Mani Parkhe, Avesh Kumar Singh, Fen Xie, Matei Zaharia, Richard Zang, Juntai Zheng, Corey Zumar - Fourth International Workshop on Data Management for End-to-End Machine Learning, DEEM@SIGMOD 2020 cited by 100

  10. Supervised principal component analysis: Visualization, classification and regression on subspaces and submanifolds

    Authors: Elnaz Barshan, Ali Ghodsi, Zohreh Azimifar, Mansoor Zolghadri Jahromi - Pattern Recognition, Pattern Recognit. 2010 cited by 347

  11. Elements of Dimensionality Reduction and Manifold Learning

    Authors: Benyamin Ghojogh, Mark Crowley, Fakhri Karray, Ali Ghodsi - IEEE Symposium on Security and Privacy, SP 2023 cited by 84

  12. Sentiment analysis based on improved pre-trained word embeddings

    Authors: Seyed Mahdi Rezaeinia, Rouhollah Rahmani, Ali Ghodsi, Hadi Veisi - Expert Systems with Applications, Expert Syst. Appl. 2018 cited by 324

  13. Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics

    Authors: Matei Zaharia, Ali Ghodsi, Reynold Xin, Michael Armbrust - Conference on Innovative Data Systems Research, CIDR 2021 cited by 123

  14. Annealing Knowledge Distillation

    Authors: Aref Jafari, Mehdi Rezagholizadeh, Pranav Sharma, Ali Ghodsi - Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, EACL 2021 cited by 70

  15. Attention Mechanism, Transformers, BERT, and GPT: Tutorial and Survey

    Authors: Benyamin Ghojogh, Ali Ghodsi - 2020 cited by 80

  16. Reproducing Kernel Hilbert Space, Mercer's Theorem, Eigenfunctions, Nyström Method, and Use of Kernels in Machine Learning: Tutorial and Survey

    Authors: Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley - arXiv (Cornell University), CoRR 2021 cited by 42

  17. Highly Available Transactions: Virtues and Limitations

    Authors: Peter Bailis, Aaron Davidson, Alan D. Fekete, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica - VLDB Endowment, Proc. VLDB Endow. 2013 cited by 202

  18. Computationally instrument-resolution-independent de novo peptide sequencing for high-resolution devices

    Authors: Rui Qiao, Ngoc Hieu Tran, Lei Xin, Xin Chen, Ming Li, Baozhen Shan, Ali Ghodsi - Nature Machine Intelligence, Nat. Mach. Intell. 2021 cited by 99

  19. Mesos: A Platform for Fine-Grained Resource Sharing in the Data Center

    Authors: Benjamin Hindman, Andy Konwinski, Matei Zaharia, Ali Ghodsi, Anthony D. Joseph, Randy H. Katz, Scott Shenker, Ion Stoica - NSDI 2011 cited by 1,593

  20. Automatic dimensionality selection from the scree plot via the use of profile likelihood

    Authors: Mu Zhu, Ali Ghodsi - Computational Statistics & Data Analysis, Comput. Stat. Data Anal. 2005 cited by 390

  21. KKT Conditions, First-Order and Second-Order Optimization, and Distributed Optimization: Tutorial and Survey

    Authors: Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley - arXiv (Cornell University), CoRR 2021 cited by 31

  22. Uniform Manifold Approximation and Projection (UMAP) and its Variants: Tutorial and Survey

    Authors: Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley - arXiv (Cornell University), CoRR 2021 cited by 36

  23. QDyLoRA: Quantized Dynamic Low-Rank Adaptation for Efficient Large Language Model Tuning

    Authors: Hossein Rajabzadeh, Mojtaba Valipour, Tianshu Zhu, Marzieh S. Tahaei, Hyock Ju Kwon, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh - Conference on Empirical Methods in Natural Language Processing: Industry Track, EMNLP (Industry Track) 2024 cited by 18

  24. Coordination Avoidance in Database Systems

    Authors: Peter Bailis, Alan D. Fekete, Michael J. Franklin, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica - VLDB Endowment, Proc. VLDB Endow. 2014 cited by 189