Author

Beliz Gunel

Observed name: Gunel, Beliz

Observed institutions: Google (United States), University of British Columbia, University of Oxford, Google DeepMind (United Kingdom), Meta (United States), Stanford Medicine, University of California, Berkeley, Stanford University

ORCID: 0000-0003-2541-4157

Observed ORCID: 0000-0003-2541-4157

OpenAlex ID: A5067625586

Quantitative Magnetic Particle Imaging Monitors the Transplantation, Biodistribution, and Clearance of Stem Cells In Vivo

2015 · Bo Zheng, Marc P. von See, et al. · Theranostics · 320

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Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning

2020 · Gunel, Beliz, Du, Jingfei, et al. · arXiv (Cornell University) · 296

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Self-training Improves Pre-training for Natural Language Understanding

2021 · Jingfei Du, Edouard Grave, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 110

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Learning Mixed-Curvature Representations in Product Spaces.

2018 · Albert Gu, Frédéric Sala, et al. · International Conference on Learning Representations · 94

Self-training Improves Pre-training for Natural Language Understanding

2020 · Du, Jingfei, Grave, Edouard, et al. · arXiv (Cornell University) · 42

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Optimal Broadband Noise Matching to Inductive Sensors: Application to Magnetic Particle Imaging

2017 · Bo Zheng, Patrick W. Goodwill, et al. · IEEE Transactions on Biomedical Circuits and Systems · 33

Mind The Facts: Knowledge-Boosted Coherent Abstractive Text Summarization

2020 · Gunel, Beliz, Zhu, Chenguang, et al. · arXiv (Cornell University) · 28

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Improving Data-Efficiency and Robustness of Medical Imaging Segmentation Using Inpainting-Based Self-Supervised Learning

2023 · Jeffrey Dominic, Nandita Bhaskhar, et al. · Bioengineering · 25

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Glean

2021 · Sandeep Tata, Navneet Potti, et al. · Proceedings of the VLDB Endowment · 13

Magnetic Particle Imaging

2016 · Bo Zheng, Kuan Lu, et al. · Springer eBooks · 9

STRUM: Extractive Aspect-Based Contrastive Summarization

2023 · Beliz Gunel, Sandeep Tata, et al. · ACM Web Conference (WWW) · 6

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Scale-Equivariant Unrolled Neural Networks for Data-Efficient Accelerated MRI Reconstruction

2022 · Beliz Gunel, Arda Sahiner, et al. · Lecture notes in computer science · 6

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VORTEX: Physics-Driven Data Augmentations Using Consistency Training for Robust Accelerated MRI Reconstruction

2021 · Desai, Arjun D, Gunel, Beliz, et al. · arXiv (Cornell University) · 6

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VORTEX: Physics-Driven Data Augmentations for Consistency Training for Robust Accelerated MRI Reconstruction.

2021 · Arjun Desai, Beliz Gunel, et al. · CaltechAUTHORS (California Institute of Technology) · 5

Using deep feature distances for evaluating the perceptual quality of MR image reconstructions

2025 · Philip M. Adamson, Arjun D. Desai, et al. · Magnetic Resonance in Medicine · 2

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MLAN: Language-Based Instruction Tuning Preserves and Transfers Knowledge in Multimodal Language Models

2025 · Jianhong Tu, Zhuohao Ni, et al. · 1

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STRUM-LLM: Attributed and Structured Contrastive Summarization

2024 · Gunel, Beliz, Wendt, James B., et al. · arXiv (Cornell University) · 1

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Enhancing Incremental Summarization with Structured Representations

2024 · EunJeong Hwang, Yichao Zhou, et al. · 1

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Magnetic Particle Imaging

2026 · Bo Zheng, Kuan Lu, et al.

PRISM: Efficient Long-Range Reasoning With Short-Context LLMs

2025 · Association for Computational Linguistics 2025, Gunel, Beliz, et al. · Underline Science Inc.

PRISM: Efficient Long-Range Reasoning With Short-Context LLMs

2025 · Dulhan Jayalath, James Bradley Wendt, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)

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MLAN: Language-Based Instruction Tuning Preserves and Transfers Knowledge in Multimodal Language Models

2024 · Tu, Jianhong, Ni, Zhuohao, et al. · arXiv (Cornell University)

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VORTEX-SS: Encoding Physics-Driven Data Priors for Robust Self-Supervised MRI Reconstruction

2024 · Arjun Desai, Beliz Gunel, et al. · Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition

SUMIE: A Synthetic Benchmark for Incremental Entity Summarization

2024 · Hwang, Eunjeong, Zhou, Yichao, et al. · arXiv (Cornell University)

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CASPR: Automated Evaluation Metric for Contrastive Summarization

2024 · Ananthamurugan, Nirupan, Duong, Dat, et al. · arXiv (Cornell University)

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Works count: 34

Citation count: 1,062

H-index: 10

I10-index: 10