🧑‍🔬 Christopher Ré — all works

39 works · ← Christopher Ré

1. FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness ↗arXiv:2205.14135 · no summary yetTri Dao et al.2022 · 2,495 citations
2. Holistic Evaluation of Language Models ↗arXiv:2211.09110 · Published in Transactions on Machine Learning Research (TMLR), 2023 · no summary yetPercy Liang et al.2022 · 1,001 citations
3. Efficiently Modeling Long Sequences with Structured State Spaces ↗arXiv:2111.00396 · no summary yetAlbert Gu, Karan Goel, Christopher Ré2021 · 791 citations
4. Low-Dimensional Hyperbolic Knowledge Graph EmbeddingsAnnual Meeting of the Association for Computational Linguistics (ACL)Ines Chami, Adva Wolf, Da-Cheng Juan, et al.2020 · 429 citations
5. FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPUarXiv:2303.06865Ying Sheng, Lianmin Zheng, Binhang Yuan, et al.2023 · 402 citations
6. Hyperbolic Graph Convolutional Neural Networks ↗arXiv (Cornell University) · no summary yetInes Chami et al.2019 · 291 citations
7. Large Language Monkeys: Scaling Inference Compute with Repeated SamplingarXiv:2407.21787Bradley Brown, Jordan Juravsky, Ryan Ehrlich, et al.2024 · 270 citations
8. HiPPO: Recurrent Memory with Optimal Polynomial Projections ↗arXiv:2008.07669 · no summary yetAlbert Gu et al.2020 · 205 citations
9. Deja Vu: Contextual Sparsity for Efficient LLMs at Inference Time ↗ICML 2023 · no summary yetZichang Liu et al.2023 · 185 citations
10. HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution ↗arXiv (Cornell University) · no summary yetNguyen, Eric et al.2023 · 184 citations
11. Hyena Hierarchy: Towards Larger Convolutional Language Models ↗arXiv:2302.10866 · no summary yetMichael Poli et al.2023 · 182 citations
12. KernelBench: Can LLMs Write Efficient GPU Kernels?arXiv:2502.10517Anne Ouyang, Simon Guo, Simran Arora, et al.2025 · 178 citations
13. Training Complex Models with Multi-Task Weak Supervision ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetAlexander Ratner et al.2019 · 175 citations
14. Robustness Gym: Unifying the NLP Evaluation Landscape ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations · no summary yetKaran Goel et al.2021 · 165 citations
15. Ask Me Anything: A simple strategy for prompting language models ↗arXiv:2210.02441 · no summary yetSimran Arora et al.2022 · 154 citations
16. Training Classifiers with Natural Language Explanations ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetBraden Hancock et al.2018 · 152 citations
17. Contextual Embeddings: When Are They Worth It? ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetSimran Arora et al.2020 · 98 citations
18. Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data LakesProceedings of the VLDB EndowmentSimran Arora, Brandon Yang, Sabri Eyuboglu, et al.2023 · 94 citations
19. Scene Graph Prediction with Limited Labels ↗no summary yetVincent S. Chen et al.2019 · 70 citations
20. Simple linear attention language models balance the recall-throughput tradeoffarXiv:2402.18668Simran Arora, Sabri Eyuboglu, Michael Zhang, et al.2024 · 59 citations
21. Decentralized Training of Foundation Models in Heterogeneous Environments ↗arXiv:2206.01288 · no summary yetBinhang Yuan et al.2022 · 59 citations
22. Structured Querying of Web Text Data: A Technical Challenge. ↗Conference on Innovative Data Systems Research · no summary yetMichael Cafarella et al.2007 · 56 citations
23. Zoology: Measuring and Improving Recall in Efficient Language ModelsarXiv:2312.04927Simran Arora; Sabri Eyuboglu; Aman Timalsina; Isys Johnson; Michael Poli; James Zou; Atri Rudra;, Christopher Re2023 · 55 citations
24. Building a Large-scale Multimodal Knowledge Base System for Answering Visual Queries ↗arXiv (Cornell University) · no summary yetYuke Zhu et al.2015 · 45 citations
25. Structured querying of web text ↗Conference on Innovative Data Systems Research · no summary yetMichael Cafarella et al.2007 · 33 citations
26. The mobilize center: an NIH big data to knowledge center to advance human movement research and improve mobility ↗Journal of the American Medical Informatics Association · no summary yetJoy P. Ku et al.2015 · 29 citations
27. LegalBench: Prototyping a Collaborative Benchmark for Legal Reasoning ↗arXiv:2209.06120 · no summary yetNeel Guha et al.2022 · 27 citations
28. Mechanistic Design and Scaling of Hybrid Architectures ↗arXiv (Cornell University) · no summary yetMichael Poli et al.2024 · 22 citations
29. CocktailSGD: Fine-tuning Foundation Models over 500Mbps Networks ↗Rare & Special e-Zone (The Hong Kong University of Science and Technology) · no summary yetBeidi Chen et al.2023 · 14 citations
30. Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions ↗neural information processing systems · no summary yetStefano Massaroli et al.2023 · 13 citations
31. Aioli: A Unified Optimization Framework for Language Model Data Mixing ↗arXiv (Cornell University) · no summary yetMayee F. Chen et al.2024 · 12 citations
32. Systems and Algorithms for Convolutional Multi-Hybrid Language Models at Scale ↗arXiv:2503.01868 · no summary yetJerome Ku et al.2025 · 10 citations
33. Just read twice: closing the recall gap for recurrent language modelsarXiv:2407.05483Simran Arora; Aman Timalsina; Aaryan Singhal; Benjamin Spector; Sabri Eyuboglu; Xinyi Zhao; Ashish Rao; Atri Rudra;, Christopher Re2024 · 8 citations
34. Transform Once: Efficient Operator Learning in Frequency Domain ↗neural information processing systems · no summary yetMichael Poli et al.2022 · 5 citations
35. State-Free Inference of State-Space Models: The Transfer Function Approach ↗arXiv (Cornell University) · no summary yetRom N. Parnichkun et al.2024 · 2 citations
36. Context-Aware Meta-Learning ↗arXiv (Cornell University) · no summary yetChristopher Fifty et al.2023 · 2 citations
37. Insights from law for building and evaluating AI systems ↗Stanford Digital Repository · no summary yetNeel Guha et al.2026
38. Learning to Automate Social Engineering Resistance (LASER) ↗no summary yetDawn Xiaodong Song et al.2020
39. Faust: Flexible Acquistion and Understanding System for Text ↗no summary yetL. L. Voss et al.2013

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