publications

2025

1. NeurIPS 2025

   70% Size, 100% Accuracy: Lossless LLM Compression for Efficient GPU Inference via Dynamic-Length Float (DFloat11)

   Tianyi Zhang, Mohsen Hariri, Shaochen Zhong, and 4 more authors

   In The Thirty-ninth Annual Conference on Neural Information Processing Systems, 2025

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2. ICLR 2025

   LeanQuant: Accurate and Scalable Large Language Model Quantization with Loss-error-aware Grid

   Tianyi Zhang and Anshumali Shrivastava

   In The Thirteenth International Conference on Learning Representations, 2025

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3. ICML 2025

   Sketch to Adapt: Fine-Tunable Sketches for Efficient LLM Adaptation

   Tianyi Zhang, Junda Su, Aditya Desai, and 3 more authors

   In Forty-second International Conference on Machine Learning, 2025

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4. arXiv

   TransactionGPT

   Yingtong Dou, Zhimeng Jiang, Tianyi Zhang, and 24 more authors

   Visa Research , 2025

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5. ACL Findings 2025

   CoVE: Compressed Vocabulary Expansion Makes Better LLM-based Recommender Systems

   Haochen Zhang, Tianyi Zhang, Junze Yin, and 3 more authors

   In Findings of the Association for Computational Linguistics: ACL 2025, 2025

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2024

1. NeurIPS 2024

   NoMAD-Attention: Efficient LLM Inference on CPUs Through Multiply-add-free Attention

   Tianyi Zhang, Jonah Wonkyu Yi, Bowen Yao, and 2 more authors

   In The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024

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2. NeurIPS 2024

   KV Cache is 1 Bit Per Channel: Efficient Large Language Model Inference with Coupled Quantization

   Tianyi Zhang, Jonah Wonkyu Yi, Zhaozhuo Xu, and 1 more author

   In The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024

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1967

1. Vision

   

   Letters on wave mechanics

   Albert Einstein, Erwin Schrödinger, Max Planck, and 2 more authors

   1967

   Bib

   @book{przibram1967letters,
     title = {Letters on wave mechanics},
     author = {Einstein, Albert and Schrödinger, Erwin and Planck, Max and Lorentz, Hendrik Antoon and Przibram, Karl},
     year = {1967},
     publisher = {Vision},
   }

1956

1. 

   Investigations on the Theory of the Brownian Movement

   Albert Einstein

   1956

   Bib

   @book{einstein1956investigations,
     title = {Investigations on the Theory of the Brownian Movement},
     author = {Einstein, Albert},
     year = {1956},
     publisher = {Courier Corporation},
   }

1950

1. AJP

   The meaning of relativity

   Albert Einstein and AH Taub

   American Journal of Physics, 1950

   Bib

   @article{einstein1950meaning,
     title = {The meaning of relativity},
     author = {Einstein, Albert and Taub, AH},
     journal = {American Journal of Physics},
     volume = {18},
     number = {6},
     pages = {403--404},
     year = {1950},
     publisher = {American Association of Physics Teachers}
   }

1935

1. PhysRev

   Can Quantum-Mechanical Description of Physical Reality Be Considered Complete?

   A. Einstein^*†, B. Podolsky^*, and N. Rosen^*

   Phys. Rev., New Jersey. More Information can be found here , May 1935

   Abs DOI HTML PDF Video

   

   In a complete theory there is an element corresponding to each element of reality. A sufficient condition for the reality of a physical quantity is the possibility of predicting it with certainty, without disturbing the system. In quantum mechanics in the case of two physical quantities described by non-commuting operators, the knowledge of one precludes the knowledge of the other. Then either (1) the description of reality given by the wave function in quantum mechanics is not complete or (2) these two quantities cannot have simultaneous reality. Consideration of the problem of making predictions concerning a system on the basis of measurements made on another system that had previously interacted with it leads to the result that if (1) is false then (2) is also false. One is thus led to conclude that the description of reality as given by a wave function is not complete.

1920

1. Relativity: the Special and General Theory

   Albert Einstein

   1920

   HTML

1905

1. Über die von der molekularkinetischen Theorie der Wärme geforderte Bewegung von in ruhenden Flüssigkeiten suspendierten Teilchen

   A. Einstein

   Annalen der physik, 1905
2. Ann. Phys.

   Un the movement of small particles suspended in statiunary liquids required by the molecular-kinetic theory 0f heat

   A. Einstein

   Ann. Phys., 1905
3. On the electrodynamics of moving bodies

   A. Einstein

   1905
4. Ann. Phys.

   Über einen die Erzeugung und Verwandlung des Lichtes betreffenden heuristischen Gesichtspunkt

   Albert Einstein

   Ann. Phys., 1905

   Nobel Prize Abs DOI Bib

   Albert Einstein receveid the Nobel Prize in Physics 1921 for his services to Theoretical Physics, and especially for his discovery of the law of the photoelectric effect

   This is the abstract text.

   @article{einstein1905photoelectriceffect,
     title = {{{\"U}ber einen die Erzeugung und Verwandlung des Lichtes betreffenden heuristischen Gesichtspunkt}},
     author = {Einstein, Albert},
     journal = {Ann. Phys.},
     volume = {322},
     number = {6},
     pages = {132--148},
     year = {1905},
     doi = {10.1002/andp.19053220607},
   }