Ruslan Svirschevski

Computer Science · Physical Sciences

2h-index31citations8works0.92yr avg
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Research Topics

Topic Modeling(1), Speech Recognition and Synthesis(1), Neural Networks and Applications(1), Privacy-Preserving Technologies in Data(1), Advanced Data Compression Techniques(1)

Publications8 total

AutoJudge: Judge Decoding Without Manual Annotation
arXiv (Cornell University)·2025Open Access
Label Privacy in Split Learning for Large Models with Parameter-Efficient Training
arXiv (Cornell University)·2024Open Access
Accurate Compression of Text-to-Image Diffusion Models via Vector Quantization
arXiv (Cornell University)·2024Open Access
SpecExec: Massively Parallel Speculative Decoding for Interactive LLM Inference on Consumer Devices
arXiv (Cornell University)·2024· 3 citedOpen Access
Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding
arXiv (Cornell University)·2024· 2 citedOpen Access
Sequoia: Scalable and Robust Speculative Decoding
2024
SpecExec: Massively Parallel Speculative Decoding For Interactive LLM Inference on Consumer Devices
2024· 1 cited
SpQR: A Sparse-Quantized Representation for Near-Lossless LLM Weight Compression
arXiv (Cornell University)·2023· 25 citedOpen Access

Frequent Co-authors

Max Ryabinin(6), Avner May(4), Zhuoming Chen(4), Beidi Chen(4), Zhihao Jia(4), Vage Egiazarian(3), Dan Alistarh(2), Yuhsun Huang(2), Denis Kuznedelev(2), Tim Dettmers(1), Denis Kuznedelev(1), Elias Frantar(1), Saleh Ashkboos(1), Alexander Borzunov(1), Torsten Hoefler(1), Anton Voronov(1), Michael Goin(1), Д. В. Павлов(1), Dmitry Baranchuk(1), Philip Zmushko(1)