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← Authors

Andrei Panferov

5 papers · 2024–2026 · 4 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICML (2) ACL (1) NAACL (1) UAI (1)

Top co-authors

Dan Alistarh (3) Peter Richtarik (2) Mukhammadali Sayfiddinov (1) Denis Kuznedelev (1) Elliott Ash (1) Michael Aerni (1) Vage Egiazarian (1) Anna Sotnikova (1) Emanuela Boros (1) David Rosenthal (1)

Keywords

large language model (2) model quantization (1) neural network optimization (1) multilingual language model (1) responsible artificial intelligence (1) hadamard transformation (1) data compliance (1) model compression (1) goldfish objective (1)

Papers

Apertus: Democratizing Open and Compliant LLMs for Global Language Environments ACL 2026 QuEST: Stable Training of LLMs with 1-Bit Weights and Activations ICML 2025 HIGGS: Pushing the Limits of Large Language Model Quantization via the Linearity Theorem NAACL 2025 Correlated Quantization for Faster Nonconvex Distributed Optimization UAI 2025 Extreme Compression of Large Language Models via Additive Quantization ICML 2024