DaYou Du

4 papers · 2024–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13)

Venues

ACL (2) ICLR (1) NSDI (1)

Top co-authors

Ningyi Xu (2) Yijia Zhang (2) Shijie Cao (2) Ting Cao (2) Xiaowen Chu (2) Yike Guo (1) Adekunle Bello (1) Brian Towles (1) Hoang-Vu Dang (1) Qiang Wang (1)

Research topics

Machine Learning (4) Artificial Intelligence (3) Deep Learning (3) Application Areas (3) Core AI (3) Optimization & Theory · Machine Learning (3) Optimization & Theory · Deep Learning (2) Computer Science (1) Architectures (1) Learning Types (1) Models (1) Systems (1)

Keywords

large language model (2) weight quantization (2) model compression (2) efficient inference (1) sparsity (1) fault tolerance (1) inference acceleration (1) cuda kernel (1) software-defined networking (1) quantization-aware training (1) ultra-low precision (1) floating-point quantization (1) machine learning training (1) floating point (1) supercomputer architecture (1) optical circuit switching (1) system availability (1) perplexity (1) binarization (1) n:m sparsification (1)

Papers

STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs ICLR 2025 AFPQ: Asymmetric Floating Point Quantization for LLMs ACL 2024 BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation ACL 2024 Resiliency at Scale: Managing Google’s TPUv4 Machine Learning Supercomputer NSDI 2024