Danyang Zhuo
21 papers · 2017–2026 · 8 venues · across top CS/AI venues
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Research topics
Machine Learning
(14)
Computer Science
(11)
Application Areas
(10)
Systems
(9)
Deep Learning
(6)
Optimization & Theory Β· Machine Learning
(6)
Artificial Intelligence
(4)
Mathematics & Optimization
(4)
Core AI
(4)
Optimization
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(3)
Optimization & Theory Β· Deep Learning
(3)
Applications
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Core Methods
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Keywords
network virtualization
(2)
model parallelism
(2)
rdma networking
(2)
distributed training
(2)
performance isolation
(2)
service mesh
(2)
remote procedure call
(2)
cloud computing
(2)
deep learning
(1)
empirical risk minimization
(1)
program synthesis
(1)
simulated annealing
(1)
dynamic programming
(1)
singular value decomposition
(1)
neural network training
(1)
formal verification
(1)
rate limiting
(1)
distributed learning
(1)
kernel optimization
(1)
efficient computing
(1)
Papers
FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models
AAAI 2026
Nixie: Efficient, Transparent Temporal Multiplexing for Consumer GPUs
OSDI 2026
Phantora: Maximizing Code Reuse in Simulation-based Machine Learning System Performance Estimation
NSDI 2026
Dynamic Maintenance of Kernel Density Estimation Data Structure: From Practice to Theory
UAI 2025
High-level Programming for Application Networks
NSDI 2025
Fairness in Serving Large Language Models
OSDI 2024
Harmonic: Hardware-assisted RDMA Performance Isolation for Public Clouds
NSDI 2024
An Online and Unified Algorithm for Projection Matrix Vector Multiplication with Application to Empirical Risk Minimization
AISTATS 2023
Bypass Exponential Time Preprocessing: Fast Neural Network Training via Weight-Data Correlation Preprocessing
NeurIPS 2023
Remote Procedure Call as a Managed System Service
NSDI 2023
Understanding RDMA Microarchitecture Resources for Performance Isolation
NSDI 2023
Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning
OSDI 2022
Collie: Finding Performance Anomalies in RDMA Subsystems
NSDI 2022
Fast Graph Neural Tangent Kernel via Kronecker Sketching
AAAI 2022
NetHint: White-Box Networking for Multi-Tenant Data Centers
NSDI 2022
On InstaHide, Phase Retrieval, and Sparse Matrix Factorization
ICLR 2021
TeraPipe: Token-Level Pipeline Parallelism for Training Large-Scale Language Models
ICML 2021
Ansor: Generating High-Performance Tensor Programs for Deep Learning
OSDI 2020
Automated Verification of Customizable Middlebox Properties with Gravel
NSDI 2020
Slim: OS Kernel Support for a Low-Overhead Container Overlay Network
NSDI 2019
RAIL: A Case for Redundant Arrays of Inexpensive Links in Data Center Networks
NSDI 2017