Vincent Liu
18 papers · 2013–2025 · 7 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (12) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) 🐝 Cross-Pollinator (6)
🐝
Cross-Pollinator
(6)
🌍
Conference Polyglot
(7)
🏆
Grand Slam
🗃️
Keyword Collector
(95)
🚀
Conference Pioneer
💎
Century Club
(18)
⚡
Prolific Year
(5)
Conferences
NSDI (8)
OSDI (4)
AAAI (2)
AISTATS (1)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
fault tolerance
(2)
transfer learning
(1)
network monitoring
(1)
sparse representation
(1)
self-supervised learning
(1)
model parallelism
(1)
domain adaptation
(1)
markov decision process
(1)
pattern recognition
(1)
offline reinforcement learning
(1)
contextual bandit
(1)
benchmark dataset
(1)
catastrophic interference
(1)
multi-domain learning
(1)
control policy
(1)
exogenous variable
(1)
doubly robust estimator
(1)
universal representation
(1)
data center
(1)
reinforcement learning
(1)
Papers
Accelerating Design Space Exploration for LLM Training Systems with Multi-experiment Parallel Simulation
NSDI 2025
Enabling Silent Telemetry Data Transmission with InvisiFlow
NSDI 2025
Exploiting Action Impact Regularity and Exogenous State Variables for Offline Reinforcement Learning (Abstract Reprint)
AAAI 2024
Switching the Loss Reduces the Cost in Batch Reinforcement Learning
ICML 2024
Beaver: Practical Partial Snapshots for Distributed Cloud Services
OSDI 2024
MuCache: A General Framework for Caching in Microservice Graphs
NSDI 2024
Cloudcast: High-Throughput, Cost-Aware Overlay Multicast in the Cloud
NSDI 2024
Asymptotically Unbiased Off-Policy Policy Evaluation when Reusing Old Data in Nonstationary Environments
AISTATS 2023
AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving
OSDI 2023
OrbWeaver: Using IDLE Cycles in Programmable Networks for Opportunistic Coordination
NSDI 2022
DABS 2.0: Improved Datasets and Algorithms for Universal Self-Supervision
NIPS 2022
Aragog: Scalable Runtime Verification of Shardable Networked Systems
OSDI 2020
tpprof: A Network Traffic Pattern Profiler
NSDI 2020
Fault-tolerant and transactional stateful serverless workflows
OSDI 2020
Training Recurrent Neural Networks Online by Learning Explicit State Variables
ICLR 2020
The Utility of Sparse Representations for Control in Reinforcement Learning
AAAI 2019
Designing Distributed Systems Using Approximate Synchrony in Data Center Networks
NSDI 2015
F10: A Fault-Tolerant Engineered Network
NSDI 2013