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Vincent Liu

18 papers · 2013–2025 · 7 conferences · across top CS/AI conferences

Achievements

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+7 more ↓ 🏃 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)

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