Shan Lu

12 papers · 2012–2026 · 5 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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🗺️ Taxonomy Completionist (17) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

🧬 Topic Evolution 🌟 Keyword Trendsetter Combo (3) 🧭 Keyword Pioneer 📈 Trend Setter 🚀 Conference Pioneer 💎 Century Club · Bronze 🗃️ Keyword Collector (66)

Venues

OSDI (7) NSDI (2) ECCV (1) ICLR (1) ICML (1)

Top co-authors

Yifan Qiao (2) Chenxi Wang (2) Chengcheng Wan (2) Kuntai Du (2) Suman Nath (2) Haoran Ma (2) Michael Maire (2) Henry Hoffmann (2) Shi Liu (2) Junchen Jiang (2)

Research topics

Computer Science (4) Machine Learning (4) Artificial Intelligence (3) Application Areas (3) Core AI (3) Deep Learning (2) Applications (2) Systems (2) Mathematics & Optimization (1) Core Methods (1) Foundations (1) Learning Paradigms (1) Learning Types (1) Models (1) Optimization (1)

Keywords

far memory (2) garbage collection (2) memory management (2) model architecture (1) error detection (1) distributed inference (1) formal verification (1) software debugging (1) static analysis (1) model inference (1) loss function (1) throughput optimization (1) failure detection (1) kv cache (1) causal analysis (1) gradient projection (1) bug detection (1) data center (1) distributed system (1) fault tolerance (1)

Papers

DroidSpeak: KV Cache Sharing Across Fine-tuned Model Variants NSDI 2026 Automated Proof Generation for Rust Code via Self-Evolution ICLR 2025 A Tale of Two Paths: Toward a Hybrid Data Plane for Efficient Far-Memory Applications OSDI 2024 ChameleonAPI: Automatic and Efficient Customization of Neural Networks for ML Applications OSDI 2024 ExChain: Exception Dependency Analysis for Root Cause Diagnosis NSDI 2024 Cancellation in Systems: An Empirical Study of Task Cancellation Patterns and Failures OSDI 2022 LA3: Efficient Label-Aware AutoAugment ECCV 2022 MemLiner: Lining up Tracing and Application for a Far-Memory-Friendly Runtime OSDI 2022 Orthogonalized SGD and Nested Architectures for Anytime Neural Networks ICML 2020 Early Detection of Configuration Errors to Reduce Failure Damage OSDI 2016 Yak: A High-Performance Big-Data-Friendly Garbage Collector OSDI 2016 Automated Concurrency-Bug Fixing OSDI 2012