~/talks

Chao Wang

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titleconferencedate
Probabilistic Inference for Datalog with Correlated InputsPLDI 20262026-06-15
A new Datalog extension called Praline implements probabilistic inference that accounts for arbitrary input correlations by reducing exact inference to a…
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Evolution of Aegis: Fault Diagnosis for AI Model Training Service in ProductionNSDI '252025-04-28
Aegis is a production fault diagnosis system for AI model training that evolves from enhanced legacy tools to a customized collective communication library…
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Archer: Adaptive Memory Compression with Page-Association-Rule Awareness for High-Speed..FAST '252025-02-25
Archer implements an association-rule-aware memory compression framework integrated into the Linux kernel and ZRAM, with a prototype on Pixel and Huawei…
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An Incremental Algorithm for Algebraic Program AnalysisPOPL 20252025-01-19
Method builds an API tree data structure that linearizes CFGs so edits map to leaf insert/delete/update and interpretation values are updated by traversing…
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Practice of Building AI Training Cluster Based on Kubernetes+RoCEv2KubeCon + CloudNativeCon + Open Source Summit China 20232023-09-26
基于Kubernetes+RoCEv2构建AI训练集群的实践 | Practice of Building AI Training Cluster Based on Kubernetes+RoCEv2 - Wang DeKui & Wang Chao…
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SEPH: Scalable, Efficient, and Predictable Hashing on Persistent MemoryOSDI 20232023-07-10
Implements a new hash table for persistent memory that combines a novel Level Segment (LS) layout, two low‑overhead splits including a one-third split, and…
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Synthesizing MILP Constraints for Efficient and Robust OptimizationPLDI 20232023-06-17
Proposes a syntax-guided synthesis pipeline that generates MILP encodings from arbitrary Boolean-linear specs, implementing an extensible DSL, iterative…
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Differential Verification of Deep Neural NetworksVMCAI 20232023-01-15
[VMCAI'23] Differential Verification of Deep Neural Networks Chao Wang Deep neural networks have become an integral component of many systems for which…
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Machine Learning Acceleration in an Embedded WorldCODES+ISSS 20222022-10-07
Four short systems with concrete claims and artifacts: a crossbar-friendly DNN pruning method that extracts reusable segment shapes to map many filters into…
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Machine Learning in the Age of IoTCODES+ISSS 20222022-10-07
PervasiveFL proposes a lightweight cloud modulate that pairs with diverse local nets, uses an entropy-based decision gating and ensemble mutual learning…
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Keynote: Accelerating Genome Sequencing via Containers and KubernetesKubeCon + CloudNativeCon China 20182018-11-13
X-Turing builds a production genome pipeline stack on Kubernetes that replaces fragile HPC/VM setups, running 5000+ containerized apps and thousands of…
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