Peng Huang
20 papers · 2012–2026 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (22) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π
Keyword Champion
(3)
π§
Keyword Pioneer
ποΈ
Keyword Collector
(95)
π
Trend Setter
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
π
Conference Pioneer
β‘
Prolific Year Β· Productive
π
Renaissance Researcher
(7)
Venues
Top co-authors
Research topics
Computer Science
(8)
Machine Learning
(8)
Applications
(8)
Systems
(7)
Application Areas
(6)
Artificial Intelligence
(4)
Core AI
(4)
Deep Learning
(2)
Learning Types
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Reinforcement Learning
(1)
Security & Privacy
(1)
Keywords
distributed system
(6)
static analysis
(5)
fault detection
(3)
error detection
(2)
failure detection
(2)
fault tolerance
(2)
runtime verification
(2)
partial failure
(2)
ensemble ranking
(1)
video classification
(1)
risk management
(1)
training verification
(1)
model debugging
(1)
deep learning training
(1)
automated reasoning
(1)
anomaly detection
(1)
binary classifier
(1)
test-time adaptation
(1)
vision-language model
(1)
performance modeling
(1)
Papers
OpGuard: Bitwise Alignment for Precise and General Debugging of Production LLM Training
OSDI 2026
Deriving Semantic Checkers from Tests to Detect Silent Failures in Production Distributed Systems
OSDI 2025
One-Size-Fits-None: Understanding and Enhancing Slow-Fault Tolerance in Modern Distributed Systems
NSDI 2025
Reliable and Diverse Hierarchical Adapter for Zero-shot Video Classification
IJCAI 2025
Training with Confidence: Catching Silent Errors in Deep Learning Training with Automated Proactive Checks
OSDI 2025
VAP-Diffusion: Enriching Descriptions with MLLMs for Enhanced Medical Image Generation
MICCAI 2025
Efficient Exposure of Partial Failure Bugs in Distributed Systems with Inferred Abstract States
NSDI 2024
Robustly Optimized Deep Feature Decoupling Network for Fatty Liver Diseases Detection
MICCAI 2024
Learning to Drive Anywhere
CoRL 2023
Demystifying and Checking Silent Semantic Violations in Large Distributed Systems
OSDI 2022
Operating System Support for Safe and Efficient Auxiliary Execution
OSDI 2022
RESIN: A Holistic Service for Dealing with Memory Leaks in Production Cloud Infrastructure
OSDI 2022
Automated Reasoning and Detection of Specious Configuration in Large Systems with Symbolic Execution
OSDI 2020
Gandalf: An Intelligent, End-To-End Analytics Service for Safe Deployment in Large-Scale Cloud Infrastructure
NSDI 2020
Predictive and Adaptive Failure Mitigation to Avert Production Cloud VM Interruptions
OSDI 2020
Understanding, Detecting and Localizing Partial Failures in Large System Software
NSDI 2020
Capturing and Enhancing In Situ System Observability for Failure Detection
OSDI 2018
Early Detection of Configuration Errors to Reduce Failure Damage
OSDI 2016
eDoctor: Automatically Diagnosing Abnormal Battery Drain Issues on Smartphones
NSDI 2013
Be Conservative: Enhancing Failure Diagnosis with Proactive Logging
OSDI 2012