Zibin Zheng
5 papers · Latest:
RepoDoc: A Knowledge Graph-Based Framework to Automatic Documentation Generation and Incremental Updates
RepoDoc uses a knowledge graph to generate comprehensive, semantically structured code documentation 3x faster with 85% fewer tokens and efficient incremental updates.
Mono2Sls: Automated Monolith-to-Serverless Migration via Multi-Stage Pipeline with Static Analysis
Mono2Sls automates monolith-to-serverless migration using a static analysis-guided LLM agent pipeline, achieving high deployment success and correctness.
GoAT-X: A Graph of Auditing Thoughts for Securing Token Transactions in Cross-Chain Contracts
GoAT-X is a new framework that uses a Graph of Auditing Thoughts to systematically verify cross-chain smart contracts, improving security.
V2E: Validating Smart Contract Vulnerabilities through Profit-driven Exploit Generation and Execution
V2E validates smart contract vulnerabilities by generating and refining profit-driven exploits, confirming real-world exploitability and financial loss.
AnomalyGen: Enhancing Log-Based Anomaly Detection with Code-Guided Data Augmentation
AnomalyGen enhances log-based anomaly detection by augmenting training data with code-guided synthesis, significantly reducing false alarms.
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