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20242026
most citedDefining and Detecting the Defects of the Large Language Model-based Autonomous Agents

1 citations · 2 across the 9 of their papers we have counts for

collaborators

10 papers

cs.CL2026

Aligning Faithfulness for Theory-Scale Autoformalization

Yuming Feng, Tadd Mao, Dhruva Arekar +4

Autoformalization (AF) requires more than compilation: formal statements must preserve the meaning of their informal sources, a property known as faithfulness. An emerging frontier…

cs.AI2026

Does the Proof Prove It That Way? Faithful Formalization of Elements Proofs

Tadd Mao, Tianjun Zhong, Dhruva Arekar +5

In formal verification, both the autoformalization of statements and automated proof search have been studied extensively. While automated proof search can produce a formal proof t…

cs.LG2026

Theory-Scale Auto-Formalization of Logics for Computer Science

Yuming Feng, Frederick Pu, One An +5

Auto-formalization is critical for scalable formal verification, but existing progress largely focuses on isolated statements, while theory-scale auto-formalization, which coherent…

cs.CR2026

GoAT-X: A Graph of Auditing Thoughts for Securing Token Transactions in Cross-Chain Contracts

Zijun Feng, Yuming Feng, Yu Wang +4

Cross-chain bridges, the critical infrastructure of the multi-chain ecosystem, have become a primary target for attackers, resulting in over $2.8 billion in losses due to subtle im…

cs.SE2026

V2E: Validating Smart Contract Vulnerabilities through Profit-driven Exploit Generation and Execution

Jingwen Zhang, Yuhong Nan, Kaiwen Ning +6

Smart contracts are a critical component of blockchain systems. Due to the large amount of digital assets carried by smart contracts, their security is of critical importance. Alth…

cs.SE2026

SSR: Safeguarding Staking Rewards by Defining and Detecting Logical Defects in DeFi Staking

Zewei Lin, Jiachi Chen, Jingwen Zhang +4

Decentralized Finance (DeFi) staking is one of the most prominent applications within the DeFi ecosystem, where DeFi projects enable users to stake tokens on the platform and rewar…

cs.CR2025

One Signature, Multiple Payments: Demystifying and Detecting Signature Replay Vulnerabilities in Smart Contracts

Zexu Wang, Jiachi Chen, Zewei Lin +7

Smart contracts have significantly advanced blockchain technology, and digital signatures are crucial for reliable verification of contract authority. Through signature verificatio…

cs.SE2025

Copy-and-Paste? Identifying EVM-Inequivalent Code Smells in Multi-chain Reuse Contracts

Zexu Wang, Jiachi Chen, Tao Zhang +4

As the development of Solidity contracts on Ethereum, more developers are reusing them on other compatible blockchains. However, developers may overlook the differences between the…

cs.SE2024★ 1 cited

Defining and Detecting the Defects of the Large Language Model-based Autonomous Agents

Kaiwen Ning, Jiachi Chen, Jingwen Zhang +5

AI agents are systems capable of perceiving their environment, autonomously planning and executing tasks. Recent advancements in LLM have introduced a transformative paradigm for A…

cs.CR2024★ 1 cited

MCGMark: An Encodable and Robust Online Watermark for Tracing LLM-Generated Malicious Code

Kaiwen Ning, Jiachi Chen, Qingyuan Zhong +8

With the advent of large language models (LLMs), numerous software service providers (SSPs) are dedicated to developing LLMs customized for code generation tasks, such as CodeLlama…