2 citations · 5 across the 6 of their papers we have counts for
7 papers
BenchShield: Formal Model-Backed Instrumentation for Reward Integrity in LLM-Agent Evaluation Infrastructure
Shenghan Zheng, Zonglin Di, Yimin Liu +19
LM-agent benchmarks increasingly function as interactive evaluation infrastructure. Agents observe state, call tools, modify workspaces, submit artifacts, and receive rewards from…
Vero: Can AI Agents Build Formally Verified Software Repositories?
Zhe Ye, Hantao Lou, Yuechun Sun +8
AI agents are increasingly used for programming, but do not provide any guarantee on the correctness of generated code. Verified code generation, in which an agent produces both an…
Intent-aligned Formal Specification Synthesis via Traceable Refinement
Zhe Ye, Aidan Z. H. Yang, Huangyuan Su +6
Large language models are increasingly used to generate code from natural language, but ensuring correctness remains challenging. Formal verification offers a principled way to obt…
VERINA: Benchmarking Verifiable Code Generation
Zhe Ye, Zhengxu Yan, Jingxuan He +3
Large language models (LLMs) are increasingly integrated in software development, but ensuring correctness in LLM-generated code remains challenging and often requires costly manua…
DeServe: Towards Affordable Offline LLM Inference via Decentralization
Linyu Wu, Xiaoyuan Liu, Tianneng Shi +2
The rapid growth of generative AI and its integration into everyday workflows have significantly increased the demand for large language model (LLM) inference services. While propr…
Enhancing Smart Contract Security Analysis with Execution Property Graphs
Kaihua Qin, Zhe Ye, Zhun Wang +5
Smart contract vulnerabilities have led to significant financial losses, with their increasing complexity rendering outright prevention of hacks increasingly challenging. This tren…
Specular: Towards Secure, Trust-minimized Optimistic Blockchain Execution
Zhe Ye, Ujval Misra, Jiajun Cheng +2
An optimistic rollup (ORU) scales a blockchain's throughput by delegating computation to an untrusted remote chain (L2), refereeing any state claim disagreements between mutually d…