MC
Mingfei Cheng
cs.SEcs.AIcs.CLcs.CRcs.CVcs.LGcs.ROcs.NEeess.IV
On Valency
published · living versionsW_g5gbs324·v1 · currentpublished
AgenTest: Mining Business Rules to Test LLM Agents for Business Logic Bugs
with Lili Quan, Longtian Wang, Yuelin Wang, Chao Shen +2
1 version
W_3ykek3zb·v1published
Preprints & journals
24 papers in the corpus · 2019–2026AgenTest: Mining Business Rules to Test LLM Agents for Business Logic Bugs2610.28116v1 · Lili Quan, Longtian Wang, Yuelin Wang et al.2026 · 0 citationsarXivon Valency
When Code Becomes an LLM Call: An Empirical Study of Call-Site Contracts in Agentic Systems2610.24545v1 · Shihao Weng, Longtian Wang, Yang Feng et al.2026 · 0 citationsarXivon Valency
Before Acting, Change the State: Prospective State Intervention for Web Agents under Deceptive Interfaces2609.34974v1 · Ruozhao Yang, Mingfei Cheng, Xiaofei Xie2026 · 0 citationsarXiv
Learning from the Test: Self-Referential Differential Testing for Deep RL Agents2608.22284v1 · Junda He, Jieke Shi, Zhou Yang et al.2026 · 0 citationsarXiv
PRWeaver: Evaluating LLM-Based Code Auditors against Long-Horizon Malicious Pull Requests2608.02693v1 · Yuekun Wang, Mingfei Cheng, Xiaofei Xie2026 · 0 citationsarXiv
EvoEye: Self-Evolving Runtime Monitoring for Autonomous Driving Systems2607.03755v2 · Mingfei Cheng, Lionel Briand, Xiaofei Xie2026 · 0 citationsarXiv
Hidden Reliability Risks in Large Language Models: Systematic Identification of Precision-Induced Output Disagreements2604.19790v1 · Yifei Wang, Tianlin Li, Xiaohan Zhang et al.2026 · 0 citationsarXiv
AutoEG: Exploiting Known Third-Party Vulnerabilities in Black-Box Web Applications2604.00704v1 · Ruozhao Yang, Mingfei Cheng, Gelei Deng et al.2026 · 0 citationsarXiv
Ensemble-Based Uncertainty Estimation for Code Correctness Estimation2603.27098v2 · Yunxiang Wei, Tianlin Li, Yuwei Zheng et al.2026 · 0 citationsarXiv
Drivora: A Unified and Extensible Infrastructure for Search-based Autonomous Driving Testing2601.05685v1 · Mingfei Cheng, Lionel Briand, Yuan Zhou2026 · 0 citationsarXiv
Detecting Non-Optimal Decisions of Embodied Agents via Diversity-Guided Metamorphic Testing2512.20083v1 · Wenzhao Wu, Yahui Tang, Mingfei Cheng et al.2025 · 0 citationsarXiv
Causality-aware Safety Testing for Autonomous Driving Systems2506.08688v2 · Wenbing Tang, Mingfei Cheng, Renzhi Wang et al.2025 · 1 citationarXiv
Moral Testing of Autonomous Driving Systems2505.03683v1 · Wenbing Tang, Mingfei Cheng, Yuan Zhou et al.2025 · 2 citationsarXiv
Foundation Models for Autonomous Driving System: An Initial Roadmap2504.00911v2 · Xiongfei Wu, Mingfei Cheng, Xiaoning Ren et al.2025 · 0 citationsarXiv
MoDitector: Module-Directed Testing for Autonomous Driving Systems2502.08504v1 · Renzhi Wang, Mingfei Cheng, Xiaofei Xie et al.2025 · 8 citationsarXiv
CofiPara: A Coarse-to-fine Paradigm for Multimodal Sarcasm Target Identification with Large Multimodal Models2405.00390v2 · Hongzhan Lin, Zixin Chen, Ziyang Luo et al.2024 · 14 citationsarXiv
ContrastRepair: Enhancing Conversation-Based Automated Program Repair via Contrastive Test Case Pairs2403.01971v2 · Jiaolong Kong, Mingfei Cheng, Xiaofei Xie et al.2024 · 28 citationsACM Trans. Softw. Eng. Methodol., 34(8), Article 216, 2025
Decictor: Towards Evaluating the Robustness of Decision-Making in Autonomous Driving Systems2402.18393v3 · Mingfei Cheng, Yuan Zhou, Xiaofei Xie et al.2024 · 11 citationsarXiv
BehAVExplor: Behavior Diversity Guided Testing for Autonomous Driving Systems2307.07493v1 · Mingfei Cheng, Yuan Zhou, Xiaofei Xie2023 · 78 citationsarXiv
A Unified Contrastive Transfer Framework with Propagation Structure for Boosting Low-Resource Rumor Detection2304.01492v5 · Hongzhan Lin, Jing Ma, Ruichao Yang et al.2023 · 2 citationsarXiv
A Joint Framework Towards Class-aware and Class-agnostic Alignment for Few-shot Segmentation2211.01310v1 · Kai Huang, Mingfei Cheng, Yang Wang et al.2022 · 2 citationsarXiv
Detect Rumors in Microblog Posts for Low-Resource Domains via Adversarial Contrastive Learning2204.08143v2 · Hongzhan Lin, Jing Ma, Liangliang Chen et al.2022 · 60 citations2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Rumor Detection on Twitter with Claim-Guided Hierarchical Graph Attention Networks2110.04522v2 · Hongzhan Lin, Jing Ma, Mingfei Cheng et al.2021 · 64 citationsarXiv
Cyclone intensity estimate with context-aware cyclegan1905.04425v1 · Yajing Xu, Haitao Yang, Mingfei Cheng et al.2019 · 6 citationsarXiv
Career total: at least 40 works. 24 are in this corpus.
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