Mingfei Cheng

Mingfei Cheng

PhD Candidate at Singapore Management University

Full List of Publications

* means corresponding author; See more on my Goolge Scholar

2025

  1. Decictor: Towards Evaluating the Robustness of Decision-Making in Autonomous Driving Systems
    Mingfei Cheng, Xiaofei Xie, Yuan Zhou, Junjie Wang, Guozhu Meng, Kairui Yang
    The 47th IEEE/ACM International Conference on Software Engineering (ICSE 2025), Research Track
    Pre-print, Code will be released soon

2024

  1. ContrastRepair: Enhancing Conversation-Based Automated Program Repair via Contrastive Test Case Pairs
    Jiaolong Kong, Mingfei Cheng, Xiaofei Xie, Shangqing Liu, Xiaoning Du, Qi Guo
    Under Review
    Pre-print, Code will be released after accept

  2. CofiPara: A Coarse-to-fine Paradigm for Multimodal Sarcasm Target Identification with Large Multimodal Models
    Zixin Chen, Hongzhan Lin, Ziyang Luo, Mingfei Cheng, Jing Ma, Guang Chen
    Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024), Main Conference
    Paper, Project Code

  3. Historical Embedding-Guided Efficient Large-Scale Federated Graph Learning
    Anran Li, Yuanyuan Chen, Jian Zhang, Mingfei Cheng, Yihao Huang, Yueming Wu, Anh Tuan Luu, Han Yu
    SIGMOD International Conference on Management of Data (SIGMOD 2024), Research Track
    Paper, Project Code

  4. Towards low-resource rumor detection: Unified contrastive transfer with propagation structure
    Hongzhan Lin, Jing Ma, Ruichao Yang, Zhiwei Yang, Mingfei Cheng
    Neurocomputing (2024), Journal
    Paper, Project Code

2023

  1. BehAVExplor: Behavior Diversity Guided Testing for Autonomous Driving Systems
    Mingfei Cheng, Yuan Zhou, Xiaofei Xie
    The 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2023), Technical Track
    Paper, Project Code

  2. Generative Model-Based Testing on Decision-Making Policies
    Zhuo Li, Xiongfei Wu, Derui Zhu, Mingfei Cheng, Siyuan Chen, Fuyuan Zhang, Xiaofei Xie, Lei Ma, Jianjun Zhao
    The 38th IEEE/ACM International Conference on Automated Software Engineering (ASE 2023), Research Track
    Paper, Project Code

  3. Multilingual Misinformation Detection in Low-Resource Domains with Conversation-based Reasoning
    Hongzhan Lin, Mingfei Cheng
    The 16th ACM International Web Search and Data Mining (WSDM 2023), Smart City Competition, 3rd Place Winner
    Video

2022

  1. A Joint Framework Towards Class-aware and Class-agnostic Alignment for Few-shot Segmentation
    Kai Huang, Mingfei Cheng*, Yang Wang, Bochen Wang, Ye Xi, Feigege Wang, Peng Chen
    The 16th Asian Conference on Computer Vision (ACCV 2022), Main Conference
    Paper

  2. Detect Rumors in Microblog Posts for Low-Resource Domains via Adversarial Contrastive Learning
    Hongzhan Lin, Jing Ma, Liangliang Chen, Zhiwei Yang, Mingfei Cheng, Guang Chen
    Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2022), Findings
    Paper, Project Code

2021

  1. Joint Topology-preserving and Feature-refinement Network for Curvilinear Structure Segmentation
    Mingfei Cheng, Kaili Zhao, Xuhong Guom, Yajing Xu, Jun Guo
    IEEE/CVF International Conference on Computer Vision (ICCV 2021), Main Conference
    Paper, Project Code

  2. Rumor Detection on Twitter with Claim-Guided Hierarchical Graph Attention Networks
    Hongzhan Lin, Jing Ma, Mingfei Cheng, Zhiwei Yang, Liangliang Chen, Guang Chen
    The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), Main Conference
    Paper

Before 2021

  1. Contextual Coefficients Excitation Feature: Focal Visual Representation for Relationship Detection Yajing Xu, Haitao Yang, Si Li, Xinyi Wang, Mingfei Cheng
    Applied Sciences (2020), Journal
    Paper

  2. Cyclone Intensity Estimate with Context-Aware Cyclegan
    Yajing Xu, Haitao Yang, Mingfei Cheng, Si Li
    The 26th IEEE International Conference on Image Processing (ICIP 2019), Main Conference
    Paper