发表文章

2026

  • Metaph-Bench：针对大语言模型隐喻型多轮越狱攻击的防御能力测试基准
    周翼骅，周林江，石小川，马超
    中文信息学报 (CCF 中文T1期刊)
  • BS-IG: Boundary-Aware Scale-Adaptive Integrated Gradients for Transferable Adversarial Attacks
    S Lu, L Zhou, C Ma, X Shi, Y Li
    International Joint Conference on Neural Networks (IJCNN 2026)

2025

  • CROSSER: Learning Generalizable Humanoid Locomotion through Inverse Dynamics-Guided Cross-Simulator Adaptation
    Z Wang, X Shi, Z Ding, Y Wang, Z Sun, C Ma, Z Lu
    IEEE Robotics and Automation Letters
  • AdaptGrad: Adaptive Sampling to Reduce Noise
    L Zhou, C Ma, Z Wang, L Wu, X Shi
    Annual Conference on Neural Information Processing Systems (NeurIPS, CCF A类会议)
  • SmartPP: Speeding Up Diffusion-Based Time Series Anomaly Detection via Smart Patch Parallelization
    S Liu, C Ma, L Chen, Y Wang, X Shi, W Zhu
    IEEE International Symposium on Parallel and Distributed Processing with Applications
  • Baseline Generation Method for HIDS Data Based on Manifold Learning
    J Jia, Y Wang, L Zhou, Z Song, L Yi
    International Conference on Algorithms and Architectures for Parallel Processing
  • Exploration of applications with ChatGPT for green supply chain management
    L Zhou, X Shi, Z Wang, C Ma, L Gao
    Annals of Operations Research
  • Measuring student attention based on EEG brain signals using deep reinforcement learning
    AU Rehman, X Shi, F Ullah, Z Wang, C Ma
    Expert Systems with Applications
  • Optimizing prompt efficacy in large language models for fake news detection via evolutionary algorithm-based feature selection
    L Wu, X Yang, X Shi, C Ma
    Information Sciences

2024

  • 动态决策驱动的工控网络数据要素威胁检测方法
    王泽鹏, 马超, 张壮壮, 吴黎兵, 石小川
    计算机研究与发展 (CCF 中文T1期刊)
  • AdaDiffAD: Adaptively Segmenting Diffusion Models for Time Series Anomaly Detection in Dynamic JointCloud Environment
    C Ma, L Yi, L Zhou, Z Wang, X Shi, W Zhu
    International Conference on Parallel and Distributed Systems (ICPADS 2024)
  • Dynamic Splitting of Diffusion Models for Multivariate Time Series Anomaly Detection in a JointCloud Environment
    L Chen, X Shi, L Zhou, Y Wang, C Ma, W Zhu
    International Conference on Knowledge Science, Engineering and Management (KSEM 2024)
  • ProDiffAD: Progressively Distilled Diffusion Models for Multivariate Time Series Anomaly Detection in JointCloud Environment
    F Tian, X Shi, L Zhou, L Chen, C Ma, W Zhu
    International Joint Conference on Neural Networks (IJCNN 2024)
  • Rumorllm: A rumor large language model-based fake-news-detection data-augmentation approach
    J Lai, X Yang, W Luo, L Zhou, L Li, Y Wang, X Shi
    Applied Sciences

2023

  • Explainable artificial intelligence for digital finance and consumption upgrading
    L Zhou, X Shi, Y Bao, L Gao, C Ma
    Finance Research Letters (SSCI Q1，SCI高被引论文，SCI热点论文)
  • Robust Frame-Level Detection for Deepfake Videos With Lightweight Bayesian Inference Weighting
    L Zhou, C Ma, Z Wang, Y Zhang, X Shi, L Wu
    IEEE Internet of Things Journal
  • Efficient Early Warning System in Identifying Enset Bacterial Wilt Disease using Transfer Learning
    BA Fulle, C Ma, X Shi, W Zhu, Z Yemataw, E Assefa
    International Joint Conference on Neural Networks (IJCNN 2023)
  • Enter into society: Digitalized livelihoods and prosumer labor for people with disabilities in China
    Y Bao, X Hu, R Zhang, X Shi
    Frontiers in Psychology
  • Ccpo: Conservatively constrained policy optimization using state augmentation
    Z Wang, X Shi, C Ma, L Wu, J Wu
    ECAI 2023

2022

  • Meta-learning based spatial-temporal graph attention network for traffic signal control
    M Wang, L Wu, M Li, D Wu, X Shi, C Ma
    Knowledge-based systems
  • 一种执行轨迹驱动的移动应用功能分类方法
    马超, 李俊彤, 曹建农, 蔡华谦, 吴黎兵, 石小川
    计算机学报 (CCF 中文T1期刊)
  • Imputing missing indoor air quality data with inverse mapping generative adversarial network
    Z Wu, C Ma, X Shi, L Wu, Y Dong, M Stojmenovic
    Building and Environment
  • Joint alignment of multi-task feature and label spaces for emotion cause pair extraction
    S Chen, X Shi, J Li, S Wu, H Fei, F Li, D Ji
    Proceedings of the 29th International Conference on Computational Linguistics (COLING 2022)
  • Points2shapelets: A salience-guided shapelets selection approach to time series classification
    G Feng, C Ma, L Zhou, L Wu, J Zhang, X Shi
    International joint conference on neural networks (IJCNN 2022)

2021

  • BRNN-GAN: generative adversarial networks with bi-directional recurrent neural networks for multivariate time series imputation
    Z Wu, C Ma, X Shi, L Wu, D Zhang, Y Tang, M Stojmenovic
    IEEE 27th International Conference on Parallel and Distributed Systems (ICPADS 2021)
  • DEN-DQL: Quick convergent deep Q-learning with double exploration networks for news recommendation
    Z Song, D Zhang, X Shi, W Li, C Ma, L Wu
    International Joint Conference on Neural Networks (IJCNN 2021)
  • Tsa-gan: A robust generative adversarial networks for time series augmentation
    Z Li, C Ma, X Shi, D Zhang, W Li, L Wu
    International Joint Conference on Neural Networks (IJCNN 2021)
  • Salience-cam: Visual explanations from convolutional neural networks via salience score
    L Zhou, C Ma, X Shi, D Zhang, W Li, L Wu
    International Joint Conference on Neural Networks (IJCNN 2021)