孙晓燕｜江南大学｜学者主页

精选作品

期刊论文

2026

LogReasoner: Empowering LLMs with Expert-like Coarse-to-Fine Reasoning for Automated Log Analysis

Lipeng Ma, Yixuan Li, Weidong Yang, Mingjie Zhou, Xinyi Liu, Ben Fei, Shuhao Li, Xiaoyan Sun, Sihang Jiang, Yanghua Xiao

ACM Transactions on Software Engineering and Methodology

DOI

2026

Design Change Path Planning Based on Change Impact Indicators and DQN Algorithm

Xiaoyan Sun, Qiang Lin, Zimin Li, Mingli Lu

DOI

2026

Robust long-term prediction of memristive chaotic systems under partial observability via IVYA-ODRC method

Junwen Wang, Jiening Wu, Xiaoyan Sun, Jie Yu Wu, Ru-ru Ma

International Journal of Modern Physics C

DOI

2026

Multiform differential evolution with feasibility-oriented knowledge transfer for interval-constrained scheduling of coal-mine integrated energy systems

Canyun Dai, Xiaoyan Sun, Zhang Yon, Chen Ma, Dunwei Gong

IEEE Transactions on Evolutionary Computation

DOI

2025

基于网络空间欺骗的移动目标防御技术研究

张雅勤，马多贺，Xiaoyan Sun，周川，刘峰

《信息安全学报》

DOI

2025

Multivariate Load Interval Prediction Considering Dispatch Costs For Integrated Coal Mine Energy Systems

Xiaoxuan Xing, Dunwei Gong, Yong Zhang, Xiaoyan Sun, Jing Sun, Yongde Guo

DOI

2025

A special point-guided surrogate-assisted multi-objective evolutionary algorithm for complex pareto fronts

Chunlin He, Yong Zhang, Dunwei Gong, Xiaoyan Sun, Hongfeng Wang

Applied Soft Computing

DOI

2025

Multipattern Learning and Collaboration-Based Evolutionary Optimizer for Large-Scale Multiobjective Optimization

Wei Song, Mingshuo Song, Haojie Zhou, Xiaoyan Sun, Yaochu Jin, Songbai Liu, Qiuzhen Lin, Shengxiang Yang

IEEE Transactions on Systems Man and Cybernetics Systems

DOI

2025

Large-scale Multi-objective Evolutionary Algorithm Based on Dynamic Resource Allocation

Xinping Liu, Xiaoyan Sun, Yuehong Sun

International Conference on Data-driven Optimization of Complex Systems (DOCS)

DOI

2025

Evolutionary Optimization Based on Optimal Dispatching Modeling and Solving of Integrated Energy System: A Review

Canyun Dai, Xiaoyan Sun, Yong Zhang

International Conference on Data-driven Optimization of Complex Systems (DOCS)

DOI

2025

Rescheduling costs and adaptive asymmetric errors guided closed-loop prediction of power loads in mine integrated energy systems

Miao Qi, Xiaoyan Sun, Chen Ma, Yong Zhang, Dunwei Gong

Energy and AI

DOI

2025

Predefined-Time Consensus of Multiagent System: Nonchattering Scheme

Jie Yu Wu, Jie Chen, Yongzheng Sun, Xiaoyan Sun, Xiaoli Luan, Junjie Fu, Guanghui Wen

IEEE Transactions on Cybernetics

DOI

2025

Multisource and Hidden Source-Based Knowledge Transfer for Solving Dynamic Multiobjective Optimization Problems

Wei Song, Zhi Liu, Jian Yu, Xiaoyan Sun, Yaochu Jin, Khin Wee Lai

IEEE Transactions on Evolutionary Computation

DOI

2024

异构集成代理辅助的区间多模态粒子群优化算法

季新芳，张勇，巩敦卫，郭一楠，孙晓燕

《自动化学报》

DOI

2024

考虑源-荷不确定性的矿山综合能源系统多时间尺度区间优化调度

胡荷娟，孙晓燕，曾博，巩敦卫，张勇

《控制与决策》

DOI

2024

面向多源异构数据的个性化搜索和推荐算法综述

暴琳，朱志宇，孙晓燕，徐标

《控制理论与应用》

2024

隐私保护下融合联邦学习和LSTM的少数据综合能源多元负荷预测

陈志鹏，张勇，高海荣，孙晓燕，胡荷娟

《智能系统学报》

2024

Multiform Differential Evolution With Elite-Guided Knowledge Transfer for Coal Mine Integrated Energy Systems Constrained Dispatch

Canyun Dai, Xiaoyan Sun, Hejuan Hu, Wei Song, Zhang Yon, Dunwei Gong

IEEE Transactions on Evolutionary Computation

DOI

2023

基于项集归减的高维频繁高效用项集挖掘多目标优化方法

张磊，李柳，杨海鹏，孙翔，程凡，孙晓燕，苏喻

《控制与决策》

DOI

2023

融合柔性负荷和碳交易机制的矿山综合能源系统运行优化

张勇，范斯达，高海荣，胡荷娟，孙晓燕，巩敦卫

《电力系统及其自动化学报》

2023

融合注意力机制的增强受限玻尔兹曼机驱动的交互式分布估计算法

暴琳，孙晓燕，巩敦卫，张勇

《自动化学报》

DOI

2022

一种融合对抗层的图像通用对抗扰动生成算法

徐登辉，张勇，巩敦卫，孙晓燕

《小型微型计算机系统》

2021

多源异构用户生成内容的融合向量化表示学习

纪南巡，孙晓燕，李祯其

《计算机科学》

2020

基于深度学习建模多行为动态演化的转化率预估

孙晓燕，聂鑫，暴琳，陈杨

《扬州大学学报(自然科学版)》

DOI

2020

基于增量式卷积神经网络的入侵检测方法

肖珂，刘天一，孙晓燕，何云华，曾凡锋

《计算机应用》

2018

适用于移动互联网的门限群签名方案

陈立全，朱政，王慕阳，孙晓燕

《计算机学报》

2017

离散多目标量子微粒群聚类算法

张勇，王庆，夏长红，孙晓燕，巩敦卫

《模式识别与人工智能》

2017

混合比较区间多目标进化优化及在矿井RFID布局的应用

孙晓燕，张鹏飞，陈杨，时良振

《控制与决策》

DOI

2016

保持粒子多样性的非退化粒子滤波方法研究

吴昊，孙晓燕，郭玉堂，刘路路，沈晶

《电子学报》

2015

基于CP-nets的偏好感知交互式遗传算法及其个性化搜索

孙晓燕，陆宜娜，巩敦卫，张抗抗

《控制与决策》

DOI

2015

基于目标分解的高维多目标并行进化优化方法

巩敦卫，刘益萍，孙晓燕，韩玉艳

《自动化学报》

2014

基于集合的高维多目标优化问题的进化算法

巩敦卫，季新芳，孙晓燕

《电子学报》

2014

高维多目标优化问题融入决策者偏好的集合进化优化方法

巩敦卫，王更星，孙晓燕

《电子学报》

2014

自适应分块多线索融合粒子滤波跟踪方法

孙晓燕，常发亮

《控制与决策》

2014

参与感知在气象信息服务系统中的应用研究

孙晓燕，杜景林，周杰

《计算机应用与软件》

2014

基于多数据融合的气象传感网WebGIS平台的研究与实现

孙晓燕

《南京信息工程大学》

2014

基于区间适应值交互式遗传算法的加权多输出高斯过程代理模型

孙晓燕，陈姗姗，巩敦卫，张勇

《自动化学报》

2013

基于二级定位的编码信道信息隐藏算法

陈立全，卢苗，胡爱群，孙晓燕

《通信学报》

2011

基于最近邻原则的半监督聚类算法

计华，张化祥，孙晓燕

《计算机工程与设计》

2009

区间适应值交互式遗传算法神经网络代理模型

巩敦卫，任洁，孙晓燕

《控制与决策》

DOI

2009

基于主动防御的网络病毒防治技术研究

张超，孙晓燕，徐波

《网络安全技术与应用》

2009

自适应分区多代理模型交互式遗传算法

孙晓燕，巩敦卫

《控制与决策》

2008

基于纵深防御体系的校园网络安全解决方案

孙晓燕

《科技信息(学术研究)》

2007

基于证据理论的SAR图像融合识别方法

张静，王国宏，梁发麦，孙晓燕

《系统仿真学报》

2007

分布协同交互式遗传算法及其在群体决策中的应用

孙晓燕，王煦法，巩敦卫

《信息与控制》

2006

交互式遗传算法的机器代替用户方法

郝国生，巩敦卫，史有群，孙晓燕

《模式识别与人工智能》

2005

基于连接识别的协同进化种群分割算法研究

孙晓燕，巩敦卫，杜学艳

《控制与决策》

DOI

2005

交互式遗传算法基于NN的个体适应度分阶段估计

周勇，巩敦卫，郝国生，郭一楠，孙晓燕

《控制与决策》

2004

分层交互式进化计算及其应用

巩敦卫，郝国生，周勇，孙晓燕

《控制与决策》

DOI

2004

变种群规模合作型协同进化遗传算法及其在优化中的应用

孙晓燕，巩敦卫

《控制与决策》

DOI

2004

基于模式定理的遗传算法交叉和变异概率上限

巩敦卫，孙晓燕

《控制与决策》

DOI

2002

一种新的优胜劣汰遗传算法

巩敦卫，孙晓燕，郭西进

《控制与决策》

预印本

2026

From IOCs to Regex: Automating CTI Operationalization for SOC with LLMs

Pei-Yu Tseng, Lan Zhang, ZihDwo Yeh, Xiaoyan Sun, Xushu Dai, Peng Liu

arXiv preprint

2026

Can Agents Trust Their Skills? Uncovering Unsafe Chains of Trust in Skill-Based LLM Agents

Yan Wang, Zhihao Zhang, Ke Chen, Kai Chen, Yaqin Zhang, Duohe Ma, Jun Dai, Xiaoyan Sun

arXiv preprint

2026

Measuring the Wrong Thing: Internal Harmfulness Scores Anti-Rank Successful Jailbreaks

Mingyu Luo, Ming Deng, Zilang Qiu, Yiming Cheng, Ci Tao, Xue Tan, Sijin Sun, Yangfu Li, Ping Chen, Jun Dai, Xiaoyan Sun

arXiv preprint

2026

PRA-RAG: Provably Robust Aggregation in Retrieval-Augmented Generation against Retrieval Corruption

Xue Tan, Yi Zheng, Chang Huo, Yunruo Zhang, Yu Liu, Hao Luan, Zhuyang Yu, Xiaoyan Sun, Ping Chen, Jun Dai

arXiv preprint

2026

Detecting and Localizing Segment-Level Poisoning in Multi-Source LLM-Agent Inputs

Xue Tan, Changhui Wang, Sanrui Yang, Hao Luan, Zhuyang Yu, Jin Wei, Ping Chen, Xiaoyan Sun, Jun Dai

arXiv preprint

2026

ViTeGate: Visual-Textual Triggered Knowledge Poisoning for Vision-Language Retrieval-Augmented Generation

Xue Tan, Xuandi Zeng, Yu Shao, Zhongli Fang, Mingyu Luo, Xiaoyan Sun, Ping Chen, Jun Dai

arXiv preprint

2026

Generalizable and Interpretable RF Fingerprinting with Shapelet-Enhanced Large Language Models

Tianya Zhao, Junqing Zhang, Haowen Xu, Xiaoyan Sun, Jun Dai, Xuyu Wang

arXiv preprint

2026

When Agents Go Rogue: Activation-Based Detection of Malicious Behaviors in Multi-Agent Systems

Haowen Xu, Xue Tan, Lei Ma, Zhihao Zhang, Chao Wang, Qingze Wang, Ping Chen, Jun Dai, Xiaoyan Sun

arXiv preprint

2026

A Trustworthy Watermarking Framework for LLM-Generated Food Safety Content

Zhongli Fang, Yiran Chen, Lingyun Zhang, Yu Liu, Ping Chen, Xiaoyan Sun, Jun Dai

arXiv preprint

2026

LoRango: It Takes Two LoRAs to Unlock Hidden Behaviors in Diffusion Models

Jin Wei, Rundong Li, Ruihao Yang, Yikai Wang, Xiaoyuan Duan, Jianxiong Wu, Yanbo Wang, Chang Xu, Lingyun Zhang, Zhuyang Yu, Ping Chen, Jun Dai, Xiaoyan Sun

arXiv preprint

2026

PixCrypt: Fast Fine-Grained FHE with Range-Aware Caching

Chao Wang, Shubing Yang, Xiaoyan Sun, Yan Bai, Jun Dai, Dongfang Zhao

arXiv preprint

2026

When Consent Outlives Context: Residual Authority Replay in Long-Lived Agents

Zhihao Zhang, Chao Wang, Rujia Li, Qingze Wang, Xiaoyan Sun, Jun Dai

arXiv preprint

2025

EMPalm: Exfiltrating Palm Biometric Data via Electromagnetic Side-Channel

Haowen Xu, Tianya Zhao, Xuyu Wang, Lei Ma, Jun Dai, Alexander Wyglinski, Xiaoyan Sun

arXiv preprint

DOI

2025

Adaptive Variable-Timescale Optimal Dispatch of Coal Mine Integrated Energy Systems Based on Collaborative Feedback from Day-Ahead and Intra-Day

Hejuan Hu, Xiaoyan Sun, Boyang Qu, Dunwei Gong, Yong Zhang

SSRN Electronic Journal

DOI

2024

HuntFUZZ: Enhancing Error Handling Testing through Clustering Based Fuzzing

Jin Wei, Ping Chen, Jun Dai, Xiaoyan Sun, Zhihao Zhang, Chang Xu, Yi Wanga

arXiv preprint

2024

Hide Your Malicious Goal Into Benign Narratives: Jailbreak Large Language Models through Carrier Articles

Zhilong Wang, Haizhou Wang, Nanqing Luo, Lan Zhang, Xiaoyan Sun, Yebo Cao, Peng Liu

arXiv preprint

2024

RevPRAG: Revealing Poisoning Attacks in Retrieval-Augmented Generation through LLM Activation Analysis

Xue Tan, Hao Luan, Mingyu Luo, Xiaoyan Sun, Ping Chen, Jun Dai

arXiv preprint

2024

Enabling Practical and Privacy-Preserving Image Processing

Chao Wang, Shubing Yang, Xiaoyan Sun, Jun Dai, Dongfang Zhao

arXiv preprint

2024

SQLaser: Detecting DBMS Logic Bugs with Clause-Guided Fuzzing

Jin Wei, Ping Chen, Kangjie Lu, Jun Dai, Xiaoyan Sun

arXiv preprint

2020

Generating Comprehensive Data with Protocol Fuzzing for Applying Deep Learning to Detect Network Attacks

Qingtian Zou, Anoop Singhal, Xiaoyan Sun, Peng Liu

arXiv preprint

研究方向

安全领域多源信息融合与大规模数据处理

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