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148<p></p>
149
150<p style="text-indent:0;margin-top:1.5em;"><a href="mailto:[email protected]" target="_blank"><i class="icon-mail"></i> Email:<br> xuyijia[at]scu.edu.cn</a></p>
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170<p style="text-indent:0;"><a href="https://scholar.google.com.hk/citations?user=eYEQmOQAAAAJ"><i class="ai ai-google-scholar-square"></i> Google Scholar:<br>eYEQmOQAAAAJ</a></p>
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172<p style="text-indent:0;"><a href="https://www.researchgate.net/profile/Yijia-Xu-21"><img src="https://scu-yijiaxu.github.io/images/logo/icons8-rg.png" width="14" height="14"></i> ResearchGate:<br>Yijia-Xu-21</a></p>
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178<p style="text-indent:0;"><a href="https://orcid.org/0000-0003-2843-4225"><img src="https://scu-yijiaxu.github.io/images/logo/orcid.png" width="15" height="15"></i> Orcid:<br>0000-0003-2843-4225</a></p>
179
180<p style="text-indent:0;"><a href="https://www.webofscience.com/wos/author/record/MDT-6922-2025"><img src="https://scu-yijiaxu.github.io/images/logo/WOS.png" width="15" height="15"></i> Web of Science:<br>MDT-6922-2025</a></p>
181
182<p style="text-indent:0;"><a href="https://ccs.scu.edu.cn/info/1054/3843.htm"><img src="https://scu-yijiaxu.github.io/images/logo/SCU.jpg" width="15" height="15"></i> Institution:<br>Teacher-3843</a></p>
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189      <blockquote>
190  <p>( * : Corresponding Author)</p>
191</blockquote>
192
193<h2 id="paper-2026">Paper 2026</h2>
194
195<p>[2026.08] <u>TARL: Multi-task adaptive representation learning for secure encrypted traffic analysis</u> ~ <a href="https://doi.org/10.1016/j.comnet.2026.112646">(<font color="Blue">Link</font>)</a><br />Mengmeng Ge, Likun Liu, Zhaowei Zhang, Hongyu Wang, Xiangzhan Yu, <strong>Yijia Xu</strong>, Ruitao Feng, Zhichao Hu<br /><em>Computer Networks, 2026</em></p>
196
197<p><br />[2026.07] <u>How Effective Are NPM Malicious Package Detectors? A Large-Scale Empirical Study</u> ~ <a href="">(<font color="Blue">wait for publish</font>)</a><br />Wenbo Guo, Zhongwen Chen, Zhengzi Xu, Chengwei Liu, Ming Kang, Weisong Sun, Chengyue Liu, <strong>Yijia Xu</strong>, Shiwen Song, Yang liu<br /><em>IEEE/ACM International Conference on Automated Software Engineering(ASE), 2026</em></p>
198
199<p><br />[2026.06] <u>Heterogeneous Graph Structure Optimization with Dual-View Contrastive Learning for Fraud Detection</u>
199 ~ <a href="https://www.mdpi.com/2076-3417/16/11/5485">(<font color="Blue">Link</font>)</a><br />Yan Wu, Chengling Hao, <strong>Yijia Xu</strong>, Yaofeng Hu, Zhonglin Liu<br /><em>Applied Sciences, 2026</em></p>
200
201<p><br />[2026.06] <u>CuFuzz: An API-Knowledge-Graph Coverage-Driven Fuzzing Framework for CUDA Libraries</u> ~ <a href="https://dl.acm.org/doi/10.1145/3808170">(<font color="Blue">Link</font>)</a><br />Ximing Fan, Yong Fang<sup>*</sup>, Peng Jia, Yang Liu, <strong>Yijia Xu<sup>*</sup></strong>, Xi Peng, Yuhao Zhou<br /><em>The ACM International Conference on the Foundations of Software Engineering(FSE), 2026</em></p>
202
203<p><br />[2026.03] <u>One Trigger, Multiple Victims: Clean-Label Neighborhood Backdoor Attacks on Graph Neural Networks</u> ~ <a href="https://doi.org/10.1109/TIFS.2026.3678359">(<font color="Blue">Link</font>)</a><br />Huaxin Deng, Yong Fang, Qiang Zhang, Chengwei Liu, Yang Liu, <strong>Yijia Xu<sup>*</sup></strong><br /><em>IEEE Transactions on Information Forensics &amp; Security, 2026</em></p>
204
205<p><br />[2026.02] <u>An Effective and Stealthy XSS Adversarial Sample Generation Method Against Deep Learning Detection Models</u> ~ <a href="https://www.sciencedirect.com/science/article/abs/pii/S092523122600442X">(<font color="Blue">Link</font>)</a><br />Zhan Wang, Yong Fang, Yaochang Xu, <strong>Yijia Xu</strong><br /><em>Neurocomputing, 2026</em></p>
206
207<hr />
208
209<h2 id="paper-2025">Paper 2025</h2>
210
211<p>[2025.12] <u>MPS-Fuzz: An Enhanced Fine-Grained Fuzzing Based on Units with Multiple Inputs and Outputs</u> ~ <a href="https://ieeexplore.ieee.org/document/11299535">(<font color="Blue">Link</font>)</a><br />Ximing Fan, Yong Fang, Peng Jia, Hongwei Li, Xi Peng, <strong>Yijia Xu</strong>, Qinying Wang, Binbin Zhao, Shouling Ji<br /><em>IEEE Transactions on Dependable and Secure Computing, 2025</em></p>
212
213<p><br />[2025.11] <u>Fake News Detection in Short Videos by Integrating Semantic Credibility and Multi-Granularity Contrastive Learning</u> ~ <a href="https://www.mdpi.com/2076-3417/15/23/12621">(<font color="Blue">Link</font>)</a><br />Yukun Yang, Xiwei Shi, Haoxu Li, Buwei Fan, <strong>Yijia Xu<sup>*</sup></strong><br /><em>Applied Sciences, 2025</em></p>
214
215<p><br />[2025.10] <u>Web Page Tampering Detection Based on Dynamic Temporal Graph Pre-training</u> ~ <a href="https://ieeexplore.ieee.org/abstract/document/11207234">(<font color="Blue">Link</font>)</a><br /><strong>Yijia Xu</strong>, Qiang Zhang, Kaiyang Wang, Zhonglin Liu, Cheng Huang, Yong Fang<br /><em>IEEE Transactions on Dependable and Secure Computing, 2025</em></p>
216
217<p><br />[2025.08] <u>Directed Fuzzing Based on Path Constraints and Deviation Path Correction</u> ~ <a href="https://doi.org/10.1016/j.infsof.2025.107875">(<font color="Blue">Link</font>)</a><br />Hongsheng Zuo, Yong Fang, Peng Jia, Ximing Fan, Xi Peng, <strong>Yijia Xu</strong>, Rui Pan<br /><em>Information and Software Technology, 2025</em></p>
218
219<p><br />[2025.07] <u>Agent Behavior: The Regulatory Object of the Agent-Centric Online Ecosystem in Digital Age</u> ~ <a href="https://link.springer.com/chapter/10.1007/978-3-032-00828-2_26">(<font color="Blue">Link</font>)</a><br />Qiang Zhang, Pei Yan, <strong>Yijia Xu<sup>*</sup></strong>, Xinfeng Li, Hongyi Cai, Chuanpo Fu, Yong Fang, Yang Liu<br /><em>29th International Conference on Engineering of Complex Computer Systems, 2025</em></p>
220
221<p><br />[2025.07] <u>A Vision for Access Control in LLM Agent Systems</u> ~ <a href="https://link.springer.com/chapter/10.1007/978-3-032-00828-2_25">(<font color="Blue">Link</font>)</a><br />Dong Huang, Jie Li, Hongyi Cai, Xinfeng Li, <strong>Yijia Xu</strong>, Wenbing Tang, Jie Zhang, Yang Liu<br /><em>29th International Conference on Engineering of Complex Computer Systems, 2025</em></p>
222
223<p><br />[2025.06] <u>Detection of False Data Injection Attacks: A Protected Federated Deep Learning Based On Encryption Mechanism</u> ~ <a href="https://www.techscience.com/cmc/online/detail/23821">(<font color="Blue">Link</font>)</a><br />Chenxi Lin, Qun Zhou, Zhan Wang, Ximing Fan, Yaochang Xu, <strong>Yijia Xu</strong><br /><em>Computers, Materials &amp; Continua, 2025</em></p>
224
225<p><br />[2025.06] <u>Go Source Code Vulnerability Detection Method Based on Graph Neural Network</u> ~ <a href="https://doi.org/10.3390/app15126524">(<font color="Blue">Link</font>)</a><br />Lisha Yuan, Yong Fang, Qiang Zhang, Zhonglin Liu, <strong>Yijia Xu<sup>*</sup></strong><br /><em>Applied Sciences, 2025</em></p>
226
227<p><br />[2025.04] <u>SpearBot: Leveraging Large Language Models in a Generative-Critique Framework for Spear-Phishing Email Generation</u>
227 ~ <a href="https://doi.org/10.1016/j.inffus.2025.103176">(<font color="Blue">Link</font>)</a><br />Qinglin Qi, Yun Luo, <strong>Yijia Xu<sup>*</sup></strong>, Wenbo Guo, Yong Fang<sup>*</sup><br /><em>Information Fusion, 2025</em></p>
228
229<p><br />[2025.02] <u>Unknown Web Attack Threat Detection Based on Large Language Model</u> ~ <a href="https://doi.org/10.1016/j.asoc.2025.112905">(<font color="Blue">Link</font>)</a><br /><strong>Yijia Xu</strong>, Qiang Zhang, Huaxin Deng, Zhonglin Liu, Cheng Yang, Yong Fang<br /><em>Applied Soft Computing, 2025</em></p>
230
231<p><br />[2025.02] <u>Automatic Optimization for Generating Adversarial Malware based on Prioritized Evolutionary Computing</u> ~ <a href="https://doi.org/10.1016/j.asoc.2025.112933">(<font color="Blue">Link</font>)</a><br />Yaochang Xu, Yong Fang, <strong>Yijia Xu</strong>, Zhan Wang<br /><em>Applied Soft Computing, 2025</em></p>
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233<hr />
234
235<h2 id="paper-2024">Paper 2024</h2>
236
237<p>[2024.08] <u>Multi-target label backdoor attacks on graph neural networks</u> ~ <a href="https://doi.org/10.1016/j.patcog.2024.110449">(<font color="Blue">Link</font>)</a><br />Kaiyang Wang, Huaxin Deng, <strong>Yijia Xu</strong>, Zhonglin Liu, Yong Fang<br /><em>Pattern Recognition, 2024</em></p>
238
239<p><br />[2024.06] <u>Hacker group identification based on dynamic heterogeneous graph node update</u> ~ <a href="https://doi.org/10.1016/j.asoc.2024.111587">(<font color="Blue">Link</font>)</a><br /><strong>Yijia Xu</strong>, Yong Fang, Cheng Huang, Zhonglin Liu, Weipeng Cao<br /><em>Applied Soft Computing, 2024</em></p>
240
241<p><br />[2024.05] <u>Few-shot graph classification on cross-site scripting attacks detection</u> ~ <a href="https://doi.org/10.1016/j.cose.2024.103749">(<font color="Blue">Link</font>)</a><br />Hongyu Pan, Yong Fang, Wenbo Guo, <strong>Yijia Xu<sup>*</sup></strong>, Changhui Wang<br /><em>Computers &amp; Security, 2024</em></p>
242
243<hr />
244
245<h2 id="paper-2023">Paper 2023</h2>
246
247<p>[2023.11] <u>PWAGAT: Potential Web attacker detection based on graph attention network</u> ~ <a href="https://doi.org/10.1016/j.neucom.2023.126725">(<font color="Blue">Link</font>)</a><br /> <strong>Yijia Xu</strong>, Yong Fang, Zhonglin Liu, Qiang Zhang<br /><em>Neurocomputing, 2023</em></p>
248
249<p><br />[2023.11] <u>TCCCD: Triplet-Based Cross-Language Code Clone Detection</u> ~ <a href="https://doi.org/10.3390/app132112084">(<font color="Blue">Link</font>)</a><br /> Yong Fang, Fangzheng Zhou, <strong>Yijia Xu<sup>*</sup></strong>, Zhonglin Liu<br /><em>Applied Sciences, 2023</em></p>
250
251<p><br />[2023.09] <u>Research on application system log anomaly detection based on federated transfer learning</u> ~ <a href="https://doi.org/10.19907/j.0490-6756.2023.033002">(<font color="Blue">Link</font>)</a><br /> Minchuan Zeng, Yong Fang, <strong>Yijia Xu<sup>*</sup></strong><br /><em>Journal of Sichuan University (Chinese journal), 2023</em></p>
252
253<p><br />[2023.08] <u>Enhancing Phishing Email Detection through Ensemble Learning and Undersampling</u> ~ <a href="https://doi.org/10.3390/app13158756">(<font color="Blue">Link</font>)</a><br /> Qinglin Qi, Zhan Wang, <strong>Yijia Xu</strong>, Yong Fang, Changhui Wang<br /><em>Applied Sciences, 2023</em></p>
254
255<p><br />[2023.06] <u>Log Anomaly Detection Based on Hierarchical Graph Neural Network and Label Contrastive Coding</u> ~ <a href="https://doi.org/10.32604/cmc.2023.033124">(<font color="Blue">Link</font>)</a><br /> Yong Fang, Zhiying Zhao, <strong>Yijia Xu<sup>*</sup></strong>, Zhonglin Liu<br /><em>Computers, Materials &amp; Continua, 2023</em></p>
256
257<p><br />[2023.01] <u>MFXSS: An effective XSS vulnerability detection method in JavaScript based on multi-feature model</u> ~ <a href="https://doi.org/10.1016/j.cose.2022.103015">(<font color="Blue">Link</font>)</a><br /> Zhonglin Liu, Yong Fang, Cheng Huang, <strong>Yijia Xu</strong><br /><em>Computers &amp; Security, 2023</em></p>
258
259<p><br />[2023.01] <u>VulEye: A Novel Graph Neural Network Vulnerability Detection Approach for PHP Application</u> ~ <a href="https://doi.org/10.3390/app13020825">(<font color="Blue">Link</font>)</a><br /> Chun Lin,  <strong>Yijia Xu<sup>*</sup></strong>, Yong Fang, Zhonglin Liu<br /><em>Applied Sciences, 2023</em><br /> <img src="https://whiterabbitxyj.com/images/logo/trophy-star.png" width="18" /> <font color="IndianRed">Best Paper Award</font></p>
260
261<hr />
262
263<h2 id="paper-2022">Paper 2022</h2>
264
265<p>[2022.12] <u>Cross-site Scripting Threat Intelligence Detection Based on Deep Learning</u>
265 ~ <a href="https://doi.org/10.1007/978-981-19-8445-7_6">(<font color="Blue">Link</font>)</a><br /> Zhonglin Liu, Yong Fang, <strong>Yijia Xu<sup>*</sup></strong><br /><em>International Conference on Frontiers in Cyber Security(FCS), 2022</em><br /> <img src="https://whiterabbitxyj.com/images/logo/trophy-star.png" width="18" /> <font color="IndianRed">Best Student Paper Award</font></p>
266
267<p><br />[2022.12] <u>Black-Box Adversarial Windows Malware Generation via United Puppet-based Dropper and Genetic Algorithm</u> ~ <a href="https://doi.org/10.1109/hpcc-dss-smartcity-dependsys57074.2022.00113">(<font color="Blue">Link</font>)</a><br /> Shaohua Wang, Yong Fang, <strong>Yijia Xu<sup>*</sup></strong>, Yaxian Wang<br /><em>IEEE 24th Int Conf on High Performance Computing &amp; Communications(HPCC), 2022</em></p>
268
269<p><br />[2022.12] <u>Web Attack Payload Identification and Interpretability Analysis Based on Graph Convolutional Network</u> ~ <a href="https://doi.org/10.1109/msn57253.2022.00071">(<font color="Blue">Link</font>)</a><br /> <strong>Yijia Xu</strong>, Yong Fang, Zhonglin Liu<br /><em>IEEE 18th International Conference on Mobility, Sensing and Networking(MSN), 2022</em></p>
270
271<p><br />[2022.10] <u>HGHAN: Hacker group identification based on heterogeneous graph attention network</u> ~ <a href="https://doi.org/10.1016/j.ins.2022.08.097">(<font color="Blue">Link</font>)</a><br /> <strong>Yijia Xu</strong>, Yong Fang, Cheng Huang, Zhonglin Liu<br /><em>Information Sciences, 2022</em></p>
272
273<p><br />[2022.07] <u>DGCNN-based Exploit Kit Attack Activities Detection Method</u> ~ <a href="">(<font color="Blue">Link</font>)</a><br /> Xiaole Liu, Yong Fang, Cheng Huang, <strong>Yijia Xu<sup>*</sup></strong><br /><em>Information Security Research (Chinese Journal), 2022</em></p>
274
275<p><br />[2022.05] <u>GAXSS: Effective Payload Generation Method to Detect XSS Vulnerabilities Based on Genetic Algorithm</u> ~ <a href="https://doi.org/10.1155/2022/2031924">(<font color="Blue">Link</font>)</a><br /> Zhonglin Liu, Yong Fang, Cheng Huang, <strong>Yijia Xu</strong><br /><em>Security and Communication Networks, 2022</em></p>
276
277<hr />
278
279<h2 id="paper-before-phd">Paper before Ph.D</h2>
280
281<p>[2020.06] <u>Providing Email Privacy by Preventing Webmail from Loading Malicious XSS Payloads</u> ~ <a href="https://doi.org/10.3390/app10134425">(<font color="Blue">Link</font>)</a><br /> Yong Fang, <strong>Yijia Xu</strong>, Peng Jia, Cheng Huang<br /><em>Applied Sciences, 2020</em></p>
282
283<p><br />[2019.12] <u>Against Malicious SSL/TLS Encryption: Identify Malicious Traffic Based on Random Forest</u> ~ <a href="https://doi.org/10.1007/978-981-32-9343-4_10">(<font color="Blue">Link</font>)</a><br /> Yong Fang, <strong>Yijia Xu</strong>, Cheng Huang, Liang Liu, Lei Zhang<br /><em>4th International Congress on Information and Communication Technology(ICICT), 2019</em></p>
284
285<p><br />[2019.08] <u>RLXSS: Optimizing XSS Detection Model to Defend Against Adversarial Attacks Based on Reinforcement Learning</u> ~ <a href="https://doi.org/10.3390/fi11080177">(<font color="Blue">Link</font>)</a><br /> Yong Fang, Cheng Huang, <strong>Yijia Xu</strong>, Yang Li<br /><em>Future Internet, 2019</em></p>
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287<hr />
288
289<h2 id="degree-thesis">Degree Thesis</h2>
290
291<p>[2024.05] <u>Web Attacker Discovery and Identification Based on Graph Neural Network</u> <br /><strong>Yijia Xu</strong> (Advisor: Yong Fang)<br /><em>Ph.D Thesis, 2024</em></p>
292
293<p><br />[2021.05] <u>Research on XSS Vulnerability Mining and Malicious Exploitation Identification Technology for Webmail</u> ~ <a href="https://doi.org/10.27342/d.cnki.gscdu.2021.005136">(<font color="Blue">Link</font>)</a><br /> <strong>Yijia Xu</strong> (Advisor: Yong Fang)<br /><em>MS Thesis, 2021</em></p>
294
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