| 2025 | AAAI | Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers. | Xinyu Tang, Xiaolei Wang, Wayne Xin Zhao, Siyuan Lu, Yaliang Li, Ji-Rong Wen |
| 2025 | AAAI | CNC: Cross-modal Normality Constraint for Unsupervised Multi-class Anomaly Detection. | Xiaolei Wang, Xiaoyang Wang, Huihui Bai, Eng Gee Lim, Jimin Xiao |
| 2025 | ACL | Unlocking General Long Chain-of-Thought Reasoning Capabilities of Large Language Models via Representation Engineering. | Xinyu Tang, Xiaolei Wang, Zhihao Lv, Yingqian Min, Xin Zhao, Binbin Hu, Ziqi Liu, Zhiqiang Zhang |
| 2025 | CIKM | Autonomous Reasoning-Retrieval for Large Language Model Based Recommendation. | Bowen Zheng, Xiaolei Wang, Enze Liu, Xi Wang, Hongyu Lu, Yu Chen, Wayne Xin Zhao, Ji-Rong Wen |
| 2025 | CIKM | Twin-Flow Generative Ranking Network for Recommendation. | Hao Guo, Erpeng Xue, Lei Huang, Shichao Wang, Xiaolei Wang, Lei Wang, Jinpeng Wang, Zeshun Li, Sheng Chen |
| 2025 | CVPR | FFR: Frequency Feature Rectification for Weakly Supervised Semantic Segmentation. | Ziqian Yang, Xinqiao Zhao, Xiaolei Wang, Quan Zhang, Jimin Xiao |
| 2025 | ICCV | DecAD: Decoupling Anomalies in Latent Space for Multi-Class Unsupervised Anomaly Detection. | Xiaolei Wang, Xiaoyang Wang, Huihui Bai, Eng Gee Lim, Jimin Xiao |
| 2025 | ICLR | Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning. | Xiaolei Wang, Xinyu Tang, Junyi Li, Xin Zhao, Ji-Rong Wen |
| 2025 | INFOCOM | Formally Verifying the State Machine of TLS 1.3 Handshake in OpenSSL. | Jingjing Guan, Hui Li, Xiangdong Li, Xiaolei Wang, Binghan Wang, Qiuye Wang, Shengchao Qin, Mengda He, Md. Armanuzzaman, Ziming Zhao |
| 2025 | ICSE | Practical Object-Level Sanitizer with Aggregated Memory Access and Custom Allocator. | Xiaolei Wang, Ruilin Li, Bin Zhang, Chao Feng, Chaojing Tang |
| 2025 | NAACL | DAWN-ICL: Strategic Planning of Problem-solving Trajectories for Zero-Shot In-Context Learning. | Xinyu Tang, Xiaolei Wang, Xin Zhao, Ji-Rong Wen |
| 2025 | SIGIR | Search-Based Interaction For Conversation Recommendation via Generative Reward Model Based Simulated User. | Xiaolei Wang, Chunxuan Xia, Junyi Li, Fanzhe Meng, Lei Huang, Jinpeng Wang, Wayne Xin Zhao, Ji-Rong Wen |
| 2025 | SecureComm | Comprehensive Commits Security Testing with Enhanced Multi-target Directed Fuzzing. | Xiaolei Wang, Chao Feng, Ruilin Li |
| 2024 | ACL | Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models. | Tianyi Tang, Wenyang Luo, Haoyang Huang, Dongdong Zhang, Xiaolei Wang, Xin Zhao, Furu Wei, Ji-Rong Wen |
| 2024 | DSN | Highly Comprehensive and Efficient Memory Safety Enforcement with Pointer Tagging. | Xiaolei Wang, Bin Zhang, Chaojing Tang, Long Zhang |
| 2024 | GLOBECOM | THz Optical Image Recognition Method via AM-Res2Net Model. | Jiazhen Song, Sixing Xi, Xun Guan, Xiao-Ping Zhang, Xiaolei Wang, Zhenyu Liu |
| 2024 | IJCAI | Unified Single-Stage Transformer Network for Efficient RGB-T Tracking. | Jianqiang Xia, Dianxi Shi, Ke Song, Linna Song, Xiaolei Wang, Songchang Jin, Chenran Zhao, Yu Cheng, Lei Jin, Zheng Zhu, Jianan Li, Gang Wang, Junliang Xing, Jian Zhao |
| 2024 | IJCNN | NBWAB: A Model for Text Sentiment Analysis With BERT and ChatGPT. | Xiaolei Wang, Hongyun Huang, Zuohua Ding |
| 2024 | ISPA | Distributed Energy Management for Carbon Neutral Data Centers. | Chuyi Liu, Jianxiong Wan, Leixiao Li, Guanyu Ren, Xiaolei Wang |
| 2024 | ISPA | Carbon-Aware Distributed Energy Management for Data Center Microgrids Based on Blockchain. | Xiaowei Si, Jianxiong Wan, Chuyi Liu, Leixiao Li, Xiaolei Wang, Xinyu Lu |
| 2024 | ISVC | RGB-T-UV Multi-modal Object Tracking Based on Transformer Network. | Qinghua Song, Xiaolei Wang, Yi Zhang, Jinping Hu, Yu Liu |
| 2023 | EMNLP | Towards Building More Robust NER datasets: An Empirical Study on NER Dataset Bias from a Dataset Difficulty View. | Ruotian Ma, Xiaolei Wang, Xin Zhou, Qi Zhang, Xuanjing Huang |
| 2023 | EMNLP | Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models. | Xiaolei Wang, Xinyu Tang, Xin Zhao, Jingyuan Wang, Ji-Rong Wen |
| 2023 | KDD | Improving Conversational Recommendation Systems via Counterfactual Data Simulation. | Xiaolei Wang, Kun Zhou, Xinyu Tang, Wayne Xin Zhao, Fan Pan, Zhao Cao, Ji-Rong Wen |
| 2023 | RecSys | Alleviating the Long-Tail Problem in Conversational Recommender Systems. | Zhipeng Zhao, Kun Zhou, Xiaolei Wang, Wayne Xin Zhao, Fan Pan, Zhao Cao, Ji-Rong Wen |
| 2023 | SMC | Model Predictive Control for Carbon-Neutral Data Centers. | Guanyu Ren, Jianxiong Wan, Leixiao Li, Chuyi Liu, Xiaolei Wang |
| 2022 | ACSAC | MADDC: Multi-Scale Anomaly Detection, Diagnosis and Correction for Discrete Event Logs. | Xiaolei Wang, Lin Yang, Dongyang Li, Linru Ma, Yongzhong He, Junchao Xiao, Jiyuan Liu, Yuexiang Yang |
| 2022 | IPEC | Analysis of Aerodynamic Parameters Change for Drift Down Situation. | Xiaolei Wang, Yuming Zhong, Qiang Ma |
| 2022 | KDD | Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning. | Xiaolei Wang, Kun Zhou, Ji-Rong Wen, Wayne Xin Zhao |
| 2021 | ACL | CRSLab: An Open-Source Toolkit for Building Conversational Recommender System. | Kun Zhou, Xiaolei Wang, Yuanhang Zhou, Chenzhan Shang, Yuan Cheng, Wayne Xin Zhao, Yaliang Li, Ji-Rong Wen |
| 2018 | ICIP | Bayesian Approach for Automatic Joint Parameter Estimation in 3D Image Reconstruction from Multi-Focus Microscope. | Seunghwan Yoo, Pablo Ruiz, Xiang Huang, Kuan He, Xiaolei Wang, Itay Gdor, Alan Selewa, Matthew Daddysman, Nicola J. Ferrier, Mark Hereld, Norbert Scherer, Oliver Cossairt, Aggelos K. Katsaggelos |
| 2017 | ACSAC | Droid-AntiRM: Taming Control Flow Anti-analysis to Support Automated Dynamic Analysis of Android Malware. | Xiaolei Wang, Sencun Zhu, Dehua Zhou, Yuexiang Yang |
| 2016 | TrustCom | DroidContext: Identifying Malicious Mobile Privacy Leak Using Context. | Xiaolei Wang, Yuexiang Yang, Chuan Tang, Yingzhi Zeng, Jie He |
| 2015 | MOBICOM | A Novel Hybrid Mobile Malware Detection System Integrating Anomaly Detection With Misuse Detection. | Xiaolei Wang, Yuexiang Yang, Yingzhi Zeng, Chuan Tang, Jiangyong Shi, Kele Xu |
| 2014 | TrustCom | Identifying P2P Network Activities on Encrypted Traffic. | Xiaolei Wang, Jie He, Yuexiang Yang |
| 2013 | IECON | Harmony Search method-based multi-modal optimal design of a wind generator. | Xiao Zhi Gao, Xiaolei Wang, Kai Zenger, Xiaofeng Wang, Jun Zhang |
| 2012 | APCC | An energy-efficient client pre-caching scheme with wireless multicast for video-on-demand services. | Yanan Bao, Xiaolei Wang, Sheng Zhou, Zhisheng Niu |
| 2012 | CIS | A Modified PSO Method Based on Cultural Algorithm and Quantum Computing. | Xiao Zhi Gao, Ying Wu, Xiaolei Wang, Xianlin Huang, Kai Zenger, Xiaofeng Wang |
| 2012 | CIS | A Niching Harmony Search Method for Multi-modal Optimization. | Xiao Zhi Gao, Xiaolei Wang, Kai Zenger, Xiaofeng Wang |
| 2012 | SMC | A novel Harmony Search method with dual memory. | Xiao Zhi Gao, Xiaolei Wang, Kai Zenger, Xiaofeng Wang |
| 2012 | SMC | A bee foraging-based memetic Harmony Search method. | Xiao Zhi Gao, Xiaolei Wang, Kai Zenger, Xiaofeng Wang |
| 2012 | SMC | A multiple local search strategy in memetic evolutionary computation for Multi-objective Robust Control Design. | Jiaqi Liu, Xiao Zhi Gao, Xiaolei Wang, Kai Zenger |
| 2011 | ICNC | A Negative Selection Algorithm-based motor fault detection scheme. | Xiao Zhi Gao, Xiaolei Wang, Seppo J. Ovaska, Antero Arkkio, Kai Zenger, Xiaofeng Wang |
| 2008 | CSCWD | Research on innovation customer resource selection and evaluation based on wavelet network. | Jie Yang, Yu Yang, Xiaolei Wang, Lijun Song, Qu Xie |
| 2008 | HIS | Modified Harmony Search Methods for Uni-Modal and Multi-Modal Optimization. | Xiao Zhi Gao, Xiaolei Wang, Seppo J. Ovaska |
| 2008 | HIS | A Novel Hybrid Optimization Method with Application in Cascade-Correlation Neural Network Training. | Xiao Zhi Gao, Xiaolei Wang, Seppo J. Ovaska |
| 2008 | HIS | A Hybrid Optimization Method for Fuzzy Classification Systems. | Xiaolei Wang, Xiao Zhi Gao, Seppo J. Ovaska |
| 2007 | ICASSP | Star Receiver in MIMO-CDMA Multipath Channels. | Xiaolei Wang, Athanassios Manikas |
| 2007 | PIMRC | Joint Linear Precoder-Decoder Optimization over MIMO-CDMA Multipath Channels. | Xiaolei Wang, Athanassios Manikas |
| 2007 | SMC | Particle Swarm Optimization of detectors in Negative Selection Algorithm. | Xiao Zhi Gao, Seppo J. Ovaska, Xiaolei Wang |
| 2007 | SMC | An immune-based ant colony algorithm for static and dynamic optimization. | Xiaolei Wang, Xiao Zhi Gao, Seppo J. Ovaska |
| 2006 | SMC | Clonal Optimization of Negative Selection Algorithm with Applications in Motor Fault Detection. | Xiao Zhi Gao, Seppo J. Ovaska, Xiaolei Wang, Mo-Yuen Chow |
| 2006 | SMC | A Hybrid Particle Swarm Optimization Method. | Xiaolei Wang, Xiao Zhi Gao, Seppo J. Ovaska |
| 2004 | SMC | Learning algorithm for linguistic information feedback-based dynamical fuzzy system (LIFDFS). | Xiao Zhi Gao, Seppo J. Ovaska, Xiaolei Wang |
| 2004 | SMC | Neural networks-based negative selection algorithm with applications in fault diagnosis. | Xiao Zhi Gao, Seppo J. Ovaska, Xiaolei Wang, Mo-Yuen Chow |
| 2004 | SMC | Artificial immune optimization methods and applications - a survey. | Xiaolei Wang, Xiao Zhi Gao, Seppo J. Ovaska |