| 2026 | NDSS | FirmAgent: Leveraging Fuzzing to Assist LLM Agents with IoT Firmware Vulnerability Discovery. | Jiangan Ji, Chao Zhang, Shuitao Gan, Lin Jian, Hangtian Liu, Tieming Liu, Lei Zheng, Zhipeng Jia |
| 2025 | APWEB | Retrieval and Distill: A Temporal Data Shift-Free Paradigm for Online Recommendation System. | Lei Zheng, Ning Li, Chengguang Gan, Yong Yu, Weinan Zhang |
| 2025 | ICICS | BR-CPPFL: A Blockchain-Based Robust Clustered Privacy-Preserving Federated Learning System. | Yuantong Li, Xiaofen Wang, Ke Zhang, Bo Zhang, Lei Zheng, Xiaosong Ding, Qing Xu |
| 2025 | NDSS | EAGLEYE: Exposing Hidden Web Interfaces in IoT Devices via Routing Analysis. | Hangtian Liu, Lei Zheng, Shuitao Gan, Chao Zhang, Zicong Gao, Hongqi Zhang, Yishun Zeng, Zhiyuan Jiang, Jiahai Yang |
| 2024 | GLOBECOM | AoI-oriented Adaptive Cooperative Transmission and Scheduling for Wireless Powered IoT Networks. | Luoyu Zhang, Yunfeng Chen, Yong Liu, Yu Huang, Lei Zheng, Fen Hou, Lin X. Cai |
| 2024 | ICMLA | Detecting Salmon Lice in Seawater Using Synthetic Datasets. | Lei Zheng, Chao Zhang, Marc Bracke, Lars Christian Gansel, Ricardo da Silva Torres |
| 2024 | IROS | Reward-Driven Automated Curriculum Learning for Interaction-Aware Self-Driving at Unsignalized Intersections. | Zengqi Peng, Xiao Zhou, Lei Zheng, Yubin Wang, Jun Ma |
| 2024 | VTC | On the Adaptive Secure Coded Caching Scheme in Vehicle Networks. | Ziping Huang, Lei Zheng, Yong Liu, Juanjuan Ren, Qingchun Chen |
| 2023 | KDD | Dense Representation Learning and Retrieval for Tabular Data Prediction. | Lei Zheng, Ning Li, Xianyu Chen, Quan Gan, Weinan Zhang |
| 2022 | WWW | Sequential Recommendation via Stochastic Self-Attention. | Ziwei Fan, Zhiwei Liu, Yu Wang, Alice Wang, Zahra Nazari, Lei Zheng, Hao Peng, Philip S. Yu |
| 2021 | CIKM | Modeling Sequences as Distributions with Uncertainty for Sequential Recommendation. | Ziwei Fan, Zhiwei Liu, Shen Wang, Lei Zheng, Philip S. Yu |
| 2021 | CIKM | Continuous-Time Sequential Recommendation with Temporal Graph Collaborative Transformer. | Ziwei Fan, Zhiwei Liu, Jiawei Zhang, Yun Xiong, Lei Zheng, Philip S. Yu |
| 2020 | AAAI | Multi-Channel Reverse Dictionary Model. | Lei Zheng, Fanchao Qi, Zhiyuan Liu, Yasheng Wang, Qun Liu, Maosong Sun |
| 2020 | CIKM | April: An Automatic Graph Data Management System Based on Reinforcement Learning. | Hongzhi Wang, Zhixin Qi, Lei Zheng, Yun Feng, Junfei Ouyang, Haoqi Zhang, Xiangxi Zhang, Ziming Shen, Shirong Liu |
| 2019 | AAAI | Deep Recurrent Survival Analysis. | Kan Ren, Jiarui Qin, Lei Zheng, Zhengyu Yang, Weinan Zhang, Lin Qiu, Yong Yu |
| 2019 | CIKM | Multi-Hot Compact Network Embedding. | Chaozhuo Li, Lei Zheng, Senzhang Wang, Feiran Huang, Philip S. Yu, Zhoujun Li |
| 2019 | DSAA | MARS: Memory Attention-Aware Recommender System. | Lei Zheng, Chun-Ta Lu, Lifang He, Sihong Xie, He Huang, Chaozhuo Li, Vahid Noroozi, Bowen Dong, Philip S. Yu |
| 2019 | KDD | Deep Landscape Forecasting for Real-time Bidding Advertising. | Kan Ren, Jiarui Qin, Lei Zheng, Zhengyu Yang, Weinan Zhang, Yong Yu |
| 2019 | SIGIR | Lifelong Sequential Modeling with Personalized Memorization for User Response Prediction. | Kan Ren, Jiarui Qin, Yuchen Fang, Weinan Zhang, Lei Zheng, Weijie Bian, Guorui Zhou, Jian Xu, Yong Yu, Xiaoqiang Zhu, Kun Gai |
| 2019 | SIGIR | Gated Spectral Units: Modeling Co-evolving Patterns for Sequential Recommendation. | Lei Zheng, Ziwei Fan, Chun-Ta Lu, Jiawei Zhang, Philip S. Yu |
| 2019 | SIGIR | Deep Distribution Network: Addressing the Data Sparsity Issue for Top-N Recommendation. | Lei Zheng, Chaozhuo Li, Chun-Ta Lu, Jiawei Zhang, Philip S. Yu |
| 2018 | APWEB | Representation Learning with Depth and Breadth for Recommendation Using Multi-view Data. | Xiaotian Han, Chuan Shi, Lei Zheng, Philip S. Yu, Jianxin Li, Yuanfu Lu |
| 2018 | BMVC | Instance Segmentation of Fibers from Low Resolution CT Scans via 3D Deep Embedding Learning. | Tomasz K. Konopczynski, Thorben Krger, Lei Zheng, Jrgen Hesser |
| 2018 | CIKM | Distribution Distance Minimization for Unsupervised User Identity Linkage. | Chaozhuo Li, Senzhang Wang, Philip S. Yu, Lei Zheng, Xiaoming Zhang, Zhoujun Li, Yanbo Liang |
| 2018 | ICDM | FI-GRL: Fast Inductive Graph Representation Learning via Projection-Cost Preservation. | Fei Jiang, Lei Zheng, Jin Xu, Philip S. Yu |
| 2018 | RecSys | Spectral collaborative filtering. | Lei Zheng, Chun-Ta Lu, Fei Jiang, Jiawei Zhang, Philip S. Yu |
| 2018 | SIGIR | Texygen: A Benchmarking Platform for Text Generation Models. | Yaoming Zhu, Sidi Lu, Lei Zheng, Jiaxian Guo, Weinan Zhang, Jun Wang, Yong Yu |
| 2017 | IJCAI | SEVEN: Deep Semi-supervised Verification Networks. | Vahid Noroozi, Lei Zheng, Sara Bahaadini, Sihong Xie, Philip S. Yu |
| 2017 | KDD | DeepMood: Modeling Mobile Phone Typing Dynamics for Mood Detection. | Bokai Cao, Lei Zheng, Chenwei Zhang, Philip S. Yu, Andrea Piscitello, John Zulueta, Olu Ajilore, Kelly Ryan, Alex D. Leow |
| 2017 | SAC | A novel ensemble approach on regionalized neural networks for brain disorder prediction. | Lei Zheng, Jingyuan Zhang, Bokai Cao, Philip S. Yu, Ann B. Ragin |
| 2017 | WSDM | Joint Deep Modeling of Users and Items Using Reviews for Recommendation. | Lei Zheng, Vahid Noroozi, Philip S. Yu |
| 2016 | VTC | A SMDP Based Virtual Resource Allocation Model for Multimedia Services in 5G Network. | Hongbin Liang, Lei Zheng, Wei Li, Qingchun Chen |
| 2015 | INFOCOM | Performance analysis for two-tier cellular systems based on probabilistic distance models. | Maryam Ahmadi, Fei Tong, Lei Zheng, Jianping Pan |
| 2014 | GLOBECOM | HePNC: Design of physical layer network coding with heterogeneous modulations. | Haoyuan Zhang, Lei Zheng, Lin Cai |
| 2014 | MOBICOM | Poster: geometrical distance distribution for modeling performance metrics in wireless communication networks. | Maryam Ahmadi, Jianping Pan, Lei Zheng, Lin Cai, Fei Tong |
| 2013 | GLOBECOM | Performance analysis of grouping strategy for dense IEEE 802.11 networks. | Lei Zheng, Lin Cai, Jianping Pan, Minming Ni |
| 2013 | IPAS | Fast noise variance estimation by principal component analysis. | Stanislav Pyatykh, Lei Zheng, Jrgen Hesser |
| 2013 | WCNC | Efficient multi-receiver message aggregation for short message delivery in M2M networks. | Lei Zheng, Siyu Lin, Lin Cai |
| 2011 | ACL | A Large Scale Distributed Syntactic, Semantic and Lexical Language Model for Machine Translation. | Ming Tan, Wenli Zhou, Lei Zheng, Shaojun Wang |
| 2011 | GLOBECOM | Flipped Diversity Aloha in Wireless Networks with Long and Varying Delay. | Lei Zheng, Lin Cai |
| 2010 | VTC | Optimized Handover Scheme Using IEEE 802.21 MIH Service in Multi-Service Environment. | Jun Yuan, Ying Wang, Fang Liu, Lei Zheng |
| 2010 | VTC | A New Queueing Policy for Handoff Calls with Finite Queue Size in Wireless Cellular Networks. | Lei Zheng, Ying Wang, Jun Yuan, Fang Liu |
| 2009 | AINA | Document-Oriented Pruning of the Inverted Index in Information Retrieval Systems. | Lei Zheng, Ingemar J. Cox |
| 2009 | ECIR | Entropy-Based Static Index Pruning. | Lei Zheng, Ingemar J. Cox |
| 2009 | FQAS | Re-ranking Documents Based on Query-Independent Document Specificity. | Lei Zheng, Ingemar J. Cox |
| 2009 | KDD | Information theoretic regularization for semi-supervised boosting. | Lei Zheng, Shaojun Wang, Yan Liu, Chi-Hoon Lee |
| 2009 | WCNC | Median based network selection in heterogeneous wireless networks. | Ying Wang, Lei Zheng, Jun Yuan, Wensheng Sun |
| 2008 | IJCNN | A memory-based reinforcement learning algorithm for partially observable Markovian decision processes. | Lei Zheng, Siu-Yeung Cho, Chai Quek |
| 2007 | ICCS | Aerosol Optical Thickness Retrieval over Land from MODIS Data on Remote Sensing Information Service Grid Node. | Jianping Guo, Yong Xue, Ying Wang, Yincui Hu, Jianqin Wang, Ying Luo, Shaobo Zhong, Wei Wan, Lei Zheng, Guoyin Cai |
| 2007 | ICCS | Modelbase System in Remote Sensing Information Analysis and Service Grid Node. | Yong Xue, Lei Zheng, Ying Luo, Jianping Guo, Wei Wan, Wei Wei, Ying Wang |
| 2007 | ICCSA | Study on Grid-Based Special Remotely Sensed Data Processing Node. | Jianqin Wang, Yong Xue, Yincui Hu, Chaolin Wu, Jianping Guo, Lei Zheng, Ying Luo, Ruizhi Sun, Guangli Liu, YunLing Liu |
| 2007 | IGARSS | Nationwide aerosol optical thickness retrieval application using grid computing platform. | Wan Wei, Yong Xue, Ying Luo, Jianping Guo, Lei Zheng, Linyan Bai, Jie Guang, Wei Wei |
| 2007 | IGARSS | A synergetic approach for the retrieval of aerosol optical thickness from both AATSR data and MODIS BRDF data over Land. | Jianping Guo, Yong Xue, Jie Guang, Ying Luo, Wei Wan, Linyan Bai, Lei Zheng, Wei Wei |
| 2006 | ICCS | Remote Sensing Information Processing Grid Node with Loose-Coupling Parallel Structure. | Ying Luo, Yong Xue, Yincui Hu, Chaolin Wu, Guoyin Cai, Lei Zheng, Jianping Guo, Wei Wan, Shaobo Zhong |
| 2006 | ICCS | A Remote Sensing Application Workflow and Its Implementation in Remote Sensing Service Grid Node. | Ying Luo, Yong Xue, Chaolin Wu, Yincui Hu, Jianping Guo, Wei Wan, Lei Zheng, Guoyin Cai, Shaobo Zhong, Zhengfang Wang |
| 2006 | ICCS | Information Registry of Remotely Sensed Meta-module in Grid Environment. | Yong Xue, Jianqin Wang, Chaolin Wu, Yincui Hu, Jianping Guo, Lei Zheng, Wei Wan, Guoyin Cai, Ying Luo, Shaobo Zhong |
| 2006 | ICCSA | Grid Service Implementation of Aerosol Optical Thickness Retrieval over Land from MODIS. | Yincui Hu, Yong Xue, Guoyin Cai, Chaolin Wu, Jianping Guo, Ying Luo, Wei Wan, Lei Zheng |
| 2006 | ISPA | Study on Grid-Based Special Remotely Sensed Data Processing Node in Grid GIS. | Jianqin Wang, Yong Xue, Jianping Guo, Yincui Hu, Chaolin Wu, Lei Zheng, Ying Luo, Yi Xie, YunLing Liu |
| 2006 | ISPA | Design of GridGIS Architecture. | Jianqin Wang, Yong Xue, Yuxin Jiang, Chenghu Zhou, Rongguo Chen, Jianping Guo, Wei Wan, Lei Zheng, Yi Xie |
| 2005 | WACV | Robust Metric and Alignment for Profile-Based Face Recognition: An Experimental Comparison. | Gang Pan, Lei Zheng, Zhaohui Wu |
| 2003 | ICTAI | Improving Nogood Recording Using 2SAT. | Peter J. Stuckey, Lei Zheng |
| 2003 | ISMIS | A New Approach to Constraint Inductive Logic Programming. | Lei Zheng, Chunnian Liu, Dong Jia, Ning Zhong |
| 2002 | CP | Improving GSAT Using 2SAT. | Peter J. Stuckey, Lei Zheng |
| 1999 | ICASSP | Object-based image segmentation using DWT/RDWT multiresolution Markov random field. | Lei Zheng, J. C. Liu, Andrew K. Chan, Walter Smith |
| 1998 | AMIA | A Graphical User Interface for Content-Based Image Retrieval Engine that Allows Remote Server Access Through the Internet. | Lei Zheng, Arthur W. Wetzel, Yukako Yagi, Michael J. Becich |