Improving Grade Match to Value Match for Semantic Web Service Discovery. - Hui Peng; Zhongzhi Shi; Liang Chang 003; Wenjia Niu (ICNC (5), 2008)

A DDL-Based Model for Web Service Composition in Context-Aware Environment. - Wenjia Niu; Zhongzhi Shi; Changlin Wan; Liang Chang 003; Hui Peng (ICWS, 2008)

A Context Model for Service Composition Based on Dynamic Description Logic. - Wenjia Niu; Zhongzhi Shi; Liang Chang 003 (IIP, 2008)

Semantic Filtering for DDL-Based Service Composition. - Wenjia Niu; Zhongzhi Shi; Peng Cao; Hui Peng; Liang Chang 003 (PRICAI, 2008)

An Approach for Diagnosing Unexpected Faults in Web Service Flows. - Xu Han; Zhongzhi Shi; Wenjia Niu; Fen Lin; Donglei Zhang (GCC, 2009)

Facilitating dynamic web service composition with fine-granularity context management. - Wenjia Niu; Gang Li 009; Xinghua Yang; Xu Han; Zhongzhi Shi (GrC, 2009)

Similarity Based Semantic Web Service Match. - Hui Peng; Wenjia Niu; Ronghuai Huang (WISM, 2009)

Tolerance-Based Adaptive Online Outlier Detection for Internet of Things. - Qiang Shen; Zhijun Zhao; Wenjia Niu; Yu Liu; Hui Tang 001 (GreenCom/CPSCom, 2010)

Multi-agent and Workflow-Based Web Service Management Model. - Wenjia Niu; Quansheng Dou; Xu Han; Xinghua Yang; Zhongzhi Shi (IIP, 2010)

Similarity-Based Bayesian Learning from Semi-structured Log Files for Fault Diagnosis of Web Services. - Xu Han; Zhongzhi Shi; Wenjia Niu; Kunrong Chen; Xinghua Yang (Web Intelligence, 2010)

Mining Frequent Agent Action Patterns for Effective Multi-agent-Based Web Service Composition. - Xiaofeng Wang; Wenjia Niu; Gang Li 009; Xinghua Yang; Zhongzhi Shi (ADMI, 2011)

Reasoning-Based Context-Aware Workflow Management in Wireless Sensor Network. - Endong Tong; Wenjia Niu; Hui Tang 001; Gang Li 009; Zhijun Zhao (ICSOC Workshops, 2011)

An approach for adaptive associative classification. - Xiaofeng Wang; Kun Yue; Wenjia Niu; Zhongzhi Shi (Expert Syst. Appl., 2011)

Tolerance granular computing towards incomplete information system. - Zhongzhi Shi; Wenjia Niu; Zuqiang Meng; Yuan Lu (Int. J. Granul. Comput. Rough Sets Intell. Syst., 2011)

CARSA: A context-aware reasoning-based service agent model for AI planning of web service composition. - Wenjia Niu; Gang Li 009; Hui Tang 001; Xu Zhou; Zhongzhi Shi (J. Netw. Comput. Appl., 2011)

Multi-granularity context model for dynamic Web service composition. - Wenjia Niu; Gang Li 009; Zhijun Zhao; Hui Tang 001; Zhongzhi Shi (J. Netw. Comput. Appl., 2011)

Traffic Load-Based Dynamic Bandwidth Allocation for Balancing the Packet Loss in DiffServ Network. - Hui Zhao; Wenjia Niu; Yifang Qin; Song Ci; Hui Tang 001; Tao Lin 001 (ACIS-ICIS, 2012)

An Agent Collaboration-Based Data Hierarchical Caching Approach for HD Video Surveillance. - Wenjia Niu; Xinghua Yang; Gang Li 009; Endong Tong; Hui Tang 001; Song Ci (ADMI, 2012)

Aggregating user rating and service context for WSN service ranking. - Jun Lei; Wenjia Niu; Yifang Qin; Hui Tang 001; Song Ci (GLOBECOM, 2012)

A Reference Model for Virtual Resource Description and Discovery in Virtual Networks. - Yuemei Xu; Yanni Han; Wenjia Niu; Yang Li 017; Tao Lin 001; Song Ci (ICCSA (3), 2012)

Frequency-Adaptive Cluster Head Election in Wireless Sensor Network. - Tianlong Yun; Wenjia Niu; Xinghua Yang; Hui Tang 001; Song Ci (IIP, 2012)

Hierarchical Workflow Management in Wireless Sensor Network. - Endong Tong; Wenjia Niu; Gang Li 009; Hui Tang 001; Ding Tang; Song Ci (PRICAI, 2012)

Guest Editorial. - Wenjia Niu; Gang Li 009 (J. Networks, 2012)

An Actor Network-Based Approach to Pirates Community Discovery in Peer-to-Peer Network. - Xiancheng Hou; Bing Shi; Wenjia Niu; Qi Feng; Ying Qi (BSI@PAKDD/BSIC@IJCAI, 2013)

Dynamic User Behavior-Based Piracy Propagation Monitoring in Wireless Peer-to-Peer Networks. - Benke Qu; Wenjia Niu; Tianqing Zhu; Lei Wu 002; Shijun Liu; Na Wang (BSI@PAKDD/BSIC@IJCAI, 2013)

A Policy-Based Web Service Redundancy Detection in Wireless Sensor Networks. - Yuemei Xu; Wenjia Niu; Hui Tang 001; Gang Li 009; Zhijun Zhao; Song Ci (J. Netw. Syst. Manag., 2013)

Online Nonparametric Max-Margin Matrix Factorization for Collaborative Prediction. - Zhi Qiao 005; Peng Zhang 001; Wenjia Niu; Chuan Zhou 001; Peng Wang 028; Li Guo 001 (ICDM, 2014)

A DBN-Based Classifying Approach to Discover the Internet Water Army. - Weiqiang Sun; Weizhong Zhao; Wenjia Niu; Liang Chang 003 (IIP, 2014)

Privacy Preserving in Location Data Release: A Differential Privacy Approach. - Ping Xiong 001; Tianqing Zhu; Lei Pan 002; Wenjia Niu; Gang Li 009 (PRICAI, 2014)

Special issue on behavior data security issues in network information propagation. - Gang Li 009; Wenjia Niu; Lynn Margaret Batten (Future Gener. Comput. Syst., 2014)

A block-aware hybrid data dissemination with hotspot elimination in wireless sensor network. - Wenjia Niu; Gang Li 009; Endong Tong; Quan Z. Sheng; Qian Li 003; Yue Hu 002; Athanasios V. Vasilakos; Li Guo 001 (J. Netw. Comput. Appl., 2014)

Interaction relationships of caches in agent-based HD video surveillance: Discovery and utilization. - Wenjia Niu; Gang Li 009; Endong Tong; Xinghua Yang; Liang Chang 003; Zhongzhi Shi; Song Ci (J. Netw. Comput. Appl., 2014)

Bloom filter-based workflow management to enable QoS guarantee in wireless sensor networks. - Endong Tong; Wenjia Niu; Gang Li 009; Ding Tang; Liang Chang 003; Zhongzhi Shi; Song Ci (J. Netw. Comput. Appl., 2014)

A novel cache size optimization scheme based on manifold learning in Content Centric Networking. - Yuemei Xu; Yang Li 017; Tao Lin 001; Zihou Wang; Wenjia Niu; Hui Tang 001; Song Ci (J. Netw. Comput. Appl., 2014)

Context-Aware Service Ranking in Wireless Sensor Networks. - Wenjia Niu; Jun Lei; Endong Tong; Gang Li 009; Liang Chang 003; Zhongzhi Shi; Song Ci (J. Netw. Syst. Manag., 2014)

Cross-Modal Similarity Learning: A Low Rank Bilinear Formulation. - Cuicui Kang; Shengcai Liao; Yonghao He; Jian Wang 068; Wenjia Niu; Shiming Xiang; Chunhong Pan (CIKM, 2015)

Lingo: Linearized Grassmannian Optimization for Nuclear Norm Minimization. - Qian Li 003; Wenjia Niu; Gang Li 009; Yanan Cao 001; Jianlong Tan; Li Guo 001 (CIKM, 2015)

Two-Phased Event Causality Acquisition: Coupling the Boundary Identification and Argument Identification Approaches. - Yanan Cao 001; Cungen Cao 001; Jingzun Zhang; Wenjia Niu (KSEM, 2015)

Recover Fault Services via Complex Service-to-Node Mappings in Wireless Sensor Networks. - Qian Li 003; Wenjia Niu; Gang Li 009; Endong Tong; Yue Hu 002; Ping Liu 001; Li Guo 001 (J. Netw. Syst. Manag., 2015)

Riemannian optimization with subspace tracking for low-rank recovery. - Qian Li 003; Wenjia Niu; Gang Li 009; Jianlong Tan; Gang Xiong 001; Li Guo 001 (IJCNN, 2016)

Securing cyberspace. - Gang Li 009; Wenjia Niu; Li Guo 001; Lynn Margaret Batten; Yinlong Liu; Guoyong Cai (Concurr. Comput. Pract. Exp., 2016)

Energy Efficient Sleep Schedule with Service Coverage Guarantee in Wireless Sensor Networks. - Bo Zhang 022; Endong Tong; Jie Hao; Wenjia Niu; Gang Li 009 (J. Netw. Syst. Manag., 2016)

Exploring probabilistic follow relationship to prevent collusive peer-to-peer piracy. - Wenjia Niu; Endong Tong; Qian Li 003; Gang Li 009; Xuemin Wen; Jianlong Tan; Li Guo 001 (Knowl. Inf. Syst., 2016)

A differentially private algorithm for location data release. - Ping Xiong 001; Tianqing Zhu; Wenjia Niu; Gang Li 009 (Knowl. Inf. Syst., 2016)

A Cross-Modal CCA-Based Astroturfing Detection Approach. - XiaoXuan Bai; Yingxiao Xiang; Wenjia Niu; Jiqiang Liu; Tong Chen 007; Jingjing Liu; Tong Wu (ICICS, 2017)

A Method to Effectively Detect Vulnerabilities on Path Planning of VIN. - Jingjing Liu; Wenjia Niu; Jiqiang Liu; Jia Zhao 005; Tong Chen 007; Yinqi Yang; Yingxiao Xiang; Lei Han (ICICS, 2017)

A Hidden Astroturfing Detection Approach Base on Emotion Analysis. - Tong Chen 007; Noora Hashim Alallaq; Wenjia Niu; Yingdi Wang; XiaoXuan Bai; Jingjing Liu; Yingxiao Xiang; Tong Wu; Jiqiang Liu (KSEM, 2017)

Beyond the Aggregation of Its Members - A Novel Group Recommender System from the Perspective of Preference Distribution. - Zhiwei Guo; Chaowei Tang; Wenjia Niu; Yunqing Fu; Haiyang Xia; Hui Tang 001 (KSEM, 2017)

Fine-Grained Recommendation Mechanism to Curb Astroturfing in Crowdsourcing Systems. - Zhiwei Guo; Chaowei Tang; Wenjia Niu; Yunqing Fu; Tong Wu; Haiyang Xia; Hui Tang 001 (IEEE Access, 2017)

Efficient Multiple Kernel Learning Algorithms Using Low-Rank Representation. - Wenjia Niu; Kewen Xia; Baokai Zu; Jianchuan Bai (Comput. Intell. Neurosci., 2017)

A Novel Graph Constructor for Semisupervised Discriminant Analysis: Combined Low-Rank and k-Nearest Neighbor Graph. - Baokai Zu; Kewen Xia; Yongke Pan; Wenjia Niu (Comput. Intell. Neurosci., 2017)

New advances in securing cyberspace and curbing crowdturfing. - Gang Li 009; Wenjia Niu; Lynn Batten; Jiqiang Liu (Concurr. Comput. Pract. Exp., 2017)

Curbing collusive cyber-gossips for business brand management. - Gang Li 009; Wenjia Niu; Jianlong Tan; Lynn Batten; Liang Chang 003 (Enterp. Inf. Syst., 2017)

Request routing through collaborative in-network caching for bandwidth optimization: a methodology. - Yuemei Xu; Zihou Wang; Yang Li 017; Fu Chen; Tao Lin 001; Wenjia Niu (Trans. Emerg. Telecommun. Technol., 2017)

Boosting imbalanced data learning with Wiener process oversampling. - Qian Li 003; Gang Li 009; Wenjia Niu; Yanan Cao 001; Liang Chang 003; Jianlong Tan; Li Guo 001 (Frontiers Comput. Sci., 2017)

Adversarial Examples Construction Towards White-Box Q Table Variation in DQN Pathfinding Training. - XiaoXuan Bai; Wenjia Niu; Jiqiang Liu; Xu Gao; Yingxiao Xiang; Jingjing Liu (DSC, 2018)

An Approach to Generate Topic Similar Document by Seed Extraction-Based SeqGAN Training for Bait Document. - Shuanshuan Pang; Wenjia Niu; Jiqiang Liu; Yingxiao Xiang; Yingdi Wang (DSC, 2018)

Intention-Aware Multi-channel Keyword Extension for Content Security. - Chunjing Qiu; Jiqiang Liu; Yingxiao Xiang; Wenjia Niu; Tong Chen 007 (DSC, 2018)

A PCA-Based Model to Predict Adversarial Examples on Q-Learning of Path Finding. - Yingxiao Xiang; Wenjia Niu; Jiqiang Liu; Tong Chen 007; Zhen Han 001 (DSC, 2018)

A DeepWalk-Based Approach to Defend Profile Injection Attack in Recommendation System. - Xu Gao; Wenjia Niu; Jingjing Liu; Tong Chen 007; Yingxiao Xiang; XiaoXuan Bai; Jiqiang Liu (IIP, 2018)

A Novel Group Recommendation Mechanism From the Perspective of Preference Distribution. - Zhiwei Guo; Chaowei Tang; Hui Tang 001; Yunqing Fu; Wenjia Niu (IEEE Access, 2018)

Gradient Band-based Adversarial Training for Generalized Attack Immunity of A3C Path Finding. - Tong Chen 007; Wenjia Niu; Yingxiao Xiang; XiaoXuan Bai; Jiqiang Liu; Zhen Han 001; Gang Li 009 (CoRR, 2018)

A Training-based Identification Approach to VIN Adversarial Examples. - Yingdi Wang; Wenjia Niu; Tong Chen 007; Yingxiao Xiang; Jingjing Liu; Gang Li 009; Jiqiang Liu (CoRR, 2018)

Bidirectional RNN-based Few-shot Training for Detecting Multi-stage Attack. - Di Zhao; Jiqiang Liu; Jialin Wang; Wenjia Niu; Endong Tong; Tong Chen 007; Gang Li 009 (CoRR, 2019)

Adversarial attack and defense in reinforcement learning-from AI security view. - Tong Chen 007; Jiqiang Liu; Yingxiao Xiang; Wenjia Niu; Endong Tong; Zhen Han 001 (Cybersecur., 2019)

Bidirectional RNN-Based Few-Shot Training for Detecting Multi-stage Attack. - Bowei Jia; Yunzhe Tian; Di Zhao; Xiaojin Wang; Chenyang Li; Wenjia Niu; Endong Tong; Jiqiang Liu (Inscrypt, 2020)

Exploring Data Correlation between Feature Pairs for Generating Constraint-based Adversarial Examples. - Yunzhe Tian; Yingdi Wang; Endong Tong; Wenjia Niu; Liang Chang 003; Qi Alfred Chen; Gang Li 009; Jiqiang Liu (ICPADS, 2020)

Explainable Congestion Attack Prediction and Software-level Reinforcement in Intelligent Traffic Signal System. - Xiaojin Wang; Yingxiao Xiang; Wenjia Niu; Endong Tong; Jiqiang Liu (ICPADS, 2020)

Queue Length Estimation Based Defence Against Data Poisoning Attack for Traffic Signal Control. - Xu Gao; Jiqiang Liu; Yike Li; Xiaojin Wang; Yingxiao Xiang; Endong Tong; Wenjia Niu; Zhen Han 001 (IIP, 2020)

Constructing Optimal Sparse Decision Tree for Analying I-SIG System Attack. - Xiaojin Wang; Yingxiao Xiang; Wenjia Niu; Endong Tong; Qi Alfred Chen; Gang Li 009; Jiqiang Liu; Long Li 005 (ISPA/BDCloud/SocialCom/SustainCom, 2020)

Adapt Swarm Path Planning for UAV Based on Artificial Potential Field with Birds Intelligence Extensions. - Yifei He; Jiqiang Liu; Endong Tong; Wenjia Niu; Xinyu Huang 006; Ying Zhou; Chenyang Li; Liang Chang 003 (SocialSec, 2020)

A Configurable off-Policy Evaluation with Key State-Based Bias Constraints in AI Reinforcement Learning. - Shuoru Wang; Jiqiang Liu; Tong Chen 007; He Li; Wenjia Niu; Endong Tong; Long Li 005; Minglu Song (SocialSec, 2020)

A C-IFGSM Based Adversarial Approach for Deep Learning Based Intrusion Detection. - Yingdi Wang; Yixiang Wang; Endong Tong; Wenjia Niu; Jiqiang Liu (VECoS, 2020)

Exposing Spoofing Attack on Flocking-Based Unmanned Aerial Vehicle Cluster: A Threat to Swarm Intelligence. - Xinyu Huang 006; Yunzhe Tian; Yifei He; Endong Tong; Wenjia Niu; Chenyang Li; Jiqiang Liu; Liang Chang 003 (Secur. Commun. Networks, 2020)

An Empirical Study on GAN-Based Traffic Congestion Attack Analysis: A Visualized Method. - Yike Li; Yingxiao Xiang; Endong Tong; Wenjia Niu; Bowei Jia; Long Li 005; Jiqiang Liu; Zhen Han 001 (Wirel. Commun. Mob. Comput., 2020)

Blockchain-based decentralized federated learning: A secure and privacy-preserving system. - Shuang Zhao; Yalun Wu; Rui Sun; Xiaoai Qian; Dong Zi; Zhiqiang Xie; Endong Tong; Wenjia Niu; Jiqiang Liu; Zhen Han 001 (HPCC/DSS/SmartCity/DependSys, 2021)

Security Analysis of Poisoning Attacks Against Multi-agent Reinforcement Learning. - Zhiqiang Xie; Yingxiao Xiang; Yike Li; Shuang Zhao; Endong Tong; Wenjia Niu; Jiqiang Liu; Jian Wang 071 (ICA3PP (1), 2021)

Improving Convolutional Neural Network-Based Webshell Detection Through Reinforcement Learning. - Yalun Wu; Minglu Song; Yike Li; Yunzhe Tian; Endong Tong; Wenjia Niu; Bowei Jia; Haixiang Huang; Qiong Li; Jiqiang Liu (ICICS (1), 2021)

Protecting Reward Function of Reinforcement Learning via Minimal and Non-catastrophic Adversarial Trajectory. - Tong Chen 007; Yingxiao Xiang; Yike Li; Yunzhe Tian; Endong Tong; Wenjia Niu; Jiqiang Liu; Gang Li 009; Qi Alfred Chen (SRDS, 2021)

Blind Motion Deblurring Super-Resolution: When Dynamic Spatio-Temporal Learning Meets Static Image Understanding. - Wenjia Niu; Kaihao Zhang; Wenhan Luo; Yiran Zhong; Xin Yu 002; Hongdong Li (CoRR, 2021)

Adversarial retraining attack of asynchronous advantage actor-critic based pathfinding. - Tong Chen 007; Jiqiang Liu; Yingxiao Xiang; Wenjia Niu; Endong Tong; Shuoru Wang; He Li; Liang Chang 003; Gang Li 009; Qi Alfred Chen (Int. J. Intell. Syst., 2021)

Deep robust image deblurring via blur distilling and information comparison in latent space. - Wenjia Niu; Kaihao Zhang; Wenhan Luo; Yiran Zhong; Hongdong Li (Neurocomputing, 2021)

A Training-Based Identification Approach to VIN Adversarial Examples in Path Planning. - Yingdi Wang; Yunzhe Tian; Jiqiang Liu; Wenjia Niu; Endong Tong (J. Circuits Syst. Comput., 2021)

Robustness Assessment of Asynchronous Advantage Actor-Critic Based on Dynamic Skewness and Sparseness Computation: A Parallel Computing View. - Tong Chen 007; Jiqiang Liu; He Li; Shuoru Wang; Wenjia Niu; Endong Tong; Liang Chang 003; Qi Alfred Chen; Gang Li 009 (J. Comput. Sci. Technol., 2021)

Towards Revealing Parallel Adversarial Attack on Politician Socialnet of Graph Structure. - Yunzhe Tian; Jiqiang Liu; Endong Tong; Wenjia Niu; Liang Chang 003; Qi Alfred Chen; Gang Li 009; Wei Wang 012 (Secur. Commun. Networks, 2021)

Contiguous Loss for Motion-Based, Non-Aligned Image Deblurring. - Wenjia Niu; Kewen Xia; Yongke Pan (Symmetry, 2021)

A Hierarchical Energy-Efficient Service Selection Approach With QoS Constraints for Internet of Things. - Endong Tong; Wenjia Niu; Yunzhe Tian; Jiqiang Liu; Thar Baker; Sandeep Verma; Zheli Liu (IEEE Trans. Green Commun. Netw., 2021)

Blind Motion Deblurring Super-Resolution: When Dynamic Spatio-Temporal Learning Meets Static Image Understanding. - Wenjia Niu; Kaihao Zhang; Wenhan Luo; Yiran Zhong (IEEE Trans. Image Process., 2021)

Efficient-HotStuff: A BFT Blockchain Consensus with Higher Efficiency and Stronger Robustness. - Di Zhai; Jian Wang 071; Jiqiang Liu; Tianhao Liu; Wenjia Niu (ICPADS, 2022)

Adapting on Road Traffic-Oriented Controlled Optimization of Phases to Heterogeneous Intersections. - Ziyan Qiao; Rui Sun; Shiyao Chen; Dong Zi; Xingyu Wu; Qian Wang; Endong Tong; Wenjia Niu; Jiqiang Liu (IIP, 2022)

Toward Blockchain-Based Spoofing Defense for Controlled Optimization of Phases in Traffic Signal System. - Yingxiao Xiang; Chao Li 023; Tong Chen 007; Yike Li; Endong Tong; Wenjia Niu; Qiong Li; Jiqiang Liu; Wei Wang 012 (IEICE Trans. Inf. Syst., 2022)

Four-player GroupGAN for weak expression recognition via latent expression magnification. - Wenjia Niu; Kaihao Zhang; Dongxu Li; Wenhan Luo (Knowl. Based Syst., 2022)

Multiagent Reinforcement Learning-Based Signal Planning for Resisting Congestion Attack in Green Transportation. - Yike Li; Wenjia Niu; Yunzhe Tian; Tong Chen 007; Zhiqiang Xie; Yalun Wu; Yingxiao Xiang; Endong Tong; Thar Baker; Jiqiang Liu (IEEE Trans. Green Commun. Netw., 2022)

A Missing QoS Prediction Approach via Time-Aware Collaborative Filtering. - Endong Tong; Wenjia Niu; Jiqiang Liu (IEEE Trans. Serv. Comput., 2022)

Robust Reinforcement Learning via Progressive Task Sequence. - Yike Li; Yunzhe Tian; Endong Tong; Wenjia Niu; Jiqiang Liu (IJCAI, 2023)

Mitigating Overfitting for Deep Learning-based Aging-related Bug Prediction via Brain-inspired Regularization in Spiking Neural Networks. - Yunzhe Tian; Yike Li; Kang Chen; Endong Tong; Wenjia Niu; Jiqiang Liu; Fangyun Qin; Zheng Zheng 001 (ISSREW, 2023)

Traffic Signal Timing Optimization Based on Intersection Importance in Vehicle-Road Collaboration. - Pengna Liu; Ziyan Qiao; Yalun Wu; Kang Chen; Jiasong Hou; Yingqi Cai; Liqun Chu; Endong Tong; Wenjia Niu; Jiqiang Liu (ML4CS, 2023)

A Mutual Information-Based Assessment of Reverse Engineering on Rewards of Reinforcement Learning. - Tong Chen 007; Jiqiang Liu; Thar Baker; Yalun Wu; Yingxiao Xiang; Yike Li; Wenjia Niu; Endong Tong; Albert Y. Zomaya (IEEE Trans. Artif. Intell., 2023)

ECG Signal Classification with a Multi-stage Model Integrating CNN, SNN, and ResNet. - Xiangyu Shi; Dianjing Cheng; Xingyu Wu; Ping Ye; Jingqi Jia; Jiqiang Liu; Wenjia Niu (ADMA (1), 2024)

Nightfall Deception: A Novel Backdoor Attack on Traffic Sign Recognition Models via Low-Light Data Manipulation. - Yalun Wu; Qiong Li; Yingxiao Xiang; Jinkai Zheng; Xingyu Wu; Zhen Han 001; Jiqiang Liu; Wenjia Niu (ADMA (3), 2024)

Visual Prompting in LLMs for Enhancing Emotion Recognition. - Qixuan Zhang; Zhifeng Wang 004; Dylan Zhang; Wenjia Niu; Sabrina B. Caldwell; Tom Gedeon; Yang Liu 003; Zhenyue Qin (EMNLP, 2024)

Recognition of Signal Modulation Pattern Based on Multi-task Self-supervised Learning. - Dianjing Cheng; Xingyu Wu; Zhenghao Xie; Zhihua Cui; Qiong Li; Endong Tong; Wenjia Niu; Ziyi Wei; Xinyi Zhao (IIP (2), 2024)

Lurking in the Shadows: Imperceptible Shadow Black-Box Attacks Against Lane Detection Models. - Xiaoshu Cui; Yalun Wu; Yanfeng Gu; Qiong Li; Endong Tong; Jiqiang Liu; Wenjia Niu (KSEM (3), 2024)

Knowledge-Driven Backdoor Removal in Deep Neural Networks via Reinforcement Learning. - Jiayin Song; Yike Li; Yunzhe Tian; Xingyu Wu; Qiong Li; Endong Tong; Wenjia Niu; Zhenguo Zhang; Jiqiang Liu (KSEM (3), 2024)

OSS Malicious Package Analysis in the Wild. - Xiaoyan Zhou; Ying Zhang; Wenjia Niu; Jiqiang Liu; Haining Wang 001; Qiang Li 007 (CoRR, 2024)

A Large-scale Fine-grained Analysis of Packages in Open-Source Software Ecosystems. - Xiaoyan Zhou; Feiran Liang; Zhaojie Xie; Yang Lan; Wenjia Niu; Jiqiang Liu; Haining Wang 001; Qiang Li 007 (CoRR, 2024)

Obfuscating IoT Device Scanning Activity via Adversarial Example Generation. - Haocong Li; Yaxin Zhang; Long Cheng; Wenjia Niu; Haining Wang; Qiang Li (CoRR, 2024)

Tactics, Techniques, and Procedures (TTPs) in Interpreted Malware: A Zero-Shot Generation with Large Language Models. - Ying Zhang; Xiaoyan Zhou; Hui Wen; Wenjia Niu; Jiqiang Liu; Haining Wang 001; Qiang Li 007 (CoRR, 2024)

Improving the Robustness of Pedestrian Detection in Autonomous Driving With Generative Data Augmentation. - Yalun Wu; Yingxiao Xiang; Endong Tong; Yuqi Ye; Zhibo Cui; Yunzhe Tian; Lejun Zhang; Jiqiang Liu; Zhen Han 001; Wenjia Niu (IEEE Netw., 2024)

Toward Learning Model-Agnostic Explanations for Deep Learning-Based Signal Modulation Classifiers. - Yunzhe Tian; Dongyue Xu; Endong Tong; Rui Sun; Kang Chen; Yike Li; Thar Baker; Wenjia Niu; Jiqiang Liu (IEEE Trans. Reliab., 2024)

Automatically Generating Rules of Malicious Software Packages via Large Language Model. - XiangRui Zhang; XueJie Du; HaoYu Chen; Yongzhong He; Wenjia Niu; Qiang Li (DSN, 2025)

An Analysis of Malicious Packages in Open-Source Software in the Wild. - Xiaoyan Zhou; Ying Zhang; Wenjia Niu; Jiqiang Liu; Haining Wang 001; Qiang Li 007 (DSN, 2025)

Gradient Reconstruction Protection Based on Sparse Learning and Gradient Perturbation in IoV. - Jia Zhao; Xinyu Rao; Bokai Yang; Yanchun Wang; Jiaqi He; Hongliang Ma; Wenjia Niu; Wei Wang 012 (Int. J. Intell. Syst., 2025)

Towards Label-Efficient Deep Learning-Based Aging-Related Bug Prediction With Spiking Convolutional Neural Networks. - Yunzhe Tian; Yike Li; Kang Chen; Zhenguo Zhang; Endong Tong; Jiqiang Liu; Fangyun Qin; Zheng Zheng 001; Wenjia Niu (IEEE Trans. Emerg. Top. Comput., 2025)

Automatically Generating Rules of Malicious Software Packages via Large Language Model. - XiangRui Zhang; HaoYu Chen; Yongzhong He; Wenjia Niu; Qiang Li (CoRR, 2025)

Visual and textual prompts for enhancing emotion recognition in video. - Zhifeng Wang 004; Qixuan Zhang; Peter Zhang; Wenjia Niu; Kaihao Zhang; Ramesh S. Sankaranarayana; Sabrina B. Caldwell; Tom Gedeon (CoRR, 2025)