Publications

Code and Dataset open sourced by Cai's Lab:
https:github.com/Lab-ANT

2023

[1] Ning Liu, Chunbo Jia, Bingnan Hou, Changsheng Hou, Yingwen Chen, Zhiping Cai: 6Search: A reinforcement learning-based traceroute approach for efficient IPv6 topology discovery. Comput. Networks 235: 109987 (2023)

[2] Hongjia Wu, Hui Zeng, Tongqing Zhou, Zhiping Cai, Zehui Xiong, Dusit Niyato, Zhu Han: From Eye to Brain: A Proactive and Distributed Crowdsensing Framework for Federated Learning. IEEE Internet Things J. 10(9, May 1): 8202-8214 (2023)

[3] Wentao Ma, Tongqing Zhou, Jiaohua Qin, Xuyu Xiang, Yun Tan, Zhiping Cai:Adaptive multi-feature fusion via cross-entropy normalization for effective image retrieval. Inf. Process. Manag. 60(1): 103119 (2023)

[4] Yeting Guo, Fang Liu, Tongqing Zhou, Zhiping Cai, Nong Xiao: Seeing is believing: Towards interactive visual exploration of data privacy in federated learning. Inf. Process. Manag. 60(2): 103162 (2023)

[5] Panyu Liu, Tongqing Zhou, Zhiping Cai, Fang Liu, Yeting Guo: Leveraging heuristic client selection for enhanced secure federated submodel learning. Inf. Process. Manag. 60(3): 103211 (2023)

[6] Qiang Liu, Tongqing Zhou, Zhiping Cai, Yuan Yuan, Ming Xu, Jiaohua Qin, Wentao Ma: Turning backdoors for efficient privacy protection against image retrieval violations. Inf. Process. Manag. 60(5): 103471 (2023)

[7] Chengyu Wang, Kui Wu, Tongqing Zhou, Zhiping Cai: Time2State: An Unsupervised Framework for Inferring the Latent States in Time Series Data. Proc. ACM Manag. Data 1(1): 17:1-17:18 (2023)

[8] Yifei Shi, Junhua Xi, Dewen Hu, Zhiping Cai, Kai Xu: RayMVSNet++: Learning Ray-Based 1D Implicit Fields for Accurate Multi-View Stereo. IEEE Trans. Pattern Anal. Mach. Intell. 45(11): 13666-13682 (2023)

[9] Hongjia Wu, Jiangtian Nie, Zehui Xiong, Zhiping Cai, Tongqing Zhou, Chau Yuen, Dusit Niyato: A Game-Based Incentive-Driven Offloading Framework for Dispersed Computing. IEEE Trans. Commun. 71(7): 4034-4049 (2023)

[10] Wentao Ma, Qingchao Chen, Tongqing Zhou, Shan Zhao, Zhiping Cai: Using Multimodal Contrastive Knowledge Distillation for Video-Text Retrieval. IEEE Trans. Circuits Syst. Video Technol. 33(10): 5486-5497 (2023)

[11] Guang Yu, Siqi Wang, Zhiping Cai, Xinwang Liu, En Zhu, Jianping Yin: Video Anomaly Detection via Visual Cloze Tests. IEEE Trans. Inf. Forensics Secur. 18: 4955-4969 (2023)

[12] Tengfei Zheng, Tongqing Zhou, Kai Lu, Zhiping Cai: Inspecting End-to-End Encrypted Communication Differentially for the Efficient Identification of Harmful Media. IEEE Trans. Inf. Forensics Secur. 18: 5772-5787 (2023)

[13] Yunfan Ye, Renjiao Yi, Zhirui Gao, Zhiping Cai, Kai Xu: Delving Into Crispness: Guided Label Refinement for Crisp Edge Detection. IEEE Trans. Image Process. 32: 4199-4211 (2023)

[14] Tongqing Zhou, Zhiping Cai, Fang Liu, Jinshu Su: In Pursuit of Beauty: Aesthetic-Aware and Context-Adaptive Photo Selection in Crowdsensing. IEEE Trans. Knowl. Data Eng. 35(9): 9364-9377 (2023)

[15] Shan Zhao, Minghao Hu, Zhiping Cai, Fang Liu: Dynamic Modeling Cross-Modal Interactions in Two-Phase Prediction for Entity-Relation Extraction. IEEE Trans. Neural Networks Learn. Syst. 34(3): 1122-1131 (2023)

[16] Shan Zhao, Minghao Hu, Zhiping Cai, Zhanjun Zhang, Tongqing Zhou, Fang Liu: Enhancing Chinese Character Representation With Lattice-Aligned Attention. IEEE Trans. Neural Networks Learn. Syst. 34(7): 3727-3736 (2023)

[17] Bingnan Hou, Zhiping Cai, Kui Wu, Tao Yang, Tongqing Zhou: 6Scan: A High-Efficiency Dynamic Internet-Wide IPv6 Scanner With Regional Encoding. IEEE/ACM Trans. Netw. 31(4): 1870-1885 (2023)

[18] Yeting Guo, Fang Liu, Tongqing Zhou, Zhiping Cai, Nong Xiao: Privacy vs. Efficiency: Achieving Both Through Adaptive Hierarchical Federated Learning. IEEE Trans. Parallel Distributed Syst. 34(4): 1331-1342 (2023)

[19] Jinhua Cui, Yiyun Yin, Zhiping Cai, Jiliang Zhang: A Comparison Study of the Compatibility Approaches for SGX Enclaves. ATS 2023: 1-6

[20] Yunfan Ye, Renjiao Yi, Zhirui Gao, Chenyang Zhu, Zhiping Cai, Kai Xu: NEF: Neural Edge Fields for 3D Parametric Curve Reconstruction from Multi-View Images. CVPR 2023: 8486-8495

[21] Yeting Guo, Fang Liu, Tongqing Zhou, Zhiping Cai, Nong Xiao: Efficient Personalized Federated Learning on Selective Model Training. ICASSP 2023: 1-5

[22] Jiaping Yu, Tongqing Zhou, Zhiping Cai, Wenyuan Kuang: Tracking Targets in Hyper-Scale Cameras Using Movement Predication. ICASSP 2023: 1-5

[23] Pei Zhang, Xinwang Liu, Jian Xiong, Sihang Zhou, Wentao Zhao, En Zhu, Zhiping Cai: Consensus One-step Multi-view Subspace Clustering (Extended abstract). ICDE 2023: 3761-3762

[24] Bingnan Hou, Zhiping Cai, Kui Wu, Tao Yang, Tongqing Zhou: Search in the Expanse: Towards Active and Global IPv6 Hitlists. INFOCOM 2023: 1-10

[25] Wencheng Sun, Zhiping Cai, Xiaoyong Chen: Region-SMOTE: A New Over-Sampling Method in Imbalanced Data Sets Learning. NCTCS 2023: 151-160

[26] Yuanjing Luo, Tongqing Zhou, Fang Liu, Zhiping Cai: IRWArt: Levering Watermarking Performance for Protecting High-quality Artwork Images. WWW 2023: 2340-2348

[27] Wenxuan Tu, Bin Xiao, Xinwang Liu, Sihang Zhou, Zhiping Cai, Jieren Cheng: Revisiting Initializing Then Refining: An Incomplete and Missing Graph Imputation Network. CoRR abs/2302.07524 (2023)

[28] Yunfan Ye, Renjiao Yi, Zhirui Gao, Chenyang Zhu, Zhiping Cai, Kai Xu: NEF: Neural Edge Fields for 3D Parametric Curve Reconstruction from Multi-view Images. CoRR abs/2303.07653 (2023)

[29] Wenxuan Tu, Qing Liao, Sihang Zhou, Xin Peng, Chuan Ma, Zhe Liu, Xinwang Liu, Zhiping Cai: RARE: Robust Masked Graph Autoencoder. CoRR abs/2304.01507 (2023)

[30] Yunfan Ye, Renjiao Yi, Zhirui Gao, Zhiping Cai, Kai Xu: Delving into Crispness: Guided Label Refinement for Crisp Edge Detection. CoRR abs/2306.15172 (2023)

[31] Yifei Shi, Junhua Xi, Dewen Hu, Zhiping Cai, Kai Xu: RayMVSNet++: Learning Ray-based 1D Implicit Fields for Accurate Multi-View Stereo. CoRR abs/2307.10233 (2023)

2022

[1] T. Zheng, Y. Luo, T. Zhou, Z. Cai. "Towards differential access control and privacy-preserving for secure media data sharing in the cloud", Computers & Security, 2022, 113, DOI: 10.1016/j.cose.2021.102553（CCF B刊）

[2] T. Yang, C. Wang, T. Zhou, Z Cai, K. Wu, B. Hou. "Leveraging Active Decremental TTL Measuring for Flexible and Efficient NAT Identification", COMPUTERS MATERIALS & CONTINUA, 2022, 70(3): 5179-5198.

[3] Tao Yang, Bingnan Hou, Zhiping Cai, Kui Wu, Tongqing Zhou, Chengyu Wang. “6Graph: A graph-theoretic approach to address pattern mining for Internet-wide IPv6 scanning”, Computer Networks, 2021, DOI: 10.1016/j.comnet.2021.108666（CCF B刊）

[4] Tao Yang, Zhiping Cai, Tongqing Zhou. 6Forest: An Ensemble Learning-based Approach to Target Generation for Internet-wide IPv6 Scanning. Proc. INFOCOM 2022.（CCF A会）

[5] Yu, J., Chen, H., Wu, K., Zhou, T., Cai, Z., & Liu, F. (2022). EviChain: A scalable blockchain for accountable intelligent surveillance systems. International Journal of Intelligent Systems, 37(2), 1454-1478.（CCF C刊）

[6] 赵山, 罗睿, & 蔡志平. (2022). 中文命名实体识别综述. 计算机科学与探索, 16(2), 296.

[7] Yang, T., Wang, C., Zhou, T., Cai, Z., Wu, K., & Hou, B. (2022). Leveraging active decremental TTL measuring for flexible and efficient NAT identification. Computers, Materials & Continua, 70(3), 5179-5198.

[8] Ma, W., Zhou, T., Qin, J., Zhou, Q., & Cai, Z. (2022). Joint-attention feature fusion network and dual-adaptive NMS for object detection. Knowledge-Based Systems, 241, 108213.（CCF C刊）

[9] Wang, C., Yang, T., Cui, J., Li, Y., Zhou, T., & Cai, Z. (2022). TSAEns: Ensemble Learning for KPI Anomaly Detection. In S. Wang, Q. Liu, & Y. Yin (Eds.), Algorithms and Architectures for Parallel Processing: 21st International Conference, ICA3PP 2021, Virtual Event, December 3–5, 2021, Proceedings, Part I (pp. 162-177). Springer International Publishing.（CCF C会）

[10] Ma, W., Zhou, T., Qin, J., Xiang, X., Tan, Y., & Cai, Z. (2022). A privacy-preserving content-based image retrieval method based on deep learning in cloud computing. Expert Systems with Applications, 203, 117508.（CCF C刊）

[11] Shan, Z., Rui, L., & Cai, Z. (2022). Survey of Chinese Named Entity Recognition. Journal of Frontiers of Computer Science & Technology, 16(2), 296.

[12] Yu, G., Wang, S., Cai, Z., Liu, X., Xu, C., & Wu, C. (2022). Deep anomaly discovery from unlabeled videos via normality advantage and self-paced refinement. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 13987-13998.（CCF A会）

[13] Liu, N., Xia, J., Cai, Z., Yang, T., Hou, B., & Wang, Z. (2022). A survey on ipv6 security threats and defense mechanisms. In S. Wang, Q. Liu, & Y. Yin (Eds.), Artificial Intelligence.（CCF A刊）

[14] Liu, N., Xia, J., Cai, Z., Yang, T., Hou, B., & Wang, Z. (2022). A survey on IPv6 security threats and defense mechanisms. In Y. Zhou, F. Liu, J. Li, Y. Zhang, & G. Wang (Eds.), Artificial Intelligence and Security: 8th International Conference, ICAIS 2022, Qinghai, China, July 15–20, 2022, Proceedings, Part I (pp. 583-598). Springer International Publishing.

[15] Guo, Y., Liu, F., Xiao, N., Li, Z., Cai, Z., Tang, G., & Liu, N. (2022). PARA: Performability‐aware resource allocation on the edges for cloud‐native services. International Journal of Intelligent Systems, 37(11), 8523-8547.（CCF C刊）

[16] Hu, J., Yu, G., Wang, S., Zhu, E., Cai, Z., & Zhu, X. (2022, July). Detecting Anomalous Events from Unlabeled Videos via Temporal Masked Auto-Encoding. In 2022 IEEE International Conference on Multimedia and Expo (ICME) (pp. 1-6). IEEE.（CCF B会）

[17] Yu, G., Wang, S., Cai, Z., Liu, X., & Wu, C. (2022). Effective video abnormal event detection by learning a consistency-aware high-level feature extractor. In Proceedings of the 30th ACM International Conference on Multimedia (pp. 6337-6346).（CCF A会）

[18] Liu, Q., Zhou, T., Cai, Z., & Tang, Y. (2022). Opportunistic backdoor attacks: exploring human-imperceptible vulnerabilities on speech recognition systems. In Proceedings of the 30th ACM International Conference on Multimedia (pp. 2390-2398).（CCF A会）

[19] Zheng, T., Zhou, T., Liu, Q., Wu, K., & Cai, Z. (2022). Characterizing and detecting non-consensual photo sharing on social networks. In Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security (pp. 3209-3222).（CCF A会）

[20] Tu, W., Zhou, S., Liu, X., Liu, Y., Cai, Z., Zhu, E., Zhang, C., & Cheng, J. (2022). Initializing then refining: A simple graph attribute imputation network. In Proc. IJCAI (pp. 3494-3500).

[21] Jiang, Y., Cai, Z., Cai, K., Xia, J., & Yan, L. (2022). Deep transfer learning based risk prediction model for infectious disease. In X. Gao, X. Liu, H. Shi, & G. Zhang (Eds.), Theoretical Computer Science: 40th National Conference, NCTCS 2022, Changchun, China, July 29–31, 2022, Revised Selected Papers (pp. 183-193). Springer Nature Singapore.

[22] Wu, H., Zeng, H., Zhou, T., Cai, Z., Xiong, Z., Niyato, D., & Han, Z. (2022). From eye to brain: A proactive and distributed crowdsensing framework for federated learning. IEEE Internet of Things Journal.（CCF C刊，中科院一区）

[23] Zeng, H., Zhou, T., Wu, X., & Cai, Z. (2022). Never too late: Tracing and mitigating backdoor attacks in federated learning. In 2022 41st International Symposium on Reliable Distributed Systems (SRDS) (pp. 69-81). IEEE.（CCF B会）

[24] Zhou, T., Cai, Z., & Su, J. (2022). Discovering Truth in Mobile Crowdsensing with Differential Location Privacy. In GLOBECOM 2022-2022 IEEE Global Communications Conference (pp. 903-908). IEEE.（CCF C会）

[25] Wang, Y., Wan, X., & Cai, Z. (2022). Guiding Abstractive Dialogue Summarization with Content Planning. In Findings of the Association for Computational Linguistics: EMNLP 2022 (pp. 3408-3413).（CCF B会）

2021

[1] Shuhao Liu, Hong Xu, Wei Bai, Libin Liu, Kai Chen, and Zhiping Cai. RepNet: Cutting Latency with Flow Replication in Data Center Networks. IEEE Transactions on Services Computing, 2021, 14(1), pp: 248-261. doi: 10.1109/TSC.2018.2793250

[2] Jiaping Yu, Haiwen Chen, Kui Wu, Tongqing Zhou, Zhiping Cai, Fang Liu. Centipede: Leveraging the Distributed Camera Crowd for Cooperative Video Data Storage. IEEE Internet of Things Journal. DOI (identifier) 10.1109/JIOT.2021.3074823. （中科院一区）

[3] Bingnan Hou, Changsheng Hou, Tongqing Zhou, Zhiping Cai, Fang Liu. Detection and Characterization of Network Anomalies in Large-Scale RTT Time Series. IEEE Trans. Netw. Serv. Manag. 18(1): 793-806 (2021)

[4] Yeting Guo, Fang Liu, Zhiping Cai, Hui Zeng, Li Chen, Tongqing Zhou, Nong Xiao. PREFER: Point-of-interest REcommendation with efficiency and privacy-preservation via Federated Edge learning. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (UbiComp), 2021. （CCF A）

[5] Ji Qian, Guangfu Zeng, Zhiping Cai, Shuhui Chen, Ningzheng Luo, Haibing Liu. A Survey on Anomaly Detection Techniques in Large-Scale KPI Data, Proceedings of the 9th International Conference on Computer Engineering and Networks, 2021, 767-776.

[6] Pei Zhang, Xinwang Liu, Jian Xiong, Sihang Zhou, Wentao Zhao, En Zhu, Zhiping Cai. Consensus One-step Multi-view Subspace Clustering. Publication date, IEEE Transactions on Knowledge and Data Engineering, 20201218 （CCF A）

[7] Hongjia Wu, Jiao Zhang, Zhiping Cai, Qiang Ni, Tongqing Zhou, Jiaping Yu, Haiwen Chen and Fang Liu. Resolving Multi-task Competition for Constrained Resources in Dispersed Computing: A Bilateral Matching Game, IEEE Internet of Things Journal, 2021. Doi: 10.1109/JIOT.2021.3075673. （中科院一区）

[8] Chen H, Yu J, Zhou H, Zhou T, Liu F, Cai Z. SmartStore: A blockchain and clustering based intelligent edge storage system with fairness and resilience. Int J Intell Syst. 2021;1‐26. https:doi.org10.1002int.22509. （中科院一区）

[9] H. Chen, H. Zhou, J. Yu, K.Wu, F. Liu, T. Zhou, and Z. Cai (2021), Trusted Audit with Untrusted Auditors: A Decentralized Data Integrity Crowdauditing Model Based on Blockchain, International Journal of Intelligent Systems, 2021;00:1–22.

2020

[1] 吴虹佳， 刘芳， 刘斌， 蔡志平. 分散计算: 技术, 应用与挑战, 计算机科学与探索 14 (5), 721-730.

[2] 陈睿龙, 罗磊, 蔡志平, 马文涛. 基于深度学习的实时吸烟检测算法, 计算机科学与探索, 2020, 15 (2), 327-337

[3] 张培, 祝恩, 蔡志平. 单步划分融合多视图子空间聚类算法, 计算机科学与探索, 2020, 1-9.

[4] 郭子菁, 罗玉川, 蔡志平, 郑腾飞. 医疗健康大数据隐私保护综述, 计算机科学与探索, 2020, 15 (3), 389-402.

[5] Tao Yang, Gang Hu, Bingnan Hou, Zhiping Cai, Jing Xia, CC Fong . An alias Resolution Method Based on Delay Sequence Analysis. CMC-COMPUTERS MATERIALS & CONTINUA, 2020, 63 (3), 1433-1443

[6] Jiaping Yu, Haiwen Chen, Kui Wu, Zhiping Cai, Jinhua Cui. A Distributed Storage System for Robust, Privacy-Preserving Surveillance Cameras. ICDCS 2020: 1195-1196

[7] Yeting Guo, Fang Liu, Zhiping Cai, Li Chen, Nong Xiao. FEEL: A Federated Edge Learning System for Efficient and Privacy-Preserving Mobile Healthcare. ICPP 2020: 9:1-9:11

[8] Ye Wang, B Liu, H Wu, S Zhao, Z Cai, D Li, CC Fong, An Opinion Spam Detection Method Based on Multi-Filters Convolutional Neural Network, CMC-COMPUTERS MATERIALS & CONTINUA 65 (1), 355-367 (SCI检索)

[9] W Liang, S Zhou, J Xiong, X Liu, S Wang, E Zhu, Z Cai, X Xu. Multi-View Spectral Clustering with High-Order Optimal Neighborhood Laplacian Matrix, IEEE Transactions on Knowledge and Data Engineering (2020) (CCF A类顶级期刊)

[10] Xiong-lve Li, Zhiping Cai, Bingnan Hou, Ning Liu, Fang Liu, Jieren Cheng. ProbInfer: Probability-based AS path inference from multigraph perspective. Computer Networks 180: 107377 (2020)

[11] Haiwen Chen, Jiaping Yu, Fang Liu, Zhiping Cai, Jing Xia. Archipelago: A Medical Distributed Storage System for Interconnected Health. IEEE Internet Comput. 24(2): 28-38 (2020)

[12] Hongjia Wu, Jiao Zhang, Zhiping Cai, Fang Liu, Yangyang Li, Anfeng Liu. Toward Energy-Aware Caching for Intelligent Connected Vehicles. IEEE Internet Things Journal. 7(9): 8157-8166 (2020)

[13] Xiao Liu, Anfeng Liu, Tian Wang, Kaoru Ota, Mianxiong Dong, Yuxin Liu, Zhiping Cai. Adaptive data and verified message disjoint security routing for gathering big data in energy harvesting networks. Journal of Parallel and Distributed Computing, 2020, 135(4):140-155. (ESI高被引0.1%)

[14] Pei Zhang, Siwei Wang, Jingtao Hu, Zhen Cheng, Xifeng Guo, En Zhu, Zhiping Cai: Adaptive Weighted Graph Fusion Incomplete Multi-View Subspace Clustering. Sensors 20(20): 5755 (2020)

[15] Yeting Guo, Fang Liu, Zhiping Cai, Li Chen, Nong Xiao: FEEL: A Federated Edge Learning System for Efficient and Privacy-Preserving Mobile Healthcare. ICPP 2020: 9:1-9:11

[16] Shan Zhao, Minghao Hu, Zhiping Cai, Fang Liu: Modeling Dense Cross-Modal Interactions for Joint Entity-Relation Extraction. IJCAI 2020: 4032-4038

[17] Guang Yu, Siqi Wang, Zhiping Cai, En Zhu, Chuanfu Xu, Jianping Yin, Marius Kloft: Cloze Test Helps: Effective Video Anomaly Detection via Learning to Complete Video Events. ACM Multimedia 2020: 583-591

[18] Jiao Zhang, Li Zhou, Fuhui Zhou, Boon-Chong Seet, Haijun Zhang, Zhiping Cai, Jibo Wei. Computation-Efficient Offloading and Trajectory Scheduling for Multi-UAV Assisted Mobile Edge Computing. IEEE Transactions on Vehicular Technology. 69(2): 2114-2125 (2020)

[19] Guang Yu, Zhiping Cai, Siqi Wang, Haiwen Chen, Fang Liu, Anfeng Liu. Unsupervised Online Anomaly Detection with Parameter Adaptation for KPI Abrupt Changes. IEEE Transactions on Network and Service Management, 17(3): 1294-1308 (2020).

[20] Haiwen Chen，Jiaping Yu，Fang Liu，Zhiping Cai，Jing Xia. Archipelago: A Medical Distributed Storage System for Interconnected Health. IEEE Internet Computing, 2019, DOI: 10.1109/MIC.2019.2963182

[21] H Chen, G Yu, F Liu, Z Cai, A Liu, S Chen, H Huang, CF Cheang. Unsupervised Anomaly Detection via DBSCAN for KPIs Jitters in Network Managements. CMC-COMPUTERS MATERIALS & CONTINUA 2020, 62 (2), 917-927 .

[22] 郭子菁，罗玉川，蔡志平，郑腾飞. 医疗健康大数据隐私保护综述, 计算机科学与探索, doi: 10.3778/j.issn.1673-9418.200907