Publications

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

2026

1. [USENIX Security] What Users Ask, Policies Miss: Unveiling the Gap Between Community-Expressed Privacy Concerns and LLM Provider Policies . 35th USENIX Security Symposium (USENIX Security), 2026: 1707-1726.
2. [WWW] Exploring and Exploiting Security Vulnerabilities in Self-Hosted LLM Services . Proceedings of the ACM Web Conference (WWW), 2026: 2535-2546. (Oral)
3. [ToN] Ling Hu, Zhihuang Liu, Xiaoyi Wang, Xionglve Li, Bingnan Hou, Zhiyuan Jiang, Bo Yu, Zhiping Cai: Comprehensive Measurement of IPv6 Inbound Source Address Validation Deployment via Global Counter Side-Channel . IEEE/ACM Transactions on Networking, 2026.
4. [TIFS] Risk-Aware Privacy Preservation for LLM Inference . IEEE Transactions on Information Forensics and Security, 2026, 21: 2462-2477.
5. [TIP] Xinyi Wu, Cuiqun Chen, Hui Zeng, Zhiping Cai, Mang Ye: FreeStyle: Toward Style-Inclusive Sketch-Based Person Retrieval . IEEE Transactions on Image Processing, 2026: 1977-1992.
6. [TCSVT] Quan Yan, Zhige Chen, Yang Liu, Zhiping Cai: SLIM: High-Throughput Watermarking with Stationary Latent Manifolds . IEEE Transactions on Circuits and Systems for Video Technology, 2026. DOI: 10.1109/TCSVT.2026.3694197.
7. [TCSVT] Zhangdong Wang, Tongqing Zhou, Tengfei Zheng, Jiaohua Qin, Zhiping Cai: Toward Rigorous Protection Against Unauthorized Image Synthesis on Diffusion Models . IEEE Transactions on Circuits and Systems for Video Technology, 2026, 36(9): 13961-13976.
8. [AAAI] Wu W, Shi Y, Cai Z: TOSC: Task-Oriented Shape Completion for Open-World Dexterous Grasp Generation from Partial Point Clouds . Proceedings of the AAAI Conference on Artificial Intelligence, 2026, 40(13): 10781-10789.
9. [IJCAI] Zhen Huang, Zhihuang Liu, Mengxuan Luo, Weishang Wu, Zhiping Cai: Propagating Unsafe Actions in LLM Controlled Multi-Robot Collaboration via Single Robot Compromise . Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), Main Track, 2026: 626-634. DOI: 10.24963/ijcai.2026/71.
10. [ACM MM] Xichen Tan, Guang Yu, Yuanjing Luo, Chang Liu, Siqi Wang, Fang Liu, Zhiping Cai: Scene-Dependent Video Anomaly Detection via Discriminative-Contrastive Learning from Intrinsic Scene Labels . ACM Multimedia, 2026. PDF
11. [ESWA] Xichen Tan, Yuanjing Luo, Yunfan Ye, Guang Yu, Chengyu Wang, Fang Liu, Zhiping Cai: Video Plot Segmentation . Expert Systems with Applications, 2026: 132422. PDF
12. [Comput. Networks] Ling Hu, Yu Pang, Xionglve Li, Bingnan Hou, Zhiyuan Jiang, Zhiping Cai: 6CAI: Efficient Large-Scale IPv6 Cellular Address Identification . Computer Networks, 2026.

2025

1. [IEEE S&P] Liu Z, Hu L, Zhou T, et al: Prevalence Overshadows Concerns? Understanding Chinese Users' Privacy Awareness and Expectations Towards LLM-Based Healthcare Consultation . 2025 IEEE Symposium on Security and Privacy (SP). IEEE, 2025: 2716-2734. PDF
2. [TPAMI] Tu W, Zhou S, Liu X, et al: Wage: Weight-sharing attribute-missing graph autoencoder . IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025. PDF
3. [ICCV] Liu C, Ye Y, Zhang F, et al: HumanSAM: Classifying Human-centric Forgery Videos in Human Spatial, Appearance, and Motion Anomaly . Proceedings of the IEEE/CVF International Conference on Computer Vision. 2025: 14028-14038. PDF
4. [INFOCOM] Yang T, Hu L, Hou B, et al: Pruning as Scanning: Towards Internet-Wide IPv6 Network Periphery Discovery . IEEE INFOCOM 2025-IEEE Conference on Computer Communications. IEEE, 2025: 1-10. PDF
5. [ToN] Yang T, Hou B, Yang Y, et al: 6Seeks: A Global IPv6 Network Periphery Scanning System . IEEE Transactions on Networking, 2025. PDF
6. [TNNLS] Wenxuan Tu, Bin Xiao, Xinwang Liu, Sihang Zhou, Zhiping Cai, Jieren Cheng: Revisiting Initializing Then Refining: An Incomplete and Missing Graph Imputation Network . IEEE Trans. Neural Networks Learn. Syst. 36(2): 3244-3257 (2025) PDF
7. [TCSVT] Zhou Q, Ye Y, Liu Z, et al: Non-local Guided Neural Fields for 4D CT Reconstruction . IEEE Transactions on Circuits and Systems for Video Technology, 2025. PDF
8. [TCSVT] Wang Z, Liu Z, Luo Y, et al: PPIDM: Privacy-Preserving Inference for Diffusion Model in the Cloud . IEEE Transactions on Circuits and Systems for Video Technology, 2025. PDF
9. [TSC] Wu H, Zeng H, Xiong Z, et al: Metatrading: An immersion-aware model trading framework for vehicular metaverse services . IEEE Transactions on Services Computing, 2025. PDF
10. [IoT-J] Yu J, Wu H, Zhou T, et al: CityTrac: Precise Camera Selection and Movement Prediction for Object Tracking in Hyper-scale Public Security Camera Network . IEEE Internet of Things Journal, 2025. PDF
11. [TBD] Hu L, Zhou T, Liu Z, et al: Split Learning on Segmented Healthcare Data . IEEE Transactions on Big Data, 2025. PDF
12. [AAAI] Tan X, Luo Y, Ye Y, et al: ALLVB: All-in-One Long Video Understanding Benchmark . Proceedings of the AAAI Conference on Artificial Intelligence. 2025, 39(7): 7211-7219. PDF
13. [AAAI] Zhou Q, Ye Y, Cai Z: Spatiotemporal-Aware Neural Fields for Dynamic CT Reconstruction . Proceedings of the AAAI Conference on Artificial Intelligence. 2025, 39(10): 10834-10842. PDF
14. [PACMMOD] Wang C, Zhou T, Chen L, et al: ISSD: Indicator Selection for Time Series State Detection . Proceedings of the ACM on Management of Data, 2025, 3(1): 1-25. PDF
15. [DMKD] Yan Q, Luo Y, Wang Z, et al: Spatiotemporal attention-based real-time video watermarking . Data Mining and Knowledge Discovery, 2025, 39(5): 62. PDF
16. [JPDC] Hui Zeng, Tongqing Zhou, Yeting Guo, Zhiping Cai, Fang Liu: Towards value-sensitive and poisoning-proof model aggregation for federated learning on heterogeneous data . J. Parallel Distributed Comput. 196: 104994 (2025) PDF
17. [AsiaCCS] Jiaping Y, Shang G, Rui S, et al: Mining Attack with Zero Knowledge in the Blockchain . Proceedings of the 20th ACM Asia Conference on Computer and Communications Security. 2025: 890-905. PDF
18. [IWQoS] Hu L, Pang Y, Hou B, et al: 6CNIS: An Efficient IPv6 Cellular Network Identification System . 2025 IEEE/ACM 33rd International Symposium on Quality of Service (IWQoS). IEEE, 2025: 1-2. PDF
19. [IWQoS] Hu L, Yang T, Pang Y, et al: Grey Rhino Warning: IPv6 is Becoming Fertile Ground for Reflection Amplification Attacks . 2025 IEEE/ACM 33rd International Symposium on Quality of Service (IWQoS), 2025: 1-6. DOI: 10.1109/IWQoS65803.2025.11143345. PDF
20. [ICME] Xinyi Wu, Cuiqun Chen, Hui Zeng, Zhiping Cai, Bo Du, Mang Ye: Interactive Sketch-Based Person Re-Identification with Text Feedback . IEEE International Conference on Multimedia and Expo (ICME), 2025.
21. [Comput. J.] Luo Y, Tan X, Qin J, et al: BlkInfoM: versatile blockchain-based mapping mechanism for secure information transmission . The Computer Journal, 2025, 68(12): 1967-1979. PDF
22. [CMC] Zhou Q, Lu G, Ye Y, et al: DeblurTomo: Self-Supervised Computed Tomography Reconstruction from Blurry Images . Computers, Materials & Continua, 2025, 84(2). PDF
23. [CMC] Liu P, Zhou T, Lu G, et al: Division in Unity: Towards Efficient and Privacy-Preserving Learning of Healthcare Data . Computers, Materials and Continua, 2025, 85(2): 2913-2934. PDF
24. [CMC] Huang M, Ye Y, Cai Z. PIDINet-MC: Real-Time Multi-Class Edge Detection with PiDiNet . Computers, Materials and Continua, 2025, 86(2): 1-17. PDF
25. [CES] HUANG F, YANG Y, YU B, et al: A large-scale scan of IPv6 IP-ID . Computer Engineering & Science, 2025, 47(8): 1391. PDF
26. [ICMLCN] Xia G, Chen J, Huang X, et al: APRA-DP: Differential Privacy based Adaptive Privacy Preserving Robust Aggregation Method for Federated Learning . 2025 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN). IEEE, 2025: 1-7. PDF
27. [arXiv] Tan X, Ye Y, Luo Y, et al: RAG-Adapter: A Plug-and-Play RAG-enhanced Framework for Long Video Understanding . arXiv preprint arXiv:2503.08576, 2025. PDF

2024

1. [INFOCOM] Tao Yang, Zhiping Cai: Efficient IPv6 Router Interface Discovery . INFOCOM 2024: 1641-1650 PDF
2. [TNNLS] Wenxuan Tu, Shaohua Kevin Zhou, Xinwang Liu, Chunpeng Ge, Zhiping Cai, Yue Liu: Hierarchically Contrastive Hard Sample Mining for Graph Self-Supervised Pretraining . IEEE Trans. Neural Networks Learn. Syst. 35(11): 16748-16761 (2024) PDF
3. [TNNLS] Wentao Ma, Qingchao Chen, Fang Liu, Tongqing Zhou, Zhiping Cai: Query-Adaptive Late Fusion for Hierarchical Fine-Grained Video-Text Retrieval . IEEE Trans. Neural Networks Learn. Syst. 35(5): 7150-7161 (2024) PDF
4. [TNNLS] Yunfan Ye, Renjiao Yi, Zhiping Cai, Kai Xu: STEdge: Self-Training Edge Detection With Multilayer Teaching and Regularization . IEEE Trans. Neural Networks Learn. Syst. 35(11): 16222-16232 (2024) PDF
5. [TKDE] Wenxuan Tu, Qing Liao, Sihang Zhou, Xin Peng, Chuan Ma, Zhe Liu, Xinwang Liu, Zhiping Cai, Kunlun He: RARE: Robust Masked Graph Autoencoder . IEEE Trans. Knowl. Data Eng. 36(10): 5340-5353 (2024) PDF
6. [TIFS] Zhihuang Liu, Ling Hu, Zhiping Cai, Ximeng Liu, Yanhua Liu: SeCoSe: Toward Searchable and Communicable Healthcare Service Seeking in Flexible and Secure EHR Sharing . IEEE Trans. Inf. Forensics Secur. 19: 4999-5014 (2024) PDF
7. [TMM] Wentao Ma, Xinyi Wu, Shan Zhao, Tongqing Zhou, Dan Guo, Lichuan Gu, Zhiping Cai, Meng Wang: FedSH: Towards Privacy-Preserving Text-Based Person Re-Identification . IEEE Trans. Multim. 26: 5065-5077 (2024) PDF
8. [TCSVT] Yuanjing Luo, Tongqing Zhou, Shenglan Cui, Yunfan Ye, Fang Liu, Zhiping Cai: Fixing the Double Agent Vulnerability of Deep Watermarking: A Patch-Level Solution Against Artwork Plagiarism . IEEE Trans. Circuits Syst. Video Technol. 34(3): 1670-1683 (2024) PDF
9. [AAAI] Wenxuan Tu, Renxiang Guan, Sihang Zhou, Chuan Ma, Xin Peng, Zhiping Cai, Zhe Liu, Jieren Cheng, Xinwang Liu: Attribute-Missing Graph Clustering Network . AAAI 2024: 15392-15401
10. [AAAI] Yunfan Ye, Kai Xu, Yuhang Huang, Renjiao Yi, Zhiping Cai: DiffusionEdge: Diffusion Probabilistic Model for Crisp Edge Detection . AAAI 2024: 6675-6683 PDF
11. [AAAI] Xinyi Wu, Wentao Ma, Dan Guo, Tongqing Zhou, Shan Zhao, Zhiping Cai: Text-Based Occluded Person Re-identification via Multi-Granularity Contrastive Consistency Learning . AAAI 2024: 6162-6170
12. [ACM MM] Hui Zeng, Minrui Xu, Tongqing Zhou, Xinyi Wu, Jiawen Kang, Zhiping Cai, Dusit Niyato: One-shot-but-not-degraded Federated Learning . ACM Multimedia 2024: 11070-11079
13. [ISSRE] Yuan Yuan, Tongqing Zhou, Xiuhong Tan, Yongqian Sun, Yuqi Li, Zhixing Li, Zhiping Cai, Tiejun Li: Exploring Hierarchical Patterns for Alert Aggregation in Supercomputers . ISSRE 2024: 25-36 PDF
14. [FGCS] Yanhua Liu, Zhihuang Liu, Qiu Zhang, Jinshu Su, Zhiping Cai, Xiaoyan Li: Blockchain and trusted reputation assessment-based incentive mechanism for healthcare services . Future Gener. Comput. Syst. 154: 59-71 (2024) PDF
15. [ESWA] Ke Wang, Tongqing Zhou, Menghua Luo, Xionglve Li, Zhiping Cai: Generative adversarial minority enlargement - A local linear over-sampling synthetic method . Expert Syst. Appl. 237(Part C): 121696 (2024) PDF
16. [Comput. J.] Changsheng Hou, Chunbo Jia, Bingnan Hou, Tongqing Zhou, Yingwen Chen, Zhiping Cai: A Sketch Framework for Fast, Accurate and Fine-Grained Analysis of Application Traffic . Comput. J. 67(6): 2039-2053 (2024) PDF
17. [Comput. J.] Yifan Yang, Xionglve Li, Tao Yang, Bingnan Hou, Lingbin Zeng, Zhiping Cai, Wenyuan Kuang: DGA domain embedding with deep metric learning . Comput. J. 67(11): 3094-3104 (2024) PDF
18. [Comput. J.] Changsheng Hou, Bingnan Hou, Xionglve Li, Tongqing Zhou, Yingwen Chen, Zhiping Cai: DRL-Tomo: a deep reinforcement learning-based approach to augmented data generation for network tomography . Comput. J. 67(10): 2995-3008 (2024) PDF
19. [NCTCS] Zhiping Cai, Mingyu Xiao, Jialin Zhang: Theoretical Computer Science - 41st National Conference, NCTCS 2023, Guangzhou, China, July 21-23, 2023, Revised Selected Papers . Communications in Computer and Information Science 1944, Springer 2024, ISBN 978-981-99-7742-0 [contents]
20. [TCSS] Ye Wang, Yingmin Zhou, Mengzhu Wang, Zhenghan Chen, Zhiping Cai, Junyang Chen, Victor C. M. Leung: Multidocument Aspect Classification for Aspect-Based Abstractive Summarization . IEEE Trans. Comput. Soc. Syst. 11(1): 1483-1492 (2024) PDF
21. [ICONIP] Ling Hu, Tongqing Zhou, Zhihuang Liu, Fang Liu, Zhiping Cai: Split Learning on Multi-Source Cross-Streams . International Conference on Neural Information Processing (ICONIP), 2024.
22. [arXiv] Hongjia Wu, Hui Zeng, Zehui Xiong, Jiawen Kang, Zhiping Cai, Tse-Tin Chan, Dusit Niyato, Zhu Han: MetaTrading: An Immersion-Aware Model Trading Framework for Vehicular Metaverse Services . CoRR abs/2410.19665 (2024) PDF

2023

1. [TPAMI] 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) PDF
2. [CVPR] 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 PDF
3. [WWW] Yuanjing Luo, Tongqing Zhou, Fang Liu, Zhiping Cai: IRWArt: Levering Watermarking Performance for Protecting High-quality Artwork Images . WWW 2023: 2340-2348
4. [INFOCOM] Bingnan Hou, Zhiping Cai, Kui Wu, Tao Yang, Tongqing Zhou: Search in the Expanse: Towards Active and Global IPv6 Hitlists . INFOCOM 2023: 1-10 PDF
5. [ToN] 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) PDF
6. [TNNLS] 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) PDF
7. [TNNLS] 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) PDF
8. [TKDE] 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) PDF
9. [TIFS] 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) PDF
10. [TIFS] 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) PDF
11. [TPDS] 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) PDF
12. [TIP] 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) PDF
13. [TCSVT] 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) PDF
14. [IoT-J] 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) PDF
15. [ICDE] 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 PDF
16. [PACMMOD] 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) PDF
17. [ICASSP] Yeting Guo, Fang Liu, Tongqing Zhou, Zhiping Cai, Nong Xiao: Efficient Personalized Federated Learning on Selective Model Training . ICASSP 2023: 1-5 PDF
18. [ICASSP] Jiaping Yu, Tongqing Zhou, Zhiping Cai, Wenyuan Kuang: Tracking Targets in Hyper-Scale Cameras Using Movement Predication . ICASSP 2023: 1-5 PDF
19. [IPM] 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) PDF
20. [IPM] 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) PDF
21. [IPM] 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) PDF
22. [IPM] 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) PDF
23. [Comput. Networks] 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) PDF
24. [ATS] Jinhua Cui, Yiyun Yin, Zhiping Cai, Jiliang Zhang: A Comparison Study of the Compatibility Approaches for SGX Enclaves . ATS 2023: 1-6 PDF
25. [NCTCS] Wencheng Sun, Zhiping Cai, Xiaoyong Chen: Region-SMOTE: A New Over-Sampling Method in Imbalanced Data Sets Learning . NCTCS 2023: 151-160
26. [TCom] 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) PDF
27. [TETC] Yanhua Liu, Zhihuang Liu, Ximeng Liu, Wenzhong Guo: A Web Back-End Database Leakage Incident Reconstruction Framework Over Unlabeled Logs . IEEE Transactions on Emerging Topics in Computing, 2023, 11(1): 237-252.
28. [arXiv] 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) PDF
29. [arXiv] 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) PDF
30. [arXiv] 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) PDF
31. [arXiv] 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) PDF
32. [arXiv] 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) PDF

2022

1. [CCS] Zheng, T., Zhou, T., Liu, Q., Wu, K., & Cai, Z: 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) PDF
2. [CVPR] Yu, G., Wang, S., Cai, Z., Liu, X., Xu, C., & Wu, C: 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) PDF
3. [INFOCOM] 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) PDF
4. [IoT-J] Wu, H., Zeng, H., Zhou, T., Cai, Z., Xiong, Z., Niyato, D., & Han, Z: 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) PDF
5. [IJCAI] Tu, W., Zhou, S., Liu, X., Liu, Y., Cai, Z., Zhu, E., Zhang, C., & Cheng, J: Initializing then refining: A simple graph attribute imputation network . In Proc. IJCAI (pp. 3494-3500). PDF
6. [ACM MM] Liu, Q., Zhou, T., Cai, Z., & Tang, Y: 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) PDF
7. [ICME] Hu, J., Yu, G., Wang, S., Zhu, E., Cai, Z., & Zhu, X.: 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) PDF
8. [SRDS] Zeng, H., Zhou, T., Wu, X., & Cai, Z: 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) PDF
9. [GLOBECOM] Zhou, T., Cai, Z., & Su, J: Discovering Truth in Mobile Crowdsensing with Differential Location Privacy . In GLOBECOM 2022-2022 IEEE Global Communications Conference (pp. 903-908). IEEE.(CCF C会) PDF
10. [KBS] Ma, W., Zhou, T., Qin, J., Zhou, Q., & Cai, Z: Joint-attention feature fusion network and dual-adaptive NMS for object detection . Knowledge-Based Systems, 241, 108213.(CCF C刊) PDF
11. [ESWA] Ma, W., Zhou, T., Qin, J., Xiang, X., Tan, Y., & Cai, Z: A privacy-preserving content-based image retrieval method based on deep learning in cloud computing . Expert Systems with Applications, 203, 117508.(CCF C刊) PDF
12. [Comput. Networks] 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) PDF
13. [Comput. Secur.] 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 PDF
14. [CMC] 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. PDF
15. [JFCST] 赵山, 罗睿, & 蔡志平: 中文命名实体识别综述 . 计算机科学与探索, 16(2), 296. PDF
16. Liu, N., Xia, J., Cai, Z., Yang, T., Hou, B., & Wang, Z: A survey on ipv6 security threats and defense mechanisms . In S. Wang, Q. Liu, & Y. Yin (Eds.), Artificial Intelligence.(CCF A刊)
17. [EMNLP] Wang, Y., Wan, X., & Cai, Z: Guiding Abstractive Dialogue Summarization with Content Planning . In Findings of the Association for Computational Linguistics: EMNLP 2022 (pp. 3408-3413).(CCF B会) PDF
18. [ICA3PP] Wang, C., Yang, T., Cui, J., Li, Y., Zhou, T., & Cai, Z: 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)
19. [ICAIS] Liu, N., Xia, J., Cai, Z., Yang, T., Hou, B., & Wang, Z: 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.
20. [IJIS] Yu, J., Chen, H., Wu, K., Zhou, T., Cai, Z., & Liu, F: EviChain: A scalable blockchain for accountable intelligent surveillance systems . International Journal of Intelligent Systems, 37(2), 1454-1478.(CCF C刊) PDF
21. [IJIS] Guo, Y., Liu, F., Xiao, N., Li, Z., Cai, Z., Tang, G., & Liu, N: PARA: Performability‐aware resource allocation on the edges for cloud‐native services . International Journal of Intelligent Systems, 37(11), 8523-8547.(CCF C刊) PDF
22. [NCTCS] Jiang, Y., Cai, Z., Cai, K., Xia, J., & Yan, L: 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.

2021

1. [TKDE] 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, 2020 12 18 (CCF A) PDF
2. [TSC] 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 PDF
3. [TNSM] 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) PDF
4. [IoT-J] 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) PDF
5. [IoT-J] 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) PDF
6. [CENet] 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.
7. [IJIS] 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.org 10.1002 int.22509. (中科院一区) PDF
8. [IJIS] H. Chen, H. Zhou, J. Yu, K.Wu, F. Liu, T. Zhou, and Z. Cai: Trusted Audit with Untrusted Auditors: A Decentralized Data Integrity Crowdauditing Model Based on Blockchain . International Journal of Intelligent Systems, 2021;00:1–22. PDF
9. [IMWUT] 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) PDF

2020

1. [TKDE] 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)
2. [TNSM] 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).
3. [IoT-J] 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)
4. [IJCAI] Shan Zhao, Minghao Hu, Zhiping Cai, Fang Liu: Modeling Dense Cross-Modal Interactions for Joint Entity-Relation Extraction . IJCAI 2020: 4032-4038
5. [ACM MM] 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
6. [ICDCS] 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. [JPDC] 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%)
8. [ICPP] 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
9. [Comput. Networks] 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)
10. [IEEE Internet Comput.] 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)
11. [IEEE Internet Comput.] 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
12. [CMC] 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
13. [CMC] 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)
14. [CMC] 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 .
15. [Sensors] 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)
16. [JFCST] 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.
17. [JFCST] 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.
18. [JFCST] 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
19. [JFCST] 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.
20. [JFCST] 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
21. [TVT] 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)