Prof. Xiaohua JIA, 賈小華

Research output

Research output per year 1990 2005 2006 2014 2015 2016 2017 2018 2019 2022 2023 2024 2025

• 324 RGC 21 - Publication in refereed journal
• 239 RGC 32 - Refereed conference paper (with host publication)
• 24 Editorial Preface
• 9 RGC 22 - Publication in policy or professional journal
• 24 More
  • 6 RGC 12 - Chapter in an edited book (Author)
  • 6 Foreword/preface/postscript
  • 3 Chapter in research book/monograph/textbook (Author)
  • 3 RGC 32 - Refereed conference paper (without host publication)
  • 1 RGC 11 - Research book or monograph (Author)
  • 1 RGC 62 - Review of books or of software (or similar publications/items)
  • 1 Comment/debate
  • 1 Letter
  • 1 RGC 51 - Patents (CityUHK)
  • 1 Preprint

Research output per year

Research output per year

Search results

• 2025

  Access-Pattern Hiding Search over Encrypted Databases by Using Distributed Point Functions

  Xie, H., Guo, Y., Miao, Y. & Jia, X., Mar 2025, In: IEEE Transactions on Computers. 74, 3, p. 1066-1078 13 p.

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Function Point 100%
  • Access Pattern 100%
  • Searchable Symmetric Encryption Scheme 100%
  • Encrypted Database 100%
  • Database Systems 33%
  3 Citations (Scopus)

• Approximation Algorithm and Applications for Connected Submodular Function Maximization Problems

  Wang, Z., Li, J., Xue, H., Xu, W., Liang, W., Xu, Z., Peng, J., Zhou, P., Jia, X. & Das, S. K., Feb 2025, In: IEEE/ACM Transactions on Networking. 33, 1, p. 241-254 14 p.

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Approximation Algorithms 100%
  • Unmanned Aerial Vehicle 100%
  • Best Approximation 100%
  • Approximation Ratio 66%
  • Upper Bound 50%

• Link/Switch Fault-Tolerant Hamiltonian Path Embedding in BCube Networks for Deadlock-Free Routing

  Lin, W., Li, X.-Y., Chang, J.-M., Xiang, D. & Jia, X., 24 Mar 2025, (Online published) In: IEEE Transactions on Dependable and Secure Computing.

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Deadlock 100%
  • Fault Tolerant 100%
  • Hamiltonian Path 100%
  • fault-tolerance 66%
  • Routing Algorithm 33%

• Multi-Scale Feature Attention Fusion for Image Splicing Forgery Detection

  LIANG, E., ZHANG, K., HUA, Z. & JIA, X., Jan 2025, In: ACM Transactions on Multimedia Computing, Communications and Applications. 21, 1, 18.

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Splicing Forgery Detection 100%
  • Contextual Information 33%
  • Image Processing 33%
  • Rapid Development 33%
  • Optimal Performance 33%
  2 Citations (Scopus)

• Private Sample Alignment for Vertical Federated Learning: An Efficient and Reliable Realization

  Xi, Y., Guo, Y., Xu, S., Cai, C. & Jia, X., 2025, In: IEEE Transactions on Information Forensics and Security. 20, p. 3834-3848

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Federated Learning 100%
  • Realization 100%
  • Multiple Client 33%
  • Evaluation Result 16%
  • Security Analysis 16%

• Profit Maximization of Delay-Sensitive, Differential Accuracy Inference Services in Mobile Edge Computing

  Zhang, Y., Liang, W., Xu, Z., Jia, X. & Yang, Y., 7 Feb 2025, (Online published) In: IEEE Transactions on Mobile Computing.

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Profit Maximization 100%
  • Service Request 100%
  • Multi-Access Edge Computing 100%
  • Linear Program 25%
  • Randomized Algorithm 25%

• The Hidden Dimensions of LLM Alignment: A Multi-Dimensional Analysis of Orthogonal Safety Directions

  Pan, W., Liu, Z., Chen, Q., Zhou, X., Yu, H. & Jia, X., 22 May 2025, International Conference on Machine Learning (ICML).

  Research output: Working Papers › Preprint

  • Dimensional Analysis 100%
  • Space Vector 100%
  • Safety Feature 100%
  • Large Language Model 100%

• Towards Collaborative and Latency-Aware Microservice Migration in Mobile Edge Computing

  Zeng, L. (Co-first Author), Zhang, C. (Co-first Author), Wang, Z., Du, H. & Jia, X., 8 Apr 2025, (Online published) In: IEEE Internet of Things Journal. 15 p.

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Microservice 100%
  • Multi-Access Edge Computing 100%
  • Edge Server 83%
  • Directed Acyclic Graph 66%
  • Experimental Result 16%

• TransCMFD: An adaptive transformer for copy-move forgery detection

  Liang, E., Zhang, K., Hua, Z., Li, Y. & Jia, X., 14 Jul 2025, In: Neurocomputing. 638, 130110.

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Copy-Move Forgery Detection 100%
  • Copy Move Forgery 66%
  • local feature 33%
  • Global Feature 33%
  • Noise Addition 33%
• 2024

  A Debiased Graph Clustering Approach Using Dual Contrastive Learning

  Gao, K., Chen, M., Liu, C., Xue, S., Qiu, Z., Ren, T., Jia, X. & Hu, W., 2024, Proceedings - 2024 IEEE International Conference on Web Services (IEEE ICWS 2024). IEEE, p. 1198-1205 (Proceedings of the IEEE International Conference on Web Services, ICWS).

  Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

  • clustering approach 100%
  • Contrastive Learning 100%
  • False Negative 60%
  • Learning Approach 20%
  • Clustering Algorithm 20%

• A Family of General Architectures Toward Interconnection Networks and Data Center Networks

  Liu, X., Fan, J., Cheng, B., Wang, Y., Yin, B. & Jia, X., Oct 2024, In: IEEE/ACM Transactions on Networking. 32, 5, p. 4099-4113

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Data Center 100%
  • Interconnection Network 100%
  • Searching Algorithm 66%
  • Network Architecture 33%
  • Network Performance 33%
  3 Citations (Scopus)

• An AI-based Control System for Industrial Process Optimization​

  LI, L. (Inventor), KUO, W. (Inventor), JIA, X. (Inventor), HE, X. (Inventor), Fu (Inventor) & Gong (Inventor), 12 Dec 2024, (Accepted/In press/Filed) Priority No. 63/733,424

  Research output: Patents, Agreements and Assignments › RGC 51 - Patents (CityUHK)

• Approximation Algorithm for Connected Submodular Function Maximization Problems

  Xu, W., Xue, H., Li, J., Liang, W., Xu, Z., Zhou, P., Jia, X. & Das, S. K., 2024, Proceedings - 2024 IEEE 44th International Conference on Distributed Computing Systems, ICDCS 2024. IEEE, p. 1108-1118 (Proceedings - International Conference on Distributed Computing Systems).

  Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

  • Approximation Algorithms 100%
  • Unmanned Aerial Vehicle 100%
  • Best Approximation 100%
  • Approximation Ratio 80%
  • Upper Bound 50%

• Budget-Constrained Digital Twin Synchronization and Its Application on Fidelity-Aware Queries in Edge Computing

  Li, Y., Liang, W., Xu, Z., Xu, W. & Jia, X., 6 Sept 2024, (Online published) In: IEEE Transactions on Mobile Computing.

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Edge Computing 100%
  • Digital Twin 100%
  • Multi-Access Edge Computing 27%
  • Minimization Problem 18%
  • Internet-Of-Things 18%
  2 Citations (Scopus)

• Collateral-Efficient Instant Contingent Payments: The Promise of a Hardware-Driven Off-Chain Payment System

  Zhou, A., Du, Y. & Jia, X., 2024, Tools for Design, Implementation and Verification of Emerging Information Technologies: 18th EAI International Conference, TRIDENTCOM 2023, Nanjing, China, November 11-13, 2023, Proceedings. Liu, J., Xu, L. & Huang, X. (eds.). Cham: Springer , p. 21-37 (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering; vol. 523).

  Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

  • Blockchain 100%
  • Computer Hardware 100%
  • High Throughput 33%
  • Transaction Processing 33%
  • Processing Capability 33%

• Construction algorithms of fault-tolerant paths and disjoint paths in k-ary n-cube networks

  Lv, M., Fan, J., Cheng, B., Yu, J. & Jia, X., Jan 2024, In: Journal of Parallel and Distributed Computing. 183, 104761.

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Fault Tolerant 100%
  • Communication Delay 100%
  • Construction Algorithm 100%
  • Information Loss 50%
  • Path Algorithm 50%
  6 Citations (Scopus)

• Contrastive Preference Learning for Neural Machine Translation

  He, J., Sun, S., Peng, S., Xu, J., Jia, X. & Li, W., Jun 2024, Findings of the Association for Computational Linguistics: NAACL 2024 - Findings: NAACL 2024. Duh, K., Gomez, H. & Bethard, S. (eds.). Association for Computational Linguistics, p. 2724-2735 (Findings of the Association for Computational Linguistics: NAACL - Findings).

  Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

  Open Access

  File

  • Machine Translation 100%
  • Preference Learning 100%
  • Preference Model 66%
  • Indicator Function 66%
  • Pre-Trained Model 66%
  36 Downloads (CityUHK Scholars)

• Cost Minimization of Digital Twin Placements in Mobile Edge Computing

  ZHANG, Y., LIANG, W., XU, W., XU, Z. & JIA, X., May 2024, In: ACM Transactions on Sensor Networks. 20, 3, 74.

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Multi-Access Edge Computing 100%
  • Digital Twin 100%
  • Internet of Things Device 13%
  • Approximation Algorithms 6%
  • Scheduling Algorithm 6%
  9 Citations (Scopus)

• Cross-user Leakage Mitigation for Authorized Multi-user Encrypted Data Sharing

  Wang, M., Chen, Z., Miao, Y., Huang, H., Wang, C. & Jia, X., 2024, In: IEEE Transactions on Information Forensics and Security. 19, p. 1213-1226

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Encrypted Data 100%
  • Data Sharing 100%
  • Bloom Filter 66%
  • Security Analysis 33%
  • Privacy Concern 33%
  2 Citations (Scopus)

• Digital Twin-Enabled Service Provisioning in Edge Computing via Continual Learning

  Li, J., Guo, S., Liang, W., Wang, J., Chen, Q., Zeng, Y., Ye, B. & Jia, X., Jun 2024, In: IEEE Transactions on Mobile Computing. 23, 6, p. 7335-7350

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Synchronization Problem 100%
  • Edge Computing 100%
  • Digital Twin 100%
  • Continual Learning 100%
  • Synchronism 100%
  18 Citations (Scopus)

• eGrass: An Encrypted Attributed Subgraph Matching System with Malicious Security

  Wang, S., Zheng, Y., Jia, X. & Wang, C., 2024, In: IEEE Transactions on Information Forensics and Security. 19, p. 5999-6014

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Subgraphs 100%
  • Graph Analytics 28%
  • Application Domain 14%
  • Social Network Analysis 14%
  • Enabling System 14%
  2 Citations (Scopus)

• Enabling Transparent Deduplication and Auditing for Encrypted Data in Cloud

  Song, M., Hua, Z., Zheng, Y., Xiang, T. & Jia, X., Jul 2024, In: IEEE Transactions on Dependable and Secure Computing. 21, 4, p. 3545-3561 17 p.

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Encrypted Data 100%
  • deduplication 100%
  • Comparison Result 25%
  • Data Integrity 25%
  • Cloud Storage 25%
  2 Citations (Scopus)

• F²Key: Dynamically Converting Your Face into a Private Key Based on COTS Headphones for Reliable Voice Interaction

  Duan, D., Sun, Z., Ni, T., Li, S., Jia, X., Xu, W. & Li, T., 2024, MOBISYS ’24 - Proceedings of the 2024 The 22nd Annual International Conference on Mobile Systems, Applications and Services. New York, NY: Association for Computing Machinery, p. 127-140 14 p.

  Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

  • Generative Model 100%
  • Channel Impulse Response 100%
  • Authentication System 50%
  • Commercial off the Shelf 50%
  • Mapping Relationship 50%
  7 Citations (Scopus)

• FedEDB: Building a Federated and Encrypted Data Store Via Consortium Blockchains

  Guo, Y., Xi, Y., Wang, H., Wang, M., Wang, C. & Jia, X., Nov 2024, In: IEEE Transactions on Knowledge and Data Engineering. 36, 11, p. 6210-6224

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Encrypted Data 100%
  • Data Sharing 100%
  • Data-Stores 100%
  • Blockchain 100%
  • Consortium Blockchain 100%
  5 Citations (Scopus)

• GraphGuard: Private Time-Constrained Pattern Detection Over Streaming Graphs in the Cloud

  Wang, S., Zheng, Y. & Jia, X., Aug 2024, Proceedings of the 33rd USENIX Security Symposium. USENIX Association, p. 3495-3512 (Proceedings of the USENIX Security Symposium).

  Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

  Open Access

  • Pattern Detection 100%
  • Subgraphs 33%
  • Evaluation Result 33%
  • Secret Sharing 33%
  • Fraud Detection 33%

• Guest Editorial Special Issue on Recent Advances of Security, Privacy, and Trust in Mobile Crowdsourcing

  YANG, K., LU, R., MAHMOUD, M. M. E. A. & JIA, X., 15 Jan 2024, In: IEEE Internet of Things Journal. 11, 2, p. 1784-1787

  Research output: Journal Publications and Reviews › Editorial Preface
  2 Citations (Scopus)

• Intellectual Property Protection of Diffusion Models via the Watermark Diffusion Process

  Peng, S., Chen, Y., Wang, C. & Jia, X., 2024, Web Information Systems Engineering – WISE 2024: 25th International Conference, Proceedings, Part II. Barhamgi, M., Wang, H. & Wang, X. (eds.). 1 ed. Springer Singapore, p. 290-305 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15437 LNCS).

  Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

  • Diffusion Model 100%
  • Diffusion Process 100%
  • Watermarking 40%
  • Watermarking Method 20%
  • watermark embedding 20%
  1 Citation (Scopus)

• Label Noise Correction for Federated Learning: A Secure, Efficient and Reliable Realization

  Wang, H., Jiang, T., Guo, Y., Guo, F., Bie, R. & Jia, X., 2024, Proceedings - 2024 IEEE 40th International Conference on Data Engineering (ICDE 2024). IEEE, p. 3600-3612 (Proceedings - International Conference on Data Engineering).

  Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

  • Federated Learning 100%
  • Knowledge Proof 66%
  • Building-Blocks 33%
  • Privacy Preserving 33%
  • Baseline Approach 33%
  1 Citation (Scopus)

• LMLoRa: Enhancing Link Performance for Mobile LoRa Networks

  Chen, C., Xu, Z., Jia, X., Lin, J., Xiong, R., Shen, D., Dong, X. & Luo, J., Oct 2024, 2024 IEEE 32nd International Conference on Network Protocols (ICNP). IEEE, (Proceedings - International Conference on Network Protocols, ICNP).

  Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

  • Link Performance 100%
  • Packet Content 40%
  • Allocation Policy 20%
  • Energy Efficient 20%
  • Communication Overhead 20%

• LSDedup: Layered Secure Deduplication for Cloud Storage

  Song, M., Hua, Z., Zheng, Y., Huang, H. & Jia, X., Feb 2024, In: IEEE Transactions on Computers. 73, 2, p. 422-435 14 p.

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Cloud Storage 100%
  • deduplication 100%
  • security level 50%
  • Encrypted Data 50%
  • Cloud Service Provider 50%
  10 Citations (Scopus)

• Machine Unlearning: Solutions and Challenges

  Xu, J., Wu, Z., Wang, C. & Jia, X., Jun 2024, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 8, 3, p. 2150-2168 19 p.

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  Open Access

  File

  • Machine Learning 100%
  • Learning System 100%
  • Future Direction 50%
  • Performance Degradation 50%
  • Privacy Breach 50%
  28 Citations (Scopus)

  237 Downloads (CityUHK Scholars)

• Maximizing Network Throughput in Heterogeneous UAV Networks

  Li, S., Li, J., Xiang, C., Xu, W., Peng, J., Wang, Z., Liang, W., Yao, X., Jia, X. & Das, S. K., Jun 2024, In: IEEE/ACM Transactions on Networking. 32, 3, p. 2128-2142

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Unmanned Aerial Vehicle 100%
  • Approximation Algorithms 16%
  • Experimental Result 8%
  • Communication Service 8%
  • Positive Integer 8%
  11 Citations (Scopus)

• Mitigating Backdoor Attacks in Pre-trained Encoders via Self-supervised Knowledge Distillation

  Bie, R., Jiang, J., Xie, H., Guo, Y., Miao, Y. & Jia, X., Sept 2024, In: IEEE Transactions on Services Computing. 17, 5, p. 2613-2625 13 p.

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Knowledge Distillation 100%
  • Backdoors 100%
  • Coder 100%
  • Self-Supervised Learning 66%
  • Feature Extraction 33%
  2 Citations (Scopus)

• MI-VFDNN: An Efficient Vertical Federated Deep Neural Network with Multi-layer Interaction

  Sun, X., Yu, H., Liu, Z. & Jia, X., 2024, In: IEEE Transactions on Information Forensics and Security. 19, p. 7435-7448

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Deep Neural Network 100%
  • Federated Learning 100%
  • Neural Network 25%
  • Structure Model 25%
  • Dimensionality Reduction 25%

• Mobility-Aware Service Provisioning in Edge Computing via Digital Twin Replica Placements

  Zhang, Y., Liang, W., Xu, Z. & Jia, X., Dec 2024, In: IEEE Transactions on Mobile Computing. 23, 12, p. 11295-11311

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Edge Computing 100%
  • Digital Twin 100%
  • Multi-Access Edge Computing 22%
  • Optimization Problem 11%
  • Randomized Algorithm 11%
  15 Citations (Scopus)

• Mobility-Aware Utility Maximization in Digital Twin-Enabled Serverless Edge Computing

  Li, J., Guo, S., Liang, W., Wang, J., Chen, Q., Xu, W., Wei, K. & Jia, X., Jul 2024, In: IEEE Transactions on Computers. 73, 3, p. 1837-1851

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Utility Maximization 100%
  • Edge Computing 100%
  • Digital Twin 100%
  • on-line algorithm 15%
  • Cloudlet 15%
  8 Citations (Scopus)

• Multiple Service Model Refreshments in Digital Twin-Empowered Edge Computing

  Liang, X., Liang, W., Xu, Z., Zhang, Y. & Jia, X., Sept 2024, In: IEEE Transactions on Services Computing. 17, 5, p. 2672-2686

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Multiple Service 100%
  • Edge Computing 100%
  • Service Model 100%
  • Digital Twin 100%
  • Mobile Edge Computing 100%
  8 Citations (Scopus)

• Nemesis: Combating Abusive Information in Encrypted Messaging with Private Reporting

  Lian, R., Ming, Y., Cai, C., Zheng, Y., Wang, C. & Jia, X., 2024, Computer Security – ESORICS 2024 - 29th European Symposium on Research in Computer Security, Proceedings. Garcia-Alfaro, J., Kozik, R., Choraś, M. & Katsikas, S. (eds.). Springer, Cham, Vol. Part II. p. 247-267 (Lecture Notes in Computer Science; vol. 14983).

  Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

  • Messaging Service 100%
  • Evaluation Result 20%
  • Cryptographic Technique 20%
  • Plaintext Message 20%
  • Misinformation 20%

• Novel Reliability Indicators From the Perspective of Data Center Networks

  Zhuang, H., Li, X.-Y., Lin, C.-K., Liu, X. & Jia, X., 9 May 2024, (Online published) In: IEEE Transactions on Reliability.

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • fault-tolerance 100%
  • Data Center 100%
  • Fits and Tolerances 100%
  • Reliability Indicator 100%
  • Structural Feature 50%

• Optimal Compression for Encrypted Key-Value Store in Cloud Systems

  Zhang, C., Xie, Q., Wang, M., Guo, Y. & Jia, X., Mar 2024, In: IEEE Transactions on Computers. 73, 3, p. 928-941

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Storage System 100%
  • cloud system 100%
  • Privacy Preserving 50%
  • Systems Performance 25%
  • Performance Evaluation 25%
  2 Citations (Scopus)

• Protective Perturbations Against Unauthorized Data Usage in Diffusion-Based Image Generation

  Peng, S., Yang, J., Wang, M., He, J. & Jia, X., Nov 2024, Proceedings - 2024 Twelfth International Conference on Advanced Cloud and Big Data, CBD 2024. IEEE, p. 118-123 (Proceedings - International Conference on Advanced Cloud and Big Data, CBD).

  Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

  • Image Synthesis 100%
  • Customisation 50%
  • Privacy Property 50%
  • Threat Model 50%
  • Adversarial Machine Learning 50%

• PuffChain: A Dynamic Scaling Blockchain System with Optimal Effective Throughput

  Xu, J., Peng, S., Wang, C. & Jia, X., May 2024, In: IEEE Transactions on Network Science and Engineering. 11, 3, p. 3199-3212

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Effective Throughput 100%
  • Blockchain 100%
  • World Application 20%
  • Communication Cost 20%
  • Computation Cost 20%
  7 Citations (Scopus)

• Recovery Should Never Deviate from Ground Truth: Mitigating Exposure Bias in Neural Machine Translation

  He, J., Sun, S., Jia, X. & Li, W., Jun 2024, Proceedings of the 25th Annual Conference of the European Association for Machine Translation. Scarton, C., Prescott, C., Bayliss, C., Oakley, C., Wright, J., Wrigley, S., Song, X., Gow-Smith, E., Bawden, R., Sánchez-Cartagena, V. M., Cadwell, P., Lapshinova-Koltunski, E., Cabarrão, V., Chatzitheodorou, K., Nurminen, M., Kanojia, D. & Moniz, H. (eds.). European Association for Machine Translation, Vol. 1: Research And Implementations & Case Studies. p. 68-79 (Proceedings of the Annual Conference of the European Association for Machine Translation, EAMT).

  Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

  Open Access

  File

  • Constrains 100%
  • Loss Function 100%
  • Addressing Method 100%
  • Machine Translation 100%
  • English 100%
  1 Citation (Scopus)

  6 Downloads (CityUHK Scholars)

• REKS: Role-Based Encrypted Keyword Search With Enhanced Access Control for Outsourced Cloud Data

  Miao, Y., Li, F., Jia, X., Wang, H., Liu, X., Choo, K.-K. R. & Deng, R. H., Jul 2024, In: IEEE Transactions on Dependable and Secure Computing. 21, 4, p. 3247-3261

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Access Control 100%
  • Keyword Search 100%
  • Access Permission 28%
  • Access Control Policies 14%
  • Security Analysis 14%
  5 Citations (Scopus)

• Sampling hypergraphs via joint unbiased random walk

  Luo, Q., Xie, Z., Liu, Y., Yu, D., Cheng, X., Lin, X. & Jia, X., Mar 2024, In: World Wide Web. 27, 2, 15.

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Nodes 100%
  • Joints (Structural Components) 100%
  • Hypergraphs 100%
  • Random Walk 100%
  • Simple Random Walk 28%
  5 Citations (Scopus)

• SecDR: Enabling Secure, Efficient, and Accurate Data Recovery for Mobile Crowdsensing

  Zheng, Y., Zhou, M., Wang, S., Huang, H., Jia, X., Yi, X. & Wang, C., Mar 2024, In: IEEE Transactions on Dependable and Secure Computing. 21, 2, p. 789-803 15 p.

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Data Recovery 100%
  • Compressive Sensing 100%
  • Location Privacy 33%
  • Road 25%
  • Sensing Mechanisms 25%
  4 Citations (Scopus)

• SecMdp: Towards Privacy-Preserving Multimodal Deep Learning in End-Edge-Cloud

  Bai, Z., Wang, M., Guo, F., Guo, Y., Cai, C., Bie, R. & Jia, X., 2024, Proceedings - 2024 IEEE 40th International Conference on Data Engineering, ICDE 2024. IEEE Computer Society, p. 1659-1670 (Proceedings - International Conference on Data Engineering).

  Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

  • Privacy Preserving 100%
  • Multimodal Deep Learning 100%
  • Data Model 25%
  • Data Access 25%
  • Learning Technology 25%
  2 Citations (Scopus)

• SimLESS: A Secure Deduplication System Over Similar Data in Cloud Media Sharing

  Song, M., Hua, Z., Zheng, Y., Xiang, T. & Jia, X., 2024, In: IEEE Transactions on Information Forensics and Security. 19, p. 4700-4715

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Media Sharing 100%
  • deduplication 100%
  • Experimental Result 20%
  • Common Practice 20%
  • Distance Threshold 20%
  5 Citations (Scopus)

• Stochastic Optimal Intervention for Robot-Assisted Crowd Evacuation

  Lu, D., Zhang, G. & Jia, X., May 2024, In: IEEE Transactions on Intelligent Transportation Systems. 25, 5, p. 3812-3827

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Simulation Result 100%
  • Point Process 100%
  • Closed Form Solution 100%
  • Stochastic Differential 100%
  • Robot 100%
  4 Citations (Scopus)

• Toward Full Accounting for Leakage Exploitation and Mitigation in Dynamic Encrypted Databases

  Xu, L., Zhou, A., Duan, H., Wang, C., Wang, Q. & Jia, X., Jul 2024, In: IEEE Transactions on Dependable and Secure Computing. 21, 4, p. 1918-1934 17 p.

  Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

  • Encrypted Database 100%
  • Outsourced Data 16%
  • Passive Attack 16%
  • Background Knowledge 16%
  • Comprehensive Examination 16%
  1 Citation (Scopus)