Haodi Wang Research Assistant Professor

Research Output

Publications

Bold name marks Haodi Wang. Asterisk marks equal contribution, and dagger marks corresponding author. A full citation list is also available on Google Scholar.

Refereed Journal Articles

  1. J1 Accelerating Zero-Shot NAS with Feature Map-Based Proxy and Operation Scoring Function. T. Jiang, H. Wang†, R. Bie, C. Yuan. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025. IF 18.6Q1Top 1%
  2. J2 An Efficient and Zero-Knowledge Classical Machine Learning Inference Pipeline. H. Wang, R. Bie, T. Hoang. IEEE Transactions on Dependable and Secure Computing, 22(2):1347-1364, 2025. IF 7.5Q1Top 8%
  3. J3 FedEDB: Building a Federated and Encrypted Data Store via Consortium Blockchains. Y. Guo, Y. Xi, H. Wang, M. Wang, C. Wang, X. Jia. IEEE Transactions on Knowledge and Data Engineering, 36(11):6210-6224, 2024. IF 10.4Q1Top 2%
  4. J4 Verifiable Arbitrary Queries with Zero-Knowledge Confidentiality in Decentralized Storage. H. Wang, Y. Guo, R. Bie, X. Jia. IEEE Transactions on Information Forensics and Security, 2023. IF 8.0Q1Top 7%
  5. J5 Enabling High-Quality Machine Learning Model Trading on Blockchain-Based Marketplace. C. Li, H. Wang, Y. Zhao, Y. Xi, E. Xu, S. Wang. Mathematics, 2023. IF 2.3Q1Top 6%
  6. J6 T2L: A Traceable and Trustable Consortium Blockchain for Logistics. M. He, H. Wang, Y. Sun, R. Bie, T. Lan, Q. Song, X. Zeng, M. Pustisek, Z. Qiu. Digital Communications and Networks, 2022. IF 7.5Q1Top 19%
  7. J7 A Deep Learning Network Based End-to-End Image Composition. X. Zhu, H. Wang, Z. Zhang, X. Wu, J. Guo, H. Wu. Signal Processing: Image Communication, 2022. IF 2.7Q3
  8. J8 Multi-Scale Semantic Image Inpainting with Residual Learning and GAN. L. Jiao, H. Wu, H. Wang, R. Bie. Neurocomputing, 2019. IF 6.5Q1

Refereed Conference Proceedings

  1. C1 AutoMixer: Automated Multi-Scale Mixing for Time Series Forecasting Based on Neural Architecture Search. J. Yang*, H. Wang*, T. Jiang, M. Zhang, R. Bie. International Joint Conference on Neural Networks, 2026. CCF C
  2. C2 zkNAS: Secure and Efficient Outsourced Neural Architecture Search with Zero-Cost Proxies. H. Wang, D. Zhang, T. Jiang, D. Wang, F. Guo, J. Wang, Y. Guo. International Conference on Database Systems for Advanced Applications, 2026. CCF B
  3. C3 Zero-Knowledge AI Inference with High Precision. A. Riasi, H. Wang, R. Behnia, V. Vo, T. Hoang. ACM SIGSAC Conference on Computer and Communications Security, 2025. CityU A+CCF ACORE A*~14%
  4. C4 FedART: Enhancing Replay in Federated Incremental Learning. Z. Tan, H. Wang, L. Jiao, R. Bie. ACM International Conference on Multimedia in Asia, 2025. CCF C
  5. C5 Mega-CE: A Multimodal Heterogeneous Aggregation Framework for End-Edge-Cloud Computing. Z. Cheng, H. Wang, R. Bie. Asian Conference on Machine Learning, 2025. CCF C23.1%
  6. C6 Label Noise Correction for Federated Learning: A Secure, Efficient and Reliable Realization. H. Wang, T. Jiang, Y. Guo, F. Guo, R. Bie, X. Jia. IEEE International Conference on Data Engineering, 2024. CityU ACCF ACORE A*25.4%
  7. C7 New Indicators and Optimizations for Zero-Shot NAS Based on Feature Maps. T. Jiang, H. Wang, R. Bie, L. Jiao. International Conference on Knowledge Science, Engineering and Management, 2024. CCF C32.3%
  8. C8 MeCo: Zero-Shot NAS with One Data and Single Forward Pass via Minimum Eigenvalue of Correlation. T. Jiang*, H. Wang*, R. Bie. Advances in Neural Information Processing Systems, 2023. CityU ACCF ACORE A*Spotlight ~3.0%
  9. C9 ezDPS: An Efficient and Zero-Knowledge Machine Learning Inference Pipeline. H. Wang, T. Hoang. Proceedings on Privacy Enhancing Technologies / PETS, 2023. CORE A22%
  10. C10 ZKCPlus: Optimized Fair-Exchange Protocol Supporting Practical and Flexible Data Exchange. Y. Li, C. Ye, Y. Hu, I. Morpheus, Y. Guo, C. Zhang, Y. Zhang, Z. Sun, Y. Lu, H. Wang. ACM SIGSAC Conference on Computer and Communications Security, 2021. CityU A+CCF ACORE A*22.3%
  11. C11 TIMS: A Secure Testing-Machine Information Management System. H. Wang, D. An, X. Zhu, X. Yang, R. Bie. Procedia Computer Science, 2021.
  12. C12 Semantic Inpainting with Multi-Dimensional Adversarial Network and Wasserstein Distance. H. Wang, L. Jiao, R. Bie, H. Wu. Chinese Conference on Pattern Recognition and Computer Vision, 2020. CCF C39.3%
  13. C13 New Inpainting Algorithm Based on Simplified Context Encoders and Multi-Scale Adversarial Network. H. Wang, L. Jiao, H. Wu, R. Bie. Procedia Computer Science, 2019.
  14. C14 The Establishment and Optimization of Airport Security Check Process Model. H. Wang, K. Liu, Z. Qi, J. Guo. Youth Academic Annual Conference of Chinese Association of Automation, 2017.