Projects per year
Personal profile
Biography
Dr. Zhihe Lu is an assistant professer at Hamad Bin Khalifa University (HBKU), working on machine learning and computer vision. He has published over 20 technical papers in leading venues, including CVPR, ICCV, ECCV, NeurIPS, ICML, ACM MM, and top journals like IEEE TIP and PR. Before joining HBKU, he was a research fellow at National University of Singapore, working with Prof. Xinchao Wang. He finished the PhD degree at University of Surrey under the supervision of Prof. Tao Xiang and Prof. Yi-Zhe Song and the Master's degree at the Institute of Automation, Chinese Academy of Sciences, supervised by Prof. Ran He and Prof. Zhaoxiang Zhang. He was also fortunate to work/collaborate with Dr. Xiatian Zhu, Prof. Timothy Hospedales, Dr. Da Li, Dr. Sen He and Prof. Shuicheng Yan.
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Projects
- 1 Active
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HBKU-OVPR-TG-03-12: Interactive Multimodal AI for High-precision Medical Diagnosis
Hawasly, M. (Principal Investigator), Gilal, N. U. I. (Principal Investigator), Lu, Z. (Lead Principal Investigator) & Ozer, E. (Principal Investigator)
1/11/25 → 31/10/27
Project: Applied Research
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COLA: Context-Aware Language-Driven Test-Time Adaptation
Zhang, A., Yu, T., Bai, L., Tang, J., Guo, Y., Ruan, Y., Zhou, Y. & Lu, Z., 2025, In: IEEE Transactions on Image Processing. 34, p. 6002-6015 14 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Dual-Path Adversarial Lifting for Domain Shift Correction in Online Test-Time Adaptation
Tang, Y., Chen, S., Lu, Z., Wang, X. & He, Z., 9 Nov 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 342-359 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15125 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Parameter-Efficient and Memory-Efficient Tuning for Vision Transformer: A Disentangled Approach
Zhang, T., Bai, J., Lu, Z., Lian, D., Wang, G., Wang, X. & Xia, S. T., 2025, Computer Vision - Eccv 2024, Pt Xlv. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 15103. p. 346-363 18 p. (Lecture Notes In Computer Science).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Task-to-Instance Prompt Learning for Vision-Language Models at Test Time
Lu, Z., Bai, J., Li, X., Xiao, Z. & Wang, X., 14 Mar 2025, In: IEEE Transactions on Image Processing. 34, p. 1908-1920 13 p.Research output: Contribution to journal › Article › peer-review
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Beyond Sole Strength: Customized Ensembles for Generalized Vision-Language Models
Lu, Z., Bai, J., Li, X., Xiao, Z. & Wang, X., 21 Jul 2024, In: Proceedings of Machine Learning Research. 235, p. 32924-32938 15 p.Research output: Contribution to journal › Conference article › peer-review
4 Citations (Scopus)
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NeurIPS Foundation (Publisher)
Lu, Z. (Reviewer)
29 May 2025 → 6 Aug 2025Activity: Publication peer-review and editorial work › Publication Peer-review
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Association for Computing Machinery (ACM) (Publisher)
Lu, Z. (Reviewer)
15 Apr 2025 → 16 Jun 2025Activity: Publication peer-review and editorial work › Publication Peer-review
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IEEE (Publisher)
Lu, Z. (Reviewer)
27 Mar 2025 → 16 May 2025Activity: Publication peer-review and editorial work › Publication Peer-review
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IEEE Transactions on Image Processing (Journal)
Lu, Z. (Reviewer)
17 Mar 2025 → 8 Apr 2025Activity: Publication peer-review and editorial work › Publication Peer-review
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IEEE Transactions on Image Processing (Journal)
Lu, Z. (Reviewer)
14 Feb 2025 → 12 Mar 2025Activity: Publication peer-review and editorial work › Publication Peer-review