ZHU Hanwei (诸汉炜)
| Research Scientist, Nanyang Technological University (NTU) | |
| Alibaba-NTU Global e-Sustainability CorpLab (ANGEL) Lab | |
| hanwei.zhu [at] ntu.edu.sg | |
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Github Google Scholar CV |
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About Me
I am currently a Research Scientist in the Alibaba-NTU Global e-Sustainability CorpLab (ANGEL) at Nanyang Technological University (NTU), working with Prof. Weisi Lin. My current research interests focus on green and energy-efficient AI technologies that prioritize sustainable ecosystems and lifestyles.
My general research interests lie in:
- Computer Vision: Image Quality Assessment, Video Quality Assessment
- Computational Photography: Low-light Image Enhancement, High Dynamic Range Imaging
- Generative Model: Large Multimodal Model, Diffusion Model
- Green AI: Coreset Selection, Model Compression
I am always looking for opportunities to collaborate with researchers in related fields. Please feel free to contact me if you are interested in my research.
News
- [Dec 2024]: A paper on AIGC evaluation was accepted by AAAI.
- [Dec 2024]: I passed my Ph.D. thesis defense! Cheers 🎉🎉
- [Sept 2024]: Compare2Score was accepted by NeurIPS'24 as a Spotlight! 🎉🎉
- [Sept 2024]: A paper on full-reference image quality assessment (DMM) was accepted by TMM.
- [Aug 2024]: A paper on deep shape–texture statistics for opinion-unaware BIQA (DSTS) was accepted by TOMM.
- [Aug 2024]: Co-Instruct was selected for an Oral presentation! 🎉🎉
- [Jul 2024]: Our paper on 2AFC prompting of LMMs for IQA (2AFC-LMM) was accepted by TCSVT.
- [Jul 2024]: Two papers (Co-Instruct and UDU-Net) were accepted by ECCV.
- [Jun 2024]: ⭐ ⭐ ⭐ Built this homepage! ⭐ ⭐ ⭐
- [May 2024]: Compare2Score is now available on ArXiv!
- [May 2024]: A paper on low-light video enhancement was accepted by IJCV.
- [Apr 2024]: A paper on image quality assessment was accepted by TIP.
- [Feb 2024]: A paper on video quality assessment was accepted by TCSVT.
Publications
- [Highlight]
- [Full List]
- [Google Scholar]
- ( * equal contribution.)
Preprint Papers
Conference Papers
Journal Papers
Education
| Dec. 2020 - Jan. 2025 | Ph.D. in Computer Science, City University of Hong Kong, supervised by Prof. Shiqi Wang |
| Sep. 2013 - Jun. 2020 | B.E. and M.S., Jiangxi University of Finance and Economics, supervised by Prof. Yuming Fang |
Experiences
| Mar 2024 - Aug 2024 | Research Visitor at Nanyang Technological University, supervised by Prof. Weisi Lin |
Serivices
- Conference Reviewer
- IEEE Conference on Computer Vision and Pattern Recognition (CVPR): 2024, 2025
- IEEE International Conference on Computer Vision (ICCV): 2025
- European Conference on Computer Vision (ECCV): 2024
- Neural Information Processing Systems (NeurIPS): 2024
- International Conference on Learning Representations (ICLR): 2024
- International Conference on Machine Learning (ICML): 2025
- ACM International Conference on Multimedia (ACM MM): 2024, 2025
- IEEE International Conference on Multimedia & Expo (ICME): 2021, 2022, 2023, 2024
- IEEE International Conference on Image Processing (ICIP): 2021, 2022, 2023, 2024
- Journal Reviewer
- IEEE Transactions on Image Processing (TIP)
- IEEE Transactions on Multimedia (TMM)
- IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
- IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
- Singal Processing and Image Communication (SPIC)
Awards
- Outstanding Academic Performance Award for Research Degree Students, CityUHK, 2024
- National Scholarship, JUFE, 2017 - 2018
- Top Ten Undergraduate Thesis, JUFE, 2017
Teaching Assistant
- [CS4186 Computer Vision and Image Processing]: Semester B, 2023/24; Semester B, 2020/21
- [CS4487 Machine Learning]: Semester A, 2023/24 (lead TA); Semester A, 2022/23 (lead TA); Semester A, 2021/22
- [CS4386 AI Game Programming]: Semester B, 2022/23
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Credits to Chaofeng Chen for this website's template. |