Minheng Ni

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Minheng Ni

E-mail: mhni@stu.hit.edu.cn

Since Aug. 2022, I am a joint Ph.D. student at Harbin Institute of Technology (HIT) supervised by Prof. Wangmeng Zuo and the Hong Kong Polytechnic University (PolyU) supervised by Prof. Lei Zhang. Before that, I received the B.E. degree in computer science and technology at Harbin Institute of Technology in 2022. I also work as a research intern supervised by Prof. Nan Duan at Microsoft Research Asia (MSRA). In Feb 2024, I have been elected as member of student committee of AAAI.

My research interest is Vision and Language.

Selected Publications

Ref-Diff: Zero-shot Referring Image Segmentation with Generative Models
Ni, M., Zhang, Y., Feng, K., Li X., Guo Y., Zuo W.
ArXiv Preprint

ORES: Open-vocabulary Responsible Visual Synthesis
Ni, M., Wu, C., Wang, X., Yin S., Wang L., Liu Z., Duan N.
2024 Proceedings of the AAAI conference on artificial intelligence (AAAI ‘24)

NÜWA-LIP: Language Guided Image Inpainting with Defect-free VQGAN
Ni, M., Li, X., Zuo, W.
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR ‘23)

ImaginaryNet: Learning Object Detectors without Real Images and Annotations.
Ni, M., Huang, Z., Feng, K., Zuo, W.
2023 International Conference on Learning Representations (ICLR ‘23)

M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-training.
Ni, M., Huang, H., Su, L., Cui, E., Bharti T., Wang, L., Zhang, D., Duan, N.
2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR ‘21)

CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP.
Qin, L., Ni, M., Zhang, Y., Che, W.
29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence. (IJCAI ‘20)

Full list in Google Scholar.

Research Services

Committee Service

Journal Reviewer

Conference Reviewer

Selected Honors

2022 HIT Chunhui Innovation Award
2022 HIT Honorable Graduates
2020 China Computer Federation (CCF) National Outstanding Student
2019 National Scholarship