About Me
Hello! I am a Ph.D. student in the Reliable, Efficient, and Autonomous Learning (REAL) Lab, Department of Statistic and Data Science at Northwestern University, under the supervision of Prof. Kaize Ding. I completed my Bachelor of Engineering (B.E.) in Microelectronics from Sun Yat-sen University, under the guidance of Prof. Shanlin Xiao. Additionally, I had the opportunity to work as a research assistant at the Hong Kong University of Science and Technology (HKUST), Guangzhou campus, from 2022 to 2023, where I collaborated closely with Prof. Renjing Xu.
Other than my work, I am a big fan of the Golden State Warriors. My favorite basketball player is Steph Curry. Go Warriors!
Research Interests
I am interested in efficient AI. My current research primarily focus on how to achieve Pareto optimality between model performance and energy consumption. I also have a keen interest in generative AI, such as Diffusion Models and LLMs. I am highly intrigued by the potential crossover between efficient AI, generative AI, and the scientific realm like biomedicine.
- Efficient AI: Efficient Transformer Training and Inference, Spiking Neural Networks, Quantization, Parameter Efficient Fine-tuning
- Generative AI: Diffusion Models, Large Language Models
- AI for Science: Molecule Generation, EEG Reconstruction
News
- [Aug. 2024] I will serve as a reviwer of ICLR 2025.
- [Aug. 2024] I will serve as a reviwer of ICASSP 2025.
- [Jul. 2024] One paper is accepted to ECCV 20244. See in Milan!!
- [Jun. 2024] I will serve as a reviwer of TNNLS.
- [Jun. 2024] I will serve as an PC member of AAAI 2025.
- [May. 2024] I will serve as a reviwer of NeurIPS 2024.
- [Mar. 2024] Gave a talk at the Intel INRC lab.
- [Feb. 2024] My ICASSP paper is selected as an oral paper. See in Seoul!!
- [Feb. 2024] I will serve as a reviwer of ECCV 2024.
- [Jan. 2024] I will serve as a reviwer of MM 2024.
- [Dec. 2023] One paper is accepted to ICASSP 2024.
- [Nov. 2023] I will serve as a reviwer of CVPR 2024.
- [Oct. 2023] One paper is accepted to WACV 2024.
- [Aug. 2023] I will serve as an PC member of AAAI 2024.
- [Jul. 2023] One paper is accepted to ICCV 2023.
- [June. 2022] One paper is accepted to DSAA 2022.
Publications
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ICCV
Ziqing Wang*, Yuetong Fang*, Jiahang Cao, Zhongrui Wang, Renjing Xu (*equal contribution)
International Conference on Computer Vision (ICCV), 2023.
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ECCV
Yuetong Fang*, Ziqing Wang*, Jiahang Cao, Renjing Xu (*equal contribution)
European Conference on Computer Vision (ECCV), 2024.
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WACV
Jiahang Cao*, Ziqing Wang*, Hanzhong Guo*, Hao Cheng, Qiang Zhang, Renjing Xu (*equal contribution)
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024.
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ICASSP
Ziqing Wang, Qidong Zhao, Jinku Cui, Xu Liu, Dongkuan Xu
[Oral] IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2024.
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DSAA
Ziqing Wang, Zhirong Ye, Yuyang Du, Yi Mao, Yanying Liu, Ziling Wu, Jun Wang
2022 IEEE 9th International Conference on Data Science and Advanced Analytics, (DSAA), 2022.
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Preprint
Ziqing Wang*, Yuetong Fang*, Jiahang Cao, Renjing Xu (*equal contribution)
Under Review
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Preprint
Jiahang Cao*, Mingyuan Sun*, Ziqing Wang*, Hao Cheng, Qiang Zhang, Renjing Xu (*equal contribution)
Under Review
Projects
Professional Services
Program Committee
Journal Reviewer
Honors and Awards
- Oustanding Graduate of Sun Yat-sen University (Top 3%)
- Sun Yat-sen University Scholarship for Academic Excellence Student (2020 & 2021 & 2022)
Miscellaneous
I love travelling and basketball. I am a big fan of the Golden State Warriors. My favorite basketball player is Steph Curry.
Grand Canyon
Golden Gate Bridge
Steph Curry
Gold Blooded
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