About me
Hi there! I am a junior undergraduate student at the University of Electronic Science and Technology of China (UESTC) and a research assistant at the National University of Singapore (NUS), supervised by Young Presidential Prof. Yang You. I also work closely with Dr. Kai Wang and Prof. Wei Jin.
My research primarily focuses on Efficient Learning (Knowledge Distillation and Model Compression) and Data-centric AI (Dataset Distillation and Data Selection). Please feel free to drop me an email if you want to discuss relevant research topics or potential collaborations!
News
- 2024.05: I was invited to serve as a reviewer for ACM MM 2024!
- 2024.05: I was invited to serve as a reviewer for NeurIPS 2024!
- 2024.05: GEOM, the first lossless graph condensation approach was accepted by ICML 2024!
- 2024.05: Our workshop: The First Dataset Distillation Challenge got accepted at ECCV 2024 as a half-day workshop!
- 2023.10: I won the HuaMeng Scholarship (10k RMB) and First-class Scholarship (2k RMB) for the second time!
- 2023.09: DSN, the first approach achieved positive BWT, was accepted by NeurIPS 2023!
Selected Publications
- Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching
- Yuchen Zhang, Tianle Zhang, Kai Wang, Ziyao Guo, Yuxuan Liang, Xavier Bresson, Wei Jin, Yang You
- International Conference on Machine Learning (ICML), 2024.
- Enhancing Knowledge Transfer for Task Incremental Learning with Data-free Subnetwork
- Qiang Gao, Xiaojun Shan, Yuchen Zhang, Fan Zhou
- Advances in Neural Information Processing Systems (NeurIPS), 2023.
Honors and Awards
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2023-10 HuaMeng Scholarship (Award rate: 0.2%)
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2023-10 First-class Scholarship
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2023-07 National Second Prize, 16th China Collegiate Computing Competition
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2023-06 Provincial First Prize, 16th China Collegiate Computing Competition
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2023-06 Provincial Second Prize, 8-th C4-Network Technology Challenge
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2023-05 Provincial Second Prize, 13th China National Undergraduate “Innovation, Creativity and Entrepreneurship” Challenge
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2022-10 First-class Scholarship
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2022-08 Best Project Award, 2022 NJU NLP SummerCamp
Invited Talks
- 2024.05, “Lossless Graph Condensation” on Techbeat.
Working Experiences
- 2022.10 - 2023.6, ICDM Lab, advised by Prof. Fan Zhou, UESTC.
- 2023.6 - present, HPC-AI Lab, advised by Prof. Yang You, NUS.
Academic Service
- Chair of ECCV 2024 Workshop: The First Dataset Distillation Challenge.
- Reviewer of WWW, NeurIPS, ACM MM.