Yuchen Zhang

Yuchen Zhang

UESTC

About me

Hi there!

I am a 4th-year undergraduate student at the University of Electronic Science and Technology of China (UESTC) and a research intern at Shanghai AI Lab. I was previously a research assistant at the National University of Singapore (NUS), supervised by Prof. Yang You. I also worked with Dr. Kai Wang, Prof. Wei Jin and Prof. Yuxuan Liang.

News

  • 2024.10：I win the the UESTC-Friendship Scholarship (10K RMB). I also win the first-class scholarship (2k RMB) for the third time.
  • 2024.10: I am selected as an Outstanding Graduate of UESTC and an Outstanding Graduate of Sichuan Province.
  • 2024.09: I am invited to serve as a reviewer for AISTATS 2025.
  • 2024.09: Two papers are accepted by NeurIPS 2024. Congrats to Guibin and Tianle!
  • 2024.09: I am invited to serve as a reviewer for ICASSP 2025.
  • 2024.08: I am invited to serve as a reviewer for ICLR 2025.
  • 2024.07: I am joining Shanghai AI Laboratory as a research intern.
  • 2024.05: I am invited to serve as a reviewer for NeurIPS 2024.
  • 2024.05: I am invited to serve as a reviewer for ACM MM 2024.
  • 2024.05: GEOM, the first lossless graph condensation approach is 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 win the UESTC-Friendship (HuaMeng) Scholarship (10k RMB). I also won the first-class scholarship (2k RMB) for the second time.
  • 2023.09: DSN, the first approach achieved positive BWT, is accepted by NeurIPS 2023!

Publications (Full List)

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.




GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning
Guibin Zhang, Haonan Dong, Yuchen Zhang, Zhixun Li, Dingshuo Chen, Kai Wang, Tianlong Chen, Yuxuan Liang, Dawei Cheng, Kun Wang
Advances in Neural Information Processing Systems (NeurIPS), 2024.




Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability, Reproducibility, and Practicality
Tianle Zhang, Langtian Ma, Yuchen Yan, Yuchen Zhang, Kai Wang, Yue Yang, Ziyao Guo, Wenqi Shao, Yang You, Yu Qiao, Ping Luo, Kaipeng Zhang
Advances in Neural Information Processing Systems (NeurIPS), 2024.






Honors and Awards

  • 2024-10 UESTC-Friendship Scholarship (10K RMB)

  • 2024-10 First-class Scholarship

  • 2024-10 Outstanding Graduate of Sichuan Province

  • 2024-10 Outstanding Graduate of UESTC

  • 2024-05 Provincial Second Prize, 9th C4-Network Technology Challenge

  • 2024-05 Provincial Second Prize, 17th China Collegiate Computing Competition

  • 2023-10 UESTC-Friendship (HuaMeng) Scholarship

  • 2023-10 First-class Scholarship

  • 2023-07 National Second Prize, 16th China Collegiate Computing Competition

  • 2023-06 Provincial First Prize, 16th China Collegiate Computing Competition

  • 2023-06 Provincial Second Prize, 8th C4-Network Technology Challenge

  • 2023-05 Provincial Second Prize, 13th China National Undergraduate “Innovation, Creativity and Entrepreneurship” Challenge

  • 2022-10 First-class Scholarship

  • 2022-08 Best Project Award, 2022 NJU NLP SummerCamp

Invited Talks

  • 2024.05, “Lossless Graph Condensation” on Techbeat.

Working Experiences

  • 2024.10 - present, Shanghai AI Lab, advised by Prof. Yu Cheng.
  • 2023.06 - 2024.07, HPC-AI Lab, NUS, advised by Prof. Yang You.
  • 2022.10 - 2023.06, ICDM Lab, UESTC, advised by Prof. Fan Zhou.

Academic Service