I am currently a algorithm engineer at ZYT (卓驭科技). I received my Ph.D. in Electronic Information from South China University of Technology (SCUT), under the supervision of Prof. Mingkui Tan (谭明奎). I also hold an M.Sc. (2022) and a B.Eng. (2020) in Computer Science from SCUT. My research interests include efficient model architecture design and video understanding. I have published papers in top-tier venues including IEEE TPAMI, IEEE TCSVT, ACL, and ICML with 172 Google Scholar citations . Additionally, I have served as a reviewer for NeurIPS, AAAI, ICME, TII, and TCSVT, contributing to the academic community’s peer review process.

🔥 News

• 2026.08:  🎉🎉 One paper accepted by IEEE TPAMI!
• 2026.05:  🎉🎉 One paper (co-author) accepted by ICML 2026!
• 2026.04:  🎉🎉 One paper accepted by ACL 2026!
• 2026.03:  🎉🎉 One paper (co-author) accepted by ICME 2026!
• 2025.11:  🎉🎉 Two papers (co-author) accepted by AAAI 2026!
• 2025.06:  🎉🎉 One papers (co-author) accepted by IEEE TIP!
• 2025.05:  🎉🎉 Two papers (co-first author) accepted at ICML 2025!
• 2024.12:  🎉🎉 One paper accepted by IEEE TCSVT!
• 2023.09:  🎉🎉 One paper (co-author) accepted by IEEE Journal of Biomedical and Health Informatics!
• 2021.03:  🎉🎉 One paper (co-author) accepted!
• 2020.11:  🎉🎉 One paper accepted by Frontiers in Public Health!

📝 Publications

👉 Refer to my Google Scholar for the full list of publications.

• TPAMI 2026 Training-free Context-adaptive Attention for Efficient Long Context Modeling
  IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI 2026)
  Zeng You, Yaofo Chen, Shuhai Zhang, Zhijie Qiu, Tingyu Wu, Yingjian Li, Yaowei Wang, Mingkui Tan
  PDF / Code / Project / BibTex


• ACL 2026 Latent-Condensed Transformer for Efficient Long Context Modeling
  Annual Meeting of the Association for Computational Linguistics (ACL 2026)
  Zeng You, Yaofo Chen, Qiuwu Chen, Ying Sun, Shuhai Zhang, Yingjian Li, Yaowei Wang, Mingkui Tan
  PDF / Code / Project / BibTex


• ICML 2026 LoKiFormer: Locality-aware Attention with Decoupled Knowledge Memory for Efficient Large Language Model Pretraining
  International Conference on Machine Learning (ICML 2026)
  Qiuwu Chen, Zimo Liu, Yuchen Li, Ying Sun, Yifan Zhang, Zhijie Qiu, Zeng You, Ryan Dong, Simeng Ma, Yaofo Chen, Mingkui Tan
  PDF / Code / Project / BibTex


• ICME 2026 Body Regional Guidance for Semi-supervised Human Pose Estimation
  IEEE International Conference on Multimedia & Expo (ICME 2026)
  Kai Zhou, Chuanshen Chen, Runhao Zeng, Zeng You, Mingkui Tan, Fei Liu
  PDF / Code / Poster / Slides / Project / BibTex


• ICML 2025 Core Context Aware Transformers for Long Context Language Modeling
  International Conference on Machine Learning (ICML 2025)
  Yaofo Chen $^*$, Zeng You $^*$, Shuhai Zhang $^*$, Haokun Li, Yirui Li, Yaowei Wang, Mingkui Tan
  PDF / Code / Poster / Slides / Project / BibTex


• ICML 2025 Curse of High Dimensionality Issue in Transformer for Long Context Modeling
  International Conference on Machine Learning (ICML 2025)
  Shuhai Zhang $^*$, Zeng You $^*$, Yaofo Chen, Zhiquan Wen, Qianyue Wang, Zhijie Qiu, Yuanqing Li, Mingkui Tan
  PDF / Code / BibTex


• TCSVT 2024 Towards Long Video Understanding via Fine-detailed Video Story Generation
  IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT 2024)
  Zeng You, Zhiquan Wen, Yaofo Chen, Xin Li, Runhao Zeng, Yaowei Wang, Mingkui Tan
  PDF / Code / Project / BibTex


• Frontiers in Public Health Alzheimer's disease classification with a cascade neural network
  Frontiers in Public Health (2020)
  Zeng You, Runhao Zeng, Xiaoyong Lan, Huixia Ren, Zhiyang You, Xue Shi, Shipeng Zhao, Yi Guo, Xin Jiang, Xiping Hu
  PDF / Code / BibTex


• AAAI 2026 ProCache: Constraint-Aware Feature Caching with Selective Computation for Diffusion Transformer Acceleration
  AAAI Conference on Artificial Intelligence (AAAI 2026)
  Fanpu Cao, Yaofo Chen, Zeng You, Wei Luo
  PDF / Code / BibTex


• AAAI 2026 Action-and-object Aware Alignment for Partially Relevant Video Retrieval
  AAAI Conference on Artificial Intelligence (AAAI 2026)
  Chuanshen Chen, Kai Zhou, Zhiquan Wen, Zeng You, Yirui Li, Tianhang Xiang, Mingkui Tan
  PDF / Code / BibTex


• TIP 2025 Zero-shot Skeleton-based Action Recognition with Prototype-guided Feature Alignment
  IEEE Transactions on Image Processing (TIP 2025)
  Kai Zhou, Shuhai Zhang, Zeng You, Jinwu Hu, Mingkui Tan, Fei Liu
  PDF / Code / BibTex


• J-BHI Temporal micro-action localization for videofluoroscopic swallowing study
  IEEE Journal of Biomedical and Health Informatics (2023)
  Xianghui Ruan, Meng Dai, Zhuokun Chen, Zeng You, Yaowen Zhang, Yuanqing Li, Zulin Dou, Mingkui Tan
  PDF / Code / BibTex

💼 Work Experience

• 2026.09 - now, ZYT (卓驭科技). Algorithm Engineer.

📖 Educations

• 2022.09 - 2026.09, Ph.D, South China University of Technology, Guangzhou/Shenzhen.
• 2020.09 - 2022.06, Master, South China University of Technology, Guangzhou.
• 2016.09 - 2020.06, Undergraduate, South China University of Technology, Guangzhou.

💻 Internships

• 2019.06 - 2019.12, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen. Research Intern.
• 2019.12 - 2020.06, Shenzhen People’s Hospital, Shenzhen. Research Intern.