📝 Publications

Conference

• ICML 2025 Core Context Aware Transformers for Long Context Language Modeling, Yaofo Chen, Zeng You, Shuhai Zhang, Haokun Li, Yirui Li, Yaowei Wang, Mingkui Tan. PDF / Poster / Slides / Code / Project Page
• ICLR 2024 Towards Robust and Efficient Cloud-Edge Elastic Model Adaptation via Selective Entropy Distillation, Yaofo Chen, Shuaicheng Niu, Yaowei Wang, Shoukai Xu, Hengjie Song, Mingkui Tan. PDF / Poster / Slides / Code
• CVPR 2021 Contrastive Neural Architecture Search with Neural Architecture Comparators, Yaofo Chen, Yong Guo, Qi Chen, Minli Li, Wei Zeng, Yaowei Wang, Mingkui Tan. PDF / Supp / Poster / Slides / Code
• ICML 2020 Breaking the Curse of Space Explosion: Towards Efficient NAS with Curriculum Search, Yong Guo^*, Yaofo Chen^*, Yin Zheng, Peilin Zhao, Jian Chen, Junzhou Huang, Mingkui Tan. PDF / Supp / Poster / Slides / Code
• ICML 2025 Curse of High Dimensionality Issue in Transformer for Long Context Modeling, Shuhai Zhang, Zeng You, Yaofo Chen, Zhiquan Wen, Qianyue Wang, Zhijie Qiu, Yuanqing Li, Mingkui Tan. PDF / Poster / Slides / Code
• ICLR 2023 (Oral) Towards Stable Test-time Adaptation in Dynamic Wild World, Shuaicheng Niu, Jiaxiang Wu, Yifan Zhang, Zhiquan Wen, Yaofo Chen, Peilin Zhao, Mingkui Tan. PDF / Poster / Slides / Code
• ICML 2022 Efficient Test-Time Model Adaptation without Forgetting, Shuaicheng Niu, Jiaxiang Wu, Yifan Zhang, Yaofo Chen, Shijian Zheng, Peilin Zhao, Mingkui Tan. PDF / Poster / Slides / Code
• AAAI 2025 Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training Layers, Qi Deng, Shuaicheng Niu, Ronghao Zhang, Yaofo Chen, Runhao Zeng, Jian Chen, Xiping Hu. PDF / Code
• CVPRW 2023 Pareto-aware Neural Architecture Generation for Diverse Computational Budgets, Yong Guo, Yaofo Chen, Yin Zheng, Qi Chen, Peilin Zhao, Jian Chen, Junzhou Huang, Mingkui Tan. PDF / Supp / Code

Journal

• TCSVT 2024 Automated Dominative Subspace Mining for Efficient Neural Architecture Search, Yaofo Chen, Yong Guo, Daihai Liao, Fanbing Lv, Hengjie Song, James Tin-Yau Kwok, Mingkui Tan. PDF / Code
• Neural Networks 2021 Content-aware Convolutional Neural Networks, Yong Guo, Yaofo Chen, Mingkui Tan, Kui Jia, Jian Chen, Jingdong Wang. PDF / Code
• TPAMI 2025 Uncertainty-Calibrated Test-Time Model Adaptation without Forgetting, Mingkui Tan, Guohao Chen, Jiaxiang Wu, Yifan Zhang, Yaofo Chen, Peilin Zhao, Shuaicheng Niu. PDF / Code
• TCSVT 2024 Towards Long Video Understanding via Fine-detailed Video Story Generation, Zeng You, Zhiquan Wen, Yaofo Chen, Xin Li, Runhao Zeng, Yaowei Wang, Mingkui Tan. PDF / Code / Project Page
• Chinese Journal of Computers Class-Balanced Federated Learning Based on Data Generation, ZhiPeng Li, Yong Guo, Yaofo Chen, Yaowei Wang, Wei Zeng, Mingkui Tan. PDF / Code