📝 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. July 13-19, 2025. Vancouver, Canada. 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. May 7-11, 2024. Vienna, Austria. 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. June 19-25, 2021. Virtual. 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. July 12-18, 2020. Vienna, Austria. PDF / Supp / Poster / Slides / Code
• PRCV 2025 Sensitivity-Aware Post-Training Quantization for Deep Neural Networks, Zekang Zheng, Haokun Li, Yaofo Chen^†, Mingkui Tan, Qing Du. October 15-18, 2025. Shanghai, China. PDF / Poster
• 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. July 13-19, 2025. Vancouver, Canada. PDF / 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. May 1-5, 2023. Kigali, Rwanda. 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. Jul 17-23, 2022. Baltimore, America. 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. Feb 25-Mar 4, 2025. Philadelphia, America. 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. Jun 18-22, 2023. Vancouver, Canada. 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