📝 Publications
Conference
ICML 2025Core 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 PageAAAI 2026ProCache: Constraint-Aware Feature Caching with Selective Computation for Diffusion Transformer Acceleration, Fanpu Cao, Yaofo Chen†, Zeng You, Wei Luo. Jan 20-27, 2026. Singapore, Singapore. PDF / CodeICML 2026LoKiFormer: Locality-aware Attention with Decoupled Knowledge Memory for Efficient Large Language Model Pretraining, Zimo Liu, Qiuwu Chen, Yuchen Li, Ying Sun, Yifan Zhang, Zhijie Qiu, Zeng You, Ryan Dong, Simeng Ma, Yaofo Chen†, Mingkui Tan†. July 6-11, 2026. Seoul, South Korea. PDF / CodeICLR 2024Towards 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 / CodeCVPR 2021Contrastive 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 / CodeACL 2026Latent-Condensed Transformer for Efficient Long Context Modeling, Zeng You*, Yaofo Chen*, Shuhai Zhang, Yingjian Li, Ying Sun, Qiuwu Chen, Yaowei Wang, Mingkui Tan. July 2-7, 2026. San Diego, California. PDF / CodeICML 2020Breaking 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 / CodePRCV 2025Sensitivity-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 / PosterICML 2025Curse 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 / CodeICLR 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 / CodeICML 2022Efficient 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 / CodeICML 2026Intervene When It Doubts: Conjunction-Guided Interactive Reasoning, Qianyue Wang, Jinwu Hu, Zhiquan Wen, Bailin Chen, Huanxiang Lin, Yufeng Wang, Yaofo Chen, Yu Rong, Yuanqing Li, Mingkui Tan. July 6-11, 2026. Seoul, South Korea. PDF / CodeAAAI 2025Learning 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 / CodeCVPRW 2023Pareto-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 / CodeIMWS-AMP 2026Machine Learning-Assisted End-to-End Synthesis of RF Transformer-Based Matching Networks, Tao Wang, Li Gao, Yaofo Chen, Xiuyin Zhang. July 22- 24, 2026. Cairns, Australia. PDF
Journal
TCSVT 2024Automated 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 / CodeNeural Networks 2021Content-aware Convolutional Neural Networks, Yong Guo, Yaofo Chen, Mingkui Tan, Kui Jia, Jian Chen, Jingdong Wang. PDF / CodeTPAMI 2025Uncertainty-Calibrated Test-Time Model Adaptation without Forgetting, Mingkui Tan, Guohao Chen, Jiaxiang Wu, Yifan Zhang, Yaofo Chen, Peilin Zhao, Shuaicheng Niu. PDF / CodeTCSVT 2024Towards 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 PageChinese Journal of ComputersClass-Balanced Federated Learning Based on Data Generation, ZhiPeng Li, Yong Guo, Yaofo Chen, Yaowei Wang, Wei Zeng, Mingkui Tan. PDF / Code