Chen, Yilong

5 publications

ICML 2025 Mixture of Hidden-Dimensions: Not All Hidden-States’ Dimensions Are Needed in Transformer Yilong Chen, Junyuan Shang, Zhenyu Zhang, Jiawei Sheng, Tingwen Liu, Shuohuan Wang, Yu Sun, Hua Wu, Haifeng Wang

NeurIPS 2025 Who Speaks for the Trigger? Dynamic Expert Routing in Backdoored Mixture-of-Experts Transformers Xin Zhao, Xiaojun Chen, Bingshan Liu, Haoyu Gao, Zhendong Zhao, Yilong Chen

NeurIPS 2024 DHA: Learning Decoupled-Head Attention from Transformer Checkpoints via Adaptive Heads Fusion Yilong Chen, Linhao Zhang, Junyuan Shang, Zhenyu Zhang, Tingwen Liu, Shuohuan Wang, Yu Sun

NeurIPS 2024 On-Road Object Importance Estimation: A New Dataset and a Model with Multi-Fold Top-Down Guidance Zhixiong Nan, Yilong Chen, Tianfei Zhou, Tao Xiang

ICCV 2023 FBLNet: FeedBack Loop Network for Driver Attention Prediction Yilong Chen, Zhixiong Nan, Tao Xiang