Shang, Junyuan

6 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 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

AAAI 2019 GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination Junyuan Shang, Cao Xiao, Tengfei Ma, Hongyan Li, Jimeng Sun

IJCAI 2019 K-Margin-Based Residual-Convolution-Recurrent Neural Network for Atrial Fibrillation Detection Yuxi Zhou, Shenda Hong, Junyuan Shang, Meng Wu, Qingyun Wang, Hongyan Li, Junqing Xie

IJCAI 2019 Pre-Training of Graph Augmented Transformers for Medication Recommendation Junyuan Shang, Tengfei Ma, Cao Xiao, Jimeng Sun

ACML 2018 Knowledge Guided Multi-Instance Multi-Label Learning via Neural Networks in Medicines Prediction Junyuan Shang, Shenda Hong, Yuxi Zhou, Meng Wu, Hongyan Li