output
20142023
most citedMolTrans: Molecular Interaction Transformer for Drug Target Interaction Prediction

678 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2019Show all

3 papers · 1 filter

cs.LG2019★ 1 cited

No-regret Non-convex Online Meta-Learning

Zhenxun Zhuang, Yunlong Wang, Kezi Yu +1

The online meta-learning framework is designed for the continual lifelong learning setting. It bridges two fields: meta-learning which tries to extract prior knowledge from past ta…

cs.AI2019★ 18 cited

Pre-training of Graph Augmented Transformers for Medication Recommendation

Junyuan Shang, Tengfei Ma, Cao Xiao +1

Medication recommendation is an important healthcare application. It is commonly formulated as a temporal prediction task. Hence, most existing works only utilize longitudinal elec…

eess.SP2019★ 6 cited

MINA: Multilevel Knowledge-Guided Attention for Modeling Electrocardiography Signals

Shenda Hong, Cao Xiao, Tengfei Ma +2

Electrocardiography (ECG) signals are commonly used to diagnose various cardiac abnormalities. Recently, deep learning models showed initial success on modeling ECG data, however t…