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Tian Xia
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 7
Top Topics
Protein Structure
Graph Representation
Supervised Learning
Drug Discovery
Top Venues
EMNLP
SDM
CoRR
KDD
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Publications
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Bo Hui
,
Yuchen Fang
,
Tian Xia
,
Sarp Aykent
,
Wei-Shinn Ku
Constrained Market Share Maximization by Signal-Guided Optimization.
AAAI
(2023)
Tian Xia
,
Sarp Aykent
,
Wei-Shinn Ku
Extrinsic-Intrinsic Representation Learning Framework for Drug Discovery.
SDM
(2023)
Sarp Aykent
,
Tian Xia
SaVeNet: A Scalable Vector Network for Enhanced Molecular Representation Learning.
NeurIPS
(2023)
Bo Hui
,
Tian Xia
,
Wei-Shinn Ku
A Localized Geometric Method to Match Knowledge in Low-dimensional Hyperbolic Space.
EMNLP
(2022)
Tian Xia
,
Bo Hui
,
Wei-Shinn Ku
APIP: Attention-based Protein Representation Learning for Protein-Ligand Interface Prediction.
Big Data
(2022)
Tian Xia
,
Wei-Shinn Ku
Geometric Graph Representation Learning on Protein Structure Prediction.
KDD
(2021)
Tian Xia
,
Wei-Shinn Ku
Deep Multi-attribute Graph Representation Learning on Protein Structures.
CoRR
(2020)