Tian Xia

Affiliations:
  • Auburn University, AL, USA


According to our database1, Tian Xia authored at least 10 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
SE(3) Equivariant Neural Network for 3D Graphs.
Proceedings of the IEEE International Conference on Big Data, 2024

SO(3) Equivariant Framework for Spatial Networks.
Proceedings of the IEEE International Conference on Big Data, 2024

2023
Extrinsic-Intrinsic Representation Learning Framework for Drug Discovery.
Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

SaVeNet: A Scalable Vector Network for Enhanced Molecular Representation Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Constrained Market Share Maximization by Signal-Guided Optimization.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
GBPNet: Universal Geometric Representation Learning on Protein Structures.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

A Localized Geometric Method to Match Knowledge in Low-dimensional Hyperbolic Space.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

APIP: Attention-based Protein Representation Learning for Protein-Ligand Interface Prediction.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Geometric Graph Representation Learning on Protein Structure Prediction.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020
Deep Multi-attribute Graph Representation Learning on Protein Structures.
CoRR, 2020


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