Fan Nie

Orcid: 0009-0001-6867-498X

According to our database1, Fan Nie authored at least 19 papers between 2019 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Ualign: pushing the limit of template-free retrosynthesis prediction with unsupervised SMILES alignment.
J. Cheminformatics, December, 2024

DIP: Diffusion Learning of Inconsistency Pattern for General DeepFake Detection.
CoRR, 2024

Generalizing Motion Planners with Mixture of Experts for Autonomous Driving.
CoRR, 2024

UAlign: Pushing the Limit of Template-free Retrosynthesis Prediction with Unsupervised SMILES Alignment.
CoRR, 2024

Graph Out-of-Distribution Generalization via Causal Intervention.
Proceedings of the ACM on Web Conference 2024, 2024

FRADE: Forgery-aware Audio-distilled Multimodal Learning for Deepfake Detection.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Boosting Offline Reinforcement Learning for Autonomous Driving with Hierarchical Latent Skills.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Learning Divergence Fields for Shift-Robust Graph Representations.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
Why Increase of Heterogeneity Signals Pre-Deterioration During Tumor Progression: A Unified Mathematical Model.
SIAM J. Appl. Math., April, 2023

NanoSNP: a progressive and haplotype-aware SNP caller on low-coverage nanopore sequencing data.
Bioinform., January, 2023

Advective Diffusion Transformers for Topological Generalization in Graph Learning.
CoRR, 2023

Uncertainty-Aware Decision Transformer for Stochastic Driving Environments.
CoRR, 2023

Simplifying and Empowering Transformers for Large-Graph Representations.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022
SACall: A Neural Network Basecaller for Oxford Nanopore Sequencing Data Based on Self-Attention Mechanism.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Fec: a fast error correction method based on two-rounds overlapping and caching.
Bioinform., 2022

BlockPolish: accurate polishing of long-read assembly via block divide-and-conquer.
Briefings Bioinform., 2022

GraphDE: A Generative Framework for Debiased Learning and Out-of-Distribution Detection on Graphs.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021
NeuralPolish: a novel Nanopore polishing method based on alignment matrix construction and orthogonal Bi-GRU Networks.
Bioinform., 2021

2019
An attention-based neural network basecaller for Oxford Nanopore sequencing data.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019


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