Fan Nie

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 19

Top Topics

Introduce A General Framework

Hierarchical Text Categorization

Graph Representation

Completely Unsupervised

Top Venues

Publications

Qitian Wu, Fan Nie, Chenxiao Yang, Junchi Yan
Learning Divergence Fields for Shift-Robust Graph Representations. CoRR (2024)
Zenan Li, Fan Nie, Qiao Sun, Fang Da, Hang Zhao
Boosting Offline Reinforcement Learning for Autonomous Driving with Hierarchical Latent Skills. ICRA (2024)
Kaipeng Zeng, Bo yang, Xin Zhao, Yu Zhang, Fan Nie, Xiaokang Yang, Yaohui Jin, Yanyan Xu
UAlign: Pushing the Limit of Template-free Retrosynthesis Prediction with Unsupervised SMILES Alignment. CoRR (2024)
Qitian Wu, Fan Nie, Chenxiao Yang, Tianyi Bao, Junchi Yan
Graph Out-of-Distribution Generalization via Causal Intervention. CoRR (2024)
Kaipeng Zeng, Bo Yang, Xin Zhao, Yu Zhang, Fan Nie, Xiaokang Yang, Yaohui Jin, Yanyan Xu
Ualign: pushing the limit of template-free retrosynthesis prediction with unsupervised SMILES alignment. J. Cheminformatics 16 (1) (2024)
Qitian Wu, Fan Nie, Chenxiao Yang, Tianyi Bao, Junchi Yan
Graph Out-of-Distribution Generalization via Causal Intervention. WWW (2024)
Qitian Wu, Wentao Zhao, Chenxiao Yang, Hengrui Zhang, Fan Nie, Haitian Jiang, Yatao Bian, Junchi Yan
Simplifying and Empowering Transformers for Large-Graph Representations. CoRR (2023)
Zenan Li, Fan Nie, Qiao Sun, Fang Da, Hang Zhao
Uncertainty-Aware Decision Transformer for Stochastic Driving Environments. CoRR (2023)
Qitian Wu, Chenxiao Yang, Kaipeng Zeng, Fan Nie, Michael Bronstein, Junchi Yan
Advective Diffusion Transformers for Topological Generalization in Graph Learning. CoRR (2023)
Neng Huang, Minghua Xu, Fan Nie, Peng Ni, Chuan-Le Xiao, Feng Luo, Jianxin Wang
NanoSNP: a progressive and haplotype-aware SNP caller on low-coverage nanopore sequencing data. Bioinform. 39 (1) (2023)
Qitian Wu, Wentao Zhao, Chenxiao Yang, Hengrui Zhang, Fan Nie, Haitian Jiang, Yatao Bian, Junchi Yan
Simplifying and Empowering Transformers for Large-Graph Representations. NeurIPS (2023)
Yuanling Niu, Hao Kang, Pingyang Wang, Chenchen Guo, Fan Nie, Hongbin Ji, Jiarui Wu, Luonan Chen
Why Increase of Heterogeneity Signals Pre-Deterioration During Tumor Progression: A Unified Mathematical Model. SIAM J. Appl. Math. 83 (2) (2023)
Zenan Li, Fan Nie, Qiao Sun, Fang Da, Hang Zhao
Boosting Offline Reinforcement Learning for Autonomous Driving with Hierarchical Latent Skills. CoRR (2023)
Zenan Li, Qitian Wu, Fan Nie, Junchi Yan
GraphDE: A Generative Framework for Debiased Learning and Out-of-Distribution Detection on Graphs. NeurIPS (2022)
Neng Huang, Fan Nie, Peng Ni, Xin Gao, Feng Luo, Jianxin Wang
BlockPolish: accurate polishing of long-read assembly via block divide-and-conquer. Briefings Bioinform. 23 (1) (2022)
Neng Huang, Fan Nie, Peng Ni, Feng Luo, Jianxin Wang
SACall: A Neural Network Basecaller for Oxford Nanopore Sequencing Data Based on Self-Attention Mechanism. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (1) (2022)
Jun Zhang, Fan Nie, Neng Huang, Peng Ni, Feng Luo, Jianxin Wang
Fec: a fast error correction method based on two-rounds overlapping and caching. Bioinform. 38 (19) (2022)
Neng Huang, Fan Nie, Peng Ni, Feng Luo, Xin Gao, Jianxin Wang
NeuralPolish: a novel Nanopore polishing method based on alignment matrix construction and orthogonal Bi-GRU Networks. Bioinform. 37 (19) (2021)
Neng Huang, Fan Nie, Peng Ni, Feng Luo, Jianxin Wang
An attention-based neural network basecaller for Oxford Nanopore sequencing data. BIBM (2019)