Xiaomeng Fan

Orcid: 0000-0002-6302-8786

According to our database1, Xiaomeng Fan authored at least 22 papers between 2020 and 2026.

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

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

On csauthors.net:

Bibliography

2026
Riemannian Implicit Differentiation via a Fixed-Point Equation for Riemannian Bilevel Optimization.
IEEE Trans. Neural Networks Learn. Syst., April, 2026

2025
Curvature Learning for Generalization of Hyperbolic Neural Networks.
Int. J. Comput. Vis., December, 2025

Modality Alignment across Trees on Heterogeneous Hyperbolic Manifolds.
CoRR, October, 2025

Multi-Step Reasoning for Embodied Question Answering via Tool Augmentation.
CoRR, October, 2025

Beyond the Seen: Bounded Distribution Estimation for Open-Vocabulary Learning.
CoRR, October, 2025

Adaptive Model Ensemble for Continual Learning.
CoRR, September, 2025

Geometry-aware Distance Measure for Diverse Hierarchical Structures in Hyperbolic Spaces.
CoRR, June, 2025

A Set-to-Set Distance Measure in Hyperbolic Space.
CoRR, June, 2025

Hyperbolic Dual Feature Augmentation for Open-Environment.
CoRR, June, 2025

FICformer: A Multi-factor Fuzzy Bayesian Imputation Cross-former for Big Data-driven Agricultural Decision Support Systems.
IEEE Trans. Fuzzy Syst., January, 2025

Large-scale Riemannian meta-optimization via subspace adaptation.
Comput. Vis. Image Underst., 2025

Consistency of Compositional Generalization Across Multiple Levels.
Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024
A Variational Bayesian Inference-Based En-Decoder Framework for Traffic Flow Prediction.
IEEE Trans. Intell. Transp. Syst., March, 2024

ADCT-Net: Adaptive traffic forecasting neural network via dual-graphic cross-fused transformer.
Inf. Fusion, March, 2024

LiveRetro: Visual Analytics for Strategic Retrospect in Livestream E-Commerce.
IEEE Trans. Vis. Comput. Graph., January, 2024

2023
Learning to Optimize on Riemannian Manifolds.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2023

PromotionLens: Inspecting Promotion Strategies of Online E-commerce via Visual Analytics.
IEEE Trans. Vis. Comput. Graph., 2023

2022
Traffic Flow Prediction via Variational Bayesian Inference-based Encoder-Decoder Framework.
CoRR, 2022

PromotionLens: Inspecting Promotion Strategies of Online E-commerce via Visual Analytics.
CoRR, 2022

Efficient Riemannian Meta-Optimization by Implicit Differentiation.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Learning a Gradient-free Riemannian Optimizer on Tangent Spaces.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
High Resolution Localization and Vertical Angle Scattering Spectrum Reconstruction of Targets in Shallow Water Waveguide.
Proceedings of the IEEE International Conference on Signal Processing, 2020


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