Yuxuan Gu
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Advanced Graph Neural Networks, Information Retrieval and Search Behavior, Neural Networks and Applications
Most-Cited Works
- → A Distributional Lens for Multi-Aspect Controllable Text Generation(2022)15 cited
- → An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation(2024)12 cited
- → Improving Controllable Text Generation with Position-Aware Weighted Decoding(2022)12 cited
- → Controllable Text Generation via Probability Density Estimation in the Latent Space(2023)8 cited
- → Beyond Car Human-Machine Interface (HMI): Mapping Six Intelligent Modes into Future Cockpit Scenarios(2023)3 cited
- → Face Generation using DCGAN for Low Computing Resources(2021)3 cited
- → A Deep Learning-Based Crowd Counting Method and System Implementation on Neural Processing Unit Platform(2023)3 cited
- → EHR Data Analytics and Predictions: Machine Learning Methods(2020)2 cited
- KromHC: Manifold-Constrained Hyper-Connections with Kronecker-Product Residual Matrices(2026)