Xu, Dehong

1. Latent Plan Transformer for Trajectory Abstraction: Planning as Latent Space Inference
   2024/02/07 by Deqian Kong, Dehong Xu, Kong, Deqian +15 · 4 citations
   Computer Science · #AI-based Problem Solving and Planning #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Conformal Isometry of Lie Group Representation in Recurrent Network of Grid Cells
   2022/10/06 by Xu, Dehong, Gao, Ruiqi, Zhang, Wen-Hao +2 · 2 citations
   #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neurons and Cognition (q-bio.NC)
3. From Cognition to Computation: A Comparative Review of Human Attention and Transformer Architectures
   2024/04/25 by Minglu Zhao, Dehong Xu, Zhao, Minglu +3 · 2 citations
   Neuroscience · Computer Science · #EEG and Brain-Computer Interfaces #Context-Aware Activity Recognition Systems #Gaze Tracking and Assistive Technology
4. On Conformal Isometry of Grid Cells: Learning Distance-Preserving Position Embedding
   2024/05/27 by Dehong Xu, Xu, Dehong, Ruiqi Gao +7 · 2 citations
   Engineering · #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neurons and Cognition (q-bio.NC) #Structural Analysis and Optimization
5. Aligning Large Language Models via Fine-grained Supervision
   2024/06/04 by Dehong Xu, Liang Qiu, Xu, Dehong +7 · 1 citation
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
6. Latent Thought Models with Variational Bayes Inference-Time Computation
   2025/02/03 by Kong, Deqian, Zhao, Minglu, Xu, Dehong +8 · 2 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)