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Xu, Dehong
8 publications
ICML
2025
Latent Thought Models with Variational Bayes Inference-Time Computation
Deqian Kong
,
Minglu Zhao
,
Dehong Xu
,
Bo Pang
,
Shu Wang
,
Edouardo Honig
,
Zhangzhang Si
,
Chuan Li
,
Jianwen Xie
,
Sirui Xie
,
Ying Nian Wu
ICCV
2025
Multi-Modal Multi-Task Unified Embedding Model (M3T-UEM): A Task-Adaptive Representation Learning Framework
Rohan Sharma
,
Changyou Chen
,
Feng-Ju Chang
,
Seongjun Yun
,
Xiaohu Xie
,
Rui Meng
,
Dehong Xu
,
Alejandro Mottini
,
Qingjun Cui
ICLR
2025
On Conformal Isometry of Grid Cells: Learning Distance-Preserving Position Embedding
Dehong Xu
,
Ruiqi Gao
,
Wenhao Zhang
,
Xue-Xin Wei
,
Ying Nian Wu
NeurIPS
2025
Place Cells as Multi-Scale Position Embeddings: Random Walk Transition Kernels for Path Planning
Minglu Zhao
,
Dehong Xu
,
Deqian Kong
,
Wenhao Zhang
,
Ying Nian Wu
NeurIPSW
2024
A Minimalistic Representation Model for Head Direction System
Minglu Zhao
,
Dehong Xu
,
Deqian Kong
,
Wenhao Zhang
,
Ying Nian Wu
NeurIPS
2024
Latent Plan Transformer for Trajectory Abstraction: Planning as Latent Space Inference
Deqian Kong
,
Dehong Xu
,
Minglu Zhao
,
Bo Pang
,
Jianwen Xie
,
Andrew Lizarraga
,
Yuhao Huang
,
Sirui Xie
,
Ying Nian Wu
ICML
2023
Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior Inference
Yan Xu
,
Deqian Kong
,
Dehong Xu
,
Ziwei Ji
,
Bo Pang
,
Pascale Fung
,
Ying Nian Wu
NeurIPSW
2022
Conformal Isometry of Lie Group Representation in Recurrent Network of Grid Cells
Dehong Xu
,
Ruiqi Gao
,
Wenhao Zhang
,
Xue-Xin Wei
,
Ying Nian Wu