| 2025 | CogSci | A minimalistic representation model for head direction system. | Minglu Zhao, Dehong Xu, Deqian Kong, Wenhao Zhang, Yingnian Wu |
| 2025 | ICCV | 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 |
| 2025 | ICLR | On Conformal Isometry of Grid Cells: Learning Distance-Preserving Position Embedding. | Dehong Xu, Ruiqi Gao, Wenhao Zhang, Xue-Xin Wei, Ying Nian Wu |
| 2025 | ICML | 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 |
| 2024 | ACL | Aligning Large Language Models via Fine-grained Supervision. | Dehong Xu, Liang Qiu, Minseok Kim, Faisal Ladhak, Jaeyoung Do |
| 2023 | ICML | 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 |
| 2015 | UIC | Study on Intelligent Logistics System: Based on Internet of Vehicles. | Dehong Xu, Xufeng Zhang, Qiuchao Deng |
| 2013 | IECON | Comparison of control strategies for DFIG under symmetrical grid voltage dips. | Wenjie Chen, Dehong Xu, Min Chen, Frede Blaabjerg |