Deqian Kong

According to our database, Deqian Kong authored at least 16 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A minimalistic representation model for head direction system.

Minglu Zhao, Dehong Xu, Deqian Kong, Wenhao Zhang, Ying Nian Wu

CoRR, 2024

DODT: Enhanced Online Decision Transformer Learning through Dreamer's Actor-Critic Trajectory Forecasting.

Eric Hanchen Jiang, Zhi Zhang, Dinghuai Zhang, Andrew Lizarraga, Chenheng Xu, Yasi Zhang, Siyan Zhao, Zhengjie Xu, Peiyu Yu, Yuer Tang, Deqian Kong, Ying Nian Wu

CoRR, 2024

Latent Space Energy-based Neural ODEs.

Sheng Cheng, Deqian Kong, Jianwen Xie, Kookjin Lee, Ying Nian Wu, Yezhou Yang

CoRR, 2024

Latent Energy-Based Odyssey: Black-Box Optimization via Expanded Exploration in the Energy-Based Latent Space.

Peiyu Yu, Dinghuai Zhang, Hengzhi He, Xiaojian Ma, Ruiyao Miao, Yifan Lu, Yasi Zhang, Deqian Kong, Ruiqi Gao, Jianwen Xie, Guang Cheng, Ying Nian Wu

CoRR, 2024

Dual-Space Optimization: Improved Molecule Sequence Design by Latent Prompt Transformer.

Deqian Kong, Yuhao Huang, Jianwen Xie, Edouardo Honig, Ming Xu, Shuanghong Xue, Pei Lin, Sanping Zhou, Sheng Zhong, Nanning Zheng, Ying Nian Wu

CoRR, 2024

Latent Plan Transformer: Planning as Latent Variable Inference.

Deqian Kong, Dehong Xu, Minglu Zhao, Bo Pang, Jianwen Xie, Andrew Lizarraga, Yuhao Huang, Sirui Xie, Ying Nian Wu

CoRR, 2024

Depth-Guided Full-Focus Super-Resolution Network for Light Field Images.

Deqian Kong, Yan Yuan, Lijuan Su, Conghui Zhu

Proceedings of the 7th International Conference on Image and Graphics Processing, 2024

Long-Term Social Interaction Context: The Key to Egocentric Addressee Detection.

Deqian Kong, Furqan Khan, Xu Zhang, Prateek Singhal, Ying Nian Wu

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Molecule Design by Latent Prompt Transformer.

Deqian Kong, Yuhao Huang, Jianwen Xie, Ying Nian Wu

CoRR, 2023

Molecule Design by Latent Space Energy-Based Modeling and Gradual Distribution Shifting.

Deqian Kong, Bo Pang, Tian Han, Ying Nian Wu

Proceedings of the Uncertainty in Artificial Intelligence, 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

Proceedings of the International Conference on Machine Learning, 2023

2021

YouRefIt: Embodied Reference Understanding with Language and Gesture.

Yixin Chen, Qing Li, Deqian Kong, Yik Lun Kei, Song-Chun Zhu, Tao Gao, Yixin Zhu, Siyuan Huang

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2019

A Benchmark Dataset and Multi-Scale Attention Network for Semantic Traffic Light Detection.

Yang Feng, Deqian Kong, Ping Wei, Hongbin Sun, Nanning Zheng

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

2018

Hierarchical hyperdimensional computing for energy efficient classification.

Mohsen Imani, Chenyu Huang, Deqian Kong, Tajana Rosing

Proceedings of the 55th Annual Design Automation Conference, 2018

2017

VoiceHD: Hyperdimensional Computing for Efficient Speech Recognition.

Mohsen Imani, Deqian Kong, Abbas Rahimi, Tajana Rosing

Proceedings of the IEEE International Conference on Rebooting Computing, 2017

Exploring Hyperdimensional Associative Memory.

Mohsen Imani, Abbas Rahimi, Deqian Kong, Tajana Rosing, Jan M. Rabaey

Proceedings of the 2017 IEEE International Symposium on High Performance Computer Architecture, 2017