Derek Xu

According to our database, Derek Xu authored at least 17 papers between 2014 and 2025.

Collaborative distances:

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

2025

A survey on self-supervised learning for non-sequential tabular data.

Wei-Yao Wang, Wei-Wei Du, Derek Xu, Wei Wang, Wen-Chih Peng

Mach. Learn., January, 2025

Neural Network Pruning for Invariance Learning.

Derek Xu, Yuanzhou Chen, Yizhou Sun, Wei Wang

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

2024

Does Few-Shot Learning Help LLM Performance in Code Synthesis?

Derek Xu, Tong Xie, Botao Xia, Haoyu Li, Yunsheng Bai, Yizhou Sun, Wei Wang

CoRR, 2024

Inverse designing metamaterials with programmable nonlinear functional responses in graph space.

Marco Maurizi, Derek Xu, Yu-Tong Wang, Desheng Yao, David Hahn, Mourad Oudich, Anish Satpati, Mathieu Bauchy, Wei Wang, Yizhou Sun, Yun Jing, Xiaoyu Rayne Zheng

CoRR, 2024

Mixture of In-Context Prompters for Tabular PFNs.

Derek Xu, Olcay Cirit, Reza Asadi, Yizhou Sun, Wei Wang

CoRR, 2024

A Survey on Self-Supervised Learning for Non-Sequential Tabular Data.

Wei-Yao Wang, Wei-Wei Du, Derek Xu, Wei Wang, Wen-Chih Peng

CoRR, 2024

2023

Unveiling Invariances via Neural Network Pruning.

Derek Xu, Yizhou Sun, Wei Wang

CoRR, 2023

FogROS2: An Adaptive Platform for Cloud and Fog Robotics Using ROS 2.

Jeffrey Ichnowski, Kaiyuan Chen, Karthik Dharmarajan, Simeon Adebola, Michael Danielczuk, Victor Mayoral Vilches, Nikhil Jha, Hugo Zhan, Edith LLontop, Derek Xu, Camilo Buscaron, John Kubiatowicz, Ion Stoica, Joseph Gonzalez, Ken Goldberg

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Introducing Semantics into Speech Encoders.

Derek Xu, Shuyan Dong, Changhan Wang, Suyoun Kim, Zhaojiang Lin, Bing Liu, Akshat Shrivastava, Shang-Wen Li, Liang-Hsuan Tseng, Guan-Ting Lin, Alexei Baevski, Hung-yi Lee, Yizhou Sun, Wei Wang

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Introducing Semantics into Speech Encoders.

Derek Xu, Shuyan Dong, Changhan Wang, Suyoun Kim, Zhaojiang Lin, Akshat Shrivastava, Shang-Wen Li, Liang-Hsuan Tseng, Alexei Baevski, Guan-Ting Lin, Hung-yi Lee, Yizhou Sun, Wei Wang

CoRR, 2022

Subgraph Matching via Query-Conditioned Subgraph Matching Neural Networks and Bi-Level Tree Search.

Yunsheng Bai, Derek Xu, Yizhou Sun, Wei Wang

CoRR, 2022

FogROS 2: An Adaptive and Extensible Platform for Cloud and Fog Robotics Using ROS 2.

Jeffrey Ichnowski, Kaiyuan Chen, Karthik Dharmarajan, Simeon Adebola, Michael Danielczuk, Victor Mayoral Vilches, Hugo Zhan, Derek Xu, Ramtin Ghassemi, John Kubiatowicz, Ion Stoica, Joseph Gonzalez, Ken Goldberg

CoRR, 2022

Ray Based Distributed Autonomous Vehicle Research Platform.

Derek Xu

CoRR, 2022

SV-Learn: Learning Matrix Singular Values with Neural Networks.

Derek Xu, William Shiao, Jia Chen, Evangelos E. Papalexakis

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

2021

GLSearch: Maximum Common Subgraph Detection via Learning to Search.

Yunsheng Bai, Derek Xu, Yizhou Sun, Wei Wang

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Fast Detection of Maximum Common Subgraph via Deep Q-Learning.

Yunsheng Bai, Derek Xu, Alex Wang, Ken Gu, Xueqing Wu, Agustin Marinovic, Christopher Ro, Yizhou Sun, Wei Wang

CoRR, 2020

2014

Secure successive refinement with degraded side information.

Derek Xu, Kittipong Kittichokechai, Tobias J. Oechtering, Mikael Skoglund

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014