Derek Xu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 12

Top Topics

Pruning Algorithms

Maximum Common Subgraph

Top Venues

Publications

Wei-Yao Wang, Wei-Wei Du, Derek Xu, Wei Wang, Wen-Chih Peng
A Survey on Self-Supervised Learning for Non-Sequential Tabular Data. CoRR (2024)
Derek Xu, Olcay Cirit, Reza Asadi, Yizhou Sun, Wei Wang
Mixture of In-Context Prompters for Tabular PFNs. CoRR (2024)
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
Introducing Semantics into Speech Encoders. ACL (1) (2023)
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
FogROS2: An Adaptive Platform for Cloud and Fog Robotics Using ROS 2. ICRA (2023)
Derek Xu, Yizhou Sun, Wei Wang
Unveiling Invariances via Neural Network Pruning. CoRR (2023)
Derek Xu
Ray Based Distributed Autonomous Vehicle Research Platform. CoRR (2022)
Yunsheng Bai, Derek Xu, Yizhou Sun, Wei Wang
Subgraph Matching via Query-Conditioned Subgraph Matching Neural Networks and Bi-Level Tree Search. CoRR (2022)
Derek Xu, William Shiao, Jia Chen, Evangelos E. Papalexakis
SV-Learn: Learning Matrix Singular Values with Neural Networks. ICDM (Workshops) (2022)
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
Introducing Semantics into Speech Encoders. CoRR (2022)
Jeffrey Ichnowski, Kaiyuan Chen, Karthik Dharmarajan, Simeon Adebola, Michael Danielczuk, Victor Mayoral Vilches, Hugo Zhan, Derek Xu, Ramtin Ghassemi, John Kubiatowicz, Ion Stoica, Joseph Gonzales, Ken Goldberg
FogROS 2: An Adaptive and Extensible Platform for Cloud and Fog Robotics Using ROS 2. CoRR (2022)
Yunsheng Bai, Derek Xu, Yizhou Sun, Wei Wang
GLSearch: Maximum Common Subgraph Detection via Learning to Search. ICML (2021)
Yunsheng Bai, Derek Xu, Alex Wang, Ken Gu, Xueqing Wu, Agustin Marinovic, Christopher Ro, Yizhou Sun, Wei Wang
Fast Detection of Maximum Common Subgraph via Deep Q-Learning. CoRR (2020)
Derek Xu, Kittipong Kittichokechai, Tobias J. Oechtering, Mikael Skoglund
Secure successive refinement with degraded side information. ISIT (2014)