Derek Xu - RankMe

17 papers A* 2B 1Journal 11Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A survey on self-supervised learning for non-sequential tabular data. Mach. Learn. Wei-Yao Wang, Wei-Wei Du, Derek Xu, Wei Wang, Wen-Chih Peng
2025	—	`conf`	Neural Network Pruning for Invariance Learning. KDD (1) Derek Xu, Yuanzhou Chen, Yizhou Sun, Wei Wang
2024	J	`jnl`	A Survey on Self-Supervised Learning for Non-Sequential Tabular Data. CoRR Wei-Yao Wang, Wei-Wei Du, Derek Xu, Wei Wang, Wen-Chih Peng
2024	J	`jnl`	Does Few-Shot Learning Help LLM Performance in Code Synthesis? CoRR Derek Xu, Tong Xie, Botao Xia, Haoyu Li, Yunsheng Bai, Yizhou Sun, Wei Wang
2024	J	`jnl`	Inverse designing metamaterials with programmable nonlinear functional responses in graph space. CoRR 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
2024	J	`jnl`	Mixture of In-Context Prompters for Tabular PFNs. CoRR Derek Xu, Olcay Cirit, Reza Asadi, Yizhou Sun, Wei Wang
2023	A*	`conf`	FogROS2: An Adaptive Platform for Cloud and Fog Robotics Using ROS 2. ICRA 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
2023	—	`conf`	Introducing Semantics into Speech Encoders. ACL (1) 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
2023	J	`jnl`	Unveiling Invariances via Neural Network Pruning. CoRR Derek Xu, Yizhou Sun, Wei Wang
2022	J	`jnl`	FogROS 2: An Adaptive and Extensible Platform for Cloud and Fog Robotics Using ROS 2. CoRR 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
2022	J	`jnl`	Introducing Semantics into Speech Encoders. CoRR 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
2022	J	`jnl`	Ray Based Distributed Autonomous Vehicle Research Platform. CoRR Derek Xu
2022	—	`conf`	SV-Learn: Learning Matrix Singular Values with Neural Networks. ICDM (Workshops) Derek Xu, William Shiao, Jia Chen, Evangelos E. Papalexakis
2022	J	`jnl`	Subgraph Matching via Query-Conditioned Subgraph Matching Neural Networks and Bi-Level Tree Search. CoRR Yunsheng Bai, Derek Xu, Yizhou Sun, Wei Wang
2021	A*	`conf`	GLSearch: Maximum Common Subgraph Detection via Learning to Search. ICML Yunsheng Bai, Derek Xu, Yizhou Sun, Wei Wang
2020	J	`jnl`	Fast Detection of Maximum Common Subgraph via Deep Q-Learning. CoRR Yunsheng Bai, Derek Xu, Alex Wang, Ken Gu, Xueqing Wu, Agustin Marinovic, Christopher Ro, Yizhou Sun, Wei Wang
2014	B	`conf`	Secure successive refinement with degraded side information. ISIT Derek Xu, Kittipong Kittichokechai, Tobias J. Oechtering, Mikael Skoglund