Liyuan Xu

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 38

Top Topics

Policy Evaluation

Indoor Navigation

Pairwise Comparison

Estimation Algorithm

Top Venues

Publications

Liyuan Xu, Arthur Gretton
A Neural Mean Embedding Approach for Back-door and Front-door Adjustment. ICLR (2023)
Liyuan Xu, Arthur Gretton
Kernel Single Proxy Control for Deterministic Confounding. CoRR (2023)
Yutian Chen, Liyuan Xu, Çaglar Gülçehre, Tom Le Paine, Arthur Gretton, Nando de Freitas, Arnaud Doucet
On Instrumental Variable Regression for Deep Offline Policy Evaluation. J. Mach. Learn. Res. 23 (2022)
Liyuan Xu, Yutian Chen, Arnaud Doucet, Arthur Gretton
Importance Weighting Approach in Kernel Bayes' Rule. CoRR (2022)
Liyuan Xu, Yutian Chen, Arnaud Doucet, Arthur Gretton
Importance Weighted Kernel Bayes' Rule. ICML (2022)
Han Bao, Takuya Shimada, Liyuan Xu, Issei Sato, Masashi Sugiyama
Pairwise Supervision Can Provably Elicit a Decision Boundary. AISTATS (2022)
Liyuan Xu, Arthur Gretton
A Neural Mean Embedding Approach for Back-door and Front-door Adjustment. CoRR (2022)
Shih-Gu Huang, Jing Xia, Liyuan Xu, Anqi Qiu
Spatio-temporal directed acyclic graph learning with attention mechanisms on brain functional time series and connectivity. Medical Image Anal. 77 (2022)
Yutian Chen, Liyuan Xu, Çaglar Gülçehre, Tom Le Paine, Arthur Gretton, Nando de Freitas, Arnaud Doucet
On Instrumental Variable Regression for Deep Offline Policy Evaluation. CoRR (2021)
Liyuan Xu, Heishiro Kanagawa, Arthur Gretton
Deep Proxy Causal Learning and its Application to Confounded Bandit Policy Evaluation. CoRR (2021)
Rahul Singh, Liyuan Xu, Arthur Gretton
Kernel Methods for Multistage Causal Inference: Mediation Analysis and Dynamic Treatment Effects. CoRR (2021)
Liyuan Xu, Heishiro Kanagawa, Arthur Gretton
Deep Proxy Causal Learning and its Application to Confounded Bandit Policy Evaluation. NeurIPS (2021)
Ting Yat Wong, Han Zhang, Tonya White, Liyuan Xu, Anqi Qiu
Common functional brain networks between attention deficit and disruptive behaviors in youth. NeuroImage 245 (2021)
Liyuan Xu, Yutian Chen, Siddarth Srinivasan, Nando de Freitas, Arnaud Doucet, Arthur Gretton
Learning Deep Features in Instrumental Variable Regression. ICLR (2021)
Liyuan Xu, Jie He, Peng Wang, Qin Wang
P2PNavi: A System-Level Algorithmic Solution for Highly Accurate Direction Estimation for Infrastructure-Free Indoor Navigation. IEEE Syst. J. 15 (2) (2021)
Rahul Singh, Liyuan Xu, Arthur Gretton
Kernel Methods for Policy Evaluation: Treatment Effects, Mediation Analysis, and Off-Policy Planning. CoRR (2020)
Liyuan Xu, Yutian Chen, Siddarth Srinivasan, Nando de Freitas, Arnaud Doucet, Arthur Gretton
Learning Deep Features in Instrumental Variable Regression. CoRR (2020)
Yuko Kuroki, Liyuan Xu, Atsushi Miyauchi, Junya Honda, Masashi Sugiyama
Polynomial-Time Algorithms for Multiple-Arm Identification with Full-Bandit Feedback. Neural Comput. 32 (9) (2020)
Liyuan Xu, Li Qian, Zhijun Chang, Zhenxin Wu
The Bidirectional Data Flow Based On The Data-Lake. CISP-BMEI (2020)
Han Bao, Takuya Shimada, Liyuan Xu, Issei Sato, Masashi Sugiyama
Similarity-based Classification: Connecting Similarity Learning to Binary Classification. CoRR (2020)
Shihong Duan, Yue Li, Peng Wang, Yadong Wan, Liyuan Xu, Tong Li
The Influence of Target Orientation on the Underground Targets Classification. ICCT (2019)
Yuko Kuroki, Liyuan Xu, Atsushi Miyauchi, Junya Honda, Masashi Sugiyama
Polynomial-time Algorithms for Combinatorial Pure Exploration with Full-bandit Feedback. CoRR (2019)
Liyuan Xu, Junya Honda, Gang Niu, Masashi Sugiyama
Uncoupled Regression from Pairwise Comparison Data. CoRR (2019)
Liyuan Xu, Junya Honda, Masashi Sugiyama
Dueling Bandits with Qualitative Feedback. AAAI (2019)
Liyuan Xu, Junya Honda, Gang Niu, Masashi Sugiyama
Uncoupled Regression from Pairwise Comparison Data. NeurIPS (2019)
Weiping Yu, Zhaoguo Wang, Yibo Xue, Lingxu Guo, Liyuan Xu
A Combined Neural and Genetic Algorithm Model for Data Center Temperature Control. CIMA@ICTAI (2018)
Liyuan Xu, Jie He, Peng Wang, Kaveh Pahlavan, Huangsheng Ning, Qin Wang
Toward Emergency Indoor Localization: Maximum Correntropy Criterion Based Direction Estimation Algorithm for Mobile TOA Rotation Anchor. IEEE Access 6 (2018)
Liyuan Xu, Jie He, Julang Ying, Peng Wang, Kaveh Pahlavan, Qin Wang
UWB body motion assisted indoor geolocation with a single reference point. PLANS (2018)
Liyuan Xu, Junya Honda, Masashi Sugiyama
Dueling Bandits with Qualitative Feedback. CoRR (2018)
Peng Wang, Xiaotong Zhang, Zhiyang Liu, Liyuan Xu, Jie He, Jinwu Xu
FPGA implementation of adaptive time delay estimation for real-time near-field electromagnetic ranging. Int. J. Circuit Theory Appl. 46 (11) (2018)
Liyuan Xu, Junya Honda, Masashi Sugiyama
A fully adaptive algorithm for pure exploration in linear bandits. AISTATS (2018)
Liyuan Xu, Lin Yao, Jie He, Peng Wang, Keping Long, Qin Wang
Collaborative Geolocation Based on Imprecise Initial Coordinates for Internet of Things. IEEE Access 6 (2018)
Masahiro Kato, Liyuan Xu, Gang Niu, Masashi Sugiyama
Alternate Estimation of a Classifier and the Class-Prior from Positive and Unlabeled Data. CoRR (2018)
Peng Wang, Xiaotong Zhang, Guolu Sun, Liyuan Xu, Jinwu Xu
Adaptive time delay estimation algorithm for indoor near-field electromagnetic ranging. Int. J. Commun. Syst. 30 (5) (2017)
Xiaoqiu Le, Chenyu Mao, Yuanbiao He, Changlei Fu, Liyuan Xu
Dpaper: An Authoring Tool for Extractable Digital Papers. J. Data Inf. Sci. 1 (1) (2017)
Jie He, Liyuan Xu, Peng Wang, Qin Wang
A high precise E-nose for daily indoor air quality monitoring in living environment. Integr. 58 (2017)
Xifei Li, Jie He, Liyuan Xu, Qin Wang
The effect of multipath and NLOS on TOA ranging error and energy based on UWB. ICCE-TW (2016)
Zongjie Cao, Liyuan Xu, Jilan Feng
Automatic target recognition with joint sparse representation of heterogeneous multi-view SAR images over a locally adaptive dictionary. Signal Process. 126 (2016)
Zhishuai Han, Jie He, Yishuang Geng, Cheng Xu, Liyuan Xu, Shihong Duan
CRLB for TOA Based Near-Ground Swarm Robotic Localization. UIC/ATC/ScalCom (2015)
Ran Wang, Jie He, Liyuan Xu, Qin Wang
Penalty Function Based Anchor-Free Positioning. MSN (2015)
Guowen Che, Lijun Ma, Liyuan Xu
An Excel model of analogue orthotropic plate method to calculate load transverse distribution coefficients. EMEIT (2011)
Liyuan Xu, Liping Chen, Tian'en Chen, Yunbing Gao
SOA-based precision irrigation decision support system. Math. Comput. Model. 54 (3-4) (2011)