Ziqi Xu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 40

Top Topics

Causal Inference

Top Venues

Publications

Ziqi Xu, Debo Cheng, Jiuyong Li, Jixue Liu, Lin Liu, Kui Yu
Causal Inference with Conditional Front-Door Adjustment and Identifiable Variational Autoencoder. ICLR (2024)
Nirnimesh Ghose, Kaustubh Gupta, Loukas Lazos, Ming Li, Ziqi Xu, Jincheng Li
ZITA: Zero-Interaction Two-Factor Authentication Using Contact Traces and In-Band Proximity Verification. IEEE Trans. Mob. Comput. 23 (5) (2024)
Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Wentao Gao, Thuc Duy Le
Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders. AAAI (2024)
Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le
Conditional Instrumental Variable Regression with Representation Learning for Causal Inference. ICLR (2024)
Ziqi Xu, Jingwen Zhang, Jacob K. Greenberg, Madelyn Frumkin, Saad Javeed, Justin K. Zhang, Braeden C. Benedict, Kathleen Botterbush, Thomas L. Rodebaugh, Wilson Z. Ray, Chenyang Lu
Predicting Multi-dimensional Surgical Outcomes with Multi-modal Mobile Sensing: A Case Study with Patients Undergoing Lumbar Spine Surgery. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8 (2) (2024)
Debo Cheng, Yang Xie, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Yinghao Zhang, Zaiwen Feng
Disentangled Latent Representation Learning for Tackling the Confounding M-Bias Problem in Causal Inference. ICDM (2023)
Jiuyong Li, Lin Liu, Ziqi Xu, Ha Xuan Tran, Thuc Duy Le, Jixue Liu
Linking a predictive model to causal effect estimation. CoRR (2023)
Benjamin C. Warner, Ziqi Xu, Simon Haroutounian, Thomas George Kannampallil, Chenyang Lu
Utilizing Semantic Textual Similarity for Clinical Survey Data Feature Selection. CoRR (2023)
Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Thuc Duy Le, Jixue Liu
Learning Conditional Instrumental Variable Representation for Causal Effect Estimation. CoRR (2023)
Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le
Conditional Instrumental Variable Regression with Representation Learning for Causal Inference. CoRR (2023)
Tingting Xu, Yinghao Zhang, Jiuyong Li, Lin Liu, Ziqi Xu, Debo Cheng, Zaiwen Feng
A Data-Driven Approach to Finding K for K Nearest Neighbor Matching in Average Causal Effect Estimation. WISE (2023)
Bing Xue, Ahmed Sameh Said, Ziqi Xu, Hanyang Liu, Neel Shah, Hanqing Yang, Philip R. O. Payne, Chenyang Lu
Assisting Clinical Decisions for Scarcely Available Treatment via Disentangled Latent Representation. KDD (2023)
Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Thuc Duy Le, Jixue Liu
Learning Conditional Instrumental Variable Representation for Causal Effect Estimation. ECML/PKDD (1) (2023)
Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Wentao Gao, Thuc Duy Le
Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders. CoRR (2023)
Bing Xue, Ahmed Sameh Said, Ziqi Xu, Hanyang Liu, Neel Shah, Hanqing Yang, Philip R. O. Payne, Chenyang Lu
Assisting Clinical Decisions for Scarcely Available Treatment via Disentangled Latent Representation. CoRR (2023)
Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le
Causal Inference with Conditional Instruments Using Deep Generative Models. AAAI (2023)
Ziqi Xu, Zixin Lin, Yi Han, Yongliang Shi, Gan Ma
A Tube Arranging System With a Generic And Efficient Grasp Reasoning Method. ROBIO (2023)
Ziqi Xu, Jingcheng Li, Yanjun Pan, Ming Li, Loukas Lazos
Secret-Free Device Pairing in the mmWave Band. CoRR (2023)
Hanzhong Zhong, Ziqi Xu, Gan Ma, Mingrui Yu, Xiang Li
Regressor-Based Model Adaptation for Shaping Deformable Linear Objects with Force Control. ROBIO (2023)
Connor Dickey, Christopher Smith, Quentin Johnson, Jingcheng Li, Ziqi Xu, Loukas Lazos, Ming Li
Wiggle: Physical Challenge-Response Verification of Vehicle Platooning. ICNC (2023)
Ziqi Xu, Debo Cheng, Jiuyong Li, Jixue Liu, Lin Liu, Kui Yu
Causal Inference with Conditional Front-Door Adjustment and Identifiable Variational Autoencoder. CoRR (2023)
Ziqi Xu, Bo Cheng, Meng Niu
SATE: A Self-Attention Based Text Topic Extraction Mechanism for Customer Service Dialog System. ICMLC (2023)
Ziqi Xu, Jixue Liu, Debo Cheng, Jiuyong Li, Lin Liu, Ke Wang
Disentangled Representation with Causal Constraints for Counterfactual Fairness. PAKDD (1) (2023)
Ziqi Xu, Debo Cheng, Jiuyong Li, Jixue Liu, Lin Liu, Kui Yu
Causal Effect Estimation with Variational AutoEncoder and the Front Door Criterion. CoRR (2023)
Debo Cheng, Yang Xie, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Yinghao Zhang, Zaiwen Feng
Disentangled Latent Representation Learning for Tackling the Confounding M-Bias Problem in Causal Inference. CoRR (2023)
Ziqi Xu, Debo Cheng, Jiuyong Li, Jixue Liu, Lin Liu, Ke Wang
Disentangled Representation for Causal Mediation Analysis. AAAI (2023)
Ziqi Xu, Debo Cheng, Jiuyong Li, Jixue Liu, Lin Liu, Ke Wang
Disentangled Representation for Causal Mediation Analysis. CoRR (2023)
Connor Dickey, Christopher Smith, Quentin Johnson, Jingcheng Li, Ziqi Xu, Loukas Lazos, Ming Li
Wiggle: Physical Challenge-Response Verification of Vehicle Platooning. CoRR (2022)
Ziqi Xu, Jixue Liu, Debo Cheng, Jiuyong Li, Lin Liu, Ke Wang
Disentangled Representation with Causal Constraints for Counterfactual Fairness. CoRR (2022)
Zhenlong Xu, Ziqi Xu, Jixue Liu, Debo Cheng, Jiuyong Li, Lin Liu, Ke Wang
Assessing Classifier Fairness with Collider Bias. PAKDD (2) (2022)
Ziqi Xu, Yahui Lu, Yu Jiang
Research on Mini-Batch Affinity Propagation Clustering Algorithm. DSAA (2022)
Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le
Causal Inference with Conditional Instruments using Deep Generative Models. CoRR (2022)
Ziqi Xu, Jingcheng Li, Yanjun Pan, Loukas Lazos, Ming Li, Nirnimesh Ghose
PoF: Proof-of-Following for Vehicle Platoons. NDSS (2022)
Meng Niu, Qingmian Han, Bo Cheng, Meng Wang, Ziqi Xu, Wenyuan Gu, Shuhao Zhang, Junliang Chen
HARS: A High-Available and Resource-Saving Service Function Chain Placement Approach in Data Center Networks. IEEE Trans. Netw. Serv. Manag. 19 (2) (2022)
Yanjun Pan, Ziqi Xu, Ming Li, Loukas Lazos
Man-in-the-Middle Attack Resistant Secret Key Generation via Channel Randomization. MobiHoc (2021)
Ziqi Xu, Chao Xu, Jing Hu, Zhaopeng Meng
Robust resistance to noise and outliers: Screened Poisson Surface Reconstruction using adaptive kernel density estimation. Comput. Graph. 97 (2021)
Ziqi Xu, Qingmian Han, Bo Cheng, Meng Niu, Junliang Chen
HASP: High Availability SFC Placement Approach in Data Center Network. HPCC/DSS/SmartCity/DependSys (2021)
Ziqi Xu, Jingcheng Li, Yanjun Pan, Loukas Lazos, Ming Li, Nirnimesh Ghose
PoF: Proof-of-Following for Vehicle Platoons. CoRR (2021)
Yanjun Pan, Ziqi Xu, Ming Li, Loukas Lazos
Man-in-the-Middle Attack Resistant Secret Key Generation via Channel Randomization. CoRR (2021)
Ziqi Xu, Mingyao Li, Zhikai Hou, Jinhao Lyu, Na Zhang, Xin Lou, Zhongrong Miao, Ning Ma
Association between basilar artery configuration and Vessel Wall features: a prospective high-resolution magnetic resonance imaging study. BMC Medical Imaging 19 (1) (2019)