Ziyang Tang

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 37

Top Topics

Reinforcement Learning

Policy Evaluation

Infinite Horizon

Top Venues

Briefings Bioinform.

Publications

Zuotian Li, Xiang Liu, Ziyang Tang, Pengyue Zhang, Nanxin Jin, Michael Eadon, Qianqian Song, Yingjie Chen, Jing Su
TrajVis: a visual clinical decision support system to translate artificial intelligence trajectory models in the precision management of chronic kidney disease. CoRR (2024)
Aishwarya Budhkar, Ziyang Tang, Xiang Liu, Xuhong Zhang, Jing Su, Qianqian Song
xSiGra: explainable model for single-cell spatial data elucidation. Briefings Bioinform. 25 (5) (2024)
Ziyang Tang, Yuli Sun, Chenfang Liu, Yanjie Xu, Lin Lei
Simulated Data-Guided Incremental SAR ATR Through Feature Aggregation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Ziyang Tang, Tonglin Zhang, Baijian Yang, Jing Su, Qianqian Song
spaCI: deciphering spatial cellular communications through adaptive graph model. Briefings Bioinform. 24 (1) (2023)
Huyunting Huang, Ziyang Tang, Tonglin Zhang, Baijian Yang, Qianqian Song, Jing Su
Feature Selection for Unsupervised Machine Learning. SmartCloud (2023)
Ziyang Tang, Xiang Liu, Zuotian Li, Tonglin Zhang, Baijian Yang, Jing Su, Qianqian Song
SpaRx: elucidate single-cell spatial heterogeneity of drug responses for personalized treatment. Briefings Bioinform. 24 (6) (2023)
Huyunting Huang, Ziyang Tang, Tonglin Zhang, Baijian Justin Yang
Improved Clustering Using Nice Initialization. GLOBECOM (2023)
Xing Han, Ziyang Tang, Joydeep Ghosh, Qiang Liu
Split Localized Conformal Prediction. CoRR (2022)
Ziyang Tang, Yihao Feng, Qiang Liu
Operator Deep Q-Learning: Zero-Shot Reward Transferring in Reinforcement Learning. CoRR (2022)
Liu Liu, Ziyang Tang, Lanqing Li, Dijun Luo
Robust Imitation Learning from Corrupted Demonstrations. CoRR (2022)
Shijun Li, Ziyang Tang, Nanxin Jin, Qiansu Yang, Gang Liu, Tiefang Liu, Jianxing Hu, Sijun Liu, Ping Wang, Jingru Hao, Zhiqiang Zhang, Xiaojing Zhang, Jinfeng Li, Xin Wang, Zhenzhen Li, Yi Wang, Baijian Yang, Lin Ma
Uncovering Brain Differences in Preschoolers and Young Adolescents with Autism Spectrum Disorder Using Deep Learning. Int. J. Neural Syst. 32 (9) (2022)
Ziyang Tang, Yiheng Duan, Steven Zhu, Stephanie Zhang, Lihong Li
Estimating Long-term Effects from Experimental Data. RecSys (2022)
Ziyang Tang, Yiheng Duan, Stephanie Zhang, Lihong Li
A Reinforcement Learning Approach to Estimating Long-term Treatment Effects. CoRR (2022)
Jing Su, Pengyue Zhang, Zuoyi Zhang, Michael Eadon, Xiaochun Li, Tian He, Stanley Taylor, Travis Johnson, Zhaorui Liu, Ziyang Tang, Baijian Yang, Qianqian Song, Kun Huang
PASC CKD: revealing the progression trajectories of sustained COVID-19-related renal injury using real-world evidence. AMIA (2021)
Ziyang Tang, Qianqian Song, Jing Su, Baijian Yang
ADNet: Identify biomarkers of Alzheimer Disease with MRI and EMR data using Deep Neural Networks. AMIA (2021)
Yihao Feng, Ziyang Tang, Na Zhang, Qiang Liu
Non-asymptotic Confidence Intervals of Off-policy Evaluation: Primal and Dual Bounds. ICLR (2021)
Weitao Tang, Corey M. Vian, Ziyang Tang, Baijian Yang
Anomaly detection of core failures in die casting X-ray inspection images using a convolutional autoencoder. Mach. Vis. Appl. 32 (4) (2021)
Yihao Feng, Ziyang Tang, Na Zhang, Qiang Liu
Non-asymptotic Confidence Intervals of Off-policy Evaluation: Primal and Dual Bounds. CoRR (2021)
Ziyang Tang, Yihao Feng, Na Zhang, Jian Peng, Qiang Liu
Off-Policy Interval Estimation with Lipschitz Value Iteration. NeurIPS (2020)
Yihao Feng, Tongzheng Ren, Ziyang Tang, Qiang Liu
Accountable Off-Policy Evaluation With Kernel Bellman Statistics. ICML (2020)
Ziyang Tang, Xiang Liu, Baijian Yang
PENet: Object Detection Using Points Estimation in High Definition Aerial Images. ICMLA (2020)
Weitao Tang, Xiang Liu, Huyunting Huang, Ziyang Tang, Tonglin Zhang, Baijian Yang
HOOD: High-Order Orthogonal Decomposition for Tensors. SmartCom (2020)
Yihao Feng, Tongzheng Ren, Ziyang Tang, Qiang Liu
Accountable Off-Policy Evaluation With Kernel Bellman Statistics. CoRR (2020)
Ziyang Tang, Yihao Feng, Na Zhang, Jian Peng, Qiang Liu
Off-Policy Interval Estimation with Lipschitz Value Iteration. CoRR (2020)
Ziyang Tang, Yihao Feng, Lihong Li, Dengyong Zhou, Qiang Liu
Doubly Robust Bias Reduction in Infinite Horizon Off-Policy Estimation. ICLR (2020)
Ziyang Tang, Xiang Liu, Guangyu Shen, Baijian Yang
PENet: Object Detection using Points Estimation in Aerial Images. CoRR (2020)
Ziyang Tang, Yihao Feng, Lihong Li, Dengyong Zhou, Qiang Liu
Doubly Robust Bias Reduction in Infinite Horizon Off-Policy Estimation. CoRR (2019)
Xiang Liu, Ziyang Tang, Huyunting Huang, Tonglin Zhang, Baijian Yang
Multiple Learning for Regression in Big Data. ICMLA (2019)
Dilin Wang, Ziyang Tang, Chandrajit Bajaj, Qiang Liu
Stein Variational Gradient Descent With Matrix-Valued Kernels. CoRR (2019)
Xiang Liu, Ziyang Tang, Baijian Yang
Predicting Network Attacks with CNN by Constructing Images from NetFlow Data. BigDataSecurity/HPSC/IDS (2019)
Xiang Liu, Huyunting Huang, Ziyang Tang, Tonglin Zhang, Baijian Yang
Sparse Block Regression (SBR) for Big Data with Categorical Variables. IEEE BigData (2019)
Dilin Wang, Ziyang Tang, Chandrajit Bajaj, Qiang Liu
Stein Variational Gradient Descent With Matrix-Valued Kernels. NeurIPS (2019)
Xiang Liu, Ziyang Tang, Huyunting Huang, Tonglin Zhang, Baijian Yang
Multiple Learning for Regression in big data. CoRR (2019)
Ziyang Tang, Xiang Liu, Yingjie Victor Chen, Baijian Yang
The Role of Multiple Representations and Representational Fluency in Cryptography Education. SIGITE (2019)
Qiang Liu, Lihong Li, Ziyang Tang, Dengyong Zhou
Breaking the Curse of Horizon: Infinite-Horizon Off-Policy Estimation. CoRR (2018)
Qiang Liu, Lihong Li, Ziyang Tang, Dengyong Zhou
Breaking the Curse of Horizon: Infinite-Horizon Off-Policy Estimation. NeurIPS (2018)
Hao Chen, Zihan Lei, Tian Liu, Ziyang Tang, Chaoyi Wang, Ke Xu
Complexity of domination, hamiltonicity and treewidth for tree convex bipartite graphs. J. Comb. Optim. 32 (1) (2016)
Chaoyi Wang, Hao Chen, Zihan Lei, Ziyang Tang, Tian Liu, Ke Xu
-Complete Domination, Hamiltonicity and Treewidth. FAW (2014)