Tree Convex Bipartite Graphs: NP -Complete Domination, Hamiltonicity and Treewidth. - Chaoyi Wang; Hao Chen; Zihan Lei; Ziyang Tang; Tian Liu 001; Ke Xu 001 (FAW, 2014)

Complexity of domination, hamiltonicity and treewidth for tree convex bipartite graphs. - Hao Chen; Zihan Lei; Tian Liu 001; Ziyang Tang; Chaoyi Wang; Ke Xu 001 (J. Comb. Optim., 2016)

Breaking the Curse of Horizon: Infinite-Horizon Off-Policy Estimation. - Qiang Liu 001; Lihong Li 001; Ziyang Tang; Dengyong Zhou (NeurIPS, 2018)

Sparse Block Regression (SBR) for Big Data with Categorical Variables. - Xiang Liu 016; Huyunting Huang; Ziyang Tang; Tonglin Zhang; Baijian Yang 001 (IEEE BigData, 2019)

Predicting Network Attacks with CNN by Constructing Images from NetFlow Data. - Xiang Liu 016; Ziyang Tang; Baijian Yang 001 (BigDataSecurity/HPSC/IDS, 2019)

Multiple Learning for Regression in Big Data. - Xiang Liu 016; Ziyang Tang; Huyunting Huang; Tonglin Zhang; Baijian Yang 001 (ICMLA, 2019)

Stein Variational Gradient Descent With Matrix-Valued Kernels. - Dilin Wang; Ziyang Tang; Chandrajit Bajaj; Qiang Liu 001 (NeurIPS, 2019)

The Role of Multiple Representations and Representational Fluency in Cryptography Education. - Ziyang Tang; Xiang Liu 016; Yingjie Victor Chen; Baijian Yang 001 (SIGITE, 2019)

Doubly Robust Bias Reduction in Infinite Horizon Off-Policy Estimation. - Ziyang Tang; Yihao Feng; Lihong Li 001; Dengyong Zhou; Qiang Liu 001 (ICLR, 2020)

Accountable Off-Policy Evaluation With Kernel Bellman Statistics. - Yihao Feng; Tongzheng Ren; Ziyang Tang; Qiang Liu 001 (ICML, 2020)

PENet: Object Detection Using Points Estimation in High Definition Aerial Images. - Ziyang Tang; Xiang Liu 016; Baijian Yang 001 (ICMLA, 2020)

Off-Policy Interval Estimation with Lipschitz Value Iteration. - Ziyang Tang; Yihao Feng; Na Zhang; Jian Peng 001; Qiang Liu 001 (NeurIPS, 2020)

HOOD: High-Order Orthogonal Decomposition for Tensors. - Weitao Tang; Xiang Liu 016; Huyunting Huang; Ziyang Tang; Tonglin Zhang; Baijian Yang 001 (SmartCom, 2020)

PENet: Object Detection using Points Estimation in Aerial Images. - Ziyang Tang; Xiang Liu 016; Guangyu Shen; Baijian Yang 001 (CoRR, 2020)

PASC CKD: revealing the progression trajectories of sustained COVID-19-related renal injury using real-world evidence. - Jing Su 003; Pengyue Zhang; Zuoyi Zhang; Michael Eadon; Xiaochun Li 003; Tian He; Stanley Taylor; Travis Johnson; Zhaorui Liu; Ziyang Tang; Baijian Yang 001; Qianqian Song; et al. (AMIA, 2021)

ADNet: Identify biomarkers of Alzheimer Disease with MRI and EMR data using Deep Neural Networks. - Ziyang Tang; Qianqian Song; Jing Su 003; Baijian Yang 001 (AMIA, 2021)

Non-asymptotic Confidence Intervals of Off-policy Evaluation: Primal and Dual Bounds. - Yihao Feng; Ziyang Tang; Na Zhang; Qiang Liu 001 (ICLR, 2021)

Anomaly detection of core failures in die casting X-ray inspection images using a convolutional autoencoder. - Weitao Tang; Corey M. Vian; Ziyang Tang; Baijian Yang 001 (Mach. Vis. Appl., 2021)

Estimating Long-term Effects from Experimental Data. - Ziyang Tang; Yiheng Duan; Steven Zhu; Stephanie Zhang; Lihong Li 001 (RecSys, 2022)

Operator Deep Q-Learning: Zero-Shot Reward Transferring in Reinforcement Learning. - Ziyang Tang; Yihao Feng; Qiang Liu 001 (CoRR, 2022)

Robust Imitation Learning from Corrupted Demonstrations. - Liu Liu 014; Ziyang Tang; Lanqing Li; Dijun Luo (CoRR, 2022)

Split Localized Conformal Prediction. - Xing Han; Ziyang Tang; Joydeep Ghosh; Qiang Liu 001 (CoRR, 2022)

A Reinforcement Learning Approach to Estimating Long-term Treatment Effects. - Ziyang Tang; Yiheng Duan; Stephanie Zhang; Lihong Li 001 (CoRR, 2022)

Uncovering Brain Differences in Preschoolers and Young Adolescents with Autism Spectrum Disorder Using Deep Learning. - Shijun Li; Ziyang Tang; Nanxin Jin; Qiansu Yang; Gang Liu; Tiefang Liu; Jianxing Hu; Sijun Liu; Ping Wang; Jingru Hao; Zhiqiang Zhang; Xiaojing Zhang; et al. (Int. J. Neural Syst., 2022)

Improved Clustering Using Nice Initialization. - Huyunting Huang; Ziyang Tang; Tonglin Zhang; Baijian Yang 001 (GLOBECOM, 2023)

Feature Selection for Unsupervised Machine Learning. - Huyunting Huang; Ziyang Tang; Tonglin Zhang; Baijian Yang 001; Qianqian Song; Jing Su 003 (SmartCloud, 2023)

spaCI: deciphering spatial cellular communications through adaptive graph model. - Ziyang Tang; Tonglin Zhang; Baijian Yang 001; Jing Su 003; Qianqian Song (Briefings Bioinform., 2023)

SpaRx: elucidate single-cell spatial heterogeneity of drug responses for personalized treatment. - Ziyang Tang; Xiang Liu 016; Zuotian Li; Tonglin Zhang; Baijian Yang 001; Jing Su 003; Qianqian Song (Briefings Bioinform., 2023)

Adapting Humanoid Locomotion over Challenging Terrain via Two-Phase Training. - Wenhao Cui; Shengtao Li; Huaxing Huang; Bangyu Qin; Tianchu Zhang; Jinchao Han; Liang Zheng; Ziyang Tang; Chenxu Hu; Yan Ning; Jiahao Chen; Zheyuan Jiang (CoRL, 2024)

xSiGra: explainable model for single-cell spatial data elucidation. - Aishwarya Budhkar; Ziyang Tang; Xiang Liu 016; Xuhong Zhang 001; Jing Su 003; Qianqian Song (Briefings Bioinform., 2024)

TrajVis: a visual clinical decision support system to translate artificial intelligence trajectory models in the precision management of chronic kidney disease. - Zuotian Li; Xiang Liu 016; Ziyang Tang; Pengyue Zhang; Nanxin Jin; Michael Eadon; Qianqian Song; Yingjie Chen; Jing Su 003 (CoRR, 2024)

TrajVis: a visual clinical decision support system to translate artificial intelligence trajectory models in the precision management of chronic kidney disease. - Zuotian Li; Xiang Liu 016; Ziyang Tang; Nanxin Jin; Pengyue Zhang; Michael Eadon; Qianqian Song; Yingjie Victor Chen; Jing Su 003 (J. Am. Medical Informatics Assoc., 2024)

Simulated Data-Guided Incremental SAR ATR Through Feature Aggregation. - Ziyang Tang; Yuli Sun; Chenfang Liu; Yanjie Xu; Lin Lei (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Think on your feet: Seamless Transition between Human-like Locomotion in Response to Changing Commands. - Huaxing Huang; Wenhao Cui; Tonghe Zhang; Shengtao Li; Jinchao Han; Bangyu Qin; Tianchu Zhang; Liang Zheng; Ziyang Tang; Chenxu Hu; Ning Yan; Jiahao Chen; et al. (CoRR, 2025)