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2020 – today
- 2025
[j9]Lili Liu, Haixiang Zhang, Yinan Zheng
, Tao Gao, Cheng Zheng, Kai Zhang, Lifang Hou, Lei Liu:
High-dimensional mediation analysis for longitudinal mediators and survival outcomes. Briefings Bioinform. 26(3) (2025)- [j8]Yinan Zheng, Feng Gao, Lifang Hou:
PathwayVote: an R package for robust pathway enrichment analysis for DNA methylation data using a consensus-based voting framework. Bioinform. 41(11) (2025) - [c13]Kaichen Xu, Qilong Wu, Yan Lu, Yinan Zheng, Wenlin Li, Xingjie Tang, Jun Wang, Xiaobo Sun:
MEATRD: Multimodal Anomalous Tissue Region Detection Enhanced with Spatial Transcriptomics. AAAI 2025: 12918-12926 - [c12]Jinliang Zheng, Jianxiong Li, Dongxiu Liu, Yinan Zheng, Zhihao Wang, Zhonghong Ou, Yu Liu, Jingjing Liu, Ya-Qin Zhang, Xianyuan Zhan:
Universal Actions for Enhanced Embodied Foundation Models. CVPR 2025: 22508-22519 - [c11]Tenglong Liu, Jianxiong Li, Yinan Zheng, Haoyi Niu, Yixing Lan, Xin Xu, Xianyuan Zhan:
Skill Expansion and Composition in Parameter Space. ICLR 2025 - [c10]Yinan Zheng, Ruiming Liang, Kexin Zheng, Jinliang Zheng, Liyuan Mao, Jianxiong Li, Weihao Gu, Rui Ai, Shengbo Eben Li, Xianyuan Zhan, Jingjing Liu:
Diffusion-Based Planning for Autonomous Driving with Flexible Guidance. ICLR 2025 - [c9]Dongxiu Liu, Haoyi Niu, Zhihao Wang, Jinliang Zheng, Yinan Zheng, Zhonghong Ou, Jianming Hu, Jianxiong Li, Xianyuan Zhan:
Efficient Robotic Policy Learning via Latent Space Backward Planning. ICML 2025 - [i19]Jinliang Zheng, Jianxiong Li, Dongxiu Liu, Yinan Zheng, Zhihao Wang, Zhonghong Ou, Yu Liu, Jingjing Liu, Ya-Qin Zhang, Xianyuan Zhan:
Universal Actions for Enhanced Embodied Foundation Models. CoRR abs/2501.10105 (2025) - [i18]Yinan Zheng, Ruiming Liang, Kexin Zheng, Jinliang Zheng, Liyuan Mao, Jianxiong Li, Weihao Gu, Rui Ai, Shengbo Eben Li, Xianyuan Zhan, Jingjing Liu:
Diffusion-Based Planning for Autonomous Driving with Flexible Guidance. CoRR abs/2501.15564 (2025) - [i17]Tenglong Liu, Jianxiong Li, Yinan Zheng, Haoyi Niu, Yixing Lan, Xin Xu, Xianyuan Zhan:
Skill Expansion and Composition in Parameter Space. CoRR abs/2502.05932 (2025) - [i16]Shiyue Zhao, Junzhi Zhang, Neda Masoud, Jianxiong Li, Yinan Zheng, Xiaohui Hou:
Reachability-Aware Reinforcement Learning for Collision Avoidance in Human-Machine Shared Control. CoRR abs/2502.10610 (2025) - [i15]Dongxiu Liu, Haoyi Niu, Zhihao Wang, Jinliang Zheng, Yinan Zheng, Zhonghong Ou, Jianming Hu, Jianxiong Li, Xianyuan Zhan:
Efficient Robotic Policy Learning via Latent Space Backward Planning. CoRR abs/2505.06861 (2025) - [i14]Pengxiang Li, Yinan Zheng, Yue Wang, Huimin Wang, Hang Zhao, Jingjing Liu, Xianyuan Zhan, Kun Zhan, Xianpeng Lang:
Discrete Diffusion for Reflective Vision-Language-Action Models in Autonomous Driving. CoRR abs/2509.20109 (2025) - [i13]Zhihao Wang, Jianxiong Li, Jinliang Zheng, Wencong Zhang, Dongxiu Liu, Yinan Zheng, Haoyi Niu, Junzhi Yu, Xianyuan Zhan:
PhysiAgent: An Embodied Agent Framework in Physical World. CoRR abs/2509.24524 (2025) - [i12]Jinliang Zheng, Jianxiong Li, Zhihao Wang, Dongxiu Liu, Xirui Kang, Yuchun Feng, Yinan Zheng, Jiayin Zou, Yilun Chen, Jia Zeng, Ya-Qin Zhang, Jiangmiao Pang, Jingjing Liu, Tai Wang, Xianyuan Zhan:
X-VLA: Soft-Prompted Transformer as Scalable Cross-Embodiment Vision-Language-Action Model. CoRR abs/2510.10274 (2025) - [i11]Tianyi Tan, Yinan Zheng, Ruiming Liang, Zexu Wang, Kexin Zheng, Jinliang Zheng, Jianxiong Li, Xianyuan Zhan, Jingjing Liu:
Flow Matching-Based Autonomous Driving Planning with Advanced Interactive Behavior Modeling. CoRR abs/2510.11083 (2025) - [i10]Kexin Zheng, Lauriane Teyssier, Yinan Zheng, Yu Luo, Xianyuan Zhan:
Towards Robust Zero-Shot Reinforcement Learning. CoRR abs/2510.15382 (2025) - [i9]Jack Qin, Zhitao Wang, Yinan Zheng, Keyu Chen, Yang Zhou, Yuanxin Zhong, Siyuan Cheng:
Enhancing End-to-End Autonomous Driving with Risk Semantic Distillaion from VLM. CoRR abs/2511.14499 (2025) - [i8]Xiaoshuai Hao, Lei Zhou, Zhijian Huang, Zhiwen Hou, Yingbo Tang, Lingfeng Zhang, Guang Li, Zheng Lu, Shuhuai Ren, Xianhui Meng, Yuchen Zhang, Jing Wu, Jinghui Lu, Chenxu Dang, Jiayi Guan, Jianhua Wu, Zhiyi Hou, Hanbing Li, Shumeng Xia, Mingliang Zhou, Yinan Zheng, Zihao Yue, Shuhao Gu, Hao Tian, Yuannan Shen, Jianwei Cui, Wen Zhang, Shaoqing Xu, Bing Wang, Haiyang Sun, Zeyu Zhu, Yuncheng Jiang, Zibin Guo, Chuhong Gong, Chaofan Zhang, Wenbo Ding, Kun Ma, Guang Chen, Rui Cai, Diyun Xiang, Heng Qu, Fuli Luo, Hangjun Ye, Long Chen:
MiMo-Embodied: X-Embodied Foundation Model Technical Report. CoRR abs/2511.16518 (2025) - 2024
- [j7]Haixiang Zhang, Xiumei Hong, Yinan Zheng, Lifang Hou, Cheng Zheng, Xiaobin Wang, Lei Liu:
High-dimensional quantile mediation analysis with application to a birth cohort study of mother-newborn pairs. Bioinform. 40(2) (2024) - [c8]Yinan Zheng, Jianxiong Li, Dongjie Yu, Yujie Yang, Shengbo Eben Li, Xianyuan Zhan, Jingjing Liu:
Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model. ICLR 2024 - [c7]Jianxiong Li, Jinliang Zheng, Yinan Zheng, Liyuan Mao, Xiao Hu, Sijie Cheng, Haoyi Niu, Jihao Liu, Yu Liu, Jingjing Liu, Ya-Qin Zhang, Xianyuan Zhan:
DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning. ICML 2024 - [c6]Jinliang Zheng, Jianxiong Li, Sijie Cheng, Yinan Zheng, Jiaming Li, Jihao Liu, Yu Liu, Jingjing Liu, Xianyuan Zhan:
Instruction-Guided Visual Masking. NeurIPS 2024 - [i7]Yinan Zheng, Jianxiong Li, Dongjie Yu, Yujie Yang, Shengbo Eben Li, Xianyuan Zhan, Jingjing Liu:
Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model. CoRR abs/2401.10700 (2024) - [i6]Jianxiong Li, Jinliang Zheng, Yinan Zheng, Liyuan Mao, Xiao Hu, Sijie Cheng, Haoyi Niu, Jihao Liu, Yu Liu, Jingjing Liu, Ya-Qin Zhang, Xianyuan Zhan:
DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning. CoRR abs/2402.18137 (2024) - [i5]Jinliang Zheng, Jianxiong Li, Sijie Cheng, Yinan Zheng, Jiaming Li, Jihao Liu, Yu Liu, Jingjing Liu, Xianyuan Zhan:
Instruction-Guided Visual Masking. CoRR abs/2405.19783 (2024) - [i4]Kaichen Xu, Qilong Wu, Yan Lu, Yinan Zheng, Wenlin Li, Xingjie Tang, Jun Wang, Xiaobo Sun:
MEATRD: Multimodal Anomalous Tissue Region Detection Enhanced with Spatial Transcriptomics. CoRR abs/2412.10659 (2024) - 2023
- [c5]Xiangsen Wang, Haoran Xu, Yinan Zheng, Xianyuan Zhan:
Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularization. NeurIPS 2023 - [i3]Xiangsen Wang, Haoran Xu, Yinan Zheng, Xianyuan Zhan:
Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularization. CoRR abs/2307.11620 (2023) - 2022
- [j6]Chamila Perera, Haixiang Zhang, Yinan Zheng, Lifang Hou, Annie Qu, Cheng Zheng, Ke Xie, Lei Liu:
HIMA2: high-dimensional mediation analysis and its application in epigenome-wide DNA methylation data. BMC Bioinform. 23(1): 296 (2022) - [i2]Yinan Zheng, Chao Zhai:
Distributed Coverage Control of Multi-Agent Systems in Uncertain Environments using Heat Transfer Equations. CoRR abs/2204.09289 (2022) - 2021
- [j5]Haixiang Zhang, Yinan Zheng, Lifang Hou, Cheng Zheng, Lei Liu:
Mediation analysis for survival data with high-dimensional mediators. Bioinform. 37(21): 3815-3821 (2021) - 2020
- [c4]Leah Kulp, Aleksandra Sarcevic, Yinan Zheng, Megan Cheng, Emily Alberto, Randall S. Burd:
Checklist Design Reconsidered: Understanding Checklist Compliance and Timing of Interactions. CHI 2020: 1-13 - [c3]Yanyi Zhang, Yue Gu, Ivan Marsic, Yinan Zheng, Randall S. Burd:
Video-based Concurrent Activity Recognition for Trauma Resuscitation. ICHI 2020: 1-6 - [i1]Timothy M. Herr, Therese A. Nelson, Luke V. Rasmussen, Yinan Zheng, Nicola Lancki, Justin B. Starren:
Design Principles Developed through User-Centered and Socio-Technical Methods Improve Clinician Satisfaction, Speed, and Confidence in Pharmacogenomic Clinical Decision Support. CoRR abs/2002.00047 (2020)
2010 – 2019
- 2019
- [c2]Leah Kulp, Aleksandra Sarcevic, Megan Cheng, Yinan Zheng, Randall S. Burd:
Comparing the Effects of Paper and Digital Checklists on Team Performance in Time-Critical Work. CHI 2019: 547 - 2017
- [j4]Grace Yoon, Yinan Zheng, Zhou Zhang, Haixiang Zhang, Tao Gao, Brian Joyce, Wei Zhang, Weihua Guan, Andrea A. Baccarelli, Wenxin Jiang, Joel Schwartz, Pantel Vokonas, Lifang Hou, Lei Liu:
Ultra-high dimensional variable selection with application to normative aging study: DNA methylation and metabolic syndrome. BMC Bioinform. 18(1): 156:1-156:7 (2017) - 2016
- [j3]Haixiang Zhang, Yinan Zheng, Zhou Zhang, Tao Gao, Brian Joyce, Grace Yoon, Wei Zhang, Joel Schwartz, Allan C. Just, Elena Colicino, Pantel Vokonas, Lihui Zhao, Jinchi Lv, Andrea A. Baccarelli, Lifang Hou, Lei Liu:
Estimating and testing high-dimensional mediation effects in epigenetic studies. Bioinform. 32(20): 3150-3154 (2016) - 2015
- [j2]Yinan Zheng, Thomas Chase, Lily Elefteriadou, Bastian Schroeder, Virginia P. Sisiopiku:
Modeling vehicle-pedestrian interactions outside of crosswalks. Simul. Model. Pract. Theory 59: 89-101 (2015) - 2014
- [j1]Yinan Zheng, Zhe Fei, Wei Zhang, Justin B. Starren, Lei Liu, Andrea A. Baccarelli, Yi Li, Lifang Hou:
PGS: a tool for association study of high-dimensional microRNA expression data with repeated measures. Bioinform. 30(19): 2802-2807 (2014) - 2011
- [c1]Xueyang Fang, Yinan Zheng, Liuyi Gao:
Analysis of "One Road One Line with Straight Driving" Bus system based on TransCAD. EMEIT 2011: 3639-3642
Coauthor Index
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