Zixuan Liu

According to our database, Zixuan Liu authored at least 65 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

NN-Based Reinforcement Learning Optimal Control for Inequality-Constrained Nonlinear Discrete-Time Systems With Disturbances.

Shu Li, Liang Ding, Miao Zheng, Zixuan Liu, Xinyu Li, Huaiguang Yang, Haibo Gao, Zongquan Deng

IEEE Trans. Neural Networks Learn. Syst., November, 2024

Dynamic Clusters Supported Bi-Level Control System With Lower Communication Requirements for a Distribution Network With Distributed Battery and Photovoltaic Systems.

Runfan Zhang, Zixuan Liu, Zhaohong Bie, Branislav Hredzak

IEEE Trans. Smart Grid, July, 2024

Stand in surgeon's shoes: virtual reality cross-training to enhance teamwork in surgery.

Benjamin D. Killeen, Han Zhang, Liam J. Wang, Zixuan Liu, Constantin Kleinbeck, Michael Rosen, Russell H. Taylor, Greg Osgood, Mathias Unberath

Int. J. Comput. Assist. Radiol. Surg., June, 2024

Multilevel assessment method for post-earthquake functionality of medical buildings considering component-department-floor interdependencies.

Qingle Cheng, Linlin Xie, Zhencong Wang, Zixuan Liu, Xinzheng Lu, Xinyu Wang

Reliab. Eng. Syst. Saf., 2024

Synthetic imagery for fuzzy object detection: A comparative study.

Siavash H. Khajavi, Mehdi Moshtaghi, Dikai Yu, Zixuan Liu, Kary Främling, Jan Holmström

CoRR, 2024

Robust Guided Diffusion for Offline Black-Box Optimization.

Can Chen, Christopher Beckham, Zixuan Liu, Xue (Steve) Liu, Christopher Pal

CoRR, 2024

OCTCube: A 3D foundation model for optical coherence tomography that improves cross-dataset, cross-disease, cross-device and cross-modality analysis.

Zixuan Liu, Hanwen Xu, Addie Woicik, Linda G. Shapiro, Marian Blazes, Yue Wu, Cecilia S. Lee, Aaron Y. Lee, Sheng Wang

CoRR, 2024

Parallel Ising Annealer via Gradient-based Hamiltonian Monte Carlo.

Hao Wang, Zixuan Liu, Zhixin Xie, Langyu Li, Zibo Miao, Wei Cui, Yu Pan

CoRR, 2024

ManiFoundation Model for General-Purpose Robotic Manipulation of Contact Synthesis with Arbitrary Objects and Robots.

Zhixuan Xu, Chongkai Gao, Zixuan Liu, Gang Yang, Chenrui Tie, Haozhuo Zheng, Haoyu Zhou, Weikun Peng, Debang Wang, Tianyi Chen, Zhouliang Yu, Lin Shao

CoRR, 2024

Enhancing LLM Safety via Constrained Direct Preference Optimization.

Zixuan Liu, Xiaolin Sun, Zizhan Zheng

CoRR, 2024

T-Rex: Text-assisted Retrosynthesis Prediction.

Yifeng Liu, Hanwen Xu, Tangqi Fang, Haocheng Xi, Zixuan Liu, Sheng Zhang, Hoifung Poon, Sheng Wang

CoRR, 2024

MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning.

Haozhe Zhao, Zefan Cai, Shuzheng Si, Xiaojian Ma, Kaikai An, Liang Chen, Zixuan Liu, Sheng Wang, Wenjuan Han, Baobao Chang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Revisiting Plasticity in Visual Reinforcement Learning: Data, Modules and Training Stages.

Guozheng Ma, Lu Li, Sen Zhang, Zixuan Liu, Zhen Wang, Yixin Chen, Li Shen, Xueqian Wang, Dacheng Tao

Proceedings of the Twelfth International Conference on Learning Representations, 2024

DFWLayer: Differentiable Frank-Wolfe Optimization Layer.

Zixuan Liu, Liu Liu, Xueqian Wang, Peilin Zhao

Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

First Principle Modeling of a Morphable Unmanned Aerial-Aquatic Vehicle: Mirs-Alioth.

Dongyue Huang, Minghao Dou, Xuchen Liu, Ruixin Yan, Songqun Gao, Zixuan Liu, Biao Wang, Lihua Dou, Ben M. Chen

Proceedings of the 18th IEEE International Conference on Control & Automation, 2024

2023

Distributed Deep Learning Optimization of Heat Equation Inverse Problem Solvers.

Zhuowei Wang, Le Yang, Haoran Lin, Genping Zhao, Zixuan Liu, Xiaoyu Song

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., December, 2023

Research on Public Opinion Propagation of Emergency Reversal Based on Machine Learning.

Xianwen Wu, Zixuan Liu

Int. J. Comput. Intell. Syst., December, 2023

An empirical study of software architecture resilience evaluation methods.

Jiaxin Pan, Zixuan Liu, Donglin Li, Lulu Wang, Bixin Li

J. Syst. Softw., August, 2023

Constructing High Radix Quotient Digit Selection Tables for SRT Division and Square Root.

Zixuan Liu, Xiaoyu Song, Zhuowei Wang, Yan Wang, Jian-Tao Zhou

IEEE Trans. Computers, July, 2023

A Personalized and Smart Flowerpot Enabled by 3D Printing and Cloud Technology for Ornamental Horticulture.

Yecheng Li, Jiaxing Luo, Zixuan Liu, Daosheng Wu, Cheng Zhang

Sensors, July, 2023

Performance prediction of random variable-width microfluidic chips by convolutional neural networks.

Junnan Yu, Yang Cheng, Zixuan Liu, Yibo Qi, Jianfeng Yu

Microelectron. J., March, 2023

Dynamics Adapted Imitation Learning.

Zixuan Liu, Liu Liu, Bingzhe Wu, Lanqing Li, Xueqian Wang, Bo Yuan, Peilin Zhao

Trans. Mach. Learn. Res., 2023

An End-Cloud Collaborated Framework for Transferable Non-Intrusive Load Monitoring.

Changyu Chen, Guangchao Geng, Heyang Yu, Zixuan Liu, Quanyuan Jiang

IEEE Trans. Cloud Comput., 2023

Structural Analysis of the Evolution Mechanism of Online Public Opinion and its Development Stages Based on Machine Learning and Social Network Analysis.

Zixuan Liu, Xianwen Wu

Int. J. Comput. Intell. Syst., 2023

Underwater motions analysis and control of a coupling-tiltable unmanned aerial-aquatic quadrotor.

Dongyue Huang, Chenggang Wang, Minghao Dou, Xuchen Liu, Zixuan Liu, Biao Wang, Ben M. Chen

CoRR, 2023

Enhancing Cross-Dataset Performance of Distracted Driving Detection With Score-Softmax Classifier.

Cong Duan, Zixuan Liu, Jiahao Xia, Minghai Zhang, Jiacai Liao, Libo Cao

CoRR, 2023

ChiMera: Learning with noisy labels by contrasting mixed-up augmentations.

Zixuan Liu, Xin Zhang, Junjun He, Dan Fu, Dimitris Samaras, Robby Tan, Xiao Wang, Sheng Wang

CoRR, 2023

Differentiable Frank-Wolfe Optimization Layer.

Zixuan Liu, Liu Liu, Xueqian Wang, Peilin Zhao

CoRR, 2023

Digital Twin for Safety and Security: Perspectives on Building Lifecycle.

Siavash H. Khajavi, Müge Tetik, Zixuan Liu, Pasi K. Korhonen, Jan Holmström

IEEE Access, 2023

Organizational Debt in Large-Scale Hybrid Agile Software Development: A Case Study on Coordination Mechanisms.

Zixuan Liu, Viktoria Stray, Tor Sporsem

Proceedings of the Agile Processes in Software Engineering and Extreme Programming - Workshops, 2023

Importance-aware Co-teaching for Offline Model-based Optimization.

Ye Yuan, Can Chen, Zixuan Liu, Willie Neiswanger, Xue (Steve) Liu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Parallel-mentoring for Offline Model-based Optimization.

Can Chen, Christopher Beckham, Zixuan Liu, Xue (Steve) Liu, Chris Pal

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

ASDR: An Application-Specific Deadlock-Free Routing for Chiplet-Based Systems.

Yaoyao Ye, Zixuan Liu, Jungan Liu, Li Jiang

Proceedings of the 16th International Workshop on Network on Chip Architectures, 2023

Development of an MRI Guided Auxiliary Robot for Spinal Injections.

Depeng Liu, Zixuan Liu, Gang Li, Laura Connolly, Guofeng Shen, Iulian Iordachita

Proceedings of the Seventh IEEE International Conference on Robotic Computing, 2023

Over-Training with Mixup May Hurt Generalization.

Zixuan Liu, Ziqiao Wang, Hongyu Guo, Yongyi Mao

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Design and Analysis of a New Type of Solar Panel.

Zixuan Liu, Xingyu Liu, Zhen Zhang, Ziming Chen

Proceedings of the Intelligent Robotics and Applications - 16th International Conference, 2023

Evaluating the Resilience of Software Architecture Based on Minimal Path.

Donglin Li, Zixuan Liu, Jiaxin Pan, Bixin Li

Proceedings of the 10th International Conference on Dependable Systems and Their Applications, 2023

ForeSeer: Product Aspect Forecasting Using Temporal Graph Embedding.

Zixuan Liu, Gaurush Hiranandani, Kun Qian, Edward W. Huang, Yi Xu, Belinda Zeng, Karthik Subbian, Sheng Wang

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

SrNFT: Simple Restricted Non-Fungible Token Framework for Transactions With Risk Detection.

Zixuan Liu, Yirui Bai, Tiankai Xu, Haoyu Gao, Hong Lei

Proceedings of the IEEE International Conference on Blockchain, 2023

A cross-chain identity authentication scheme based on DID.

Yirui Bai, Zixuan Liu, Xuefeng Liu, Xiang Lu, Hong Lei

Proceedings of the IEEE International Conference on Blockchain, 2023

2022

Event-based adaptive neural network asymptotic control design for nonstrict feedback nonlinear system with state constraints.

Yongchao Liu, Qidan Zhu, Zixuan Liu

Neural Comput. Appl., 2022

Auction-based approach with improved disjunctive graph model for job shop scheduling problem with parallel batch processing.

Chengkuan Zeng, Guiqing Qi, Zixuan Liu, Jiafu Tang, Zhi-Ping Fan, Chongjun Yan

Eng. Appl. Artif. Intell., 2022

Gradient-based Bi-level Optimization for Deep Learning: A Survey.

Can Chen, Xi Chen, Chen Ma, Zixuan Liu, Xue Liu

CoRR, 2022

Predicting circRNA-drug sensitivity associations via graph attention auto-encoder.

Lei Deng, Zixuan Liu, Yurong Qian, Jingpu Zhang

BMC Bioinform., 2022

Brain-Aware Replacements for Supervised Contrastive Learning in Detection of Alzheimer's Disease.

Mehmet Saygin Seyfioglu, Zixuan Liu, Pranav Kamath, Sadjyot Gangolli, Sheng Wang, Thomas J. Grabowski, Linda G. Shapiro

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

SleepHill: Designing an Incrementally Bouncing Pillow as a Comfortable Wake-Up Approach.

Wenshu Xun, Pengsong Zhang, Zixuan Liu, Yufei Meng, Yaqi Zheng, Renyao Zou, Xipei Ren

Proceedings of the Entertainment Computing - ICEC 2022, 2022

Joint model for learning state recognition with combining action detection and object detection.

Qiubo Huang, Zixuan Liu, Ting Lu

Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2022

A Differentiable Neural Computer for Logic Reasoning with Scalable Near-Memory Computing and Sparsity Based Enhancement.

Yuhao Ju, Shiyu Guo, Zixuan Liu, Tianyu Jia, Jie Gu

Proceedings of the 48th IEEE European Solid State Circuits Conference, 2022

Textomics: A Dataset for Genomics Data Summary Generation.

Mu-Chun Wang, Zixuan Liu, Sheng Wang

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Optimization Research of Artificial Intelligence and Wireless Sensor Networks in Smart Pension.

Liqing Li, Linli Jiang, Zixuan Liu

Sci. Program., 2021

Longitudinal self-supervised learning.

Qingyu Zhao, Zixuan Liu, Ehsan Adeli, Kilian M. Pohl

Medical Image Anal., 2021

CoDiM: Learning with Noisy Labels via Contrastive Semi-Supervised Learning.

Xin Zhang, Zixuan Liu, Kaiwen Xiao, Tian Shen, Junzhou Huang, Wei Yang, Dimitris Samaras, Xiao Han

CoRR, 2021

GraghVQA: Language-Guided Graph Neural Networks for Graph-based Visual Question Answering.

Weixin Liang, Yanhao Jiang, Zixuan Liu

CoRR, 2021

Biomechanical comparison of four types of instrumentation constructs for revision surgery in lumbar adjacent segment disease: A finite element study.

Quan-chang Tan, Zixuan Liu, Yan Zhao, Xin-yi Huang, Hao Bai, Zhao Yang, Xiong Zhao, Cheng-Fei Du, Wei Lei, Zi-xiang Wu

Comput. Biol. Medicine, 2021

Does oblique lumbar interbody fusion promote adjacent degeneration in degenerative disc disease: A finite element analysis.

Cheng-Fei Du, Xin-Yi Cai, Wu Gui, Meng-Si Sun, Zixuan Liu, Chun-Jie Liu, Chun-Qiu Zhang, Yun-Peng Huang

Comput. Biol. Medicine, 2021

Imprecise Fusion Operators for Collective Learning.

Zixuan Liu, Michael Crosscombe, Jonathan Lawry

Proceedings of the 2021 Conference on Artificial Life, 2021

Going Beyond Saliency Maps: Training Deep Models to Interpret Deep Models.

Zixuan Liu, Ehsan Adeli, Kilian M. Pohl, Qingyu Zhao

Proceedings of the Information Processing in Medical Imaging, 2021

Research Overview on Carbon Emission Models.

Xudong Li, Wei Zhou, Zixuan Liu, Haowei Li, Jing Lu

Proceedings of the 16th International Conference on Computer Science & Education, 2021

A Low-Cost Wearable Hand Gesture Detecting System Based on IMU and Convolutional Neural Network.

Pu-Fan Xu, Zixuan Liu, Fei Li, Hai-Peng Wang

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Learning from electronic health records across multiple sites: A communication-efficient and privacy-preserving distributed algorithm.

Rui Duan, Mary Regina Boland, Zixuan Liu, Yue Liu, Howard H. Chang, Hua Xu, Haitao Chu, Christopher H. Schmid, Christopher B. Forrest, John H. Holmes, Martijn J. Schuemie, Jesse A. Berlin, Jason H. Moore, Yong Chen

J. Am. Medical Informatics Assoc., 2020

Temporal and spatial evolution of online public sentiment on emergencies.

Shiyue Li, Zixuan Liu, Yanling Li

Inf. Process. Manag., 2020

LSSL: Longitudinal Self-Supervised Learning.

Qingyu Zhao, Zixuan Liu, Ehsan Adeli, Kilian M. Pohl

CoRR, 2020

DAWSON: A Domain Adaptive Few Shot Generation Framework.

Weixin Liang, Zixuan Liu, Can Liu

CoRR, 2020

A lattice Boltzmann model for the fractional advection-diffusion equation coupled with incompressible Navier-Stokes equation.

Rui Du, Zixuan Liu

Appl. Math. Lett., 2020

2016

A Method of Recognizing Curve Direction Based on Hough Transform.

Wenli Zhang, Huibin Li, Xiao Yan, Zixuan Liu

Proceedings of the 9th International Symposium on Computational Intelligence and Design, 2016