Zixuan Liu

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 65

Top Topics

Coordination Mechanisms

Supervised Learning

Lattice Boltzmann

Top Venues

Int. J. Comput. Intell. Syst.

Publications

Zixuan Liu, Xiaolin Sun, Zizhan Zheng
Enhancing LLM Safety via Constrained Direct Preference Optimization. CoRR (2024)
Dongyue Huang, Minghao Dou, Xuchen Liu, Ruixin Yan, Songqun Gao, Zixuan Liu, Biao Wang, Lihua Dou, Ben M. Chen
First Principle Modeling of a Morphable Unmanned Aerial-Aquatic Vehicle: Mirs-Alioth. ICCA (2024)
Haozhe Zhao, Zefan Cai, Shuzheng Si, Xiaojian Ma, Kaikai An, Liang Chen, Zixuan Liu, Sheng Wang, Wenjuan Han, Baobao Chang
MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning. ICLR (2024)
Guozheng Ma, Lu Li, Sen Zhang, Zixuan Liu, Zhen Wang, Yixin Chen, Li Shen, Xueqian Wang, Dacheng Tao
Revisiting Plasticity in Visual Reinforcement Learning: Data, Modules and Training Stages. ICLR (2024)
Zhixuan Xu, Chongkai Gao, Zixuan Liu, Gang Yang, Chenrui Tie, Haozhuo Zheng, Haoyu Zhou, Weikun Peng, Debang Wang, Tianyi Chen, Zhouliang Yu, Lin Shao
ManiFoundation Model for General-Purpose Robotic Manipulation of Contact Synthesis with Arbitrary Objects and Robots. CoRR (2024)
Benjamin D. Killeen, Han Zhang, Liam J. Wang, Zixuan Liu, Constantin Kleinbeck, Michael Rosen, Russell H. Taylor, Greg Osgood, Mathias Unberath
Stand in surgeon's shoes: virtual reality cross-training to enhance teamwork in surgery. Int. J. Comput. Assist. Radiol. Surg. 19 (6) (2024)
Hao Wang, Zixuan Liu, Zhixin Xie, Langyu Li, Zibo Miao, Wei Cui, Yu Pan
Parallel Ising Annealer via Gradient-based Hamiltonian Monte Carlo. CoRR (2024)
Runfan Zhang, Zixuan Liu, Zhaohong Bie, Branislav Hredzak
Dynamic Clusters Supported Bi-Level Control System With Lower Communication Requirements for a Distribution Network With Distributed Battery and Photovoltaic Systems. IEEE Trans. Smart Grid 15 (4) (2024)
Zixuan Liu, Liu Liu, Xueqian Wang, Peilin Zhao
DFWLayer: Differentiable Frank-Wolfe Optimization Layer. Tiny Papers @ ICLR (2024)
Qingle Cheng, Linlin Xie, Zhencong Wang, Zixuan Liu, Xinzheng Lu, Xinyu Wang
Multilevel assessment method for post-earthquake functionality of medical buildings considering component-department-floor interdependencies. Reliab. Eng. Syst. Saf. 251 (2024)
Yifeng Liu, Hanwen Xu, Tangqi Fang, Haocheng Xi, Zixuan Liu, Sheng Zhang, Hoifung Poon, Sheng Wang
T-Rex: Text-assisted Retrosynthesis Prediction. CoRR (2024)
Yirui Bai, Zixuan Liu, Xuefeng Liu, Xiang Lu, Hong Lei
A cross-chain identity authentication scheme based on DID. Blockchain (2023)
Ye Yuan, Can Chen, Zixuan Liu, Willie Neiswanger, Xue (Steve) Liu
Importance-aware Co-teaching for Offline Model-based Optimization. NeurIPS (2023)
Cong Duan, Zixuan Liu, Jiahao Xia, Minghai Zhang, Jiacai Liao, Libo Cao
Enhancing Cross-Dataset Performance of Distracted Driving Detection With Score-Softmax Classifier. CoRR (2023)
Yecheng Li, Jiaxing Luo, Zixuan Liu, Daosheng Wu, Cheng Zhang
A Personalized and Smart Flowerpot Enabled by 3D Printing and Cloud Technology for Ornamental Horticulture. Sensors 23 (13) (2023)
Zixuan Liu, Xianwen Wu
Structural Analysis of the Evolution Mechanism of Online Public Opinion and its Development Stages Based on Machine Learning and Social Network Analysis. Int. J. Comput. Intell. Syst. 16 (1) (2023)
Zixuan Liu, Gaurush Hiranandani, Kun Qian, Eddie W. Huang, Yi Xu, Belinda Zeng, Karthik Subbian, Sheng Wang
ForeSeer: Product Aspect Forecasting Using Temporal Graph Embedding. CoRR (2023)
Siavash H. Khajavi, Müge Tetik, Zixuan Liu, Pasi K. Korhonen, Jan Holmström
Digital Twin for Safety and Security: Perspectives on Building Lifecycle. IEEE Access 11 (2023)
Zixuan Liu, Xiaoyu Song, Zhuowei Wang, Yan Wang, Jian-Tao Zhou
Constructing High Radix Quotient Digit Selection Tables for SRT Division and Square Root. IEEE Trans. Computers 72 (7) (2023)
Zixuan Liu, Viktoria Stray, Tor Sporsem
Organizational Debt in Large-Scale Hybrid Agile Software Development: A Case Study on Coordination Mechanisms. XP Workshops (2023)
Guozheng Ma, Lu Li, Sen Zhang, Zixuan Liu, Zhen Wang, Yixin Chen, Li Shen, Xueqian Wang, Dacheng Tao
Revisiting Plasticity in Visual Reinforcement Learning: Data, Modules and Training Stages. CoRR (2023)
Yaoyao Ye, Zixuan Liu, Jungan Liu, Li Jiang
ASDR: An Application-Specific Deadlock-Free Routing for Chiplet-Based Systems. NoCArc@MICRO (2023)
Dongyue Huang, Chenggang Wang, Minghao Dou, Xuchen Liu, Zixuan Liu, Biao Wang, Ben M. Chen
Underwater motions analysis and control of a coupling-tiltable unmanned aerial-aquatic quadrotor. CoRR (2023)
Ye Yuan, Can Chen, Zixuan Liu, Willie Neiswanger, Xue Liu
Importance-aware Co-teaching for Offline Model-based Optimization. CoRR (2023)
Zixuan Liu, Gaurush Hiranandani, Kun Qian, Edward W. Huang, Yi Xu, Belinda Zeng, Karthik Subbian, Sheng Wang
ForeSeer: Product Aspect Forecasting Using Temporal Graph Embedding. CIKM (2023)
Zixuan Liu, Xingyu Liu, Zhen Zhang, Ziming Chen
Design and Analysis of a New Type of Solar Panel. ICIRA (9) (2023)
Xianwen Wu, Zixuan Liu
Research on Public Opinion Propagation of Emergency Reversal Based on Machine Learning. Int. J. Comput. Intell. Syst. 16 (1) (2023)
Zixuan Liu, Ziqiao Wang, Hongyu Guo, Yongyi Mao
Over-training with Mixup May Hurt Generalization. CoRR (2023)
Jiaxin Pan, Zixuan Liu, Donglin Li, Lulu Wang, Bixin Li
An empirical study of software architecture resilience evaluation methods. J. Syst. Softw. 202 (2023)
Can Chen, Christopher Beckham, Zixuan Liu, Xue Liu, Christopher Pal
Parallel-mentoring for Offline Model-based Optimization. CoRR (2023)
Depeng Liu, Zixuan Liu, Gang Li, Laura Connolly, Guofeng Shen, Iulian Iordachita
Development of an MRI Guided Auxiliary Robot for Spinal Injections. IRC (2023)
Zhuowei Wang, Le Yang, Haoran Lin, Genping Zhao, Zixuan Liu, Xiaoyu Song
Distributed Deep Learning Optimization of Heat Equation Inverse Problem Solvers. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (12) (2023)
Can Chen, Christopher Beckham, Zixuan Liu, Xue (Steve) Liu, Chris Pal
Parallel-mentoring for Offline Model-based Optimization. NeurIPS (2023)
Donglin Li, Zixuan Liu, Jiaxin Pan, Bixin Li
Evaluating the Resilience of Software Architecture Based on Minimal Path. DSA (2023)
Changyu Chen, Guangchao Geng, Heyang Yu, Zixuan Liu, Quanyuan Jiang
An End-Cloud Collaborated Framework for Transferable Non-Intrusive Load Monitoring. IEEE Trans. Cloud Comput. 11 (2) (2023)
Zixuan Liu, Ziqiao Wang, Hongyu Guo, Yongyi Mao
Over-Training with Mixup May Hurt Generalization. ICLR (2023)
Zixuan Liu, Xin Zhang, Junjun He, Dan Fu, Dimitris Samaras, Robby Tan, Xiao Wang, Sheng Wang
ChiMera: Learning with noisy labels by contrasting mixed-up augmentations. CoRR (2023)
Zixuan Liu, Liu Liu, Bingzhe Wu, Lanqing Li, Xueqian Wang, Bo Yuan, Peilin Zhao
Dynamics Adapted Imitation Learning. Trans. Mach. Learn. Res. 2023 (2023)
Zixuan Liu, Liu Liu, Xueqian Wang, Peilin Zhao
Differentiable Frank-Wolfe Optimization Layer. CoRR (2023)
Junnan Yu, Yang Cheng, Zixuan Liu, Yibo Qi, Jianfeng Yu
Performance prediction of random variable-width microfluidic chips by convolutional neural networks. Microelectron. J. 133 (2023)
Haozhe Zhao, Zefan Cai, Shuzheng Si, Xiaojian Ma, Kaikai An, Liang Chen, Zixuan Liu, Sheng Wang, Wenjuan Han, Baobao Chang
MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning. CoRR (2023)
Yongchao Liu, Qidan Zhu, Zixuan Liu
Event-based adaptive neural network asymptotic control design for nonstrict feedback nonlinear system with state constraints. Neural Comput. Appl. 34 (17) (2022)
Mehmet Saygin Seyfioglu, Zixuan Liu, Pranav Kamath, Sadjyot Gangolli, Sheng Wang, Thomas J. Grabowski, Linda G. Shapiro
Brain-Aware Replacements for Supervised Contrastive Learning in Detection of Alzheimer's Disease. MICCAI (1) (2022)
Chengkuan Zeng, Guiqing Qi, Zixuan Liu, Jiafu Tang, Zhi-Ping Fan, Chongjun Yan
Auction-based approach with improved disjunctive graph model for job shop scheduling problem with parallel batch processing. Eng. Appl. Artif. Intell. 110 (2022)
Can Chen, Xi Chen, Chen Ma, Zixuan Liu, Xue Liu
Gradient-based Bi-level Optimization for Deep Learning: A Survey. CoRR (2022)
Yuhao Ju, Shiyu Guo, Zixuan Liu, Tianyu Jia, Jie Gu
A Differentiable Neural Computer for Logic Reasoning with Scalable Near-Memory Computing and Sparsity Based Enhancement. ESSCIRC (2022)
Lei Deng, Zixuan Liu, Yurong Qian, Jingpu Zhang
Predicting circRNA-drug sensitivity associations via graph attention auto-encoder. BMC Bioinform. 23 (1) (2022)
Wenshu Xun, Pengsong Zhang, Zixuan Liu, Yufei Meng, Yaqi Zheng, Renyao Zou, Xipei Ren
SleepHill: Designing an Incrementally Bouncing Pillow as a Comfortable Wake-Up Approach. ICEC (2022)
Qiubo Huang, Zixuan Liu, Ting Lu
Joint model for learning state recognition with combining action detection and object detection. IST (2022)
Mehmet Saygin Seyfioglu, Zixuan Liu, Pranav Kamath, Sadjyot Gangolli, Sheng Wang, Thomas J. Grabowski, Linda G. Shapiro
Brain-Aware Replacements for Supervised Contrastive Learning in Detection of Alzheimer's Disease. CoRR (2022)
Mu-Chun Wang, Zixuan Liu, Sheng Wang
Textomics: A Dataset for Genomics Data Summary Generation. ACL (1) (2022)
Zixuan Liu, Ehsan Adeli, Kilian M. Pohl, Qingyu Zhao
Going Beyond Saliency Maps: Training Deep Models to Interpret Deep Models. IPMI (2021)
Zixuan Liu, Michael Crosscombe, Jonathan Lawry
Imprecise Fusion Operators for Collective Learning. ALIFE (2021)
Liqing Li, Linli Jiang, Zixuan Liu
Optimization Research of Artificial Intelligence and Wireless Sensor Networks in Smart Pension. Sci. Program. 2021 (2021)
Qingyu Zhao, Zixuan Liu, Ehsan Adeli, Kilian M. Pohl
Longitudinal self-supervised learning. Medical Image Anal. 71 (2021)
Weixin Liang, Yanhao Jiang, Zixuan Liu
GraghVQA: Language-Guided Graph Neural Networks for Graph-based Visual Question Answering. CoRR (2021)
Xin Zhang, Zixuan Liu, Kaiwen Xiao, Tian Shen, Junzhou Huang, Wei Yang, Dimitris Samaras, Xiao Han
CoDiM: Learning with Noisy Labels via Contrastive Semi-Supervised Learning. CoRR (2021)
Xudong Li, Wei Zhou, Zixuan Liu, Haowei Li, Jing Lu
Research Overview on Carbon Emission Models. ICCSE (2021)
Zixuan Liu, Ehsan Adeli, Kilian M. Pohl, Qingyu Zhao
Going Beyond Saliency Maps: Training Deep Models to Interpret Deep Models. CoRR (2021)
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
Learning from electronic health records across multiple sites: A communication-efficient and privacy-preserving distributed algorithm. J. Am. Medical Informatics Assoc. 27 (3) (2020)
Qingyu Zhao, Zixuan Liu, Ehsan Adeli, Kilian M. Pohl
LSSL: Longitudinal Self-Supervised Learning. CoRR (2020)
Weixin Liang, Zixuan Liu, Can Liu
DAWSON: A Domain Adaptive Few Shot Generation Framework. CoRR (2020)
Shiyue Li, Zixuan Liu, Yanling Li
Temporal and spatial evolution of online public sentiment on emergencies. Inf. Process. Manag. 57 (2) (2020)
Rui Du, Zixuan Liu
A lattice Boltzmann model for the fractional advection-diffusion equation coupled with incompressible Navier-Stokes equation. Appl. Math. Lett. 101 (2020)
Wenli Zhang, Huibin Li, Xiao Yan, Zixuan Liu
A Method of Recognizing Curve Direction Based on Hough Transform. ISCID (2) (2016)