Liu, Zixuan
- MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning
2023/09/14 by Haozhe Zhao, Zefan Cai, Zhao, Haozhe +17 · 19 citations
Computer Science · Social Sciences · #Speech and dialogue systems #Geographic Information Systems Studies
- Longitudinal Self-Supervised Learning
2020/06/12 by Qingyu Zhao, Zhao, Qingyu, Zixuan Liu +5 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare
- Enhancing LLM Safety via Constrained Direct Preference Optimization
2024/03/04 by Liu, Zixuan, Sun, Xiaolin, Zheng, Zizhan · 6 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- VLA-OS: Structuring and Dissecting Planning Representations and Paradigms in Vision-Language-Action Models
2025/06/21 by Gao, Chongkai, Liu, Zixuan, Chi, Zhenghao +8 · 11 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
- Parallel-mentoring for Offline Model-based Optimization
2023/09/20 by Chen, Can, Beckham, Christopher, Liu, Zixuan +2 · 3 citations
#Computational Engineering #FOS: Computer and information sciences #Finance #and Science (cs.CE)
- Importance-aware Co-teaching for Offline Model-based Optimization
2023/09/20 by Ye Yuan, Can Chen, Yuan, Ye +7 · 2 citations
Computer Science · Materials Science · #Machine Learning and Data Classification #Machine Learning in Materials Science
- ManiFoundation Model for General-Purpose Robotic Manipulation of Contact Synthesis with Arbitrary Objects and Robots
2024/05/11 by Xu, Zhixuan, Gao, Chongkai, Liu, Zixuan +10 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Robotics (cs.RO)
- OCTCube-M: A 3D multimodal optical coherence tomography foundation model for retinal and systemic diseases with cross-cohort and cross-device validation
2024/08/20 by Liu, Zixuan, Xu, Hanwen, Woicik, Addie +9 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Over-training with Mixup May Hurt Generalization
2023/03/02 by Liu, Zixuan, Wang, Ziqiao, Guo, Hongyu +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Revisiting Plasticity in Visual Reinforcement Learning: Data, Modules and Training Stages
2023/10/11 by Guozheng Ma, Ma, Guozheng, Lu Li +15 · 1 citation
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Neural dynamics and brain function
- DexSinGrasp: Learning a Unified Policy for Dexterous Object Singulation and Grasping in Densely Cluttered Environments
2025/04/06 by Xu, Lixin, Liu, Zixuan, Gui, Zhewei +6 · 2 citations
#FOS: Computer and information sciences #Robotics (cs.RO)
- Offline Model-Based Optimization: Comprehensive Review
2025/03/21 by Minsu Kim, Kim, Minsu, Jiayao Gu +11 · 2 citations
Computer Science · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques
- Robust Guided Diffusion for Offline Black-Box Optimization
2024/10/01 by Chen, Can Sam, Beckham, Christopher, Liu, Zixuan +2 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)