Ziyu Liu

1. Wan: Open and Advanced Large-Scale Video Generative Models
   2025/03/26 by WanTeam, Team Wan, Wan, Team +125 · 2 voices · 572 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #cs.CV
2. VLMEvalKit: An Open-Source Toolkit for Evaluating Large Multi-Modality Models
   2024/07/16 by Haodong Duan, Duan, Haodong, Xinyu Fang +73 · 128 citations
   Computer Science · #Natural Language Processing Techniques
3. Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition
   2020/03/31 by Ziyu Liu, Liu, Ziyu, Hongwen Zhang +7 · 24 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Human Pose and Action Recognition
4. MMLongBench-Doc: Benchmarking Long-context Document Understanding with Visualizations
   2024/07/01 by Yubo Ma, Yuhang Zang, Ma, Yubo +29 · 35 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
5. MMDU: A Multi-Turn Multi-Image Dialog Understanding Benchmark and Instruction-Tuning Dataset for LVLMs
   2024/06/17 by Ziyu Liu, Tao Chu, Liu, Ziyu +19 · 12 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques
6. InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model
   2025/01/21 by Yuhang Zang, Zang, Yuhang, Xiaoyi Dong +22 · 16 citations
   Business, Management and Accounting · #Business Process Modeling and Analysis
7. On Privacy and Personalization in Cross-Silo Federated Learning
   2022/06/16 by Ziyu Liu, Liu, Ziyu, Shengyuan Hu +5 · 6 citations
   Computer Science · #Privacy-Preserving Technologies in Data
8. The Skellam Mechanism for Differentially Private Federated Learning
   2021/10/11 by Naman Agarwal, Peter Kairouz, Agarwal, Naman +3 · 4 citations
   Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data #Probability (math.PR)
9. Visual Agentic Reinforcement Fine-Tuning
   2025/05/20 by Ziyu Liu, Liu, Ziyu, Yuhang Zang +11 · 15 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computational Geometry and Mesh Generation #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
10. Motley: Benchmarking Heterogeneity and Personalization in Federated Learning
    2022/06/18 by Shanshan Wu, Wu, Shanshan, Tian Li +11 · 3 citations
    Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
11. MIA-DPO: Multi-Image Augmented Direct Preference Optimization For Large Vision-Language Models
    2024/10/23 by Ziyu Liu, Liu, Ziyu, Yuhang Zang +17 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Multimodal Machine Learning Applications
12. Asymptotic stability for non-equicontinuous Markov semigroups
    2023/02/23 by Fuzhou Gong, Gong, Fuzhou, Yong Liu +5 · 2 citations
    Computer Science · Mathematics · #FOS: Mathematics #Functional Equations Stability Results #Petri Nets in System Modeling #Probability (math.PR)
13. <i>Lycium barbarum</i> polysaccharide alleviates DSS-induced chronic ulcerative colitis by restoring intestinal barrier function and modulating gut microbiota
    2023/12/07 by Zhi-Yu Li, Zhiyu Li, Lan-Hui Lin +21 · 1 citation
    Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · Medicine · #Gastrointestinal motility and disorders #Gut microbiota and health #Polysaccharides and Plant Cell Walls
14. MambaVesselNet++: A Hybrid CNN-Mamba Architecture for Medical Image Segmentation
    2025/07/26 by Qing Xu, Xu, Qing, Yanming Chen +11 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Digital Imaging for Blood Diseases #Generative Adversarial Networks and Image Synthesis
15. CFFormer: Cross CNN-Transformer Channel Attention and Spatial Feature Fusion for Improved Segmentation of Heterogeneous Medical Images
    2025/01/07 by Jiaxuan Li, Li, Jiaxuan, Qing Xu +13 · 2 citations
    Computer Science · Engineering · Neuroscience · #AI in cancer detection #Advanced Image Fusion Techniques #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2 #I.4 #I.5
16. Observation of Highly Correlated Ultrabright Biphotons Through Increased Atomic Ensemble Density in Spontaneous Four-Wave Mixing
    2023/12/20 by Jiun‐Shiuan Shiu, Ziyu Liu, Shiu, Jiun-Shiuan +17 · 1 citation
    Computer Science · Physics and Astronomy · #Quantum Information and Cryptography #Quantum optics and atomic interactions #Cold Atom Physics and Bose-Einstein Condensates
17. Electro-dimming liquid crystals for thermal management smart windows
    2026/07/22 by Ziyu Liu, Weihe Wang, Mukun Li +1
18. Bridging AQFP Technology Legalization and Physical Design: Layout-Aware Buffer and Splitter Insertion via Width--Depth Product Minimization
    2026/07/26 by Robert S. Aviles, Ziyu Liu, Madhav Danturthi +1
    #cs.ET
19. Asymptotic strong Feller and weak observability inequality
    2026/07/19 by Ziyu Liu, Shengquan Xiang
    #math.PR #math.OC