Song, Zikai

1. DiffusionTrack: Diffusion Model For Multi-Object Tracking
   2023/08/19 by Run Luo, Zikai Song, Luo, Run +9 · 10 citations
   Computer Science · Engineering · #Video Surveillance and Tracking Methods #Fire Detection and Safety Systems #Infrared Target Detection Methodologies
2. Ref-GS: Directional Factorization for 2D Gaussian Splatting
   2024/12/01 by Zhang, Youjia, Chen, Anpei, Wan, Yumin +4 · 12 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
3. EfficientGS: Streamlining Gaussian Splatting for Large-Scale High-Resolution Scene Representation
   2024/04/19 by Wenkai Liu, Tao Guan, Liu, Wenkai +13 · 8 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Medical Image Segmentation Techniques
4. Transformer Tracking with Cyclic Shifting Window Attention
   2022/05/08 by Zikai Song, Junqing Yu, Song, Zikai +5 · 9 citations
   Computer Science · Environmental Science · #Air Quality Monitoring and Forecasting #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection
5. Coupled Mamba: Enhanced Multi-modal Fusion with Coupled State Space Model
   2024/05/28 by Wenbing Li, Hang Zhou, Li, Wenbing +7 · 10 citations
   Engineering · Computer Science · #Human Motion and Animation #Speech and Audio Processing #Advanced Vision and Imaging
6. DEEM: Diffusion Models Serve as the Eyes of Large Language Models for Image Perception
   2024/05/24 by Run Luo, Yunshui Li, Luo, Run +21 · 8 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
7. Compact Transformer Tracker with Correlative Masked Modeling
   2023/01/26 by Zikai Song, Run Luo, Song, Zikai +7 · 6 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection
8. ReasonMap: Towards Fine-Grained Visual Reasoning from Transit Maps
   2025/05/24 by Feng, Sicheng, Song Wang, Shuyi Ouyang +12 · 9 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
9. Video Anomaly Detection with Motion and Appearance Guided Patch Diffusion Model
   2024/12/12 by Hang Zhou, Zhou, Hang, Jiale Cai +13 · 5 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Immune Systems Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Network Security and Intrusion Detection
10. GA-S³: Comprehensive Social Network Simulation with Group Agents
    2025/06/04 by Yunyao Zhang, Zikai Song, Zhang, Yunyao +11 · 4 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Computers and Society (cs.CY) #FOS: Computer and information sciences #Opinion Dynamics and Social Influence #Social and Information Networks (cs.SI)
11. From Ambiguity to Verdict: A Semiotic-Grounded Multi-Perspective Agent for LLM Logical Reasoning
    2025/09/29 by Zhang, Yunyao, Zhang, Xinglang, Sheng, Junxi +4 · 6 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
12. SF2T: Self-supervised Fragment Finetuning of Video-LLMs for Fine-Grained Understanding
    2025/04/10 by Yangliu Hu, Hu, Yangliu, Zikai Song +11 · 5 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis
13. Autogenic Language Embedding for Coherent Point Tracking
    2024/07/30 by Zikai Song, Ying Tang, Song, Zikai +11 · 2 citations
    Computer Science · #Topic Modeling
14. LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing
    2025/06/17 by Li, Wenbing, Song, Zikai, Zhou, Hang +3 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
15. IP-MOT: Instance Prompt Learning for Cross-Domain Multi-Object Tracking
    2024/10/30 by Luo, Run, Song, Zikai, Chen, Longze +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences