Guo, Yongxin

1. VTG-LLM: Integrating Timestamp Knowledge into Video LLMs for Enhanced Video Temporal Grounding
   2024/05/22 by Yongxin Guo, Guo, Yongxin, Jingyu Liu +11 · 24 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
2. Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models
   2024/05/23 by Guo, Yongxin, Cheng, Zhenglin, Tang, Xiaoying +2 · 18 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. TRACE: Temporal Grounding Video LLM via Causal Event Modeling
   2024/10/08 by Yongxin Guo, Jingyu Liu, Guo, Yongxin +9 · 20 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification
4. FedBR: Improving Federated Learning on Heterogeneous Data via Local Learning Bias Reduction
   2022/05/26 by Guo, Yongxin, Tang, Xiaoying, Lin, Tao · 8 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. FedRC: Tackling Diverse Distribution Shifts Challenge in Federated Learning by Robust Clustering
   2023/01/29 by Guo, Yongxin, Tang, Xiaoying, Lin, Tao · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Enhancing Long Video Understanding via Hierarchical Event-Based Memory
   2024/09/10 by Dingxin Cheng, Cheng, Dingxin, Mingda Li +13 · 5 citations
   Computer Science · #Advanced Data Compression Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Analysis and Summarization #Visual Attention and Saliency Detection
7. Towards Federated Learning on Time-Evolving Heterogeneous Data
   2021/12/25 by Yongxin Guo, Guo, Yongxin, Xiaoying Tang +2 · 2 citations
   Computer Science · Social Sciences · #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
8. Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and Segmentation
   2025/05/09 by Kunpeng Qiu, Qiu, Kunpeng, Zhiqiang Gao +5 · 8 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Neural Network Applications #Medical Image Segmentation Techniques
9. Computational Pathology for Accurate Prediction of Breast Cancer Recurrence: Development and Validation of a Deep Learning-based Tool
   2024/09/23 by Su, Ziyu, Guo, Yongxin, Wesolowski, Robert +4 · 3 citations
   #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Quantitative Methods (q-bio.QM) #electronic engineering #information engineering
10. Watch and Listen: Understanding Audio-Visual-Speech Moments with Multimodal LLM
    2025/05/23 by Li, Zinuo, Zhang, Xian, Guo, Yongxin +5 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
11. G²RPO-A: Guided Group Relative Policy Optimization with Adaptive Guidance
    2025/08/18 by Guo, Yongxin, Deng, Wenbo, Cheng, Zhenglin +1 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences