Zhu, Didi

1. LLaVA-OneVision-1.5: Fully Open Framework for Democratized Multimodal Training
   2025/09/28 by Xiang An, An, Xiang, Yin Xie +43 · 1 voice · 46 citations
   #cs.CV
2. Model Tailor: Mitigating Catastrophic Forgetting in Multi-modal Large Language Models
   2024/02/19 by Didi Zhu, Zhu, Didi, Zhongyi Sun +13 · 10 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
3. Generative Artificial Intelligence in Robotic Manipulation: A Survey
   2025/03/05 by Kun Zhang, Yun Peng, Zhang, Kun +23 · 7 citations
   Engineering · #Robot Manipulation and Learning
4. Learn from Downstream and Be Yourself in Multimodal Large Language Model Fine-Tuning
   2024/11/17 by Huang, Wenke, Liang, Jian, Shi, Zekun +6 · 4 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. RESMatch: Referring Expression Segmentation in a Semi-Supervised Manner
   2024/02/08 by Ying Zang, Chenglong Fu, Zang, Ying +13 · 3 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Speech and dialogue systems
6. Generalized Universal Domain Adaptation with Generative Flow Networks
   2023/05/08 by Zhu, Didi, Li, Yinchuan, Shao, Yunfeng +5 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
7. Mix Data or Merge Models? Balancing the Helpfulness, Honesty, and Harmlessness of Large Language Model via Model Merging
   2025/02/08 by J. Joshua Yang, D. P. Jin, Yang, Jinluan +21 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
8. Each Rank Could be an Expert: Single-Ranked Mixture of Experts LoRA for Multi-Task Learning
   2025/01/25 by Ziyu Zhao, Zhao, Ziyu, Yixiao Zhou +20 · 4 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Gaussian Processes and Bayesian Inference #Machine Learning and Data Classification
9. Mitigating the Backdoor Effect for Multi-Task Model Merging via Safety-Aware Subspace
   2024/10/17 by J. Yang, Yang, Jinluan, Anke Tang +8 · 4 citations
   Business, Management and Accounting · Decision Sciences · Social Sciences · #Access Control and Trust #Business Process Modeling and Analysis #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Simulation Techniques and Applications
10. Ensemble Federated Adversarial Training with Non-IID data
    2021/10/26 by Shuang Luo, Didi Zhu, Luo, Shuang +5 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Privacy-Preserving Technologies in Data #Anomaly Detection Techniques and Applications
11. Will LLMs Scaling Hit the Wall? Breaking Barriers via Distributed Resources on Massive Edge Devices
    2025/03/11 by Shen, Tao, Zhu, Didi, Zhao, Ziyu +3 · 3 citations
    #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
12. Universal Domain Adaptation via Compressive Attention Matching
    2023/04/24 by Didi Zhu, Zhu, Didi, Yincuan Li +9 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning
13. ZeroFlow: Overcoming Catastrophic Forgetting is Easier than You Think
    2025/01/02 by Feng, Tao, Li, Wei, Zhu, Didi +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
14. Keeping Yourself is Important in Downstream Tuning Multimodal Large Language Model
    2025/03/06 by Wenke Huang, Jian Liang, Huang, Wenke +29 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling