Guibing Guo

1. AdaMerging: Adaptive Model Merging for Multi-Task Learning
   2023/10/04 by Enneng Yang, Yang, Enneng, Zhenyi Wang +11 · 48 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification #Multimodal Machine Learning Applications
2. Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities
   2024/08/14 by Shen Li, Yang, Enneng, Guibing Guo +10 · 47 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
3. Representation Surgery for Multi-Task Model Merging
   2024/02/05 by Enneng Yang, Yang, Enneng, Li Shen +11 · 21 citations
   Engineering · #Anatomy and Medical Technology
4. Stealthy Attack on Large Language Model based Recommendation
   2024/02/18 by Jinghao Zhang, Yuting Liu, Zhang, Jinghao +9 · 4 citations
   Computer Science · #Topic Modeling
5. Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging
   2024/10/29 by Li Shen, Anke Tang, Shen, Li +15 · 5 citations
   Computer Science · #Mobile Crowdsensing and Crowdsourcing #Target Tracking and Data Fusion in Sensor Networks #Energy Efficient Wireless Sensor Networks
6. Data Augmentation as Free Lunch: Exploring the Test-Time Augmentation for Sequential Recommendation
   2025/04/07 by Yizhou Dang, Dang, Yizhou, Yuting Liu +10 · 6 citations
   Computer Science · #Recommender Systems and Techniques #Mobile Crowdsensing and Crowdsourcing #Explainable Artificial Intelligence (XAI)
7. Symmetric Graph Contrastive Learning against Noisy Views for Recommendation
   2024/08/03 by Chu Zhao, Enneng Yang, Zhao, Chu +9 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Text and Document Classification Technologies
8. Graph Representation Learning via Causal Diffusion for Out-of-Distribution Recommendation
   2024/08/01 by Chu Zhao, Enneng Yang, Zhao, Chu +13 · 2 citations
   Computer Science · #Machine Learning in Healthcare #Advanced Graph Neural Networks #Topic Modeling
9. CoRA: Collaborative Information Perception by Large Language Model's Weights for Recommendation
   2024/08/20 by Yuting Liu, Jinghao Zhang, Liu, Yuting +13 · 2 citations
   Computer Science · #Recommender Systems and Techniques
10. Distributionally Robust Graph Out-of-Distribution Recommendation via Diffusion Model
    2025/01/26 by Chu Zhao, Enneng Yang, Zhao, Chu +9 · 3 citations
    Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Statistical Methods and Inference
11. Efficient Prompt Tuning by Multi-Space Projection and Prompt Fusion
    2024/05/19 by Pengxiang Lan, Enneng Yang, Lan, Pengxiang +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Blind Source Separation Techniques #Computation and Language (cs.CL) #Digital Filter Design and Implementation #Embedded Systems Design Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
12. Augmenting Sequential Recommendation with Balanced Relevance and Diversity
    2024/12/11 by Yizhou Dang, Dang, Yizhou, Jiahui Zhang +13 · 1 citation
    Computer Science · Decision Sciences · Business, Management and Accounting · #Recommender Systems and Techniques #Advanced Bandit Algorithms Research #Consumer Market Behavior and Pricing
13. PCTD: Preference-Guided Counterfactual Task Decomposition for Agent Tool Retrieval
    2026/07/17 by Chu Zhao, Lei Tang, Minghang Li +5 · 1 citation
    #cs.IR