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Wu, Junda

  1. Personalization of Large Language Models: A Survey
    2024/10/29 by Zhehao Zhang, Zhang, Zhehao, Ryan A. Rossi +41 · 2 voices · 20 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  2. Large Language Models and Causal Inference in Collaboration: A Survey
    2024/03/14 by Xiaoyu Liu, Liu, Xiaoyu, Paiheng Xu +23 · 15 citations
    Computer Science · #Topic Modeling
  3. GUI Agents: A Survey
    2024/12/18 by Deanna D. Nguyen, Jian Chen, Nguyen, Dang +54 · 22 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Human-Computer Interaction (cs.HC) #Robotic Path Planning Algorithms #Web Data Mining and Analysis
  4. CoRAL: Collaborative Retrieval-Augmented Large Language Models Improve Long-tail Recommendation
    2024/03/11 by Junda Wu, Cheng-Chun Chang, Wu, Junda +11 · 12 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Recommender Systems and Techniques #Topic Modeling
  5. Visual Prompting in Multimodal Large Language Models: A Survey
    2024/09/05 by Junda Wu, Wu, Junda, Zhehao Zhang +27 · 12 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling
  6. FinVis-GPT: A Multimodal Large Language Model for Financial Chart Analysis
    2023/07/31 by Wang, Ziao, Li, Yuhang, Wu, Junda +2 · 7 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  7. List Items One by One: A New Data Source and Learning Paradigm for Multimodal LLMs
    2024/04/25 by Yan An, Zhengyuan Yang, Yan, An +19 · 8 citations
    Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lexicography and Language Studies #Natural Language Processing Techniques #Semantic Web and Ontologies
  8. A Survey of Small Language Models
    2024/10/25 by Van Nguyen, Chien, Shen, Xuan, Aponte, Ryan +25 · 7 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  9. Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval
    2024/10/17 by Yu Xia, Xia, Yu, Junda Wu +11 · 7 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Semantic Web and Ontologies #Topic Modeling
  10. InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment
    2024/02/13 by Jianing Wang, Junda Wu, Wang, Jianing +9 · 5 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  11. InfoPrompt: Information-Theoretic Soft Prompt Tuning for Natural Language Understanding
    2023/06/08 by Junda Wu, Wu, Junda, Tong Yu +15 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Topic Modeling
  12. A Survey of Foundation Model-Powered Recommender Systems: From Feature-Based, Generative to Agentic Paradigms
    2025/04/23 by Chengkai Huang, Hongtao Huang, Huang, Chengkai +15 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  13. From Selection to Generation: A Survey of LLM-based Active Learning
    2025/02/17 by Yu Xia, Subhojyoti Mukherjee, Xia, Yu +65 · 4 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Open Education and E-Learning #Wikis in Education and Collaboration
  14. A Survey on Personalized and Pluralistic Preference Alignment in Large Language Models
    2025/04/09 by Zhouhang Xie, Junda Wu, Xie, Zhouhang +20 · 5 citations
    Computer Science · #Recommender Systems and Techniques #Topic Modeling #Natural Language Processing Techniques
  15. Towards Agentic Recommender Systems in the Era of Multimodal Large Language Models
    2025/03/20 by Huang, Chengkai, Wu, Junda, Xia, Yu +9 · 5 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  16. In-context Ranking Preference Optimization
    2025/04/21 by Junda Wu, Rohan Surana, Wu, Junda +15 · 2 voices · 2 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
  17. Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer in Prompt Tuning
    2023/05/20 by Kaige Xie, Tong Yu, Xie, Kaige +15 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  18. CachePrune: Neural-Based Attribution Defense Against Indirect Prompt Injection Attacks
    2025/04/29 by Wang, Rui, Wu, Junda, Xia, Yu +6 · 3 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  19. Self-Updatable Large Language Models by Integrating Context into Model Parameters
    2024/10/01 by Wang, Yu, Liu, Xinshuang, Chen, Xiusi +3 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  20. Futga: Towards Fine-grained Music Understanding through Temporally-enhanced Generative Augmentation
    2024/07/29 by Junda Wu, Zachary Novack, Wu, Junda +13 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  21. PDB-Eval: An Evaluation of Large Multimodal Models for Description and Explanation of Personalized Driving Behavior
    2025/07/24 by Junda Wu, Jessica Maria Echterhoff, Wu, Junda +9 · 2 citations
    Engineering · #Vehicle emissions and performance #Traffic Prediction and Management Techniques #Autonomous Vehicle Technology and Safety
  22. A Personalized Conversational Benchmark: Towards Simulating Personalized Conversations
    2025/05/20 by Li, Li, Cai, Peilin, Rossi, Ryan A. +21 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  23. Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent
    2025/02/17 by Junda Wu, Wu, Junda, Yuxin Xiong +21 · 1 citation
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Educational Technology and Assessment #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Robotics and Automated Systems
  24. Oxygen-vacancy quantum spin defects in silicon carbide
    2025/04/10 by Chen, Yu, Zhang, Qi, Liu, Mingzhe +11 · 1 citation
    Engineering · Materials Science · #Computational Physics (physics.comp-ph) #Diamond and Carbon-based Materials Research #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Quantum Physics (quant-ph) #Silicon Carbide Semiconductor Technologies #Silicon Nanostructures and Photoluminescence