Park, Namyong
- GUI Agents: A Survey
2024/12/18 by Deanna D. Nguyen, Jian Chen, Nguyen, Dang +54 · 25 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
- Fairness-Aware Graph Neural Networks: A Survey
2023/07/08 by Chen, April, Rossi, Ryan A., Park, Namyong +6 · 7 citations
#FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- 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
- Dropout Prediction over Weeks in MOOCs by Learning Representations of Clicks and Videos
2020/02/05 by Byungsoo Jeon, Jeon, Byungsoo, Namyong Park +1 · 1 citation
Computer Science · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Online Learning and Analytics
- From Selection to Generation: A Survey of LLM-based Active Learning
2025/02/17 by Yu Xia, Subhojyoti Mukherjee, Xia, Yu +65 · 5 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
- Memory-Efficient Fine-Tuning of Transformers via Token Selection
2025/01/31 by Antoine Simoulin, Simoulin, Antoine, Namyong Park +5 · 3 citations
Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Applications
- GRS-QA -- Graph Reasoning-Structured Question Answering Dataset
2024/11/01 by Anish Pahilajani, Pahilajani, Anish, Devasha Trivedi +16 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Semantic Web and Ontologies
- Personalized Graph-Based Retrieval for Large Language Models
2025/01/04 by Steven Au, Cameron J. Dimacali, Au, Steven +17 · 2 citations
Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Natural Language Processing Techniques
- Large Generative Graph Models
2024/06/07 by Yu Wang, Wang, Yu, Ryan A. Rossi +15 · 1 citation
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)