Junyoung Park

1. Sym-NCO: Leveraging Symmetricity for Neural Combinatorial Optimization
   2022/05/26 by Min-Su Kim, Kim, Minsu, Junyoung Park +3 · 14 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Metaheuristic Optimization Algorithms Research #Vehicle Routing Optimization Methods
2. On Speculative Decoding for Multimodal Large Language Models
   2024/04/13 by Mukul Gagrani, Raghavv Goel, Gagrani, Mukul +9 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
3. Towards Efficient Visual-Language Alignment of the Q-Former for Visual Reasoning Tasks
   2024/10/12 by Sungkyung Kim, Adam J. Lee, Kim, Sungkyung +9 · 4 citations
   Computer Science · #Constraint Satisfaction and Optimization #Data Visualization and Analytics
4. Learning context-aware adaptive solvers to accelerate quadratic programming
   2022/11/22 by Haewon Jung, Junyoung Park, Jung, Haewon +3 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Engineering · Neuroscience · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Neuroinflammation and Neurodegeneration Mechanisms #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Zebrafish Biomedical Research Applications
5. Retrieval-Augmented Generation with Estimation of Source Reliability
   2024/10/30 by Jeongyeon Hwang, Junyoung Park, Hwang, Jeongyeon +8 · 2 citations
   Engineering · #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. CAOTE: KV Cache Selection for LLMs via Attention Output Error-Based Token Eviction
   2025/04/18 by Raghavv Goel, Junyoung Park, Goel, Raghavv +13 · 1 voice
   Computer Science · #Advanced Data Storage Technologies #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Packet Processing and Optimization #cs.CL #cs.LG
7. Layer-wise Auto-Weighting for Non-Stationary Test-Time Adaptation
   2023/11/10 by Junyoung Park, Jin Kim, Park, Junyoung +7 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. VOCABTRIM: Vocabulary Pruning for Efficient Speculative Decoding in LLMs
   2025/06/28 by Raghavv Goel, Goel, Raghavv, Mukul Gagrani +19 · 4 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems