Kim, Seonghwan
- Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models
2024/04/03 by Hyungjoo Chae, Chae, Hyungjoo, Yeonghyeon Kim +20 · 1 voice · 4 citations
Computer Science · #Model-Driven Software Engineering Techniques
- EXAONE Deep: Reasoning Enhanced Language Models
2025/03/16 by Kyunghoon Bae, Eunbi Choi, Research, LG AI +60 · 2 voices · 12 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
- Diffusion-based Generative AI for Exploring Transition States from 2D Molecular Graphs
2023/04/20 by Seonghwan Kim, Kim, Seonghwan, Jeheon Woo +3 · 8 citations
Chemistry · Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Chemical Physics (physics.chem-ph) #Computational Drug Discovery Methods #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Various Chemistry Research Topics
- EXAONE 3.5: Series of Large Language Models for Real-world Use Cases
2024/12/06 by Soyoung An, Kyung‐Hoon Bae, Research, LG AI +62 · 15 citations
Business, Management and Accounting · Computer Science · Decision Sciences · #Business Process Modeling and Analysis #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Recommender Systems and Techniques
- Transition Path Sampling with Improved Off-Policy Training of Diffusion Path Samplers
2024/05/30 by Kiyoung Seong, Seong, Kiyoung, Seonghyun Park +7 · 6 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Hydraulic and Pneumatic Systems #Machine Learning (cs.LG) #Music and Audio Processing #Water Systems and Optimization
- EXAONE 3.0 7.8B Instruction Tuned Language Model
2024/08/07 by Research, LG AI, :, An, Soyoung +36 · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Discrete Diffusion Schrödinger Bridge Matching for Graph Transformation
2024/10/02 by Kim, Jun Hyeong, Kim, Seonghwan, Moon, Seokhyun +3 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- EXAONE 4.0: Unified Large Language Models Integrating Non-reasoning and Reasoning Modes
2025/07/15 by Kyung‐Hoon Bae, Research, LG AI, Eunbi Choi +79 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- GeoTMI:Predicting quantum chemical property with easy-to-obtain geometry via positional denoising
2023/03/28 by Kim, Hyeonsu, Woo, Jeheon, Kim, Seonghwan +3 · 1 citation
#Artificial Intelligence (cs.AI) #Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
- FragFM: Hierarchical Framework for Efficient Molecule Generation via Fragment-Level Discrete Flow Matching
2025/02/19 by Lee, Joongwon, Kim, Seonghwan, Moon, Seokhyun +2 · 1 citation
#Artificial Intelligence (cs.AI) #Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)