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Sunghun Kim

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

61

Venues

29

Active years

2005–2026

Best venue rank

A*

Where they publish

Papers

61 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLReflexiCoder: Teaching Large Language Models to Self-Reflect on Generated Code and Self-Correct It via Reinforcement Learning.Juyong Jiang, Jiasi Shen, Sunghun Kim, Kang Min Yoo, Jeonghoon Kim, Sungju Kim
2026WWWDTRec: Learning Dynamic Reasoning Trajectories for Sequential Recommendation.Yifan Shao, Peilin Zhou, Shoujin Wang, Weizhi Zhang, Sunghun Kim, Xu Cai
2025EPIADriving Scene Context-Augmented Trajectory Prediction with Risk-Aware Decision Reasoning Using Multimodal LLM.Sunghun Kim, Seokjun Hong, Joobin Jin, Byeongjoon Noh
2025ICLRKaSA: Knowledge-Aware Singular-Value Adaptation of Large Language Models.Fan Wang, Juyong Jiang, Chansung Park, Sunghun Kim, Jing Tang
2025ICMLShortcut-connected Expert Parallelism for Accelerating Mixture of Experts.Weilin Cai, Juyong Jiang, Le Qin, Junwei Cui, Sunghun Kim, Jiayi Huang
2025MICCAIIntegrating Meta-analysis in Multi-modal Brain Studies with Graph-Based Attention Transformer.Hyoungshin Choi, Sunghun Kim, Jong-eun Lee, Bo-yong Park, Hyunjin Park
2025WWWWhen Large Vision Language Models Meet Multimodal Sequential Recommendation: An Empirical Study.Peilin Zhou, Chao Liu, Jing Ren, Xinfeng Zhou, Yueqi Xie, Meng Cao, Zhongtao Rao, You-Liang Huang, Dading Chong, Junling Liu, Jae Boum Kim, Shoujin Wang, Raymond Chi-Wing Wong, Sunghun Kim
2024ECCVLLaMAPed: Multi-modal Pedestrian Crossing Intention Prediction.Je-Seok Ham, Sunghun Kim, Jia Huang, Peng Jiang, Jinyoung Moon, Srikanth Saripalli, Changick Kim
2024ICLRFoundation Model-oriented Robustness: Robust Image Model Evaluation with Pretrained Models.Peiyan Zhang, Haoyang Liu, Chaozhuo Li, Xing Xie, Sunghun Kim, Haohan Wang
2024ISSRECrashChecker: A Fusion Method for Clustering Duplicate Crash Failures in SAP HANA Delivery.Yang Xu, Yong Li, Qiaoluan Xie, Xiaoxiao Zhang, Chao Liu, Thomas Bach, Sunghun Kim, Sanghun Kang
2024NAACLSOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling.Sanghoon Kim, Dahyun Kim, Chanjun Park, Wonsung Lee, Wonho Song, Yunsu Kim, Hyeonwoo Kim, Yungi Kim, Hyeonju Lee, Jihoo Kim, Changbae Ahn, Seonghoon Yang, Sukyung Lee, Hyunbyung Park, Gyoungjin Gim, Mikyoung Cha, Hwalsuk Lee, Sunghun Kim
2024WWWHigh-Frequency-aware Hierarchical Contrastive Selective Coding for Representation Learning on Text Attributed Graphs.Peiyan Zhang, Chaozhuo Li, Liying Kang, Feiran Huang, Senzhang Wang, Xing Xie, Sunghun Kim
2024WWWIs Contrastive Learning Necessary? A Study of Data Augmentation vs Contrastive Learning in Sequential Recommendation.Peilin Zhou, You-Liang Huang, Yueqi Xie, Jingqi Gao, Shoujin Wang, Jae Boum Kim, Sunghun Kim
2024SIGIRTransGNN: Harnessing the Collaborative Power of Transformers and Graph Neural Networks for Recommender Systems.Peiyan Zhang, Yuchen Yan, Xi Zhang, Chaozhuo Li, Senzhang Wang, Feiran Huang, Sunghun Kim
2024SIGIRGPT4Rec: Graph Prompt Tuning for Streaming Recommendation.Peiyan Zhang, Yuchen Yan, Xi Zhang, Liying Kang, Chaozhuo Li, Feiran Huang, Senzhang Wang, Sunghun Kim
2023CIKMEnhancing the Robustness via Adversarial Learning and Joint Spatial-Temporal Embeddings in Traffic Forecasting.Juyong Jiang, Binqing Wu, Ling Chen, Kai Zhang, Sunghun Kim
2023CIKMAdaMCT: Adaptive Mixture of CNN-Transformer for Sequential Recommendation.Juyong Jiang, Peiyan Zhang, Yingtao Luo, Chaozhuo Li, Jae Boum Kim, Kai Zhang, Senzhang Wang, Xing Xie, Sunghun Kim
2023CIKMAttention Calibration for Transformer-based Sequential Recommendation.Peilin Zhou, Qichen Ye, Yueqi Xie, Jingqi Gao, Shoujin Wang, Jae Boum Kim, Chenyu You, Sunghun Kim
2023CVPRDYNAFED: Tackling Client Data Heterogeneity with Global Dynamics.Renjie Pi, Weizhong Zhang, Yueqi Xie, Jiahui Gao, Xiaoyu Wang, Sunghun Kim, Qifeng Chen
2023RecSysRethinking Multi-Interest Learning for Candidate Matching in Recommender Systems.Yueqi Xie, Jingqi Gao, Peilin Zhou, Qichen Ye, Yining Hua, Jae Boum Kim, Fangzhao Wu, Sunghun Kim
2023RecSysEquivariant Contrastive Learning for Sequential Recommendation.Peilin Zhou, Jingqi Gao, Yueqi Xie, Qichen Ye, Yining Hua, Jaeboum Kim, Shoujin Wang, Sunghun Kim
2023SIGIRContinual Learning on Dynamic Graphs via Parameter Isolation.Peiyan Zhang, Yuchen Yan, Chaozhuo Li, Senzhang Wang, Xing Xie, Guojie Song, Sunghun Kim
2023WSDMEfficiently Leveraging Multi-level User Intent for Session-based Recommendation via Atten-Mixer Network.Peiyan Zhang, Jiayan Guo, Chaozhuo Li, Yueqi Xie, Jaeboum Kim, Yan Zhang, Xing Xie, Haohan Wang, Sunghun Kim
2022CIKMEvolutionary Preference Learning via Graph Nested GRU ODE for Session-based Recommendation.Jiayan Guo, Peiyan Zhang, Chaozhuo Li, Xing Xie, Yan Zhang, Sunghun Kim
2022SIGIRDecoupled Side Information Fusion for Sequential Recommendation.Yueqi Xie, Peilin Zhou, Sunghun Kim
2021ECOOPDo Bugs Propagate? An Empirical Analysis of Temporal Correlations Among Software Bugs.Xiaodong Gu, Yo-Sub Han, Sunghun Kim, Hongyu Zhang
2020InterspeechClovaCall: Korean Goal-Oriented Dialog Speech Corpus for Automatic Speech Recognition of Contact Centers.Jung-Woo Ha, Kihyun Nam, Jingu Kang, Sang-Woo Lee, Sohee Yang, Hyunhoon Jung, Hyeji Kim, Eunmi Kim, Soojin Kim, Hyun Ah Kim, Kyoungtae Doh, Chan Kyu Lee, Nako Sung, Sunghun Kim
2019AAAIParaphrase Diversification Using Counterfactual Debiasing.Sunghyun Park, Seung-won Hwang, Fuxiang Chen, Jaegul Choo, Jung-Woo Ha, Sunghun Kim, Jinyeong Yim
2019EMNLPNL2pSQL: Generating Pseudo-SQL Queries from Under-Specified Natural Language Questions.Fuxiang Chen, Seung-won Hwang, Jaegul Choo, Jung-Woo Ha, Sunghun Kim
2019ICLRDialogWAE: Multimodal Response Generation with Conditional Wasserstein Auto-Encoder.Xiaodong Gu, Kyunghyun Cho, Jung-Woo Ha, Sunghun Kim
2018CVPRStarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation.Yunjey Choi, Minje Choi, Munyoung Kim, Jung-Woo Ha, Sunghun Kim, Jaegul Choo
2018ICSEDeep code search.Xiaodong Gu, Hongyu Zhang, Sunghun Kim
2017IJCAIDeepAM: Migrate APIs with Multi-modal Sequence to Sequence Learning.Xiaodong Gu, Hongyu Zhang, Dongmei Zhang, Sunghun Kim
2015MSRPartitioning Composite Code Changes to Facilitate Code Review.Yida Tao, Sunghun Kim
2014ISSTACrashLocator: locating crashing faults based on crash stacks.Rongxin Wu, Hongyu Zhang, Shing-Chi Cheung, Sunghun Kim
2013ICSEAutomatic patch generation learned from human-written patches.Dongsun Kim, Jaechang Nam, Jaewoo Song, Sunghun Kim
2013ICSETransfer defect learning.Jaechang Nam, Sinno Jialin Pan, Sunghun Kim
2012APCCCall capacity model and QoS routing algorithms on multi-channel multi-radio wireless meshes.Sunghun Kim, Myungln Ji, Joong Sao Ma
2012MSRThe evolution of data races.Caitlin Sadowski, Jaeheon Yi, Sunghun Kim
2011AAAICosTriage: A Cost-Aware Triage Algorithm for Bug Reporting Systems.Jin-Woo Park, Mu-Woong Lee, Jinhan Kim, Seung-won Hwang, Sunghun Kim
2011DSNCrash graphs: An aggregated view of multiple crashes to improve crash triage.Sunghun Kim, Thomas Zimmermann, Nachiappan Nagappan
2011ICDEIntegrating code search into the development session.Mu-Woong Lee, Seung-won Hwang, Sunghun Kim
2011ICSEAn empirical investigation into the role of API-level refactorings during software evolution.Miryung Kim, Dongxiang Cai, Sunghun Kim
2011ICSEMeCC: memory comparison-based clone detector.Heejung Kim, Yungbum Jung, Sunghun Kim, Kwangkeun Yi
2011ICSEDealing with noise in defect prediction.Sunghun Kim, Hongyu Zhang, Rongxin Wu, Liang Gong
2010AAAITowards an Intelligent Code Search Engine.Jinhan Kim, Sanghoon Lee, Seung-won Hwang, Sunghun Kim
2010ISSTAOCAT: object capture-based automated testing.Hojun Jaygarl, Sunghun Kim, Tao Xie, Carl K. Chang
2009COMPSACPractical Extensions of a Randomized Testing Tool.Hojun Jaygarl, Carl K. Chang, Sunghun Kim
2009SOSPAutomatically patching errors in deployed software.Jeff H. Perkins, Sunghun Kim, Samuel Larsen, Saman P. Amarasinghe, Jonathan Bachrach, Michael Carbin, Carlos Pacheco, Frank Sherwood, Stelios Sidiroglou, Gregory T. Sullivan, Weng-Fai Wong, Yoav Zibin, Michael D. Ernst, Martin C. Rinard
2008ECOOPReCrash: Making Software Failures Reproducible by Preserving Object States.Shay Artzi, Sunghun Kim, Michael D. Ernst
2008ICSEMSR 2008 - 5th working conference on mining software repositories.Michele Lanza, Michael W. Godfrey, Sunghun Kim
2008MSRExtracting structural information from bug reports.Nicolas Bettenburg, Rahul Premraj, Thomas Zimmermann, Sunghun Kim
2008VTCSpatial Reuse DCF for Enhancing Throughput and Performance Analysis.Sunghun Kim, Jongsub Cha, Joongsoo Ma
2007ICSEPredicting Faults from Cached History.Sunghun Kim, Thomas Zimmermann, E. James Whitehead Jr., Andreas Zeller
2007MSRPrioritizing Warning Categories by Analyzing Software History.Sunghun Kim, Michael D. Ernst
2006MSRMicro pattern evolution.Sunghun Kim, Kai Pan, E. James Whitehead Jr.
2006MSRHow long did it take to fix bugs?Sunghun Kim, E. James Whitehead Jr.
2006MSRTA-RE: an exchange language for mining software repositories.Sunghun Kim, Thomas Zimmermann, Miryung Kim, Ahmed E. Hassan, Audris Mockus, Tudor Grba, Martin Pinzger, E. James Whitehead Jr., Andreas Zeller
2006MSRMining version archives for co-changed lines.Thomas Zimmermann, Sunghun Kim, Andreas Zeller, E. James Whitehead Jr.
2006SCAMBug Classification Using Program Slicing Metrics.Kai Pan, Sunghun Kim, E. James Whitehead Jr.
2005MSRAnalysis of signature change patterns.Sunghun Kim, E. James Whitehead Jr., Jennifer Bevan