Sunghun Kim

1. Deep API Learning
   2016/05/27 by Xiaodong Gu, Gu, Xiaodong, Hongyu Zhang +5 · 1 voice · 5 citations
   Computer Science · #Software Engineering Research #Software System Performance and Reliability #Web Data Mining and Analysis #cs.CL #cs.LG #cs.NE #cs.SE
2. A Survey on Large Language Models for Code Generation
   2024/06/01 by J.-H.R. Jiang, Juyong Jiang, Jiang, Juyong +8 · 324 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE)
3. Decoupled Side Information Fusion for Sequential Recommendation
   2022/04/23 by Yueqi Xie, Peilin Zhou, Xie, Yueqi +3 · 12 citations
   Computer Science · Psychology · #Recommender Systems and Techniques #Advanced Graph Neural Networks #Mental Health via Writing
4. NSML: A Machine Learning Platform That Enables You to Focus on Your Models
   2017/12/16 by Nako Sung, Minkyu Kim, Sung, Nako +19 · 11 citations
   Computer Science · #Data Stream Mining Techniques #Distributed #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Parallel #and Cluster Computing (cs.DC)
5. Rethinking Multi-Interest Learning for Candidate Matching in Recommender Systems
   2023/02/28 by Yueqi Xie, Xie, Yueqi, Jingqi Gao +13 · 9 citations
   Computer Science · #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
6. Shortcut-connected Expert Parallelism for Accelerating Mixture-of-Experts
   2024/04/07 by Weilin Cai, Juyong Jiang, Cai, Weilin +9 · 11 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Computation and Language (cs.CL) #Distributed #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Parallel #and Cluster Computing (cs.DC)
7. Attention Calibration for Transformer-based Sequential Recommendation
   2023/08/18 by Peilin Zhou, Qichen Ye, Zhou, Peilin +13 · 6 citations
   Computer Science · Medicine · #Recommender Systems and Techniques #Radiomics and Machine Learning in Medical Imaging #Advanced Graph Neural Networks
8. DialogWAE: Multimodal Response Generation with Conditional Wasserstein Auto-Encoder
   2018/05/31 by Xiaodong Gu, Kyunghyun Cho, Gu, Xiaodong +5 · 3 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 #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
9. Locating Crashing Faults based on Crash Stack Traces
   2014/04/15 by Liang Gong, Hongyu Zhang, Gong, Liang +5 · 2 citations
   Computer Science · #Advanced Malware Detection Techniques #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Reliability and Analysis Research #Software Testing and Debugging Techniques
10. A Survey on Incremental Update for Neural Recommender Systems
    2023/03/06 by Peiyan Zhang, Zhang, Peiyan, Sunghun Kim +1 · 3 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #FOS: Computer and information sciences #H.3.3 #Information Retrieval (cs.IR) #Recommender Systems and Techniques
11. High-Frequency-aware Hierarchical Contrastive Selective Coding for Representation Learning on Text-attributed Graphs
    2024/02/26 by Peiyan Zhang, Zhang, Peiyan, Chaozhuo Li +11 · 3 citations
    Computer Science · #FOS: Computer and information sciences #H.3.3 #Information Retrieval (cs.IR) #Social and Information Networks (cs.SI) #Text and Document Classification Technologies
12. Improving Sequential Recommendations via Bidirectional Temporal Data Augmentation with Pre-training
    2021/12/13 by Juyong Jiang, Jiang, Juyong, Yingtao Luo +11 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR)
13. KaSA: Knowledge-Aware Singular-Value Adaptation of Large Language Models
    2024/12/08 by Fan Wang, Wang, Fan, C.Y. Park +6 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
14. Solar Open 2 Technical Report
    2026/07/22 by Sungrae Park, Sanghoon Kim, Gyoungjin Gim +50
    #cs.CL