| 2026 | AAAI | MV-LLMRec: Multi-View Representation Learning with Large Language Models for Recommendation (Student Abstract). | Minkyung Song, Soyoung Park, Sungsu Lim |
| 2026 | SIGIR | StAR: Adaptive Structure-Aware Reranking for Semantic-Structural Alignment in GraphRAG. | Junghyun Oh, Sungsu Lim |
| 2026 | SIGIR | DisCoRec: Disentangled Conformity-aware Recommendation with LLM-Guided Multi-View Learning. | Minkyung Song, Soyoung Park, Sungsu Lim |
| 2026 | WACV | MR-Pruner: Training-free Multi-resolution Visual Token Pruning for Multi-modal Large Language Models. | Seunghoon Han, Hyewon Lee, Soyoung Park, Jong-Ryul Lee, Sungsu Lim |
| 2026 | WSDM | Metadata Meets LLMs: Constructing Knowledge-Rich Citation Networks with CoT-Enhanced Representations. | Soohwan Jeong, Mingyu Choi, Joon-Young Kim, Susik Yoon, Sungsu Lim |
| 2025 | CIKM | CR-SGCN: Unsupervised Signed Community Detection via Conductance Regularization. | Jeongseon Kim, Sungsu Lim |
| 2025 | CIKM | FnRGNN: Distribution-aware Fairness in Graph Neural Network. | SoYoung Park, Sungsu Lim |
| 2025 | EDBT | GRAIL: Graph Retrieval-Augmented In-Context Learning for Node Classification in Real-World Textual-Attributed Graphs. | Chanuk Lim, Kyong-Ha Lee, Hyun Ji Jeong, Sungsu Lim |
| 2025 | PAKDD | Zero-Shot Industrial Anomaly Segmentation with Image-Aware Prompt Generation. | SoYoung Park, Hyewon Lee, Mingyu Choi, Seunghoon Han, Jong-Ryul Lee, Sungsu Lim, Tae-Ho Kim |
| 2025 | WWW | Diverse Knowledge Selection for Enhanced Zero-shot Visual Question Answering. | Seunghoon Han, Mingyu Choi, Hyewon Lee, SoYoung Park, Jong-Ryul Lee, Sungsu Lim, Tae-Ho Kim |
| 2024 | ICDM | Multi-Hyperbolic Space-Based Heterogeneous Graph Attention Network. | Jongmin Park, Seunghoon Han, Jong-Ryul Lee, Sungsu Lim |
| 2024 | WWW | Hyperbolic Heterogeneous Graph Attention Networks. | Jongmin Park, Seunghoon Han, Soohwan Jeong, Sungsu Lim |
| 2023 | CIKM | Exploring Cohesive Subgraphs in Hypergraphs: The (k, g)-core Approach. | Dahee Kim, Junghoon Kim, Sungsu Lim, Hyun Ji Jeong |
| 2023 | ICLR | Greedy Actor-Critic: A New Conditional Cross-Entropy Method for Policy Improvement. | Samuel Neumann, Sungsu Lim, Ajin George Joseph, Yangchen Pan, Adam White, Martha White |
| 2022 | DASFAA | (p, n)-core: Core Decomposition in Signed Networks. | Junghoon Kim, Sungsu Lim |
| 2020 | AAAI | Meta-Learning on Graph with Curvature-Based Analysis (Student Abstract). | Tae Hong Moon, Sungsu Lim |
| 2020 | KDD | SSumM: Sparse Summarization of Massive Graphs. | Kyuhan Lee, Hyeonsoo Jo, Jihoon Ko, Sungsu Lim, Kijung Shin |
| 2019 | ICDE | LinkBlackHole*: Robust Overlapping Community Detection Using Link Embedding (Extended Abstract). | Jungeun Kim, Sungsu Lim, Jae-Gil Lee, Byung Suk Lee |
| 2016 | ICDE | BlackHole: Robust community detection inspired by graph drawing. | Sungsu Lim, Junghoon Kim, Jae-Gil Lee |
| 2014 | ICDE | LinkSCAN*: Overlapping community detection using the link-space transformation. | Sungsu Lim, Seungwoo Ryu, Sejeong Kwon, Kyomin Jung, Jae-Gil Lee |
| 2012 | INFOCOM | Stability of the Max-Weight protocol in adversarial wireless networks. | Sungsu Lim, Kyomin Jung, Matthew Andrews |