| 2026 | AAAI | Tokenize Once, Recommend Anywhere: Unified Item Tokenization for Multi-domain LLM-based Recommendation. | Yu Hou, Won-Yong Shin |
| 2026 | WWW | SCOUT: Structure-Aware Aspect and Anchor-Count Selection for Node Attribute Augmentation via Positional Information. | Dong-Hyuk Seo, Sein Kim, Taeri Kim, Won-Yong Shin, Sang-Wook Kim |
| 2026 | WSDM | Leveraging Retrieval-Augmented Language Models for Accurate Item/Feature Selection in Conversational Recommender Systems. | Taeho Kim, Junpyo Kim, Won-Yong Shin, Sang-Wook Kim |
| 2025 | AAAI | Faithful and Accurate Self-Attention Attribution for Message Passing Neural Networks via the Computation Tree Viewpoint. | Yong-Min Shin, Siqing Li, Xin Cao, Won-Yong Shin |
| 2025 | ICCV | Multi-View Slot Attention using Paraphrased Texts for Face Anti-Spoofing. | Jeongmin Yu, Susang Kim, Kisu Lee, Taekyoung Kwon, Won-Yong Shin, Ha Young Kim |
| 2025 | MICCAI | DeformMLP: Effective Deformation Prediction for Breast Cancer Using Graph Topology-Assisted MLPs. | Yong-Min Shin, Kyunghyun Lee, Sunghwan Lim, Kyungho Yoon, Won-Yong Shin |
| 2025 | WWW | Ranking Items by the Current-Preferences and Profits: A List-wise Learning-to-Rank Approach to Profit Maximization. | Hong-Kyun Bae, Hae-Ri Jang, Won-Yong Shin, Sang-Wook Kim |
| 2025 | WWW | Leveraging Member-Group Relations via Multi-View Graph Filtering for Effective Group Recommendation. | Chae-Hyun Kim, Yoon-Ryung Choi, Jin-Duk Park, Won-Yong Shin |
| 2025 | WWW | Criteria-Aware Graph Filtering: Extremely Fast Yet Accurate Multi-Criteria Recommendation. | Jin-Duk Park, Jaemin Yoo, Won-Yong Shin |
| 2024 | CIKM | Leveraging Trustworthy Node Attributes for Effective Network Alignment. | Dong-Hyuk Seo, Jae-Hwan Lim, Won-Yong Shin, Sang-Wook Kim |
| 2024 | CIKM | Empowering Traffic Speed Prediction with Auxiliary Feature-Aided Dependency Learning. | Dong-Hyuk Seo, Jiwon Son, Namhyuk Kim, Won-Yong Shin, Sang-Wook Kim |
| 2024 | SIGIR | Collaborative Filtering Based on Diffusion Models: Unveiling the Potential of High-Order Connectivity. | Yu Hou, Jin-Duk Park, Won-Yong Shin |
| 2024 | SIGIR | Turbo-CF: Matrix Decomposition-Free Graph Filtering for Fast Recommendation. | Jin-Duk Park, Yong-Min Shin, Won-Yong Shin |
| 2024 | WSDM | MONET: Modality-Embracing Graph Convolutional Network and Target-Aware Attention for Multimedia Recommendation. | Yungi Kim, Taeri Kim, Won-Yong Shin, Sang-Wook Kim |
| 2023 | KDD | LATTE: A Framework for Learning Item-Features to Make a Domain-Expert for Effective Conversational Recommendation. | Taeho Kim, Juwon Yu, Won-Yong Shin, Hyunyoung Lee, Ji-Hui Im, Sang-Wook Kim |
| 2023 | KDD | Criteria Tell You More than Ratings: Criteria Preference-Aware Light Graph Convolution for Effective Multi-Criteria Recommendation. | Jin-Duk Park, Siqing Li, Xin Cao, Won-Yong Shin |
| 2022 | AAAI | Grad-Align: Gradual Network Alignment via Graph Neural Networks (Student Abstract). | Jin-Duk Park, Cong Tran, Won-Yong Shin, Xin Cao |
| 2022 | AAAI | Prototype-Based Explanations for Graph Neural Networks (Student Abstract). | Yong-Min Shin, Sun-Woo Kim, Eun-Bi Yoon, Won-Yong Shin |
| 2022 | CIKM | META-CODE: Community Detection via Exploratory Learning in Topologically Unknown Networks. | Yu Hou, Cong Tran, Won-Yong Shin |
| 2022 | CIKM | Is It Enough Just Looking at the Title?: Leveraging Body Text To Enrich Title Words Towards Accurate News Recommendation. | Taeho Kim, Yungi Kim, Yeon-Chang Lee, Won-Yong Shin, Sang-Wook Kim |
| 2022 | CIKM | GradAlign+: Empowering Gradual Network Alignment Using Attribute Augmentation. | Jin-Duk Park, Cong Tran, Won-Yong Shin, Xin Cao |
| 2021 | CIKM | Relation Prediction via Graph Neural Network in Heterogeneous Information Networks with Missing Type Information. | Han Zhang, Yu Hao, Xin Cao, Yixiang Fang, Won-Yong Shin, Wei Wang |
| 2021 | PERCOM | Location-Aware Caching via Predicting Heterogeneous File Preferences in Mobile Networks. | Hyun-Soung You, Ji-Hong Kim, Won-Yong Shin, Sang-Wook Kim |
| 2020 | CIKM | CR-Graph: Community Reinforcement for Accurate Community Detection. | Yoonsuk Kang, Jun Seok Lee, Won-Yong Shin, Sang-Wook Kim |
| 2017 | ISIT | Multi-cell aware opportunistic random access. | Huifa Lin, Won-Yong Shin |
| 2016 | ISIT | Caching in mobile HetNets: A throughput-delay trade-off perspective. | Trung-Anh Do, Sang-Woon Jeon, Won-Yong Shin |
| 2016 | SIGMOD | GeoSocialBound: an efficient framework for estimating social POI boundaries using spatio-textual information. | Dung Do Vu, Hien To, Won-Yong Shin, Cyrus Shahabi |
| 2015 | VTC | The Effect of Poor Scattering on the Degrees-of-Freedom in Interfering Multiple-Access Channels. | Jangho Yoon, Won-Yong Shin, Hwang Soo Lee |
| 2014 | ICASSP | The design of optimal receiver for opportunistic interference alignment. | Hyun Jong Yang, Bang Chul Jung, Won-Yong Shin, Arogyaswami Paulraj |
| 2014 | ICASSP | Opportunistic interference alignment for MIMO interfering broadcast channels. | Hyun Jong Yang, Won-Yong Shin, Bang Chul Jung, Changho Suh |
| 2014 | ISIT | Ad hoc networking with rate-limited infrastructure: Generalized capacity scaling. | Cheol Jeong, Won-Yong Shin |
| 2014 | ISIT | Opportunistic downlink interference alignment. | Hyun Jong Yang, Won-Yong Shin, Bang Chul Jung, Changho Suh, Arogyaswami Paulraj |
| 2014 | ISIT | Elastic routing in wireless networks with directional antennas. | Jangho Yoon, Won-Yong Shin, Sang-Woon Jeon |
| 2014 | PIMRC | On the joint design of beamforming and user scheduling in multi-cell MIMO uplink networks. | Bang Chul Jung, Su Min Kim, Hyun Jong Yang, Won-Yong Shin |
| 2013 | ISIT | Large-scale ad hoc networks with rate-limited infrastructure: Information-theoretic operating regimes. | Cheol Jeong, Won-Yong Shin |
| 2012 | ACSSC | A feasibility study on opportunistic interference alignment: Limited feedback and sum-rate enhancement. | Hyun Jong Yang, Won-Yong Shin, Bang Chul Jung, Arogyaswami Paulraj |
| 2012 | ISIT | Opportunistic interference alignment for MIMO IMAC: Effect of user scaling over degrees-of-freedom. | Hyun Jong Yang, Won-Yong Shin, Bang Chul Jung, Arogyaswami Paulraj |
| 2011 | ACSSC | The gaussian two-way relay channel with wiretapper. | Sungsoo Kim, Won-Yong Shin, Koji Ishibashi |
| 2011 | ACSSC | Information-theoretic limits of dense underwater networks. | Won-Yong Shin, Daniel E. Lucani, Muriel Mdard, Milica Stojanovic, Vahid Tarokh |
| 2011 | GLOBECOM | A peak power efficient cooperative diversity using star-QAM. | Koji Ishibashi, Won-Yong Shin, Hyoseok Yi, Hideki Ochiai |
| 2010 | ISIT | Multi-hop routing is order-optimal in underwater extended networks. | Won-Yong Shin, Daniel Enrique Lucani, Muriel Mdard, Milica Stojanovic, Vahid Tarokh |
| 2009 | VTC | Multiuser Scheduling Based on Reduced Feedback Information in Cooperative Communications. | Yong-Up Jang, Won-Yong Shin, Yong Hoon Lee |
| 2008 | ISIT | Improved throughput scaling in wireless ad hoc networks with infrastructure. | Won-Yong Shin, Sang-Woon Jeon, Natasha Devroye, Mai Vu, Sae-Young Chung, Yong Hoon Lee, Vahid Tarokh |
| 2007 | ISIT | Improved Power-Delay Trade-off in Wireless Ad Hoc Networks Using Opportunistic Routing. | Won-Yong Shin, Sae-Young Chung, Yong H. Lee |
| 2006 | ISIT | Outage Analysis for MIMO Rician Channels and Channels with Partial CSI. | Won-Yong Shin, Sae-Young Chung, Yong H. Lee |
| 2006 | PIMRC | Capacity Evaluation of Various Multiuser MIMO Schemes in Downlink Cellular Environments. | Jingon Joung, Eun Yong Kim, Sung Hoon Lim, Yong-Up Jang, Won-Yong Shin, Sae-Young Chung, Joohwan Chun, Yong Hoon Lee |