Sejoon Oh

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 20

Top Topics

Item Recommendation

Heterogeneous Platforms

Tensor Factorization

Top Venues

Publications

Sejoon Oh, Berk Ustun, Julian J. McAuley, Srijan Kumar
FINEST: Stabilizing Recommendations by Rank-Preserving Fine-Tuning. CoRR (2024)
Gaurav Verma, Minje Choi, Kartik Sharma, Jamelle Watson-Daniels, Sejoon Oh, Srijan Kumar
Mysterious Projections: Multimodal LLMs Gain Domain-Specific Visual Capabilities Without Richer Cross-Modal Projections. CoRR (2024)
Sejoon Oh, Walid Shalaby, Amir Afsharinejad, Xiquan Cui
Hierarchical Multi-Task Learning Framework for Session-based Recommendations. ORSUM@RecSys (2023)
Sejoon Oh, Walid Shalaby, Amir Afsharinejad, Xiquan Cui
Hierarchical Multi-Task Learning Framework for Session-based Recommendations. CoRR (2023)
Walid Shalaby, Sejoon Oh, Amir Afsharinejad, Srijan Kumar, Xiquan Cui
M2TRec: Metadata-aware Multi-task Transformer for Large-scale and Cold-start free Session-based Recommendations. CoRR (2022)
Walid Shalaby, Sejoon Oh, Amir Afsharinejad, Srijan Kumar, Xiquan Cui
M2TRec: Metadata-aware Multi-task Transformer for Large-scale and Cold-start free Session-based Recommendations. RecSys (2022)
Sejoon Oh, Ankur Bhardwaj, Jongseok Han, Sungchul Kim, Ryan A. Rossi, Srijan Kumar
Implicit Session Contexts for Next-Item Recommendations. CoRR (2022)
Sejoon Oh, Berk Ustun, Julian J. McAuley, Srijan Kumar
Rank List Sensitivity of Recommender Systems to Interaction Perturbations. CIKM (2022)
Sejoon Oh, Srijan Kumar
Robustness of Deep Recommendation Systems to Untargeted Interaction Perturbations. CoRR (2022)
Sejoon Oh, Ankur Bhardwaj, Jongseok Han, Sungchul Kim, Ryan A. Rossi, Srijan Kumar
Implicit Session Contexts for Next-Item Recommendations. CIKM (2022)
Sejoon Oh, Sungchul Kim, Ryan A. Rossi, Srijan Kumar
Influence-guided Data Augmentation for Neural Tensor Completion. CIKM (2021)
Sejoon Oh, Sungchul Kim, Ryan A. Rossi, Srijan Kumar
Influence-guided Data Augmentation for Neural Tensor Completion. CoRR (2021)
Kijung Shin, Sejoon Oh, Jisu Kim, Bryan Hooi, Christos Faloutsos
Fast, Accurate and Provable Triangle Counting in Fully Dynamic Graph Streams. ACM Trans. Knowl. Discov. Data 14 (2) (2020)
Namyong Park, Sejoon Oh, U Kang
Fast and scalable method for distributed Boolean tensor factorization. VLDB J. 28 (4) (2019)
Sejoon Oh, Namyong Park, Jun-Gi Jang, Lee Sael, U Kang
High-Performance Tucker Factorization on Heterogeneous Platforms. IEEE Trans. Parallel Distributed Syst. 30 (10) (2019)
Jungwoo Lee, Sejoon Oh, Lee Sael
GIFT: Guided and Interpretable Factorization for Tensors with an application to large-scale multi-platform cancer analysis. Bioinform. 34 (24) (2018)
Sejoon Oh, Namyong Park, Lee Sael, U Kang
Scalable Tucker Factorization for Sparse Tensors - Algorithms and Discoveries. ICDE (2018)
Jungwoo Lee, Sejoon Oh, Lee Sael
GIFT: Guided and Interpretable Factorization for Tensors - An Application to Large-Scale Multi-platform Cancer Analysis. CoRR (2018)
Namyong Park, Sejoon Oh, U Kang
Fast and Scalable Distributed Boolean Tensor Factorization. ICDE (2017)
Sejoon Oh, Namyong Park, Lee Sael, U Kang
Scalable Tucker Factorization for Sparse Tensors - Algorithms and Discoveries. CoRR (2017)