Sejoon Oh

28 papers A* 2A 5Journal 18Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Netflix Artwork Personalization via LLM Post-training.
CoRR
Hyunji Nam, Sejoon Oh, Emma Kong, Yesu Feng, Moumita Bhattacharya
2024 — —
Accurate and Trustworthy Recommender Systems: Algorithms and Findings.
Sejoon Oh
2024 A conf
Adversarial Text Rewriting for Text-aware Recommender Systems.
CIKM
Sejoon Oh, Gaurav Verma, Srijan Kumar
2024 J jnl
Adversarial Text Rewriting for Text-aware Recommender Systems.
CoRR
Sejoon Oh, Gaurav Verma, Srijan Kumar
2024 — conf
Cross-Modal Projection in Multimodal LLMs Doesn't Really Project Visual Attributes to Textual Space.
ACL (Short Papers)
Gaurav Verma, Minje Choi, Kartik Sharma, Jamelle Watson-Daniels, Sejoon Oh, Srijan Kumar
2024 J jnl
FINEST: Stabilizing Recommendations by Rank-Preserving Fine-Tuning.
CoRR
Sejoon Oh, Berk Ustun, Julian J. McAuley, Srijan Kumar
2024 J jnl
FINEST: Stabilizing Recommendations by Rank-Preserving Fine-Tuning.
ACM Trans. Knowl. Discov. Data
Sejoon Oh, Berk Ustun, Julian J. McAuley, Srijan Kumar
2024 J jnl
IntentRec: Predicting User Session Intent with Hierarchical Multi-Task Learning.
CoRR
Sejoon Oh, Moumita Bhattacharya, Yesu Feng, Sudarshan Lamkhede
2024 J jnl
Mysterious Projections: Multimodal LLMs Gain Domain-Specific Visual Capabilities Without Richer Cross-Modal Projections.
CoRR
Gaurav Verma, Minje Choi, Kartik Sharma, Jamelle Watson-Daniels, Sejoon Oh, Srijan Kumar
2024 J jnl
UniGuard: Towards Universal Safety Guardrails for Jailbreak Attacks on Multimodal Large Language Models.
CoRR
Sejoon Oh, Yiqiao Jin, Megha Sharma, Donghyun Kim, Eric Ma, Gaurav Verma, Srijan Kumar
2023 — conf
Hierarchical Multi-Task Learning Framework for Session-based Recommendations.
ORSUM@RecSys
Sejoon Oh, Walid Shalaby, Amir Afsharinejad, Xiquan Cui
2023 J jnl
Hierarchical Multi-Task Learning Framework for Session-based Recommendations.
CoRR
Sejoon Oh, Walid Shalaby, Amir Afsharinejad, Xiquan Cui
2022 A conf
Implicit Session Contexts for Next-Item Recommendations.
CIKM
Sejoon Oh, Ankur Bhardwaj, Jongseok Han, Sungchul Kim, Ryan A. Rossi, Srijan Kumar
2022 J jnl
Implicit Session Contexts for Next-Item Recommendations.
CoRR
Sejoon Oh, Ankur Bhardwaj, Jongseok Han, Sungchul Kim, Ryan A. Rossi, Srijan Kumar
2022 A conf
M2TRec: Metadata-aware Multi-task Transformer for Large-scale and Cold-start free Session-based Recommendations.
RecSys
Walid Shalaby, Sejoon Oh, Amir Afsharinejad, Srijan Kumar, Xiquan Cui
2022 J jnl
M2TRec: Metadata-aware Multi-task Transformer for Large-scale and Cold-start free Session-based Recommendations.
CoRR
Walid Shalaby, Sejoon Oh, Amir Afsharinejad, Srijan Kumar, Xiquan Cui
2022 A conf
Rank List Sensitivity of Recommender Systems to Interaction Perturbations.
CIKM
Sejoon Oh, Berk Ustun, Julian J. McAuley, Srijan Kumar
2022 J jnl
Robustness of Deep Recommendation Systems to Untargeted Interaction Perturbations.
CoRR
Sejoon Oh, Srijan Kumar
2021 A conf
Influence-guided Data Augmentation for Neural Tensor Completion.
CIKM
Sejoon Oh, Sungchul Kim, Ryan A. Rossi, Srijan Kumar
2021 J jnl
Influence-guided Data Augmentation for Neural Tensor Completion.
CoRR
Sejoon Oh, Sungchul Kim, Ryan A. Rossi, Srijan Kumar
2020 J jnl
Fast, Accurate and Provable Triangle Counting in Fully Dynamic Graph Streams.
ACM Trans. Knowl. Discov. Data
Kijung Shin, Sejoon Oh, Jisu Kim, Bryan Hooi, Christos Faloutsos
2019 J jnl
Fast and scalable method for distributed Boolean tensor factorization.
VLDB J.
Namyong Park, Sejoon Oh, U Kang
2019 J jnl
High-Performance Tucker Factorization on Heterogeneous Platforms.
IEEE Trans. Parallel Distributed Syst.
Sejoon Oh, Namyong Park, Jun-Gi Jang, Lee Sael, U Kang
2018 J jnl
GIFT: Guided and Interpretable Factorization for Tensors - An Application to Large-Scale Multi-platform Cancer Analysis.
CoRR
Jungwoo Lee, Sejoon Oh, Lee Sael
2018 J jnl
GIFT: Guided and Interpretable Factorization for Tensors with an application to large-scale multi-platform cancer analysis.
Bioinform.
Jungwoo Lee, Sejoon Oh, Lee Sael
2018 A* conf
Scalable Tucker Factorization for Sparse Tensors - Algorithms and Discoveries.
ICDE
Sejoon Oh, Namyong Park, Lee Sael, U Kang
2017 A* conf
Fast and Scalable Distributed Boolean Tensor Factorization.
ICDE
Namyong Park, Sejoon Oh, U Kang
2017 J jnl
Scalable Tucker Factorization for Sparse Tensors - Algorithms and Discoveries.
CoRR
Sejoon Oh, Namyong Park, Lee Sael, U Kang