Dongyoon Hwang

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 14

Top Topics

Recommendation Systems

Collaborative Filtering Recommendation Algorithm

Personalized Recommendation

Reinforcement Learning

Top Venues

Trans. Recomm. Syst.

Publications

Hyunseung Kim, Byungkun Lee, Hojoon Lee, Dongyoon Hwang, Donghu Kim, Jaegul Choo
Do's and Don'ts: Learning Desirable Skills with Instruction Videos. CoRR (2024)
Romain Deffayet, Thibaut Thonet, Dongyoon Hwang, Vassilissa Lehoux, Jean-Michel Renders, Maarten de Rijke
SARDINE: Simulator for Automated Recommendation in Dynamic and Interactive Environments. Trans. Recomm. Syst. 2 (3) (2024)
Donghu Kim, Hojoon Lee, Kyungmin Lee, Dongyoon Hwang, Jaegul Choo
Investigating Pre-Training Objectives for Generalization in Vision-Based Reinforcement Learning. CoRR (2024)
Dongyoon Hwang, Byungkun Lee, Hojoon Lee, Hyunseung Kim, Jaegul Choo
Adapting Pretrained ViTs with Convolution Injector for Visuo-Motor Control. CoRR (2024)
Romain Deffayet, Thibaut Thonet, Dongyoon Hwang, Vassilissa Lehoux, Jean-Michel Renders, Maarten de Rijke
SARDINE: A Simulator for Automated Recommendation in Dynamic and Interactive Environments. CoRR (2023)
Hyunseung Kim, Byungkun Lee, Hojoon Lee, Dongyoon Hwang, Sejik Park, Kyushik Min, Jaegul Choo
Learning to Discover Skills through Guidance. CoRR (2023)
Hyunseung Kim, Byungkun Lee, Hojoon Lee, Dongyoon Hwang, Sejik Park, Kyushik Min, Jaegul Choo
Learning to Discover Skills through Guidance. NeurIPS (2023)
Hojoon Lee, Dongyoon Hwang, Kyushik Min, Jaegul Choo
Towards Validating Long-Term User Feedbacks in Interactive Recommendation Systems. CoRR (2023)
Hojoon Lee, Koanho Lee, Dongyoon Hwang, Hyunho Lee, Byungkun Lee, Jaegul Choo
On the Importance of Feature Decorrelation for Unsupervised Representation Learning in Reinforcement Learning. ICML (2023)
Hojoon Lee, Koanho Lee, Dongyoon Hwang, Hyunho Lee, Byungkun Lee, Jaegul Choo
On the Importance of Feature Decorrelation for Unsupervised Representation Learning in Reinforcement Learning. CoRR (2023)
Hojoon Lee, Dongyoon Hwang, Hyunseung Kim, Byungkun Lee, Jaegul Choo
DraftRec: Personalized Draft Recommendation for Winning in Multi-Player Online Battle Arena Games. WWW (2022)
Hojoon Lee, Dongyoon Hwang, Hyunseung Kim, Byungkun Lee, Jaegul Choo
DraftRec: Personalized Draft Recommendation for Winning in Multi-Player Online Battle Arena Games. CoRR (2022)
Hojoon Lee, Dongyoon Hwang, Kyushik Min, Jaegul Choo
Towards Validating Long-Term User Feedbacks in Interactive Recommendation Systems. SIGIR (2022)
Hojoon Lee, Dongyoon Hwang, Sunghwan Hong, Changyeon Kim, Seungryong Kim, Jaegul Choo
MOI-Mixer: Improving MLP-Mixer with Multi Order Interactions in Sequential Recommendation. CoRR (2021)