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Hanock Kwak
Publication Activity (10 Years)
Years Active: 2016-2023
Publications (10 Years): 13
Top Topics
Data Sparseness
Language Model
Collaborative Filtering
Forecast Models
Top Venues
CoRR
ACL (1)
ICBINB@NeurIPS
RecSys
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Publications
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Kyuyong Shin
,
Hanock Kwak
,
Su Young Kim
,
Max Nihlén Ramström
,
Jisu Jeong
,
Jung-Woo Ha
,
Kyung-Min Kim
Scaling Law for Recommendation Models: Towards General-Purpose User Representations.
AAAI
(2023)
Kyuyong Shin
,
Hanock Kwak
,
Wonjae Kim
,
Jisu Jeong
,
Seungjae Jung
,
Kyungmin Kim
,
Jung-Woo Ha
,
Sang-Woo Lee
Pivotal Role of Language Modeling in Recommender Systems: Enriching Task-specific and Task-agnostic Representation Learning.
ACL (1)
(2023)
Kyuyong Shin
,
Hanock Kwak
,
Wonjae Kim
,
Jisu Jeong
,
Seungjae Jung
,
Kyung-Min Kim
,
Jung-Woo Ha
,
Sang-Woo Lee
Pivotal Role of Language Modeling in Recommender Systems: Enriching Task-specific and Task-agnostic Representation Learning.
CoRR
(2022)
Kyuyong Shin
,
Hanock Kwak
,
Kyung-Min Kim
,
Minkyu Kim
,
Young-Jin Park
,
Jisu Jeong
,
Seungjae Jung
One4all User Representation for Recommender Systems in E-commerce.
CoRR
(2021)
Seungjae Jung
,
Young-Jin Park
,
Jisu Jeong
,
Kyung-Min Kim
,
Hiun Kim
,
Minkyu Kim
,
Hanock Kwak
Global-Local Item Embedding for Temporal Set Prediction.
CoRR
(2021)
Seungjae Jung
,
Young-Jin Park
,
Jisu Jeong
,
Kyung-Min Kim
,
Hiun Kim
,
Minkyu Kim
,
Hanock Kwak
Global-Local Item Embedding for Temporal Set Prediction.
RecSys
(2021)
Kyuyong Shin
,
Hanock Kwak
,
Kyung-Min Kim
,
Su Young Kim
,
Max Nihlen Ramstrom
Scaling Law for Recommendation Models: Towards General-purpose User Representations.
CoRR
(2021)
Seungjae Jung
,
Kyung-Min Kim
,
Hanock Kwak
,
Young-Jin Park
A Worrying Analysis of Probabilistic Time-series Models for Sales Forecasting.
ICBINB@NeurIPS
(2020)
Seungjae Jung
,
Kyung-Min Kim
,
Hanock Kwak
,
Young-Jin Park
A Worrying Analysis of Probabilistic Time-series Models for Sales Forecasting.
CoRR
(2020)
Kyung-Min Kim
,
Dong-Hyun Kwak
,
Hanock Kwak
,
Young-Jin Park
,
Sangkwon Sim
,
Jae-Han Cho
,
Minkyu Kim
,
Jihun Kwon
,
Nako Sung
,
Jung-Woo Ha
Tripartite Heterogeneous Graph Propagation for Large-scale Social Recommendation.
CoRR
(2019)
Kyung-Min Kim
,
Dong-Hyun Kwak
,
Hanock Kwak
,
Young-Jin Park
,
Sangkwon Sim
,
Jae-Han Cho
,
Minkyu Kim
,
Jihun Kwon
,
Nako Sung
,
Jung-Woo Ha
Tripartite Heterogeneous Graph Propagation for Large-scale Social Recommendation.
RecSys (Late-Breaking Results)
(2019)
Hanock Kwak
,
Byoung-Tak Zhang
Generating Images Part by Part with Composite Generative Adversarial Networks.
CoRR
(2016)
Hanock Kwak
,
Byoung-Tak Zhang
Ways of Conditioning Generative Adversarial Networks.
CoRR
(2016)