Buru Chang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 31

Top Topics

Retrieval Model

Attention Mechanism

Alphanumeric Characters

Top Venues

EMNLP (Findings)

Publications

Dokyun Lee, Sangeun Seo, Chanwoo Park, Sunjun Kim, Buru Chang, Jean Y. Song
Exploring Intervention Techniques to Alleviate Negative Emotions during Video Content Moderation Tasks as a Worker-centered Task Design. Conference on Designing Interactive Systems (2024)
Minchan Kim, Minyeong Kim, Junik Bae, Suhwan Choi, Sungkyung Kim, Buru Chang
Exploiting Semantic Reconstruction to Mitigate Hallucinations in Vision-Language Models. CoRR (2024)
Byounggyu Lew, Donghyun Son, Buru Chang
Gradient Estimation for Unseen Domain Risk Minimization with Pre-Trained Models. ICCV (Workshops) (2023)
Byounggyu Lew, Donghyun Son, Buru Chang
Gradient Estimation for Unseen Domain Risk Minimization with Pre-Trained Models. CoRR (2023)
Donghyun Son, Byounggyu Lew, Kwanghee Choi, Yongsu Baek, Seungwoo Choi, Beomjun Shin, Sungjoo Ha, Buru Chang
Reliable Decision from Multiple Subtasks through Threshold Optimization: Content Moderation in the Wild. WSDM (2023)
Seong Min Kye, Kwanghee Choi, Hyeongmin Byun, Buru Chang
TiDAL: Learning Training Dynamics for Active Learning. ICCV (2023)
Donghyun Son, Byounggyu Lew, Kwanghee Choi, Yongsu Baek, Seungwoo Choi, Beomjun Shin, Sungjoo Ha, Buru Chang
Reliable Decision from Multiple Subtasks through Threshold Optimization: Content Moderation in the Wild. CoRR (2022)
Seungju Han, Beomsu Kim, Seokjun Seo, Enkhbayar Erdenee, Buru Chang
Understanding and Improving the Exemplar-based Generation for Open-domain Conversation. ConvAI@ACL (2022)
Seungju Han, Beomsu Kim, Buru Chang
Measuring and Improving Semantic Diversity of Dialogue Generation. CoRR (2022)
Seungju Han, Beomsu Kim, Jin Yong Yoo, Seokjun Seo, Sangbum Kim, Enkhbayar Erdenee, Buru Chang
Meet Your Favorite Character: Open-domain Chatbot Mimicking Fictional Characters with only a Few Utterances. NAACL-HLT (2022)
Seungju Han, Beomsu Kim, Jin Yong Yoo, Seokjun Seo, Sangbum Kim, Enkhbayar Erdenee, Buru Chang
Meet Your Favorite Character: Open-domain Chatbot Mimicking Fictional Characters with only a Few Utterances. CoRR (2022)
Seungju Han, Beomsu Kim, Buru Chang
Measuring and Improving Semantic Diversity of Dialogue Generation. EMNLP (Findings) (2022)
Seong Min Kye, Kwanghee Choi, Buru Chang
TiDAL: Learning Training Dynamics for Active Learning. CoRR (2022)
Kwanghee Choi, Martin Kersner, Jacob Morton, Buru Chang
Temporal Knowledge Distillation for on-device Audio Classification. ICASSP (2022)
Seong Min Kye, Kwanghee Choi, Joonyoung Yi, Buru Chang
Learning with Noisy Labels by Efficient Transition Matrix Estimation to Combat Label Miscorrection. ECCV (25) (2022)
Beomsu Kim, Seokjun Seo, Seungju Han, Enkhbayar Erdenee, Buru Chang
Distilling the Knowledge of Large-scale Generative Models into Retrieval Models for Efficient Open-domain Conversation. EMNLP (Findings) (2021)
Seungju Han, Beomsu Kim, Seokjun Seo, Enkhbayar Erdenee, Buru Chang
Understanding and Improving the Exemplar-based Generation for Open-domain Conversation. CoRR (2021)
Seong Min Kye, Kwanghee Choi, Joonyoung Yi, Buru Chang
Learning with Noisy Labels by Efficient Transition Matrix Estimation to Combat Label Miscorrection. CoRR (2021)
Youngkyu Hong, Seungju Han, Kwanghee Choi, Seokjun Seo, Beomsu Kim, Buru Chang
Disentangling Label Distribution for Long-Tailed Visual Recognition. CVPR (2021)
Beomsu Kim, Seokjun Seo, Seungju Han, Enkhbayar Erdenee, Buru Chang
Distilling the Knowledge of Large-scale Generative Models into Retrieval Models for Efficient Open-domain Conversation. CoRR (2021)
Kwanghee Choi, Martin Kersner, Jacob Morton, Buru Chang
Temporal Knowledge Distillation for On-device Audio Classification. CoRR (2021)
Joonyoung Yi, Buru Chang
Efficient Click-Through Rate Prediction for Developing Countries via Tabular Learning. CoRR (2021)
Joonyoung Yi, Beomsu Kim, Buru Chang
Embedding Normalization: Significance Preserving Feature Normalization for Click-Through Rate Prediction. ICDM (Workshops) (2021)
Buru Chang, Inggeol Lee, Hyunjae Kim, Jaewoo Kang
"Killing Me" Is Not a Spoiler: Spoiler Detection Model using Graph Neural Networks with Dependency Relation-Aware Attention Mechanism. EACL (2021)
Buru Chang, Inggeol Lee, Hyunjae Kim, Jaewoo Kang
"Killing Me" Is Not a Spoiler: Spoiler Detection Model using Graph Neural Networks with Dependency Relation-Aware Attention Mechanism. CoRR (2021)
Buru Chang, Gwanghoon Jang, Seoyoon Kim, Jaewoo Kang
Learning Graph-Based Geographical Latent Representation for Point-of-Interest Recommendation. CIKM (2020)
Buru Chang, Yookyung Koh, Donghyeon Park, Jaewoo Kang
Content-Aware Successive Point-of-Interest Recommendation. SDM (2020)
Youngkyu Hong, Seungju Han, Kwanghee Choi, Seokjun Seo, Beomsu Kim, Buru Chang
Disentangling Label Distribution for Long-tailed Visual Recognition. CoRR (2020)
Buru Chang, Yonggyu Park, Seongsoon Kim, Jaewoo Kang
DeepPIM: A deep neural point-of-interest imputation model. Inf. Sci. 465 (2018)
Buru Chang, Hyunjae Kim, Raehyun Kim, Deahan Kim, Jaewoo Kang
A Deep Neural Spoiler Detection Model Using a Genre-Aware Attention Mechanism. PAKDD (1) (2018)
Buru Chang, Yonggyu Park, Donghyeon Park, Seongsoon Kim, Jaewoo Kang
Content-Aware Hierarchical Point-of-Interest Embedding Model for Successive POI Recommendation. IJCAI (2018)