Yu-Jung Heo

29 papers A* 5B 1Journal 16Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
Evaluating Visual and Cultural Interpretation: The K-Viscuit Benchmark with Human-VLM Collaboration.
ACL (1)
ChaeHun Park, Yujin Baek, Jaeseok Kim, Yu-Jung Heo, Du-Seong Chang, Jaegul Choo
2025 J jnl
Instruction-tuned Self-Questioning Framework for Multimodal Reasoning.
CoRR
Youwon Jang, Yu-Jung Heo, Jaeseok Kim, Minsu Lee, Du-Seong Chang, Byoung-Tak Zhang
2024 — conf
BI-MDRG: Bridging Image History in Multimodal Dialogue Response Generation.
ECCV (31)
Hee Suk Yoon, Eunseop Yoon, Joshua Tian Jin Tee, Kang Zhang, Yu-Jung Heo, Du-Seong Chang, Chang D. Yoo
2024 J jnl
BI-MDRG: Bridging Image History in Multimodal Dialogue Response Generation.
CoRR
Hee Suk Yoon, Eunseop Yoon, Joshua Tian Jin Tee, Kang Zhang, Yu-Jung Heo, Du-Seong Chang, Chang D. Yoo
2024 B conf
CogME: A Cognition-Inspired Multi-Dimensional Evaluation Metric for Story Understanding.
CogSci
Minjung Shin, Seongho Choi, Yu-Jung Heo, Minsu Lee, Byoung-Tak Zhang, Jeh-Kwang Ryu
2024 J jnl
Evaluating Visual and Cultural Interpretation: The K-Viscuit Benchmark with Human-VLM Collaboration.
CoRR
Yujin Baek, ChaeHun Park, Jaeseok Kim, Yu-Jung Heo, Du-Seong Chang, Jaegul Choo
2024 J jnl
Solution for SMART-101 Challenge of CVPR Multi-modal Algorithmic Reasoning Task 2024.
CoRR
Jinwoo Ahn, Junhyeok Park, Min-Jun Kim, Kanghyeon Kim, So-Yeong Sohn, Yun-Ji Lee, Du-Seong Chang, Yu-Jung Heo, Eun-Sol Kim
2024 A* conf
Structure-Aware Multimodal Sequential Learning for Visual Dialog.
AAAI
Young-Jin Kim, Min-Jun Kim, Kyunghwan An, Jinwoo Ahn, Jaeseok Kim, Yu-Jung Heo, Du-Seong Chang, Eun-Sol Kim
2024 — conf
Translation Deserves Better: Analyzing Translation Artifacts in Cross-lingual Visual Question Answering.
ACL (Findings)
ChaeHun Park, Koanho Lee, Hyesu Lim, Jaeseok Kim, Junmo Park, Yu-Jung Heo, Du-Seong Chang, Jaegul Choo
2024 J jnl
Translation Deserves Better: Analyzing Translation Artifacts in Cross-lingual Visual Question Answering.
CoRR
ChaeHun Park, Koanho Lee, Hyesu Lim, Jaeseok Kim, Junmo Park, Yu-Jung Heo, Du-Seong Chang, Jaegul Choo
2023 J jnl
Video Turing Test: A first step towards human-level AI.
AI Mag.
Minsu Lee, Yu-Jung Heo, Seongho Choi, Woo Suk Choi, Byoung-Tak Zhang
2022 — conf
Hypergraph Transformer: Weakly-Supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering.
ACL (1)
Yu-Jung Heo, Eun-Sol Kim, Woo Suk Choi, Byoung-Tak Zhang
2022 J jnl
Hypergraph Transformer: Weakly-supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering.
CoRR
Yu-Jung Heo, Eun-Sol Kim, Woo Suk Choi, Byoung-Tak Zhang
2022 J jnl
SGRAM: Improving Scene Graph Parsing via Abstract Meaning Representation.
CoRR
Woo Suk Choi, Yu-Jung Heo, Byoung-Tak Zhang
2021 J jnl
CogME: A Novel Evaluation Metric for Video Understanding Intelligence.
CoRR
Minjung Shin, Jeonghoon Kim, Seongho Choi, Yu-Jung Heo, Donghyun Kim, Minsu Lee, Byoung-Tak Zhang, Jeh-Kwang Ryu
2021 A* conf
DramaQA: Character-Centered Video Story Understanding with Hierarchical QA.
AAAI
Seongho Choi, Kyoung-Woon On, Yu-Jung Heo, Ahjeong Seo, Youwon Jang, Minsu Lee, Byoung-Tak Zhang
2021 J jnl
Toward a Human-Level Video Understanding Intelligence.
CoRR
Yu-Jung Heo, Minsu Lee, Seongho Choi, Woo Suk Choi, Minjung Shin, Minjoon Jung, Jeh-Kwang Ryu, Byoung-Tak Zhang
2020 A* conf
Cut-Based Graph Learning Networks to Discover Compositional Structure of Sequential Video Data.
AAAI
Kyoung-Woon On, Eun-Sol Kim, Yu-Jung Heo, Byoung-Tak Zhang
2020 J jnl
Cut-Based Graph Learning Networks to Discover Compositional Structure of Sequential Video Data.
CoRR
Kyoung-Woon On, Eun-Sol Kim, Yu-Jung Heo, Byoung-Tak Zhang
2020 J jnl
DramaQA: Character-Centered Video Story Understanding with Hierarchical QA.
CoRR
Seongho Choi, Kyoung-Woon On, Yu-Jung Heo, Ahjeong Seo, Youwon Jang, Seungchan Lee, Minsu Lee, Byoung-Tak Zhang
2020 A* conf
Hypergraph Attention Networks for Multimodal Learning.
CVPR
Eun-Sol Kim, Woo-Young Kang, Kyoung-Woon On, Yu-Jung Heo, Byoung-Tak Zhang
2019 J jnl
Compositional Structure Learning for Sequential Video Data.
CoRR
Kyoung-Woon On, Eun-Sol Kim, Yu-Jung Heo, Byoung-Tak Zhang
2019 J jnl
Constructing Hierarchical Q&A Datasets for Video Story Understanding.
CoRR
Yu-Jung Heo, Kyoung-Woon On, Seongho Choi, Jaeseo Lim, Jinah Kim, Jeh-Kwang Ryu, Byung-Chull Bae, Byoung-Tak Zhang
2019 J jnl
Visualizing Semantic Structures of Sequential Data by Learning Temporal Dependencies.
CoRR
Kyoung-Woon On, Eun-Sol Kim, Yu-Jung Heo, Byoung-Tak Zhang
2018 J jnl
Answerer in Questioner's Mind for Goal-Oriented Visual Dialogue.
CoRR
Sang-Woo Lee, Yu-Jung Heo, Byoung-Tak Zhang
2018 A* conf
Answerer in Questioner's Mind: Information Theoretic Approach to Goal-Oriented Visual Dialog.
NeurIPS
Sang-Woo Lee, Yu-Jung Heo, Byoung-Tak Zhang
2018 — conf
Temporal Attention Mechanism with Conditional Inference for Large-Scale Multi-label Video Classification.
ECCV Workshops (4)
Eun-Sol Kim, Kyoung-Woon On, Jongseok Kim, Yu-Jung Heo, Seong-Ho Choi, Hyun-Dong Lee, Byoung-Tak Zhang
2017 — conf
Criteria for Human-Compatible AI in Two-Player Vision-Language Tasks.
LaCATODA@IJCAI
Cheolho Han, Sang-Woo Lee, Yu-Jung Heo, Woo-Young Kang, Jaehyun Jun, Byoung-Tak Zhang
2015 — conf
Pororobot: A Deep Learning Robot That Plays Video Q&A Games.
AAAI Fall Symposia
Kyung-Min Kim, Chang-Jun Nan, Jung-Woo Ha, Yu-Jung Heo, Byoung-Tak Zhang