Pororobot: A Deep Learning Robot That Plays Video Q&A Games. - Kyung-Min Kim; Chang-Jun Nan; Jung-Woo Ha 001; Yu-Jung Heo; Byoung-Tak Zhang (AAAI Fall Symposia, 2015)

Criteria for Human-Compatible AI in Two-Player Vision-Language Tasks. - Cheolho Han; Sang-Woo Lee 001; Yu-Jung Heo; Woo-Young Kang; Jaehyun Jun; Byoung-Tak Zhang (LaCATODA@IJCAI, 2017)

Temporal Attention Mechanism with Conditional Inference for Large-Scale Multi-label Video Classification. - Eun-Sol Kim; Kyoung-Woon On; Jongseok Kim 002; Yu-Jung Heo; Seong-Ho Choi 001; Hyun-Dong Lee; Byoung-Tak Zhang (ECCV Workshops (4), 2018)

Answerer in Questioner's Mind: Information Theoretic Approach to Goal-Oriented Visual Dialog. - Sang-Woo Lee 001; Yu-Jung Heo; Byoung-Tak Zhang (NeurIPS, 2018)

Answerer in Questioner's Mind for Goal-Oriented Visual Dialogue. - Sang-Woo Lee 001; Yu-Jung Heo; Byoung-Tak Zhang (CoRR, 2018)

Visualizing Semantic Structures of Sequential Data by Learning Temporal Dependencies. - Kyoung-Woon On; Eun-Sol Kim; Yu-Jung Heo; Byoung-Tak Zhang (CoRR, 2019)

Constructing Hierarchical Q&A Datasets for Video Story Understanding. - Yu-Jung Heo; Kyoung-Woon On; Seongho Choi 001; Jaeseo Lim; Jinah Kim; Jeh-Kwang Ryu; Byung-Chull Bae; Byoung-Tak Zhang (CoRR, 2019)

Compositional Structure Learning for Sequential Video Data. - Kyoung-Woon On; Eun-Sol Kim; Yu-Jung Heo; Byoung-Tak Zhang (CoRR, 2019)

Cut-Based Graph Learning Networks to Discover Compositional Structure of Sequential Video Data. - Kyoung-Woon On; Eun-Sol Kim; Yu-Jung Heo; Byoung-Tak Zhang (AAAI, 2020)

Hypergraph Attention Networks for Multimodal Learning. - Eun-Sol Kim; Woo-Young Kang; Kyoung-Woon On; Yu-Jung Heo; Byoung-Tak Zhang (CVPR, 2020)

DramaQA: Character-Centered Video Story Understanding with Hierarchical QA. - Seongho Choi 001; Kyoung-Woon On; Yu-Jung Heo; Ahjeong Seo; Youwon Jang; Seungchan Lee; Min Su Lee; Byoung-Tak Zhang (CoRR, 2020)

DramaQA: Character-Centered Video Story Understanding with Hierarchical QA. - Seongho Choi 001; Kyoung-Woon On; Yu-Jung Heo; Ahjeong Seo; Youwon Jang; Min Su Lee; Byoung-Tak Zhang (AAAI, 2021)

CogME: A Novel Evaluation Metric for Video Understanding Intelligence. - Minjung Shin; Jeonghoon Kim; Seongho Choi 001; Yu-Jung Heo; Donghyun Kim; Min Su Lee; Byoung-Tak Zhang; Jeh-Kwang Ryu (CoRR, 2021)

Toward a Human-Level Video Understanding Intelligence. - Yu-Jung Heo; Min Su Lee; Seongho Choi 001; Woo Suk Choi; Minjung Shin; Minjoon Jung; Jeh-Kwang Ryu; Byoung-Tak Zhang (CoRR, 2021)

Hypergraph Transformer: Weakly-Supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering. - Yu-Jung Heo; Eun-Sol Kim; Woo Suk Choi; Byoung-Tak Zhang (ACL (1), 2022)

SGRAM: Improving Scene Graph Parsing via Abstract Meaning Representation. - Woo Suk Choi; Yu-Jung Heo; Byoung-Tak Zhang (CoRR, 2022)

Video Turing Test: A first step towards human-level AI. - Min Su Lee; Yu-Jung Heo; Seongho Choi 001; Woo Suk Choi; Byoung-Tak Zhang (AI Mag., 2023)

Structure-Aware Multimodal Sequential Learning for Visual Dialog. - Young-Jin Kim; Min-Jun Kim; Kyunghwan An; Jinwoo Ahn; Jaeseok Kim; Yu-Jung Heo; Du-Seong Chang; Eun-Sol Kim (AAAI, 2024)

Translation Deserves Better: Analyzing Translation Artifacts in Cross-lingual Visual Question Answering. - ChaeHun Park; Koanho Lee; Hyesu Lim; Jaeseok Kim; Junmo Park; Yu-Jung Heo; Du-Seong Chang; Jaegul Choo (ACL (Findings), 2024)

BI-MDRG: Bridging Image History in Multimodal Dialogue Response Generation. - Hee Suk Yoon; Eunseop Yoon; Joshua Tian Jin Tee; Kang Zhang 008; Yu-Jung Heo; Du-Seong Chang; Chang D. Yoo (ECCV (31), 2024)

Solution for SMART-101 Challenge of CVPR Multi-modal Algorithmic Reasoning Task 2024. - Jinwoo Ahn; Junhyeok Park; Min-Jun Kim; Kanghyeon Kim; So-Yeong Sohn; Yun-Ji Lee; Du-Seong Chang; Yu-Jung Heo; Eun-Sol Kim (CoRR, 2024)

Evaluating Visual and Cultural Interpretation: The K-Viscuit Benchmark with Human-VLM Collaboration. - ChaeHun Park; Yujin Baek; Jaeseok Kim; Yu-Jung Heo; Du-Seong Chang; Jaegul Choo (ACL (1), 2025)