| Hypergraph Attention Networks for Multimodal Learning ES Kim, WY Kang, KW On, YJ Heo, BT Zhang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 107 | 2020 |
| Dramaqa: Character-centered video story understanding with hierarchical qa S Choi, KW On, YJ Heo, A Seo, Y Jang, M Lee, BT Zhang Proceedings of the AAAI Conference on Artificial Intelligence 35 (2), 1166-1174, 2021 | 64 | 2021 |
| Answerer in Questioner's Mind: Information Theoretic Approach to Goal-Oriented Visual Dialog SW Lee, YJ Heo, BT Zhang Advances in Neural Information Processing Systems, 2579-2589, 2018 | 60* | 2018 |
| Hypergraph Transformer: Weakly-Supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering YJ Heo, ES Kim, WS Choi, BT Zhang Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022 | 42 | 2022 |
| Temporal attention mechanism with conditional inference for large-scale multi-label video classification ES Kim, KW On, J Kim, YJ Heo, SH Choi, HD Lee, BT Zhang Proceedings of the European Conference on Computer Vision (ECCV) Workshops, 0-0, 2018 | 26 | 2018 |
| Pororobot: A deep learning robot that plays video Q&A games KM Kim, CJ Nan, JW Ha, YJ Heo, BT Zhang AAAI 2015 Fall Symposium on AI for Human-Robot Interaction (AI-HRI 2015), 2015 | 24 | 2015 |
| Scene graph parsing via Abstract Meaning Representation in pre-trained language models WS Choi, YJ Heo, D Punithan, BT Zhang Proceedings of the 2nd Workshop on Deep Learning on Graphs for Natural …, 2022 | 8 | 2022 |
| Constructing Hierarchical Q&A Datasets for Video Story Understanding YJ Heo, KW On, S Choi, J Lim, J Kim, JK Ryu, BC Bae, BT Zhang AAAI Spring Symposium on Story-Enabled Intelligence, 2019 | 8 | 2019 |
| Cut-Based Graph Learning Networks to Discover Compositional Structure of Sequential Video Data KW On, ES Kim, YJ Heo, BT Zhang Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 5315-5322, 2020 | 6 | 2020 |
| Criteria for Human-Compatible AI in Two-Player Vision-Language Tasks. C Han, SW Lee, YJ Heo, WY Kang, J Jun, BT Zhang Proceedings of the Linguistic and Cognitive Approaches To Dialog Agents …, 2017 | 4 | 2017 |
| SGRAM: Improving Scene Graph Parsing via Abstract Meaning Representation WS Choi, YJ Heo, BT Zhang arXiv preprint arXiv:2210.08675, 2022 | 3 | 2022 |
| CogME: A Novel Evaluation Metric for Video Understanding Intelligence M Shin, J Kim, S Choi, YJ Heo, D Kim, M Lee, BT Zhang, JK Ryu arXiv preprint arXiv:2107.09847, 2021 | 3 | 2021 |
| Bi-mdrg: Bridging image history in multimodal dialogue response generation HS Yoon, E Yoon, JTJ Tee, K Zhang, YJ Heo, DS Chang, CD Yoo European Conference on Computer Vision, 378-396, 2025 | 2 | 2025 |
| Evaluating Visual and Cultural Interpretation: The K-Viscuit Benchmark with Human-VLM Collaboration Y Baek, CH Park, J Kim, YJ Heo, DS Chang, J Choo arXiv preprint arXiv:2406.16469, 2024 | 2 | 2024 |
| Video Turing Test: A first step towards human‐level AI M Lee, YJ Heo, S Choi, WS Choi, BT Zhang AI Magazine 44 (4), 537-554, 2023 | 2 | 2023 |
| Toward a Human-Level Video Understanding Intelligence YJ Heo, M Lee, S Choi, WS Choi, M Shin, M Jung, JK Ryu, BT Zhang AAAI Fall Symposium on Artificial Intelligence for Human-Robot Interaction, 2021 | 2 | 2021 |
| Toward general scene graph: Integration of visual semantic knowledge with entity synset alignment WS Choi, KW On, YJ Heo, BT Zhang Proceedings of the First Workshop on Advances in Language and Vision …, 2020 | 2 | 2020 |
| Regional projection histogram matching and linear regression based video stabilization for a moving vehicle YJ Heo, MK Choi, HG Lee, SC Lee Journal of Broadcast Engineering 19 (6), 798-809, 2014 | 2 | 2014 |
| Structure-Aware Multimodal Sequential Learning for Visual Dialog YJ Kim, MJ Kim, K An, J Ahn, J Kim, YJ Heo, DS Chang, ES Kim Proceedings of the AAAI Conference on Artificial Intelligence 38 (12), 13193 …, 2024 | 1 | 2024 |
| Reasoning method based on structural attention mechanism for knowledge-based question answering and computing apparatus for performing the same B Zhang, Y Heo, E Kim, WS Choi US Patent App. 18/083,069, 2024 | 1 | 2024 |
Byoung-Tak ZhangProfessor of Computer Science, Cognitive Science, and Brain Science, Seoul National UniversityAdresse e-mail validée de bi.snu.ac.kr
