Object-Grounded Text Priors for Saliency Ranking Detection

• Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2027

• Zaima Zarnaz, Zyad Abd-Elrahman, Md Abdullah Al Mazid, Sungeun Hong, Seungbae Kim

• Multimodal Learning

Graph4BiLO: Graph Neural Network Approximation for Bilevel Mixed-Integer Linear Optimization

• Proceedings of the IEEE International Conference on Big Data (BigData), 2026

• Jessica D. Elrefaei, Kaixun Hua, Seungbae Kim, Hoang Nam Tran, Juan S. Borrero

• Graph Learning

ReTabSyn: Realistic Tabular Data Synthesis via Reinforcement Learning

• Proceedings of the 43rd International Conference on Machine Learning (ICML), 2026 📄 🗂️

• Xiaofeng Lin, Seungbae Kim, Zhuoya Li, Zachary DeSoto, Charles Fleming, Guang Cheng

• AI + Healthcare (Data Synthesis) Project

Predicting Obstetric and Non-obstetric Diagnoses Co-occurrences during Pregnancy

• Proceedings of the International Conference on Bioinformatics and Computational Biology (BICOB), 2026 📄

• Akash Singh, Samuel Infante, Seungbae Kim, Anowarul Kabir

• AI + Healthcare (Data Synthesis) Project

The Algorithmic Public Sphere: AI-Generated News Site as a Conduit to Social Capital

• Human-Machine Communication, 2025 📄

• Seungahn Nah, Xinlei Wu, Ernest C Makata, Jun Luo, Ian Koratsky, David J Park, Seungbae Kim

• AI + Journalism Project

Revisiting citizen journalism scholarship in the Web Era (1994-2023): Past, present, and prospect

• Journalism, 2025 📄

• Seungahn Nah, Jun Luo, Gülşah Akçakır, Xinlei Wu, Gwiwon Nam, Seungbae Kim

• AI + Journalism Project

Gesture-Aware Zero-Shot Speech Recognition for Patients with Language Disorders

• Proceedings of the AAAI 2025 Workshop on Large Language Models and Generative AI for Health (GenAI4Health), 2025 📄

• Seungbae Kim, Daeun Lee, Brielle Stark, Jinyoung Han

• AI + Communication Disorders Project

Hique: Hierarchical question embedding network for multimodal depression detection

• Proceedings of the 33rd ACM International Conference on Information and Knowledge Management (CIKM), 2024 📄 🗂️

• Juho Jung, Chaewon Kang, Jeewoo Yoon, Seungbae Kim, Jinyoung Han

• AI + Mental Health Project

Detecting bipolar disorder from misdiagnosed major depressive disorder with mood-aware multi-task learning

• Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2024 📄 🗂️

• Daeun Lee, Hyolim Jeon, Sejung Son, Chaewon Park, Ji Hyun An, Seungbae Kim, Jinyoung Han

• AI + Mental Health Project

A Dual-Prompting for Interpretable Mental Health Language Models

• Proceedings of the 9th Workshop on Computational Linguistics and Clinical Psychology (CLPsych), 2024 📄

• Hyolim Jeon, Dongje Yoo, Daeun Lee, Sejung Son, Seungbae Kim, Jinyoung Han

• AI + Mental Health Project

The Interspeech 2024 TAUKADIAL Challenge: Multilingual Mild Cognitive Impairment Detection with Multimodal Approach

• Proceedings of Interspeech, 2024 📄

• Benjamin Barrera-Altuna, Daeun Lee, Zaima Zarnaz, Jinyoung Han, Seungbae Kim

• AI + Communication Disorders Project

Rethinking artificial intelligence: algorithmic bias and ethical issues| algorithmic bias or algorithmic reconstruction? A comparative analysis between AI news and human news

• International Journal of Communication, 2023 📄

• Seungahn Nah, Jun Luo, Seungbae Kim, Mo Chen, Renee Mitson, Jungseock Joo

• AI + Journalism Project

Learning Co-Speech Gesture for Multimodal Aphasia Type Detection

• Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023 📄 🗂️

• Daeun Lee, Sejung Son, Hyolim Jeon, Seungbae Kim, Jinyoung Han

• AI + Communication Disorders Project

Towards suicide prevention from bipolar disorder with temporal symptom-aware multitask learning

• Proceedings of the 29th ACM SIGKDD conference on knowledge discovery and data mining (KDD), 2023 📄 🗂️

• Daeun Lee, Sejung Son, Hyolim Jeon, Seungbae Kim, Jinyoung Han

• AI + Mental Health Project

InfluencerRank: Discovering effective influencers via graph convolutional attentive recurrent neural networks

• Proceedings of the International AAAI Conference on Web and Social Media (ICWSM), 2023 📄 🗂️

• Seungbae Kim, Jyun-Yu Jiang, Jinyoung Han, Wei Wang

• AI + Social Media Project

Fairgrape: Fairness-aware gradient pruning method for face attribute classification

• Proceedings of theEuropean Conference on Computer Vision (ECCV), 2022 📄

• Xiaofeng Lin, Seungbae Kim, Jungseock Joo

• AI Fairness

D-vlog: Multimodal vlog dataset for depression detection

• Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2022 📄 🗂️

• Jeewoo Yoon, Chaewon Kang, Seungbae Kim, Jinyoung Han

• AI + Mental Health Project

Explaining deep convolutional neural networks via latent visual-semantic filter attention

• Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022 📄 🗂️

• Yu Yang, Seungbae Kim, Jungseock Joo

• AI Explainability (XAI)

Evaluating audience loyalty and authenticity in influencer marketing via multi-task multi-relational learning

• Proceedings of the International AAAI Conference on Web and Social Media (ICWSM), 2022 📄 🗂️

• Seungbae Kim, Xiusi Chen, Jyun-Yu Jiang, Jinyoung Han, Wei Wang

• AI + Social Media Project

Discovering undisclosed paid partnership on social media via aspect-attentive sponsored post learning

• Proceedings of the 14th ACM International Conference on Web Search and Data Mining (WSDM), 2021 📄 🗂️

• Seungbae Kim, Jyun-Yu Jiang, Wei Wang

• AI + Social Media Project

Detecting engagement bots on social influencer marketing

• International Conference on Social Informatics, 2020 📄 🗂️

• Seungbae Kim, Jinyoung Han

• AI + Social Media Project

Multimodal post attentive profiling for influencer marketing

• Proceedings of The Web Conference (WWW), 2020 📄 🗂️

• Seungbae Kim, Jyun-Yu Jiang, Masaki Nakada, Jinyoung Han, Wei Wang

• AI + Social Media Project

How do influencers mention brands in social media? sponsorship prediction of Instagram posts

• Proceedings of the 2019 IEEE/ACM international conference on advances in social networks analysis and mining, 2019 📄 

• Xiao Yang, Seungbae Kim, Yizhou Sun

• AI + Social Media Project

How Are Social Influencers Connected in Instagram?

• International Conference on Social Informatics, 2017 📄 

• Seungbae Kim, Jinyoung Han, Seunghyun Yoo, Mario Gerla

• AI + Social Media Project