Jiaee Cheong

31 papers A* 2B 3Journal 18Unranked 8
YearRankTypeTitle / Venue / Authors
2026 — conf
Equitable Robotics for Wellbeing (Eq-RW).
HRI Companion
Jiaee Cheong, Fethiye Irmak Dogan, Alva Markelius, Emily S. Cross, Friederike Eyssel, Ginevra Castellano, Hatice Gunes
2026 J jnl
Investigating Associational Biases in Inter-Model Communication of Large Generative Models.
CoRR
Fethiye Irmak Dogan, Yuval Weiss, Kajal Patel, Jiaee Cheong, Hatice Gunes
2025 J jnl
Automatic Depression Assessment using Machine Learning: A Comprehensive Survey.
CoRR
Siyang Song, Yupeng Huo, Shiqing Tang, Jiaee Cheong, Rui Gao, Michel F. Valstar, Hatice Gunes
2025 B conf
Exploring Causality for HRI: A Case Study on Robotic Mental Well-being Coaching.
RO-MAN
Micol Spitale, Srikar Babu, Serhan Cakmak, Jiaee Cheong, Hatice Gunes
2025 J jnl
Exploring Causality for HRI: A Case Study on Robotic Mental Well-being Coaching.
CoRR
Micol Spitale, Srikar Babu, Serhan Cakmak, Jiaee Cheong, Hatice Gunes
2025 J jnl
FAIRWELL: Fair Multimodal Self-Supervised Learning for Wellbeing Prediction.
CoRR
Jiaee Cheong, Abtin Mogharabin, Paul Liang, Hatice Gunes, Sinan Kalkan
2025 J jnl
FG 2025 TrustFAA: the First Workshop on Towards Trustworthy Facial Affect Analysis: Advancing Insights of Fairness, Explainability, and Safety (TrustFAA).
CoRR
Jiaee Cheong, Yang Liu, Harold Soh, Hatice Gunes
2025 J jnl
FairGRPO: Fair Reinforcement Learning for Equitable Clinical Reasoning.
CoRR
Shiqi Dai, Wei Dai, Jiaee Cheong, Paul Pu Liang
2025 B conf
Gender Fairness of Machine Learning Algorithms for Pain Detection.
FG
Dylan Green, Yuting Shang, Jiaee Cheong, Yang Liu, Hatice Gunes
2025 J jnl
Gender Fairness of Machine Learning Algorithms for Pain Detection.
CoRR
Dylan Green, Yuting Shang, Jiaee Cheong, Yang Liu, Hatice Gunes
2025 J jnl
Human Behavior Atlas: Benchmarking Unified Psychological and Social Behavior Understanding.
CoRR
Keane Ong, Wei Dai, Carol Li, Dewei Feng, Hengzhi Li, Jingyao Wu, Jiaee Cheong, Rui Mao, Gianmarco Mengaldo, Erik Cambria, Paul Pu Liang
2025 — conf
Machine Learning Fairness for Depression Detection Using EEG Data.
ISBI
Angus Man Ho Kwok, Jiaee Cheong, Sinan Kalkan, Hatice Gunes
2025 J jnl
Machine Learning Fairness for Depression Detection using EEG Data.
CoRR
Angus Man Ho Kwok, Jiaee Cheong, Sinan Kalkan, Hatice Gunes
2025 J jnl
MindBenchAI: An Actionable Platform to Evaluate the Profile and Performance of Large Language Models in a Mental Healthcare Context.
CoRR
Bridget Dwyer, Matthew Flathers, Akane Sano, Allison Dempsey, Andrea Cipriani, Asim H. Gazi, Carla Gorban, Carolyn I. Rodriguez, Charles Stromeyer IV, Darlene King, Eden Rozenblit, Gillian Strudwick, Jake Linardon, Jiaee Cheong, Joseph Firth, Julian Herpertz, Julian Schwarz, Margaret R. Emerson, Martin P. Paulus, Michelle Patriquin, Yining Hua, Soumya Choudhary, Steven Siddals, Laura Ospina Pinillos, Jason Bantjes, Steven Scheuller, Xuhai Xu, Ken Duckworth, Daniel H. Gillison, Michael Wood, John B. Torous
2025 J jnl
U-Fair: Uncertainty-based Multimodal Multitask Learning for Fairer Depression Detection.
CoRR
Jiaee Cheong, Aditya Bangar, Sinan Kalkan, Hatice Gunes
2025 J jnl
Who Owns The Robot?: Four Ethical and Socio-technical Questions about Wellbeing Robots in the Real World through Community Engagement.
CoRR
Minja Axelsson, Jiaee Cheong, Rune Nyrup, Hatice Gunes
2024 — conf
Causal-HRI: Causal Learning for Human-Robot Interaction.
HRI (Companion)
Jiaee Cheong, Nikhil Churamani, Luke Guerdan, Tabitha Edith Lee, Zhao Han, Hatice Gunes
2024 A* conf
FairReFuse: Referee-Guided Fusion for Multi-Modal Causal Fairness in Depression Detection.
IJCAI
Jiaee Cheong, Sinan Kalkan, Hatice Gunes
2024 — conf
Multimodal Gender Fairness in Depression Prediction: Insights on Data from the USA & China.
ACII (Workshops and Demos)
Joseph Cameron, Jiaee Cheong, Micol Spitale, Hatice Gunes
2024 J jnl
Multimodal Gender Fairness in Depression Prediction: Insights on Data from the USA & China.
CoRR
Joseph Cameron, Jiaee Cheong, Micol Spitale, Hatice Gunes
2024 J jnl
Small but Fair! Fairness for Multimodal Human-Human and Robot-Human Mental Wellbeing Coaching.
CoRR
Jiaee Cheong, Micol Spitale, Hatice Gunes
2024 — conf
U-Fair: Uncertainty-based Multimodal Multitask Learning for Fairer Depression Detection.
ML4H@NeurIPS
Jiaee Cheong, Aditya Bangar, Sinan Kalkan, Hatice Gunes
2024 J jnl
Uncertainty as a Fairness Measure.
J. Artif. Intell. Res.
Selim Kuzucu, Jiaee Cheong, Hatice Gunes, Sinan Kalkan
2024 J jnl
Underneath the Numbers: Quantitative and Qualitative Gender Fairness in LLMs for Depression Prediction.
CoRR
Micol Spitale, Jiaee Cheong, Hatice Gunes
2023 B conf
"It's not Fair!" - Fairness for a Small Dataset of Multi-modal Dyadic Mental Well-being Coaching.
ACII
Jiaee Cheong, Micol Spitale, Hatice Gunes
2023 — conf
Causal Structure Learning of Bias for Fair Affect Recognition.
WACV (Workshops)
Jiaee Cheong, Sinan Kalkan, Hatice Gunes
2023 — conf
Towards Causal Replay for Knowledge Rehearsal in Continual Learning.
AAAI Bridge Program
Nikhil Churamani, Jiaee Cheong, Sinan Kalkan, Hatice Gunes
2023 A* conf
Towards Gender Fairness for Mental Health Prediction.
IJCAI
Jiaee Cheong, Selim Kuzucu, Sinan Kalkan, Hatice Gunes
2023 J jnl
Uncertainty-based Fairness Measures.
CoRR
Selim Kuzucu, Jiaee Cheong, Hatice Gunes, Sinan Kalkan
2022 — conf
Counterfactual Fairness for Facial Expression Recognition.
ECCV Workshops (5)
Jiaee Cheong, Sinan Kalkan, Hatice Gunes
2021 J jnl
The Hitchhiker's Guide to Bias and Fairness in Facial Affective Signal Processing: Overview and techniques.
IEEE Signal Process. Mag.
Jiaee Cheong, Sinan Kalkan, Hatice Gunes