Smart Monitoring of Manufacturing Systems for Automated Decision-Making: A Multi-Method Framework. - Chen-Yang Cheng; Pourya Pourhejazy; Chia-Yu Hung; Chumpol Yuangyai (Sensors, 2021)

Interpretable Sock Puppet Attribution. - Chun-Wei Seah; Chia-Yu Hung; Yujia Hu; Hai Leong Chieu; Roy Ka-Wei Lee (IEEE Big Data, 2023)

Who Wrote it and Why? Prompting Large-Language Models for Authorship Verification. - Chia-Yu Hung; Zhiqiang Hu; Yujia Hu; Roy Ka-Wei Lee (EMNLP (Findings), 2023)

Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization. - Navonil Majumder; Chia-Yu Hung; Deepanway Ghosal; Wei-Ning Hsu; Rada Mihalcea; Soujanya Poria (ACM Multimedia, 2024)

Contrastive Disentanglement for Authorship Attribution. - Zhiqiang Hu; Thao Thanh Nguyen; Yujia Hu; Chia-Yu Hung; Ming Shan Hee; Chun-Wei Seah; Roy Ka-Wei Lee (WWW (Companion Volume), 2024)

Reward Steering with Evolutionary Heuristics for Decoding-time Alignment. - Chia-Yu Hung; Navonil Majumder; Ambuj Mehrish; Soujanya Poria (CoRR, 2024)

TangoFlux: Super Fast and Faithful Text to Audio Generation with Flow Matching and Clap-Ranked Preference Optimization. - Chia-Yu Hung; Navonil Majumder; Zhifeng Kong; Ambuj Mehrish; Rafael Valle; Bryan Catanzaro; Soujanya Poria (CoRR, 2024)

Reward-Guided Tree Search for Inference Time Alignment of Large Language Models. - Chia-Yu Hung; Navonil Majumder; Ambuj Mehrish; Soujanya Poria (NAACL (Long Papers), 2025)

Analysis of CEO career patterns using machine learning: taking US university graduates as an example. - Chia-Yu Hung; Eddie Jeng; Li Chen Cheng (Data Technol. Appl., 2025)

NORA: A Small Open-Sourced Generalist Vision Language Action Model for Embodied Tasks. - Chia-Yu Hung; Qi Sun; Pengfei Hong; Amir Zadeh 001; Chuan Li; U-Xuan Tan; Navonil Majumder; Soujanya Poria (CoRR, 2025)

JAM: A Tiny Flow-based Song Generator with Fine-grained Controllability and Aesthetic Alignment. - Renhang Liu; Chia-Yu Hung; Navonil Majumder; Taylor Gautreaux; Amir Ali Bagherzadeh; Chuan Li; Dorien Herremans; Soujanya Poria (CoRR, 2025)