Chia-Yu Hung

16 papers A* 2B 1Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2026 A* conf
10 Open Challenges Steering the Future of Vision-Language-Action Models.
AAAI
Soujanya Poria, Navonil Majumder, Chia-Yu Hung, Amir Ali Bagherzadeh, Chuan Li, Kenneth Kwok, Ziwei Wang, Cheston Tan, Jiajun Wu, David Hsu
2025 J jnl
10 Open Challenges Steering the Future of Vision-Language-Action Models.
CoRR
Soujanya Poria, Navonil Majumder, Chia-Yu Hung, Amir Ali Bagherzadeh, Chuan Li, Kenneth Kwok, Ziwei Wang, Cheston Tan, Jiajun Wu, David Hsu
2025 J jnl
Analysis of CEO career patterns using machine learning: taking US university graduates as an example.
Data Technol. Appl.
Chia-Yu Hung, Eddie Jeng, Li-Chen Cheng
2025 J jnl
JAM: A Tiny Flow-based Song Generator with Fine-grained Controllability and Aesthetic Alignment.
CoRR
Renhang Liu, Chia-Yu Hung, Navonil Majumder, Taylor Gautreaux, Amir Ali Bagherzadeh, Chuan Li, Dorien Herremans, Soujanya Poria
2025 J jnl
NORA-1.5: A Vision-Language-Action Model Trained using World Model- and Action-based Preference Rewards.
CoRR
Chia-Yu Hung, Navonil Majumder, Haoyuan Deng, Liu Renhang, Yankang Ang, Amir Zadeh, Chuan Li, Dorien Herremans, Ziwei Wang, Soujanya Poria
2025 J jnl
NORA: A Small Open-Sourced Generalist Vision Language Action Model for Embodied Tasks.
CoRR
Chia-Yu Hung, Qi Sun, Pengfei Hong, Amir Zadeh, Chuan Li, U-Xuan Tan, Navonil Majumder, Soujanya Poria
2025 — conf
Reward-Guided Tree Search for Inference Time Alignment of Large Language Models.
NAACL (Long Papers)
Chia-Yu Hung, Navonil Majumder, Ambuj Mehrish, Soujanya Poria
2024 — conf
Contrastive Disentanglement for Authorship Attribution.
WWW (Companion Volume)
Zhiqiang Hu, Thao Thanh Nguyen, Yujia Hu, Chia-Yu Hung, Ming Shan Hee, Chun-Wei Seah, Roy Ka-Wei Lee
2024 J jnl
Reward Steering with Evolutionary Heuristics for Decoding-time Alignment.
CoRR
Chia-Yu Hung, Navonil Majumder, Ambuj Mehrish, Soujanya Poria
2024 A* conf
Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization.
ACM Multimedia
Navonil Majumder, Chia-Yu Hung, Deepanway Ghosal, Wei-Ning Hsu, Rada Mihalcea, Soujanya Poria
2024 J jnl
Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization.
CoRR
Navonil Majumder, Chia-Yu Hung, Deepanway Ghosal, Wei-Ning Hsu, Rada Mihalcea, Soujanya Poria
2024 J jnl
TangoFlux: Super Fast and Faithful Text to Audio Generation with Flow Matching and Clap-Ranked Preference Optimization.
CoRR
Chia-Yu Hung, Navonil Majumder, Zhifeng Kong, Ambuj Mehrish, Rafael Valle, Bryan Catanzaro, Soujanya Poria
2023 B conf
Interpretable Sock Puppet Attribution.
IEEE Big Data
Chun-Wei Seah, Chia-Yu Hung, Yujia Hu, Hai Leong Chieu, Roy Ka-Wei Lee
2023 — conf
Who Wrote it and Why? Prompting Large-Language Models for Authorship Verification.
EMNLP (Findings)
Chia-Yu Hung, Zhiqiang Hu, Yujia Hu, Roy Ka-Wei Lee
2023 J jnl
Who Wrote it and Why? Prompting Large-Language Models for Authorship Verification.
CoRR
Chia-Yu Hung, Zhiqiang Hu, Yujia Hu, Roy Ka-Wei Lee
2021 J jnl
Smart Monitoring of Manufacturing Systems for Automated Decision-Making: A Multi-Method Framework.
Sensors
Chen-Yang Cheng, Pourya Pourhejazy, Chia-Yu Hung, Chumpol Yuangyai