Hua Yu

Postdoc, Nanyang Technological University

Joined

March 2023

Names

Hua Yu (Preferred)

Emails

****@mail.dlut.edu.cn (Confirmed)

****@gmail.com (Confirmed)

****@e.ntu.edu.sg (Confirmed)

****@163.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Postdoc

Nanyang Technological University (ntu.edu.sg)

2024 – Present

PhD student

Dalian University of Technology (dlut.edu.cn)

2020 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Qiang Zhang

Present

PhD Advisor

Yaqing Hou

Present

Postdoc Advisor

Yew-Soon Ong

Present

Expertise

human-robot interactions

Present

human motion generation

Present

diffusion models

Present

Publications

Synergizing Dynamic Score Aggregation with Contrastive Regularization for Open-Set Semi-Supervised Out-of-Distribution Detection
Yang Xiao, Weiming Liu, Jun Dan, Tengyue Xu, Fan Wang, Hua Yu, Junhao Dong, Jiao Liu, Shunjie Dong, Lianyong Qi
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
MUOT-CLIP: Enhancing Few-Shot Adaptation of CLIP via Inter- and Intra- Modality Unbalanced Optimal Transport
Yang Xiao, Jiale Chen, Weiming Liu, Fan Wang, Xiuyuan Wang, Hua Yu, Junhao Dong, Shunjie Dong, Lianyong Qi
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Solving Discrete (Semi) Unbalanced Optimal Transport with Equivalent Transformation Mechanism and KKT-Multiplier Regularization
Weiming Liu, Xinting Liao, Jun Dan, Fan Wang, Hua Yu, Junhao Dong, Shunjie Dong, Lianyong Qi, Yew-Soon Ong
- NeurIPS 2025 poster
- Readers: Everyone
Unified (Semi) Unbalanced and Classic Optimal Transport with Equivalent Transformation Mechanism and KKT-Multiplier Regularization
Weiming Liu, Xinting Liao, Jun Dan, Fan Wang, Hua Yu, Junhao Dong, Shunjie Dong, Lianyong Qi, Yew-Soon Ong
- Submitted to ICML 2025
- Readers: Everyone
Novelty Unlocking with Multiobjective Generative Models: Batch Diversity of Human Motions
Hua Yu, Jiao Liu, Gui Xu, Melvin Wong, Yaqing Hou, Yew-Soon Ong, Qiang Zhang
- Submitted to ICLR 2025
- Readers: Everyone
TFGDA: Exploring Topology and Feature Alignment in Semi-supervised Graph Domain Adaptation through Robust Clustering
Jun Dan, Weiming Liu, Chunfeng Xie, Hua Yu, Shunjie Dong, Yanchao Tan
- NeurIPS 2024 poster
- Readers: Everyone
Towards Efficient and Diverse Generative Model for Unconditional Human Motion Synthesis
Hua Yu, Weiming Liu, Jiapeng Bai, Gui Xu, Yaqing Hou, Yew-Soon Ong, Qiang Zhang
- MM2024 Poster
- Readers: Everyone
Similar Locality Based Transfer Evolutionary Optimization for Minimalistic Attacks
Wenqiang Ma, Yaqing Hou, Hua Yu, Xiangrong Tong, Zexuan Zhu, Qiang Zhang
- CEC 2024
- Readers: Everyone
Toward Realistic 3D Human Motion Prediction With a Spatio-Temporal Cross- Transformer Approach
Hua Yu, Xuanzhe Fan, Yaqing Hou, Wenbin Pei, Hongwei Ge, Xin Yang, Dongsheng Zhou, Qiang Zhang, Mengjie Zhang
- IEEE Trans. Circuits Syst. Video Technol. 2023
- Readers: Everyone
Towards Efficient 3D Human Motion Prediction using Deformable Transformer-based Adversarial Network
Hua Yu, Xuanzhe Fan, Yaqing Hou, Yi Liu, Cai Kang, Dongsheng Zhou, Qiang Zhang
- ICRA 2022
- Readers: Everyone

View all 14 publications

Co-Authors

View all 41 co-authors