Yaqing Hou

Associate Professor, Dalian University of Technology

Joined

July 2019

Names

Yaqing Hou

Emails

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

Personal Links

Career & Education History

Associate Professor

Dalian University of Technology (dlut.edu.cn)

2021 – Present

PhD student

scse, Nanyang Technological University (ntu.edu.sg)

2013 – 2017

Advisors, Relations & Conflicts

PhD Advisor

Yew-Soon Ong

Present

Expertise

Intelligent computing

Present

Transfer & Multitask Optimization

Present

Publications

LLM-OAP: LLM-based Data Augmentation Framework for Enhancing Order Acceptance Prediction in Mobility-on-Demand Systems
Boshen Pan, Jie Gao, Yaoxin Wu, Yaqing Hou
- Submitted to ICLR 2026
- Readers: Everyone
UniteFormer: Unifying Node and Edge Modalities in Transformers for Vehicle Routing Problems
Dian Meng, Zhiguang Cao, Jie Gao, Yaoxin Wu, Yaqing Hou
- NeurIPS 2025 spotlight
- Readers: Everyone
MTRec: Learning to Align with User Preferences via Mental Reward Models
Mengchen Zhao, Yifan Gao, Yaqing Hou, Xiangyang Li, Pengjie Gu, Zhenhua Dong, Ruiming Tang, Yi Cai
- NeurIPS 2025 poster
- Readers: Everyone
Temporal prediction model with context-aware data augmentation for robust visual reinforcement learning
Xinkai Yue, Hongwei Ge, Xin He, Yaqing Hou
- Neural Comput. Appl. 2024
- 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
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
A Multiagent Cooperative Learning System With Evolution of Social Roles
Yaqing Hou, Mingyang Sun, Yifeng Zeng, Yew-Soon Ong, Yaochu Jin, Hongwei Ge, Qiang Zhang
- IEEE Trans. Evol. Comput. 2024
- Readers: Everyone
MSTP-Net: Multiscale Spatio-Temporal Parallel Networks for Human Motion Prediction
Lujing Chen, Rui Liu, Wei Zhang, Yaqing Hou, Qiang Zhang, Dongsheng Zhou
- IEEE Trans. Consumer Electron. 2024
- Readers: Everyone
Budgeted Sequence Submodular Maximization With Uniform and Non-Uniform Costs
Xuefeng Chen, Liang Feng, Xin Cao, Yifeng Zeng, Yaqing Hou, Zhi Zhang
- IEEE Trans. Emerg. Top. Comput. Intell. 2024
- Readers: Everyone
DivDiff: A Conditional Diffusion Model for Diverse Human Motion Prediction
Hua Yu, Yaqing Hou, Wenbin Pei, Qiang Zhang
- CoRR 2024
- Readers: Everyone

View all 85 publications

Co-Authors

View all 168 co-authors