| 2025 | ICLR | From Sparse Dependence to Sparse Attention: Unveiling How Chain-of-Thought Enhances Transformer Sample Efficiency. | Kaiyue Wen, Huaqing Zhang, Hongzhou Lin, Jingzhao Zhang |
| 2025 | ICML | Task Generalization with Autoregressive Compositional Structure: Can Learning from D Tasks Generalize to DT Tasks? | Amirhesam Abedsoltan, Huaqing Zhang, Kaiyue Wen, Hongzhou Lin, Jingzhao Zhang, Mikhail Belkin |
| 2022 | GLOBECOM | Energy Efficient Federated Learning over Cooperative Relay-Assisted Wireless Networks. | Xinyue Zhang, Rui Chen, Jingyi Wang, Huaqing Zhang, Miao Pan |
| 2017 | GLOBECOM | Large-Scale Fog Computing Optimization Using Equilibrium Problem with Equilibrium Constraints. | Neetu Raveendran, Huaqing Zhang, Zijie Zheng, Lingyang Song, Zhu Han |
| 2017 | GLOBECOM | An EPEC Analysis for Power Allocation in LTE-V Networks. | Huaqing Zhang, Xiao Tang, Reginald Banez, Pinyi Ren, Lingyang Song, Zhu Han |
| 2017 | ICONIP | Feature Selection Using Smooth Gradient L | Hongmin Gao, Yichen Yang, Bingyin Zhang, Long Li, Huaqing Zhang, Shujun Wu |
| 2017 | ICONIP | An Efficient Algorithm for Complex-Valued Neural Networks Through Training Input Weights. | Qin Liu, Zhaoyang Sang, Hua Chen, Jian Wang, Huaqing Zhang |
| 2017 | VTC | Stacked LSTM Deep Learning Model for Traffic Prediction in Vehicle-to-Vehicle Communication. | Xunsheng Du, Huaqing Zhang, Hien Van Nguyen, Zhu Han |
| 2016 | GLOBECOM | A Zero-Determinant Approach for Power Control of Multiple Wireless Operators in LTE Unlicensed. | Huaqing Zhang, Xianfu Chen, Zhu Han |
| 2016 | GLOBECOM | A Hierarchical Game Approach for Visible Light Communication and D2D Heterogeneous Network. | Huaqing Zhang, Wenbo Ding, Jian Song, Zhu Han |
| 2015 | GLOBECOM | A Hierarchical Game Approach for Multi-Operator Spectrum Sharing in LTE Unlicensed. | Huaqing Zhang, Yong Xiao, Lin X. Cai, Dusit Niyato, Lingyang Song, Zhu Han |
| 2015 | WCNC | Equilibrium analysis for zero-determinant strategy in resource management of wireless network. | Huaqing Zhang, Dusit Niyato, Lingyang Song, Tao Jiang, Zhu Han |
| 2014 | GLOBECOM | Multi-leader multi-follower stackelberg game among Wi-Fi, small cell and macrocell networks. | Huaqing Zhang, Mehdi Bennis, Luiz A. DaSilva, Zhu Han |
| 2014 | GLOBECOM | Zero-determinant strategy in cheating management of wireless cooperation. | Huaqing Zhang, Dusit Niyato, Lingyang Song, Tao Jiang, Zhu Han |