| 2025 | AAAI | Modeling All Response Surfaces in One for Conditional Search Spaces. | Jiaxing Li, Wei Liu, Chao Xue, Yibing Zhan, Xiaoxing Wang, Weifeng Liu, Dacheng Tao |
| 2025 | ACL | QAEncoder: Towards Aligned Representation Learning in Question Answering Systems. | Zhengren Wang, Qinhan Yu, Shida Wei, Zhiyu Li, Feiyu Xiong, Xiaoxing Wang, Simin Niu, Hao Liang, Wentao Zhang |
| 2025 | CVPR | Towards Consistent Multi-Task Learning: Unlocking the Potential of Task-Specific Parameters. | Xiaohan Qin, Xiaoxing Wang, Junchi Yan |
| 2025 | CVPR | Revisiting Fairness in Multitask Learning: A Performance-Driven Approach for Variance Reduction. | Xiaohan Qin, Xiaoxing Wang, Junchi Yan |
| 2025 | KDD | Reinvent the Operation not the Architecture: Quantum-inspired High-order Product for Compatible and Improved LLMs Training. | Hao Xiong, Yebin Yang, Huaijin Wu, Xiaoqiu Zhong, Yehui Tang, Zhuo Xia, Xiaoxing Wang, Junchi Yan |
| 2024 | CVPR | Boosting Order-Preserving and Transferability for Neural Architecture Search: A Joint Architecture Refined Search and Fine-Tuning Approach. | Beichen Zhang, Xiaoxing Wang, Xiaohan Qin, Junchi Yan |
| 2023 | ICASSP | Ternary Weight Networks. | Bin Liu, Fengfu Li, Xiaoxing Wang, Bo Zhang, Junchi Yan |
| 2023 | ICCV | ROME: Robustifying Memory-Efficient NAS via Topology Disentanglement and Gradient Accumulation. | Xiaoxing Wang, Xiangxiang Chu, Yuda Fan, Zhexi Zhang, Bo Zhang, Xiaokang Yang, Junchi Yan |
| 2022 | ECCV | EAutoDet: Efficient Architecture Search for Object Detection. | Xiaoxing Wang, Jiale Lin, Juanping Zhao, Xiaokang Yang, Junchi Yan |
| 2022 | ECCV | A Max-Flow Based Approach for Neural Architecture Search. | Chao Xue, Xiaoxing Wang, Junchi Yan, Chun-Guang Li |
| 2021 | AAAI | Rethinking Bi-Level Optimization in Neural Architecture Search: A Gibbs Sampling Perspective. | Chao Xue, Xiaoxing Wang, Junchi Yan, Yonggang Hu, Xiaokang Yang, Kewei Sun |
| 2021 | ICLR | DARTS-: Robustly Stepping out of Performance Collapse Without Indicators. | Xiangxiang Chu, Xiaoxing Wang, Bo Zhang, Shun Lu, Xiaolin Wei, Junchi Yan |
| 2020 | IJCAI | MergeNAS: Merge Operations into One for Differentiable Architecture Search. | Xiaoxing Wang, Chao Xue, Junchi Yan, Xiaokang Yang, Yonggang Hu, Kewei Sun |