| 2025 | ICLR | Offline Model-Based Optimization by Learning to Rank. | Rong-Xi Tan, Ke Xue, Shen-Huan Lyu, Haopu Shang, Yao Wang, Yaoyuan Wang, Sheng Fu, Chao Qian |
| 2025 | IWQoS | Multi-Range Query in Commodity RFID Systems. | Yanyan Wang, Jia Liu, Zhihao Qu, Shen-Huan Lyu, Bin Tang, Baoliu Ye |
| 2024 | ECAI | The Role of Depth, Width, and Tree Size in Expressiveness of Deep Forest. | Shen-Huan Lyu, Jin-Hui Wu, Qin-Cheng Zheng, Baoliu Ye |
| 2024 | ECAI | Mask-Encoded Sparsification: Mitigating Biased Gradients in Communication-Efficient Split Learning. | Wenxuan Zhou, Zhihao Qu, Shen-Huan Lyu, Miao Cai, Baoliu Ye |
| 2024 | ICML | Confidence-aware Contrastive Learning for Selective Classification. | Yu-Chang Wu, Shen-Huan Lyu, Haopu Shang, Xiangyu Wang, Chao Qian |
| 2024 | IWQoS | Identifying Key Tag Distribution in Large-Scale RFID Systems. | Yanyan Wang, Jia Liu, Shen-Huan Lyu, Zhihao Qu, Bin Tang, Baoliu Ye |
| 2024 | PRICAI | Personalized Federated Learning with Feature Alignment via Knowledge Distillation. | Guangfei Qi, Zhihao Qu, Shen-Huan Lyu, Ninghui Jia, Baoliu Ye |
| 2023 | AISTATS | On the Consistency Rate of Decision Tree Learning Algorithms. | Qin-Cheng Zheng, Shen-Huan Lyu, Shao-Qun Zhang, Yuan Jiang, Zhi-Hua Zhou |
| 2021 | ICDM | Improving Deep Forest by Exploiting High-order Interactions. | Yi-He Chen, Shen-Huan Lyu, Yuan Jiang |