| 2025 | CEC | Improved Competitive Swarm Optimizer with Linear Population Reduction for Large-scale Optimization. | Rui Zhong, Jun Yu, Xingbang Du, Enzhi Zhang, Abdelazim G. Hussien |
| 2025 | ICLR | NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation. | Zhiyuan Liu, Yanchen Luo, Han Huang, Enzhi Zhang, Sihang Li, Junfeng Fang, Yaorui Shi, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua |
| 2025 | SMC | CWTLNet: Ultra-Short-Term Cryptocurrency Forecasting with Wavelet-Enhanced Deep Architecture. | Xingbang Du, Yang Cao, Enzhi Zhang, Rui Zhong, Masaharu Munetomo |
| 2025 | SMC | SAM2v-BTR: Accelerating SAM 2 Training for 3D Medical Image Segmentation Through Bootstrap and Memory Annealing. | Enzhi Zhang, Junichiro Iwasawa, Keita Oda, Yuta Tokuoka |
| 2024 | ACL | ReactXT: Understanding Molecular "Reaction-ship" via Reaction-Contextualized Molecule-Text Pretraining. | Zhiyuan Liu, Yaorui Shi, An Zhang, Sihang Li, Enzhi Zhang, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua |
| 2024 | ACL | ProtT3: Protein-to-Text Generation for Text-based Protein Understanding. | Zhiyuan Liu, An Zhang, Hao Fei, Enzhi Zhang, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua |
| 2024 | IJCNN | Validation Loss Landscape Exploration with Deep Q-Learning. | Enzhi Zhang, Rui Zhong, Masaharu Munetomo, Mohamed Wahib |
| 2024 | ICTAI | Unnecessary Budget Reduction in Federated Active Learning. | Enzhi Zhang, Liu Yang |
| 2024 | SC | Adaptive Patching for High-resolution Image Segmentation with Transformers. | Enzhi Zhang, Isaac Lyngaas, Peng Chen, Xiao Wang, Jun Igarashi, Yuankai Huo, Masaharu Munetomo, Mohamed Wahib |
| 2023 | CEC | Adjacent Intensity Matrix with Linkage Identification for Large-Scale Optimization in Noisy Environments. | Rui Zhong, Binan Tu, Enzhi Zhang, Masaharu Munetomo |
| 2023 | EMNLP | ReLM: Leveraging Language Models for Enhanced Chemical Reaction Prediction. | Yaorui Shi, An Zhang, Enzhi Zhang, Zhiyuan Liu, Xiang Wang |
| 2023 | SMC | Training Knowledge Inheritance Through Deep Q-Net. | Enzhi Zhang, Ruqin Wang, Mohamed Wahib, Rui Zhong, Masaharu Munetomo |