| 2026 | ACL | DarwinTOD: LLM-Driven Lifelong Self-evolution for Task-oriented Dialog Systems. | Shuyu Zhang, Yujie Liu, Xinru Wang, Cheng Zhang, Yanmin Zhu, Bin Li |
| 2026 | ACL | HiCoLoRA: Addressing Context-Prompt Misalignment via Hierarchical Collaborative LoRA for Zero-Shot DST. | Shuyu Zhang, Yifan Wei, Xinru Wang, Yanmin Zhu, Yangfan He, Yixuan Weng, Yujie Liu, Bin Li |
| 2026 | ACL | DyBBT: Dynamic Balance via Bandit-inspired Targeting for Dialog Policy with Cognitive Dual Systems. | Shuyu Zhang, Yifan Wei, Jialuo Yuan, Xinru Wang, Yanmin Zhu, Yujie Liu, Bin Li |
| 2025 | VTC | Spatial-Temporal Motion Prediction in Cooperative Autonomous Driving System. | Shiyao Zhang, Shuyu Zhang, Song Wang, Shuangyang Li |
| 2025 | SMC | Domain-Adaptation Network for Knowledge Transfer in SOFC Operational Mode Identification Under Extreme Distribution Shifts. | Jingjing Wang, Lixin Fan, Shuyu Zhang, Jingang Lai, Zhonghua Deng, Yuanwu Xu, Xi Li |
| 2022 | AAAI | SmartIdx: Reducing Communication Cost in Federated Learning by Exploiting the CNNs Structures. | Donglei Wu, Xiangyu Zou, Shuyu Zhang, Haoyu Jin, Wen Xia, Binxing Fang |
| 2021 | ICCD | QD-Compressor: a Quantization-based Delta Compression Framework for Deep Neural Networks. | Shuyu Zhang, Donglei Wu, Haoyu Jin, Xiangyu Zou, Wen Xia, Xiaojia Huang |
| 2020 | GLOBECOM | An Enhanced Motif Graph Clustering-Based Deep Learning Approach for Traffic Forecasting. | Chenhan Zhang, Shuyu Zhang, James J. Q. Yu, Shui Yu |
| 2020 | ICPADS | Robust Federated Learning Approach for Travel Mode Identification from Non-IID GPS Trajectories. | Yuanshao Zhu, Shuyu Zhang, Yi Liu, Dusit Niyato, James J. Q. Yu |
| 2017 | IECON | A 6A, 2.5MHz integrated dual-phase DC-DC buck converter with low quiescent consumption for mobile devices. | Shuyu Zhang, Menglian Zhao, Xuetong Bai, Yanxia Yao, Xiaobo Wu |
| 2004 | IGARSS | Soil thermal inertia estimation by combining afternoon and morning AVHRR data with a modified diurnal land surface temperature change model. | Pengxin Wang, Xiaowen Li, Wei Sun, Xingmin Li, Shuyu Zhang, Anlin Liu |
| 2004 | IGARSS | A study on thermal inertia approach for agricultural drought monitoring in Shaanxi Province, China by using NOAA/AVHRR data. | Xingmin Li, Anlin Liu, Shuyu Zhang, Zhao Wang, Wei Sun, Pengxin Wang |