| 2026 | AAAI | Towards Non-Stationary Time Series Forecasting with Temporal Stabilization and Frequency Differencing. | Junkai Lu, Peng Chen, Chenjuan Guo, Yang Shu, Meng Wang, Bin Yang |
| 2025 | AAAI | Assessing Pre-Trained Models for Transfer Learning Through Distribution of Spectral Components. | Tengxue Zhang, Yang Shu, Xinyang Chen, Yifei Long, Chenjuan Guo, Bin Yang |
| 2025 | CVPR | Enhancing Diversity for Data-free Quantization. | Kai Zhao, Zhihao Zhuang, Miao Zhang, Chenjuan Guo, Yang Shu, Bin Yang |
| 2025 | ICCV | Debiased Curriculum Adaptation for Safe Transfer Learning in Chest X-Ray Classification. | Mingyang Liu, Xinyang Chen, Yang Shu, Xiucheng Li, Weili Guan, Liqiang Nie |
| 2025 | ICDE | AimTS: Augmented Series and Image Contrastive Learning for Time Series Classification. | Yuxuan Chen, Shanshan Huang, Yunyao Cheng, Peng Chen, Zhongwen Rao, Yang Shu, Bin Yang, Lujia Pan, Chenjuan Guo |
| 2025 | ICDE | AID-SQL: Adaptive In-Context Learning of Text-to-SQL with Difficulty-Aware Instruction and Retrieval-Augmented Generation. | Xiuwen Li, Qifeng Cai, Yang Shu, Chenjuan Guo, Bin Yang |
| 2025 | ICDE | EasyTime: Time Series Forecasting Made Easy. | Xiangfei Qiu, Xiuwen Li, Ruiyang Pang, Zhicheng Pan, Xingjian Wu, Liu Yang, Jilin Hu, Yang Shu, Xuesong Lu, Chengcheng Yang, Chenjuan Guo, Aoying Zhou, Christian S. Jensen, Bin Yang |
| 2025 | ICLR | Learning Generalizable Skills from Offline Multi-Task Data for Multi-Agent Cooperation. | Sicong Liu, Yang Shu, Chenjuan Guo, Bin Yang |
| 2025 | ICLR | Towards a General Time Series Anomaly Detector with Adaptive Bottlenecks and Dual Adversarial Decoders. | Qichao Shentu, Beibu Li, Kai Zhao, Yang Shu, Zhongwen Rao, Lujia Pan, Bin Yang, Chenjuan Guo |
| 2025 | ICML | Towards a General Time Series Forecasting Model with Unified Representation and Adaptive Transfer. | Yihang Wang, Yuying Qiu, Peng Chen, Kai Zhao, Yang Shu, Zhongwen Rao, Lujia Pan, Bin Yang, Chenjuan Guo |
| 2025 | ICML | LightGTS: A Lightweight General Time Series Forecasting Model. | Yihang Wang, Yuying Qiu, Peng Chen, Yang Shu, Zhongwen Rao, Lujia Pan, Bin Yang, Chenjuan Guo |
| 2025 | KDD | TSFM-Bench: A Comprehensive and Unified Benchmark of Foundation Models for Time Series Forecasting. | Zhe Li, Xiangfei Qiu, Peng Chen, Yihang Wang, Hanyin Cheng, Yang Shu, Jilin Hu, Chenjuan Guo, Aoying Zhou, Christian S. Jensen, Bin Yang |
| 2024 | ICLR | Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting. | Peng Chen, Yingying Zhang, Yunyao Cheng, Yang Shu, Yihang Wang, Qingsong Wen, Bin Yang, Chenjuan Guo |
| 2023 | ICML | CLIPood: Generalizing CLIP to Out-of-Distributions. | Yang Shu, Xingzhuo Guo, Jialong Wu, Ximei Wang, Jianmin Wang, Mingsheng Long |
| 2021 | CVPR | Open Domain Generalization with Domain-Augmented Meta-Learning. | Yang Shu, Zhangjie Cao, Chenyu Wang, Jianmin Wang, Mingsheng Long |
| 2021 | ICML | Zoo-Tuning: Adaptive Transfer from A Zoo of Models. | Yang Shu, Zhi Kou, Zhangjie Cao, Jianmin Wang, Mingsheng Long |
| 2019 | AAAI | Transferable Curriculum for Weakly-Supervised Domain Adaptation. | Yang Shu, Zhangjie Cao, Mingsheng Long, Jianmin Wang |
| 2019 | HRI | BabeBay-A Companion Robot for Children Based on Multimodal Affective Computing. | Meimei Zheng, Yingying She, Fang Liu, Jin Chen, Yang Shu, Jianbing Xiahou |
| 2017 | ISCAS | A fully integrated wireless sensor-brain interface system to restore finger sensation. | Xilin Liu, Hongjie Zhu, Milin Zhang, Xiaotie Wu, Andrew G. Richardson, Srihari Y. Sritharan, Dengteng Ge, Yang Shu, Timothy H. Lucas, Jan Van der Spiegel |
| 2016 | IGARSS | Disaster event management based on Integrated Disaster Reduction and rapid Service Platform. | Yan Cui, Suju Li, Liying Wang, MoQuan Sha, Yang Shu |
| 2016 | IGARSS | Capacity analysis of GF - 4 on the disaster management. | Yida Fan, Wei Wu, Ming Liu, Suju Li, Haixia He, Yang Shu |
| 2015 | IGARSS | Unsupervised classification of VHR panchromatic images using guided Chinese restaurant franchise mixture model. | Yang Shu, Ting Mao, Hong Tang, Jing Li, Xin Yang |
| 2013 | IGARSS | Object-oriented clustering of VHR panchromatic images using a nonparametric bayesian model embeded with a latent scene. | Yang Shu, Hong Tang, Jing Li, Jianwei Yue |
| 2012 | IGARSS | An object-oriented clustering algorithm for VHR panchromatic images using nonparametric latent Dirichlet allocation. | Yinfeng Qi, Hong Tang, Yang Shu, Li Shen, Jianwei Yue, Weiguo Jiang |
| 2006 | ISNN | Evolutionary Extreme Learning Machine - Based on Particle Swarm Optimization. | You Xu, Yang Shu |