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2. Yinghao Ai, Yukai Zhou, Ruoxi Jiang*, Junyi An, Chao Qu, Zhijian Zhou, Shiyu Wang, Fenglei Cao, Zenglin Xu, Furao Shen*, Yuan Qi "Nested Spatio-Temporal Time Series Forecasting." ICML 2026.
3. Suorong Yang, Fangjian Su, Hai Gan, Ziqi Ye, Jie Li, Baile Xu, Furao Shen, Soujanya Poria* "Data Agent: Learning to Select Data via End-to-End Dynamic Optimization." ICML 2026.
4. Huiyi Yi, Zhiming Xu, Dunwei Tu, Zhicheng Wang, Baile Xu, Furao Shen* "Beyond Point-wise Neural Collapse: A Topology-Aware Hierarchical Classifier for Class-Incremental Learning." ICML 2026.
5. Xiaoyu Liu, Jian Zhao, Furao Shen, Kun Yang, Sumei Sun* "Resource Allocation in Fronthaul-Constrained Cell-Free Networks Using Edge Graph Attention Networks." IEEE Transactions on Wireless Communications, 25: 13305-13318, 2026.
6. Qianwei Tang, Baile Xu, Jian Zhao, Furao Shen* "Coordinate Denoising for Non-Equilibrium Molecular Representation Learning." CVPR 2026.
7. Zhou Wu, Baile Xu, Fuguang Wen, Jian Zhao, Furao Shen* "An end-to-end dual-domain attention fusion network with evidential uncertainty for battery state of charge estimation." Journal of Energy Storage, 148: 119996, 2026.