谢宗霞 教授 博士生导师
- 教师拼音名称：Xie Zongxia
- 性别：女
- 职称：教授
- 所属院系：智能与计算学部
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· Wenzhe Niu, Wei He, Zongxia Xie, Jinpeng Ou, Huichuan Fan, Yuchen Ge, Yanru Sun, Ziyin Wang, Yizhao Sun, Chengshun Shi, Jiuchong Gao, Jinghua Hao, Renqing He: From Absolute to Relative: Rethinking Reward Shaping in Group-Based Reinforcement Learning. ICML (2026)
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· Feng Xiong, Zongxia Xie, Yanru Sun, Haoyu Wang, Jianhong Lin: SEED: Spectral Entropy-Guided Evaluation of Spatial-Temporal Dependencies for Multivariate Time Series Forecasting. AAAI 2026: 27153-27161
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· Dongyue Chen, Zongxia Xie, Wenlong Yu, Qinghua Hu: Long-Tail Class Incremental Learning via Bias Calibration With Application to Continuous Fault Diagnosis. IEEE Trans. Neural Networks Learn. Syst. 37(1): 204-218 (2026)
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· Tianyu Jia, Zongxia Xie*, Yanru Sun, Dilfira Kudrat, Qinghua Hu: Lightweight channel-wise dynamic fusion model: Non-stationary time series forecasting via entropy analysis. Inf. Fusion 133: 104313 (2026)
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· Ziyin Wang, Zongxia Xie* (谢宗霞), Yanru Sun, Wenzhe Niu, Chenbin Su. TPP-LLM: time series popularity prediction via LLM empowered by textual prototype and prompt. ICASSP 2026. (CCF B)
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· Jianhong Lin, Zongxia Xie* (谢宗霞), Yun Wang, Haoyu Xing, Feng Xiong. Uncertainty-aware multi-scale feature fusion with transformer for time series prediction. ICASSP 2026. (CCF B)
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· Dilfira Kudrat, Zongxia Xie* ( 谢 宗 霞 ), Yanru Sun, Tianyu Jia, Qinghua Hu. Patch-wise structural loss for time series forecasting. ICML 2025. (CCF A)
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· Yuxuan Zhao, Zongxia Xie* (谢宗霞), Zheng Wang, Yanru Sun, Haoyu Xing, Tianyu Jia, Dilfira Kudrat. RecMamba: reconstruction-augmented dual-path mamba for time series forecasting. Knowledge Based Systems 2025. (SCI 一区)
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· Yanru Sun, Zongxia Xie* (谢宗霞), Emadeldeen Eldele, Dongyue Chen, Qinghua Hu, Min Wu.Learning pattern-specific experts for time series forecasting under patch-level distribution shift. NeurIPS 2025. (CCF A)
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· Zhaobin Meng, Zongxia Xie: MPPG: Pluggable Multi-Periodic Pattern-Guided Approach for Multivariate Time Series Anomaly Detection. DASFAA (4) 2025: 509-518
