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Xvyuan Liu

Variable grouping in multivariate time series via correlation
2001 · A. Tucker, S. Swift, et al. · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 61
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DBLoss: Decomposition-based Loss Function for Time Series Forecasting
2025 · Xiangfei Qiu, Xingjian Wu, et al. · neural information processing systems · 5
Rethinking Irregular Time Series Forecasting: A Simple Yet Effective Baseline
2026 · Xvyuan Liu, Xiangfei Qiu, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 4
UniW(A)M: A Unified Mixture-of-Experts Framework for World and World-Action Models
2026 · Xu, Jingbo, Fang, Jianjie, et al. · arXiv (Cornell University)
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Aim Short to Reach Far: Your Frozen World Model Can Plan Better Than You Think
2026 · Liu, Xvyuan, Fang, Jianjie, et al. · arXiv (Cornell University)
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CAER: Causal Action Effect Reweighting for World Model Training
2026 · Fang, Jianjie, Liu, Xvyuan, et al. · arXiv (Cornell University)
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IMPACT: Attention Is the Interaction Map for Scalable Interaction-Aware World Model Training
2026 · Tang, Rongze, Fang, Jianjie, et al. · arXiv (Cornell University)
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WorldArena 2.0: Extending Embodied World Model Benchmarking on Modality, Functionality and Platform
2026 · Li, Zhuohang, Ma, Yiding, et al. · arXiv (Cornell University)
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SEER: Transformer-based Robust Time Series Forecasting via Automated Patch Enhancement and Replacement
2026 · Qiu, Xiangfei, Liu, Xvyuan, et al. · arXiv (Cornell University)
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Bridging Time and Frequency: A Joint Modeling Framework for Irregular Multivariate Time Series Forecasting
2026 · Qiu, Xiangfei, Yan, Kangjia, et al. · arXiv (Cornell University)
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Rethinking Irregular Time Series Forecasting: A Simple Yet Effective Baseline
2026 · Association for Artificial Intelligence 2026, Guo, Chenjuan, et al. · Underline Science Inc.
ST-EVO: Towards Generative Spatio-Temporal Evolution of Multi-Agent Communication Topologies
2026 · Xingjian Wu, Xvyuan Liu, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)
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ASTGI: Adaptive Spatio-Temporal Graph Interactions for Irregular Multivariate Time Series Forecasting
2025 · Liu, Xvyuan, Qiu, Xiangfei, et al. · arXiv (Cornell University)
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Rethinking Irregular Time Series Forecasting: A Simple yet Effective Baseline
2025 · Liu, Xvyuan, Qiu, Xiangfei, et al. · arXiv (Cornell University)
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Works count: 15
Citation count: 70
H-index: 3
I10-index: 1
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