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Qianxiong Xu

Towards Cross-Modality Modeling for Time Series Analytics: A Survey in the LLM Era

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May 05, 2025
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Efficient Multivariate Time Series Forecasting via Calibrated Language Models with Privileged Knowledge Distillation

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May 04, 2025
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POPEN: Preference-Based Optimization and Ensemble for LVLM-Based Reasoning Segmentation

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Apr 01, 2025
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Hybrid Mamba for Few-Shot Segmentation

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Sep 29, 2024
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HHGT: Hierarchical Heterogeneous Graph Transformer for Heterogeneous Graph Representation Learning

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Jul 18, 2024
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Eliminating Feature Ambiguity for Few-Shot Segmentation

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Jul 13, 2024
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TimeCMA: Towards LLM-Empowered Time Series Forecasting via Cross-Modality Alignment

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Jun 03, 2024
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Spatial-Temporal Large Language Model for Traffic Prediction

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Jan 23, 2024
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KITS: Inductive Spatio-Temporal Kriging with Increment Training Strategy

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Nov 05, 2023
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Self-Calibrated Cross Attention Network for Few-Shot Segmentation

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Aug 18, 2023
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