Mingyue Cheng

机构：University of Science and Technology of China · ORCID：0000-0001-9873-7681

发表论文 55 篇 · 总被引 495 次 · h-index 11

代表论文

• ConvTimeNet: A Deep Hierarchical Fully Convolutional Model for Multivariate Time Series Analysis (2025 · 被引 38)
• InstrucTime: Advancing Time Series Classification with Multimodal Language Modeling (2025 · 被引 11)
• Cross-Domain Pre-training with Language Models for Transferable Time Series Representations (2025 · 被引 8)
• TableTime: Reformulating Time Series Classification as Training-Free Table Understanding with Large Language Models (2025 · 被引 5)
• Hierarchical Multimodal LLMs with Semantic Space Alignment for Enhanced Time Series Classification (2025 · ACM Transactions on Intelligent Systems and Technology · 被引 3)
• Multi-Source Knowledge Pruning for Retrieval-Augmented Generation: A Benchmark and Empirical Study (2025 · 被引 3)