Ziyue Li
- Papers
- 12
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Authored papers
12How Instruction and Reasoning Data shape Post-Training: Data Quality through the Lens of Layer-wise Gradients
arXiv 2025
R2-T2: Re-Routing in Test-Time for Multimodal Mixture-of-Experts
arXiv 2025
Efficient Multivariate Time Series Forecasting via Calibrated Language Models with Privileged Knowledge Distillation
arXiv 2025
R2-T2: Re-Routing in Test-Time for Multimodal Mixture-of-Experts
arXiv 2025
C3PO: Critical-Layer, Core-Expert, Collaborative Pathway Optimization for Test-Time Expert Re-Mixing
arXiv 2025
Routing Manifold Alignment Improves Generalization of Mixture-of-Experts LLMs
arXiv 2025
ColorBench: Can VLMs See and Understand the Colorful World? A Comprehensive Benchmark for Color Perception, Reasoning, and Robustness
arXiv 2025
TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment
arXiv 2024
PET-SQL: A Prompt-Enhanced Two-Round Refinement of Text-to-SQL with Cross-consistency
arXiv 2024
Your Mixture-of-Experts LLM Is Secretly an Embedding Model For Free
arXiv 2024
Eliminating Feature Ambiguity for Few-Shot Segmentation
arXiv 2024
Online Test-Time Adaptation of Spatial-Temporal Traffic Flow Forecasting
arXiv 2024
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