49 citations · 49 across the 4 of their papers we have counts for
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cs.LG2026★ 49 cited
Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping
Zhe Li, Shiyi Qi, Yiduo Li +1
Introduction: Long-term time series forecasting (LTSF) has gained significant attention in recent years. While various specialized designs exist for capturing temporal dependency,…
cs.LG2024
Integer Scale: A Free Lunch for Faster Fine-grained Quantization of LLMs
Qingyuan Li, Ran Meng, Yiduo Li +5
We introduce Integer Scale, a novel post-training quantization scheme for large language models that effectively resolves the inference bottleneck in current fine-grained quantizat…