Publications | Lifan Zhaohttps://lifan-zhao.github.io/publication/PublicationsHugo Blox Builder (https://hugoblox.com)en-usFri, 19 Sep 2025 00:00:00 +0000https://lifan-zhao.github.io/media/icon_hu4220705106653493934.pngPublicationshttps://lifan-zhao.github.io/publication/Less is More: Unlocking Specialization of Time Series Foundation Models via Structured Pruninghttps://lifan-zhao.github.io/publication/prune-then-finetune/Fri, 19 Sep 2025 00:00:00 +0000https://lifan-zhao.github.io/publication/prune-then-finetune/Proactive Model Adaptation Against Concept Drift for Online Time Series Forecastinghttps://lifan-zhao.github.io/publication/proceed/Sat, 01 Feb 2025 00:00:00 +0000https://lifan-zhao.github.io/publication/proceed/Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Leading Indicatorshttps://lifan-zhao.github.io/publication/lift/Mon, 01 Jan 2024 00:00:00 +0000https://lifan-zhao.github.io/publication/lift/StockCL: Selective Contrastive Learning for Stock Trend Forecasting via Learnable Conceptshttps://lifan-zhao.github.io/publication/10-1007-978-981-97-5575-2-20/Mon, 01 Jan 2024 00:00:00 +0000https://lifan-zhao.github.io/publication/10-1007-978-981-97-5575-2-20/DoubleAdapt: A Meta-learning Approach to Incremental Learning for Stock Trend Forecastinghttps://lifan-zhao.github.io/publication/double-adapt/Tue, 01 Aug 2023 00:00:00 +0000https://lifan-zhao.github.io/publication/double-adapt/RESUS: Warm-up Cold Users via Meta-learning Residual User Preferences in CTR Predictionhttps://lifan-zhao.github.io/publication/10-1145-3564283/Wed, 01 Feb 2023 00:00:00 +0000https://lifan-zhao.github.io/publication/10-1145-3564283/Methods for Acquiring and Incorporating Knowledge into Stock Price Prediction: A Surveyhttps://lifan-zhao.github.io/publication/wang-2023-methodsacquiringincorporatingknowledge/Sun, 01 Jan 2023 00:00:00 +0000https://lifan-zhao.github.io/publication/wang-2023-methodsacquiringincorporatingknowledge/Mixed Information Flow for Cross-Domain Sequential Recommendationshttps://lifan-zhao.github.io/publication/10-1145-3487331/Sat, 01 Jan 2022 00:00:00 +0000https://lifan-zhao.github.io/publication/10-1145-3487331/