Yifan Hu

14 papers A* 3A 2Journal 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Forecasting as Rendering: A 2D Gaussian Splatting Framework for Time Series Forecasting.
CoRR
Yixin Wang, Yifan Hu, Peiyuan Liu, Naiqi Li, Tao Dai, Shu-Tao Xia
2025 A* conf
Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting.
AAAI
Yifan Hu, Peiyuan Liu, Peng Zhu, Dawei Cheng, Tao Dai
2025 J jnl
FinMamba: Market-Aware Graph Enhanced Multi-Level Mamba for Stock Movement Prediction.
CoRR
Yifan Hu, Peiyuan Liu, Yuante Li, Dawei Cheng, Naiqi Li, Tao Dai, Jigang Bao, Shu-Tao Xia
2025 J jnl
FinTSB: A Comprehensive and Practical Benchmark for Financial Time Series Forecasting.
CoRR
Yifan Hu, Yuante Li, Peiyuan Liu, Yuxia Zhu, Naiqi Li, Tao Dai, Shutao Xia, Dawei Cheng, Changjun Jiang
2025 J jnl
MCI-GRU: Stock prediction model based on multi-head cross-attention and improved GRU.
Neurocomputing
Peng Zhu, Yuante Li, Yifan Hu, Sheng Xiang, Qinyuan Liu, Dawei Cheng, Yuqi Liang
2025 A* conf
TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting.
ICML
Peiyuan Liu, Beiliang Wu, Yifan Hu, Naiqi Li, Tao Dai, Jigang Bao, Shu-Tao Xia
2025 A* conf
TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting.
ICML
Yifan Hu, Guibin Zhang, Peiyuan Liu, Disen Lan, Naiqi Li, Dawei Cheng, Tao Dai, Shu-Tao Xia, Shirui Pan
2025 J jnl
TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting.
CoRR
Yifan Hu, Guibin Zhang, Peiyuan Liu, Disen Lan, Naiqi Li, Dawei Cheng, Tao Dai, Shu-Tao Xia, Shirui Pan
2024 J jnl
Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting.
CoRR
Yifan Hu, Peiyuan Liu, Peng Zhu, Dawei Cheng, Tao Dai
2024 A conf
Cross-contextual Sequential Optimization via Deep Reinforcement Learning for Algorithmic Trading.
CIKM
Kaiming Pan, Yifan Hu, Li Han, Haoyu Sun, Dawei Cheng, Yuqi Liang
2024 A conf
LSR-IGRU: Stock Trend Prediction Based on Long Short-Term Relationships and Improved GRU.
CIKM
Peng Zhu, Yuante Li, Yifan Hu, Qinyuan Liu, Dawei Cheng, Yuqi Liang
2024 J jnl
LSR-IGRU: Stock Trend Prediction Based on Long Short-Term Relationships and Improved GRU.
CoRR
Peng Zhu, Yuante Li, Yifan Hu, Qinyuan Liu, Dawei Cheng, Yuqi Liang
2024 J jnl
MCI-GRU: Stock Prediction Model Based on Multi-Head Cross-Attention and Improved GRU.
CoRR
Peng Zhu, Yuante Li, Yifan Hu, Sheng Xiang, Qinyuan Liu, Dawei Cheng, Yuqi Liang
2024 J jnl
TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting.
CoRR
Peiyuan Liu, Beiliang Wu, Yifan Hu, Naiqi Li, Tao Dai, Jigang Bao, Shu-Tao Xia