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cs.LG2025
Timing is Important: Risk-aware Fund Allocation based on Time-Series Forecasting
Fuyuan Lyu, Linfeng Du, Yunpeng Weng +6
Fund allocation has been an increasingly important problem in the financial domain. In reality, we aim to allocate the funds to buy certain assets within a certain future period. N…
cs.LG2020
GTEA: Inductive Representation Learning on Temporal Interaction Graphs via Temporal Edge Aggregation
Siyue Xie, Yiming Li, Da Sun Handason Tam +5
In this paper, we propose the Graph Temporal Edge Aggregation (GTEA) framework for inductive learning on Temporal Interaction Graphs (TIGs). Different from previous works, GTEA mod…