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researcher

Siu-Ming Yiu

9 papers hereh-index 324 citations16 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author4
  • last author5

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.CV5
  • cs.LG3
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedDeep Multiple Instance Learning For Forecasting Stock Trends Using Financial News

1 citations · 1 across the 9 of their papers we have counts for

collaborators
Showing 2024Show all

4 papers · 1 filter

cs.AI2024

Enhancing Few-Shot Stock Trend Prediction with Large Language Models

Yiqi Deng, Xingwei He, Jiahao Hu +1

The goal of stock trend prediction is to forecast future market movements for informed investment decisions. Existing methods mostly focus on predicting stock trends with supervise…

cs.LG2024

GPFL: A Gradient Projection-Based Client Selection Framework for Efficient Federated Learning

Shijie Na, Yuzhi Liang, Siu-Ming Yiu

Federated learning client selection is crucial for determining participant clients while balancing model accuracy and communication efficiency. Existing methods have limitations in…

cs.CV2024

Extreme Two-View Geometry From Object Poses with Diffusion Models

Yujing Sun, Caiyi Sun, Yuan Liu +2

Human has an incredible ability to effortlessly perceive the viewpoint difference between two images containing the same object, even when the viewpoint change is astonishingly vas…

cs.LG2024

Deep Efficient Private Neighbor Generation for Subgraph Federated Learning

Ke Zhang, Lichao Sun, Bolin Ding +2

Behemoth graphs are often fragmented and separately stored by multiple data owners as distributed subgraphs in many realistic applications. Without harming data privacy, it is natu…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.