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Shui-Guang Deng

22 papers hereh-index 448 citations25 works total

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

author position
  • middle author1
  • last author17

Across the 18 of 22 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.DC4
  • cs.CV3
  • cs.DS2
  • cs.SE2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedDecentralized Proactive Model Offloading and Resource Allocation for Split and Federated Learning

7 citations · 8 across the 19 of their papers we have counts for

collaborators
Showing cs.CVShow all

3 papers · 1 filter

cs.CV2025

TrackTeller: Temporal Multimodal 3D Grounding for Behavior-Dependent Object References

Jiahong Yu, Ziqi Wang, Hailiang Zhao +3

Understanding natural-language references to objects in dynamic 3D driving scenes is essential for interactive autonomous systems. In practice, many referring expressions describe…

cs.CV2025

SegQuant: A Semantics-Aware and Generalizable Quantization Framework for Diffusion Models

Jiaji Zhang, Ruichao Sun, Hailiang Zhao +7

Diffusion models have demonstrated exceptional generative capabilities but are computationally intensive, posing significant challenges for deployment in resource-constrained or la…

cs.CV2025

CADRef: Robust Out-of-Distribution Detection via Class-Aware Decoupled Relative Feature Leveraging

Zhiwei Ling, Yachen Chang, Hailiang Zhao +3

Deep neural networks (DNNs) have been widely criticized for their overconfidence when dealing with out-of-distribution (OOD) samples, highlighting the critical need for effective O…

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