default author photo

shengfeng he

Singapore Management University

Singapore

Singapore

  • Singapore Management University

SCHOLARLY PAPERS

6

DOWNLOADS

289

TOTAL CITATIONS

0

Scholarly Papers (6)

Actions:
Email selected abstracts
1.

Unambiguous Granularity Distillation for Asymmetric Image Retrieval

Number of pages: 32 Posted: 30 Aug 2024
Hongrui Zhang, Yi Xie, Haoquan Zhang, Cheng Xu, Xuandi Luo, Donglei Chen, Xuemiao Xu, Huaidong Zhang, Pheng-Ann Heng and shengfeng he
South China University of Technology, South China University of Technology, South China University of Technology, Hong Kong Polytechnic University, South China University of Technology, South China University of Technology, South China University of Technology, South China University of Technology, The Chinese University of Hong Kong (CUHK) - Department of Computer Science and Engineering and Singapore Management University
Downloads 97 (715,072)

Abstract:

Loading...

Asymmetric Image RetrievalKnowledge Distillation

2.

STREAM-GS: Stratified Representation with Anchor-Codebook Modeling for Cumulative 3D Gaussian Splatting

Number of pages: 25 Posted: 01 Oct 2025
Yuqin Lu, Cheng Xu, Yihua Dai, Yang Zhou, Chuhua Xian, Guiqing Li, Wenxi Liu and shengfeng he
South China University of Technology, Hong Kong Polytechnic University, South China University of Technology, South China University of Technology, South China University of Technology, South China University of Technology, Fuzhou University and Singapore Management University
Downloads 67 (907,769)

Abstract:

Loading...

3D Gaussian Splatting, Streaming, Level-of-Detail Rendering

3.

Triadic Temporal-Semantic Alignment for Weakly-Supervised Video Moment Retrieval

Downloads 56 (1,020,567)

Triadic Temporal-Semantic Alignment for Weakly-Supervised Video Moment Retrieval

Number of pages: 28 Posted: 17 Nov 2023
jin liu, Fengyu Zhou, jialong xie and shengfeng he
Shandong University, Shandong University, Shandong University and Singapore Management University
Downloads 37 (1,281,607)

Abstract:

Loading...

Weakly supervised Learning, video moment retrieval, temporal-semantic alignment.

Triadic Temporal-Semantic Alignment for Weakly Supervised Video Moment Retrieval

Number of pages: 33 Posted: 14 Feb 2024
jin liu, jialong xie, Fengyu Zhou and shengfeng he
Shandong University, Shandong University, Shandong University and Singapore Management University
Downloads 19 (1,513,226)

Abstract:

Loading...

Weakly Supervised Learning, video moment retrieval, temporal-semantic alignment.

4.

L3net: Localized and Layered Reparameterization for Incremental Learning

Number of pages: 41 Posted: 19 Oct 2024
Xuandi Luo, Huaidong Zhang, Yi Xie, Hongrui Zhang, Xuemiao Xu and shengfeng he
South China University of Technology, South China University of Technology, South China University of Technology, South China University of Technology, South China University of Technology and Singapore Management University
Downloads 32 (1,318,317)

Abstract:

Loading...

Class Incremental Learning, Knowledge Distillation, Reparameterization

5.

DynLearn: Steering Task-Specific Learning Dynamics in Exemplar-Free Class-Incremental Learning

Number of pages: 30 Posted: 17 Dec 2025
Xuandi Luo, Huaidong Zhang, Yehan Zhang and shengfeng he
South China University of Technology, South China University of Technology, South China University of Technology and Singapore Management University
Downloads 25 (1,399,036)

Abstract:

Loading...

class-incremental learning, knowledge distillation, Contrastive learning

6.

S​3Transfer: Stable, Structured, and Semantic Training-Free Style Transfer

Number of pages: 25 Posted: 18 May 2026
Rui Yang, Yifan Yang, Zexing Du, Xiaojiao Wu, Zhenguo Gao and shengfeng he
Huaqiao University, Shaanxi Normal University, Shaanxi Normal University, Shaanxi Normal University, Huaqiao University and Singapore Management University
Downloads 12 (1,571,455)

Abstract:

Loading...

Artistic Image Style Transfer, Image-to-image Translation, Visual Appearance, Artistic Image Generation