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researcher

Junchen Fu

University of Glasgow

19 papers hereh-index 8708 citations36 works total

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

author position
  • first author8
  • middle author10

Across the 18 of 19 papers where every author was matched, so the position is known.

fields
  • cs.IR11
  • cs.CV3
  • cs.AI2
  • cs.CL2
  • cs.MM1
affiliations
  • University of Glasgow

identity via Semantic Scholar / OpenAlex

works on
interest modeling 1knowledge distillation 1latent reasoning 1lightweight models 1multimodal emotion recognition 1multimodal large language models 1optimal transport loss 1recursive reasoning 1sequential recommendation 1supervised training 1

From the 2 of 19 linked papers with an AI index.

activity
20242026
collaborators
Showing cs.CVShow all

3 papers · 1 filter

cs.CV2026

Focal-RegionFace: Generating Fine-Grained Multi-attribute Descriptions for Arbitrarily Selected Face Focal Regions

Kaiwen Zheng, Junchen Fu, Songpei Xu +4

In this paper, we introduce an underexplored problem in facial analysis: generating and recognizing multi-attribute natural language descriptions, containing facial action units (A…

cs.CV2025

Video-Bench: Human-Aligned Video Generation Benchmark

Hui Han, Siyuan Li, Jiaqi Chen +10

Video generation assessment is essential for ensuring that generative models produce visually realistic, high-quality videos while aligning with human expectations. Current video g…

cs.CV2025

Multimodal Representation Learning Techniques for Comprehensive Facial State Analysis

Kaiwen Zheng, Xuri Ge, Junchen Fu +2

Multimodal foundation models have significantly improved feature representation by integrating information from multiple modalities, making them highly suitable for a broader set o…

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