Pengcheng Xu
8 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
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Research topics
Deep Learning
(6)
Computer Vision
(4)
Machine Learning
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Models
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Processing
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Application Areas
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Architectures
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Core AI
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Core Methods
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Generation · Natural Language Processing
(2)
Generation · Computer Vision
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Keywords
pseudo labeling
(2)
large language model
(2)
lay summarization
(2)
image editing
(2)
diffusion model
(2)
direct preference optimization
(1)
video generation
(1)
image generation
(1)
text summarization
(1)
domain adaptation
(1)
factuality evaluation
(1)
label noise
(1)
cluster structure
(1)
cluster assumption
(1)
feature processing
(1)
source-free domain adaptation
(1)
reward model
(1)
low-rank adaptation
(1)
text-to-image model
(1)
transfer learning
(1)
Papers
The devil is in the details: Enhancing Video Virtual Try-On via Keyframe-Driven Details Injection
CVPR 2026
Plug-and-Play Tri-Branch Invertible Block for Image Rescaling
AAAI 2025
Team XSZ at BioLaySumm2025: Section-Wise Summarization, Retrieval-Augmented LLM, and Reinforcement Learning Fine-Tuning for Lay Summaries
ACL 2025
Textualize Visual Prompt for Image Editing via Diffusion Bridge
AAAI 2025
Unveil Inversion and Invariance in Flow Transformer for Versatile Image Editing
CVPR 2025
Team YXZ at BioLaySumm: Adapting Large Language Models for Biomedical Lay Summarization
ACL 2024
Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation
AAAI 2023
When Source-Free Domain Adaptation Meets Learning with Noisy Labels
ICLR 2023