Pengcheng Xu
7 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Cross-Pollinator (14) π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (26)
π§
Keyword Pioneer
Conferences
AAAI (3)
ACL (2)
CVPR (1)
ICLR (1)
Top co-authors
Keywords
lay summarization
(2)
image editing
(2)
large language model
(2)
diffusion model
(2)
direct preference optimization
(1)
factuality evaluation
(1)
image generation
(1)
pseudo labeling
(1)
domain adaptation
(1)
cluster assumption
(1)
feature processing
(1)
retrieval-augmented generation
(1)
reward model
(1)
low-rank adaptation
(1)
diffusion bridge
(1)
text-to-image model
(1)
text summarization
(1)
visual prompt
(1)
transfer learning
(1)
reward modeling
(1)
Papers
Team XSZ at BioLaySumm2025: Section-Wise Summarization, Retrieval-Augmented LLM, and Reinforcement Learning Fine-Tuning for Lay Summaries
ACL 2025
Plug-and-Play Tri-Branch Invertible Block for Image Rescaling
AAAI 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