Chumeng Liang
6 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (14) π Renaissance Researcher (7)
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Taxonomy Completionist
(18)
π£
Hot Topic Early Bird
Conferences
ICLR (3)
CVPR (1)
EMNLP (1)
ICML (1)
Top co-authors
Research topics
Keywords
copyright protection
(2)
diffusion model
(2)
kl divergence
(1)
multimodal learning
(1)
flow matching
(1)
fine-tuning
(1)
graph representation
(1)
graph structure
(1)
monte carlo estimation
(1)
monte carlo sampling
(1)
generative model
(1)
adversarial example
(1)
evaluation metric
(1)
gradient inversion
(1)
diagram generation
(1)
artwork protection
(1)
node alignment
(1)
large language model
(1)
model authentication
(1)
svg generation
(1)
Papers
Evaluating LLM-Generated Diagrams as Graphs
EMNLP 2025
Targeted Attack Improves Protection against Unauthorized Diffusion Customization
ICLR 2025
Online Reward-Weighted Fine-Tuning of Flow Matching with Wasserstein Regularization
ICLR 2025
CGI-DM: Digital Copyright Authentication for Diffusion Models via Contrasting Gradient Inversion
CVPR 2024
Toward effective protection against diffusion-based mimicry through score distillation
ICLR 2024
Adversarial Example Does Good: Preventing Painting Imitation from Diffusion Models via Adversarial Examples
ICML 2023