Charles Fleming
8 papers · 2024–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (5) π Renaissance Researcher (6) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (16)
π§
Keyword Pioneer
β‘
Prolific Year
(7)
Conferences
CVPR (2)
EMNLP (2)
ICML (2)
ACL (1)
ECCV (1)
Top co-authors
Research topics
Keywords
large language model
(2)
zero-shot learning
(1)
adversarial learning
(1)
model security
(1)
uncertainty quantification
(1)
knowledge distillation
(1)
model unlearning
(1)
graph optimization
(1)
domain knowledge
(1)
data privacy
(1)
adversarial attack
(1)
language model
(1)
foundation model
(1)
latent diffusion
(1)
feature engineering
(1)
cross-modal synthesis
(1)
tabular prediction
(1)
prompt injection
(1)
training data extraction
(1)
safety mechanism
(1)
Papers
On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains
ICML 2025
Targeted Forgetting of Image Subgroups in CLIP Models
CVPR 2025
Enhancing Dance-to-Music Generation via Negative Conditioning Latent Diffusion Model
CVPR 2025
Agents Under Siege: Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks
ACL 2025
Retracing the Past: LLMs Emit Training Data When They Get Lost
EMNLP 2025
AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science
EMNLP 2025
Just Enough Shifts: Mitigating Over-Refusal in Aligned Language Models with Targeted Representation Fine-Tuning
ICML 2025
Self-Adapting Large Visual-Language Models to Edge Devices across Visual Modalities
ECCV 2024