Charles Fleming
9 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
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Prolific Year · Productive
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Research topics
Keywords
large language model
(4)
adversarial learning
(1)
foundation model
(1)
model security
(1)
uncertainty quantification
(1)
knowledge distillation
(1)
model unlearning
(1)
safety alignment
(1)
graph optimization
(1)
domain knowledge
(1)
data privacy
(1)
adversarial attack
(1)
language model
(1)
poisoning attack
(1)
adversarial robustness
(1)
vision-language model
(1)
latent diffusion
(1)
feature engineering
(1)
retrieval-augmented generation
(1)
zero-shot learning
(1)
Papers
Scaling Agentic Reinforcement Learning for Tool-Integrated Reasoning in VLMs
CVPR 2026
Agents Under Siege: Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks
ACL 2025
AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science
EMNLP 2025
Enhancing Dance-to-Music Generation via Negative Conditioning Latent Diffusion Model
CVPR 2025
Just Enough Shifts: Mitigating Over-Refusal in Aligned Language Models with Targeted Representation Fine-Tuning
ICML 2025
On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains
ICML 2025
Retracing the Past: LLMs Emit Training Data When They Get Lost
EMNLP 2025
Targeted Forgetting of Image Subgroups in CLIP Models
CVPR 2025
Self-Adapting Large Visual-Language Models to Edge Devices across Visual Modalities
ECCV 2024