Ruoxi Cheng
6 papers · 2025–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(13)
⭐
Rising Star
(6)
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Keywords
multimodal learning
(3)
large vision-language model
(3)
large language model
(2)
adversarial perturbation
(2)
vision-language model
(2)
membership inference
(2)
jailbreak attack
(2)
toxicity maximization
(2)
knowledge graph
(1)
adversarial attack
(1)
black-box attack
(1)
adversarial prompt
(1)
privacy leakage
(1)
robustness evaluation
(1)
multimodal model
(1)
clip model
(1)
membership inference attack
(1)
cross-modal interaction
(1)
personal information
(1)
membership inference detection
(1)
Papers
EcoAlign: An Economically Rational Framework for Efficient LVLM Alignment
CVPR 2026
Gibberish is All You Need for Membership Inference Detection in Contrastive Language-Audio Pretraining
NAACL 2025
PBI-Attack: Prior-Guided Bimodal Interactive Black-Box Jailbreak Attack for Toxicity Maximization
EMNLP 2025
PBI-Attack: Prior-Guided Bimodal Interactive Black-Box Jailbreak Attack for Toxicity Maximization
NAACL 2025
SelfPrompt: Autonomously Evaluating LLM Robustness via Domain-Constrained Knowledge Guidelines and Refined Adversarial Prompts
COLING 2025
TUNI: A Textual Unimodal Detector for Identity Inference in CLIP Models
NAACL 2025