Yuchen Ren
10 papers · 2023–2025 · 6 venues · across top CS/AI venues
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (33) π Century Club Β· Bronze π Renaissance Researcher (5)
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adversarial example
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foundation model
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vision transformer
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adversarial robustness
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image captioning
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instruction tuning
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self-supervised learning
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model interpretability
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deep learning
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diffusion model
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adversarial perturbation
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node embedding
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text-to-image generation
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mixture of expert
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Papers
Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models
EMNLP 2025
Improving Adversarial Transferability on Vision Transformers via Forward Propagation Refinement
CVPR 2025
Improving Integrated Gradient-based Transferable Adversarial Examples by Refining the Integration Path
AAAI 2025
Task-Specific Gradient Adaptation for Few-Shot One-Class Classification
CVPR 2025
BEACON: Benchmark for Comprehensive RNA Tasks and Language Models
NeurIPS 2024
Intruding with Words: Towards Understanding Graph Injection Attacks at the Text Level
NeurIPS 2024
Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA
NeurIPS 2024
Boosting Adversarial Transferability via Gradient Relevance Attack
ICCV 2023
Crossing the Gap: Domain Generalization for Image Captioning
CVPR 2023
Improved Visual Story Generation with Adaptive Context Modeling
ACL 2023