Yucheng Shi
12 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (25) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze 𧬠Topic Evolution
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Grand Slam
ποΈ
Keyword Collector
(57)
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Research topics
Deep Learning
(8)
Artificial Intelligence
(7)
Machine Learning
(7)
Core AI
(7)
Computer Vision
(4)
Architectures
(4)
Learning Types Β· Machine Learning
(4)
Learning Types Β· Deep Learning
(4)
Models
(3)
Natural Language Processing
(2)
Core Methods
(2)
Generation
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Analysis
(1)
Keywords
adversarial attack
(3)
black-box attack
(3)
large language model
(3)
decision-based attack
(2)
image generation
(1)
video generation
(1)
vision transformer
(1)
neural network interpretability
(1)
adversarial robustness
(1)
model editing
(1)
model-based reinforcement learning
(1)
performance evaluation
(1)
backdoor attack
(1)
low-resource language
(1)
state space model
(1)
knowledge editing
(1)
medical imaging
(1)
diffusion model
(1)
visual neuron
(1)
iterative optimization
(1)
Papers
Concept-Centric Token Interpretation for Vector-Quantized Generative Models
ICML 2025
Drama: Mamba-Enabled Model-Based Reinforcement Learning Is Sample and Parameter Efficient
ICLR 2025
ECHOPulse: ECG Controlled Echocardio-gram Video Generation
ICLR 2025
Enhancing Cognition and Explainability of Multimodal Foundation Models with Self-Synthesized Data
ICLR 2025
Language Ranker: A Metric for Quantifying LLM Performance Across High and Low-Resource Languages
AAAI 2025
MQuAKE-Remastered: Multi-Hop Knowledge Editing Can Only Be Advanced with Reliable Evaluations
ICLR 2025
Automated Natural Language Explanation of Deep Visual Neurons with Large Models (Student Abstract)
AAAI 2024
Black-box Backdoor Defense via Zero-shot Image Purification
NeurIPS 2023
Decision-based Black-box Attack Against Vision Transformers via Patch-wise Adversarial Removal
NeurIPS 2022
Extract and Merge: Superpixel Segmentation with Regional Attributes
ECCV 2020
Polishing Decision-Based Adversarial Noise With a Customized Sampling
CVPR 2020
Curls & Whey: Boosting Black-Box Adversarial Attacks
CVPR 2019