Simin Chen
13 papers · 2022–2026 · 8 venues · across top CS/AI venues
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (31) 🐣 Hot Topic Early Bird 💎 Century Club · Bronze
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Artificial Intelligence
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Learning Types · Deep Learning
(4)
Natural Language Processing
(2)
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Computer Vision
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Speech & Audio
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Keywords
adversarial attack
(6)
federated learning
(2)
vision-language model
(2)
computational cost
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efficiency robustness
(2)
backdoor attack
(2)
adversarial perturbation
(2)
data contamination
(2)
neural network
(2)
large language model
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feature extraction
(1)
efficient computing
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early exit
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attribute recognition
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dynamic routing
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multi-task learning
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automatic speech recognition
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data heterogeneity
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visual grounding
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benchmark evaluation
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Papers
Bridging Optimization and Neural Networks for Efficient Multi-view Clustering
AAAI 2026
FedRE: A Representation Entanglement Framework for Model-Heterogeneous Federated Learning
CVPR 2026
IAG: Input-aware Backdoor Attack on VLM-based Visual Grounding
CVPR 2026
Benchmarking Large Language Models Under Data Contamination: A Survey from Static to Dynamic Evaluation
EMNLP 2025
DyCodeEval: Dynamic Benchmarking of Reasoning Capabilities in Code Large Language Models Under Data Contamination
ICML 2025
FDPT: Federated Discrete Prompt Tuning for Black-Box Visual-Language Models
ICCV 2025
VLMInferSlow: Evaluating the Efficiency Robustness of Large Vision-Language Models as a Service
ACL 2025
Dynamic Transformers Provide a False Sense of Efficiency
ACL 2023
Sibling-Attack: Rethinking Transferable Adversarial Attacks Against Face Recognition
CVPR 2023
SlothSpeech: Denial-of-service Attack Against Speech Recognition Models
Interspeech 2023
The Dark Side of Dynamic Routing Neural Networks: Towards Efficiency Backdoor Injection
CVPR 2023
Learn to Reverse DNNs from AI Programs Automatically
IJCAI 2022
NICGSlowDown: Evaluating the Efficiency Robustness of Neural Image Caption Generation Models
CVPR 2022