conftrace_

collaborative inference

16 papers

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Also known as

CI

Co-occurring keywords

model inversion attack (33) privacy protection (162) adversarial representation learning (10) distributed computing (98) model partitioning (2) privacy-preserving encoding (2) local lipschitz constant (2) sensitive feature distillation (1) feature subsetting (1) data leakage prevention (1)

Papers

Leveraging Sparsity for Privacy in Collaborative Inference WACV 2026
Collaborative LLM Numerical Reasoning with Local Data Protection AAAI 2026
Speculative End-Turn Detector for Efficient Speech Chatbot Assistant ACL 2026
SpecCoT: Accelerating Chain-of-Thought Reasoning through Speculative Exploration EMNLP 2025
Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems CVPR 2025
Reimagining Mutual Information for Enhanced Defense against Data Leakage in Collaborative Inference NIPS 2024
PATROL: Privacy-Oriented Pruning for Collaborative Inference Against Model Inversion Attacks WACV 2024
Collaborative Causal Inference with Fair Incentives ICML 2023
Posthoc privacy guarantees for collaborative inference with modified Propose-Test-Release NIPS 2023
Petals: Collaborative Inference and Fine-tuning of Large Models ACL 2023
CoPur: Certifiably Robust Collaborative Inference via Feature Purification NIPS 2022
Measuring Data Reconstruction Defenses in Collaborative Inference Systems NIPS 2022
MLink: Linking Black-Box Models for Collaborative Multi-Model Inference AAAI 2022
SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning NIPS 2021
The Statistical Performance of Collaborative Inference JMLR 2016
Robust Multimodal Graph Matching: Sparse Coding Meets Graph Matching NIPS 2013