conftrace_

heterogeneous datum

119 papers

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Co-occurring keywords

federated learning (1333) distributed learning (563) representation learning (6206) data heterogeneity (115) domain adaptation (4595) large language model (13587) model aggregation (156) knowledge distillation (3725) client-server architecture (44) communication efficiency (297)

Papers

Heterogeneous Aligned Fusion for Survival Classification with Missing Modalities MIDL 2026
Evidence-Driven Reasoning for Industrial Maintenance Using Heterogeneous Data ACL 2026
Format as a Prior: Quantifying and Analyzing Bias in LLMs for Heterogeneous Data AAAI 2026
ICAD-LLM: One-for-All Anomaly Detection via In-Context Learning with Large Language Models AAAI 2026
FedMABench: Benchmarking Mobile GUI Agents on Decentralized Heterogeneous User Data EMNLP 2025
Towards Robust and Efficient Federated Low-Rank Adaptation with Heterogeneous Clients ACL 2025
An Effective Incorporating Heterogeneous Knowledge Curriculum Learning for Sequence Labeling ACL 2025
Enhancing the Performance of Global Model by Improving the Adaptability of Local Models in Federated Learning IJCAI 2025
pFedGPA: Diffusion-based Generative Parameter Aggregation for Personalized Federated Learning AAAI 2025
Federated Foundation Models on Heterogeneous Time Series AAAI 2025
Recursive Question Understanding for Complex Question Answering over Heterogeneous Personal Data ACL 2025
FLSeg: Enhancing Privacy and Robustness in Federated Learning under Heterogeneous Data via Model Segmentation ICCV 2025
Mean Aggregator is More Robust than Robust Aggregators under Label Poisoning Attacks on Distributed Heterogeneous Data JMLR 2025
Sharp Bounds for Sequential Federated Learning on Heterogeneous Data JMLR 2025
PFLlib: A Beginner-Friendly and Comprehensive Personalized Federated Learning Library and Benchmark JMLR 2025
Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities WACV 2025
COME: Dual Structure-Semantic Learning with Collaborative MoE for Universal Lesion Detection Across Heterogeneous Ultrasound Datasets ICCV 2025
AIR-Bench: Automated Heterogeneous Information Retrieval Benchmark ACL 2025
FedAPA: Server-side Gradient-Based Adaptive Personalized Aggregation for Federated Learning on Heterogeneous Data IJCAI 2025
Population Normalization for Federated Learning CVPR 2025
Overcoming Heterogeneous Data in Federated Medical Vision-Language Pre-training: A Triple-Embedding Model Selector Approach AAAI 2025
Federated Prompt-Tuning with Heterogeneous and Incomplete Multimodal Client Data ICCV 2025
Class-Wise Federated Averaging for Efficient Personalization ICCV 2025
ICE-T: Interactions-aware Cross-column Contrastive Embedding for Heterogeneous Tabular Datasets AAAI 2025
Declarative Techniques for NL Queries over Heterogeneous Data EMNLP 2025