Xiaoxiao Li

FedRE: A Representation Entanglement Framework for Model-Heterogeneous Federated Learning CVPR 2026 For-Value: Efficient Forward-Only Data Valuation for finetuning LLMs and VLMs ACL 2026 TreeBridge: Aligning LLM Embeddings in Industrial Recommender Systems AAAI 2026 Can Textual Gradient Work in Federated Learning? ICLR 2025 Commute Graph Neural Networks ICML 2025 Cross-attention and Self-attention for Audio-visual Speaker Diarization in MISP-Meeting Challenge Interspeech 2025 DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Models ICLR 2025 Federated Causally Invariant Feature Learning AAAI 2025 Federated Representation Angle Learning ICCV 2025 GMValuator: Similarity-based Data Valuation for Generative Models ICLR 2025 Multi-Session Budget Optimization for Forward Auction-based Federated Learning ICML 2025 pFedES: Generalized Proxy Feature Extractor Sharing for Model Heterogeneous Personalized Federated Learning AAAI 2025 PTCMIL: Multiple Instance Learning via Prompt Token Clustering for Whole Slide Image Analysis MICCAI 2025 S4M: S4 for multivariate time series forecasting with Missing values ICLR 2025 Segmenting Vessels Encapsulating Tumor Clusters via Fine-Grained Visual Prompt MICCAI 2025 Speaker Diarization with Overlapping Community Detection Using Graph Attention Networks and Label Propagation Algorithm Interspeech 2025 A Bias-Free Revenue-Maximizing Bidding Strategy for Data Consumers in Auction-based Federated Learning IJCAI 2024 Debiased Noise Editing on Foundation Models for Fair Medical Image Classification MICCAI 2024 Dual Calibration-based Personalised Federated Learning IJCAI 2024 FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models NeurIPS 2024 FedCal: Achieving Local and Global Calibration in Federated Learning via Aggregated Parameterized Scaler ICML 2024 Federated Learning with Local Openset Noisy Labels ECCV 2024 Federated Model Heterogeneous Matryoshka Representation Learning NeurIPS 2024 FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning IJCAI 2024 Heterogeneous Personalized Federated Learning by Local-Global Updates Mixing via Convergence Rate ICLR 2024 Heteroscedastic Uncertainty Estimation Framework for Unsupervised Registration MICCAI 2024 Intelligent Agents for Auction-based Federated Learning: A Survey IJCAI 2024 Learning High-Order Relationships of Brain Regions ICML 2024 Local Superior Soups: A Catalyst for Model Merging in Cross-Silo Federated Learning NeurIPS 2024 Overcoming Data and Model heterogeneities in Decentralized Federated Learning via Synthetic Anchors ICML 2024 Patch-Slide Discriminative Joint Learning for Weakly-Supervised Whole Slide Image Representation and Classification MICCAI 2024 Sample Quality Heterogeneity-aware Federated Causal Discovery through Adaptive Variable Space Selection IJCAI 2024 Unlocking the Potential of Prompt-Tuning in Bridging Generalized and Personalized Federated Learning CVPR 2024 Federated Adversarial Learning: A Framework with Convergence Analysis ICML 2023 PerFedMask: Personalized Federated Learning with Optimized Masking Vectors ICLR 2023 Evaluating Explainable AI on a Multi-Modal Medical Imaging Task: Can Existing Algorithms Fulfill Clinical Requirements? AAAI 2022 Exploring Resolution and Degradation Clues As Self-Supervised Signal for Low Quality Object Detection ECCV 2022 Federated Learning from Only Unlabeled Data with Class-conditional-sharing Clients ICLR 2022 SCaLa: Supervised Contrastive Learning for End-to-End Speech Recognition Interspeech 2022 FedBN: Federated Learning on Non-IID Features via Local Batch Normalization ICLR 2021 FL-NTK: A Neural Tangent Kernel-based Framework for Federated Learning Analysis ICML 2021 On InstaHide, Phase Retrieval, and Sparse Matrix Factorization ICLR 2021 Subgraph Federated Learning with Missing Neighbor Generation NeurIPS 2021 Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE ICML 2020 Knowledge Distillation Meets Self-Supervision ECCV 2020 Deep Flow-Guided Video Inpainting CVPR 2019 Hybrid Task Cascade for Instance Segmentation CVPR 2019 Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation ECCV 2018 Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade CVPR 2017 Semantic Image Segmentation via Deep Parsing Network ICCV 2015