Fengxiang He

DICE: Data Influence Cascade in Decentralized Learning ICLR 2025 Human-Imperceptible, Machine-Recognizable Images IJCAI 2025 Task-Aware Clustering for Prompting Vision-Language Models CVPR 2025 Adaptive Time-Stepping Schedules for Diffusion Models UAI 2024 Convergence of Bayesian Bilevel Optimization ICLR 2024 $E(2)$-Equivariant Vision Transformer UAI 2023 Class-Aware Patch Embedding Adaptation for Few-Shot Image Classification ICCV 2023 Decentralized SGD and Average-direction SAM are Asymptotically Equivalent ICML 2023 Improving Heterogeneous Model Reuse by Density Estimation IJCAI 2023 Learning to Generalize Provably in Learning to Optimize AISTATS 2023 Reject Decoding via Language-Vision Models for Text-to-Image Synthesis AAAI 2023 Tilted Sparse Additive Models ICML 2023 Adversarial Auto-Augment with Label Preservation: A Representation Learning Principle Guided Approach NeurIPS 2022 Benefits of Permutation-Equivariance in Auction Mechanisms NeurIPS 2022 Bridged Transformer for Vision and Point Cloud 3D Object Detection CVPR 2022 DisPFL: Towards Communication-Efficient Personalized Federated Learning via Decentralized Sparse Training ICML 2022 Huber Additive Models for Non-stationary Time Series Analysis ICLR 2022 Knowledge Removal in Sampling-based Bayesian Inference ICLR 2022 Robust Unlearnable Examples: Protecting Data Privacy Against Adversarial Learning ICLR 2022 Self-paced Supervision for Multi-source Domain Adaptation IJCAI 2022 Siamese Network with Interactive Transformer for Video Object Segmentation AAAI 2022 Text-to-Image Synthesis Based on Object-Guided Joint-Decoding Transformer CVPR 2022 Topology-aware Generalization of Decentralized SGD ICML 2022 Visual Semantics Allow for Textual Reasoning Better in Scene Text Recognition AAAI 2022 VITA: A Multi-Source Vicinal Transfer Augmentation Method for Out-of-Distribution Generalization AAAI 2022 When to Update Your Model: Constrained Model-based Reinforcement Learning NeurIPS 2022 Tighter Generalization Bounds for Iterative Differentially Private Learning Algorithms UAI 2021 Piecewise linear activations substantially shape the loss surfaces of neural networks ICLR 2020 Understanding Generalization in Recurrent Neural Networks ICLR 2020 Collect and Select: Semantic Alignment Metric Learning for Few-Shot Learning ICCV 2019 Control Batch Size and Learning Rate to Generalize Well: Theoretical and Empirical Evidence NeurIPS 2019 Fast Spatio-Temporal Residual Network for Video Super-Resolution CVPR 2019 Progressive Reconstruction of Visual Structure for Image Inpainting ICCV 2019