Xi Peng

AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora ACL 2026 Bootstrapping Multi-view Learning for Test-time Noisy Correspondence CVPR 2026 Conditional Distribution Learning for Graph Classification AAAI 2026 Endowing Vision-Language Models with System 2 Thinking for Fine-grained Visual Recognition AAAI 2026 Inside-Out: Measuring Generalization in Vision Transformers Through Inner Workings CVPR 2026 Learning Beyond Domains: Misleading Prompts and Pseudo-Label Contrast for Text Domain Generalization AAAI 2026 Next-Scale Prediction: A Self-Supervised Approach for Real-World Image Denoising CVPR 2026 Robust Semi-paired Multimodal Learning for Cross-modal Retrieval AAAI 2026 Semantic-Consistent Bidirectional Contrastive Hashing for Noisy Multi-Label Cross-Modal Retrieval AAAI 2026 Beyond Accuracy: On the Effects of Fine-Tuning Towards Vision-Language Model’s Prediction Rationality AAAI 2025 Cross-View Graph Consistency Learning for Invariant Graph Representations AAAI 2025 Deep Evidential Hashing for Trustworthy Cross-Modal Retrieval AAAI 2025 Deep Fuzzy Multi-view Learning for Reliable Classification ICML 2025 Deep Unsupervised Hashing via External Guidance ICML 2025 Detecting Open World Objects via Partial Attribute Assignment CVPR 2025 Disentangling Multi-view Representations via Curriculum Learning with Learnable Prior IJCAI 2025 Human-centered Interactive Learning via MLLMs for Text-to-Image Person Re-identification CVPR 2025 Interpretable Failure Detection with Human-Level Concepts AAAI 2025 Learning Robust Multi-view Representation Using Dual-masked VAEs IJCAI 2025 Learning with Noisy Triplet Correspondence for Composed Image Retrieval CVPR 2025 LLaVA-ReID: Selective Multi-image Questioner for Interactive Person Re-Identification ICML 2025 MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration CVPR 2025 Probabilistic Multimodal Learning with von Mises-Fisher Distributions IJCAI 2025 Structure-informed Risk Minimization for Robust Ensemble Learning ICML 2025 Test-time Adaptation for Cross-modal Retrieval with Query Shift ICLR 2025 Visual Abstraction: A Plug-and-Play Approach for Text-Visual Retrieval ICML 2025 "Why Is There a Tumor?": Tell Me the Reason, Show Me the Evidence ICML 2025 AverNet: All-in-one Video Restoration for Time-varying Unknown Degradations NeurIPS 2024 Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales NeurIPS 2024 Beyond the Federation: Topology-aware Federated Learning for Generalization to Unseen Clients ICML 2024 DEAL: Disentangle and Localize Concept-level Explanations for VLMs ECCV 2024 Decoupled Contrastive Multi-View Clustering with High-Order Random Walks AAAI 2024 Ensemble Pruning for Out-of-distribution Generalization ICML 2024 Image Clustering with External Guidance ICML 2024 Interactive Deep Clustering via Value Mining NeurIPS 2024 Multi-granularity Correspondence Learning from Long-term Noisy Videos ICLR 2024 Noisy-Correspondence Learning for Text-to-Image Person Re-identification CVPR 2024 Out-Of-Distribution Detection with Diversification (Provably) NeurIPS 2024 PrefAce: Face-Centric Pretraining with Self-Structure Aware Distillation AAAI 2024 Robust Contrastive Multi-view Clustering against Dual Noisy Correspondence NeurIPS 2024 SeafloorAI: A Large-scale Vision-Language Dataset for Seafloor Geological Survey NeurIPS 2024 Test-time Adaptation against Multi-modal Reliability Bias ICLR 2024 Test-Time Degradation Adaptation for Open-Set Image Restoration ICML 2024 Are Data-Driven Explanations Robust Against Out-of-Distribution Data? CVPR 2023 Comprehensive and Delicate: An Efficient Transformer for Image Restoration CVPR 2023 Cross-modal Active Complementary Learning with Self-refining Correspondence NeurIPS 2023 Deep Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and Metric CVPR 2023 Deep Multiview Clustering by Contrasting Cluster Assignments ICCV 2023 dugMatting: Decomposed-Uncertainty-Guided Matting ICML 2023 Graph Matching with Bi-level Noisy Correspondence ICCV 2023 Incomplete Multi-view Clustering via Prototype-based Imputation IJCAI 2023 Knowledge-Constrained Answer Generation for Open-Ended Video Question Answering AAAI 2023 Learning from Semantic Alignment between Unpaired Multiviews for Egocentric Video Recognition ICCV 2023 Provable Dynamic Fusion for Low-Quality Multimodal Data ICML 2023 Rethinking Image Super Resolution From Long-Tailed Distribution Learning Perspective CVPR 2023 Robust Domain Adaptation for Machine Reading Comprehension AAAI 2023 RONO: Robust Discriminative Learning With Noisy Labels for 2D-3D Cross-Modal Retrieval CVPR 2023 Topology-aware Robust Optimization for Out-of-Distribution Generalization ICLR 2023 All-in-One Image Restoration for Unknown Corruption CVPR 2022 Are Multimodal Transformers Robust to Missing Modality? CVPR 2022 Improve Interpretability of Neural Networks via Sparse Contrastive Coding EMNLP 2022 Learning With Twin Noisy Labels for Visible-Infrared Person Re-Identification CVPR 2022 Multi-Scale Adaptive Network for Single Image Denoising NeurIPS 2022 Self-Guidance: Improve Deep Neural Network Generalization via Knowledge Distillation WACV 2022 Symmetry and Uncertainty-Aware Object SLAM for 6DoF Object Pose Estimation CVPR 2022 XAI Beyond Classification: Interpretable Neural Clustering JMLR 2022 Adapting Wireless Mesh Network Configuration from Simulation to Reality via Deep Learning based Domain Adaptation NSDI 2021 A Good Image Generator Is What You Need for High-Resolution Video Synthesis ICLR 2021 COMPLETER: Incomplete Multi-View Clustering via Contrastive Prediction CVPR 2021 Contrastive Clustering AAAI 2021 Learning Cross-Modal Retrieval With Noisy Labels CVPR 2021 Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization CVPR 2021 Learning with Noisy Correspondence for Cross-modal Matching NeurIPS 2021 OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization AAAI 2021 Partially View-Aligned Representation Learning With Noise-Robust Contrastive Loss CVPR 2021 SMIL: Multimodal Learning with Severely Missing Modality AAAI 2021 Uncertainty-Guided Model Generalization to Unseen Domains CVPR 2021 CLEARER: Multi-Scale Neural Architecture Search for Image Restoration NeurIPS 2020 Knowledge As Priors: Cross-Modal Knowledge Generalization for Datasets Without Superior Knowledge CVPR 2020 Learning to Learn Single Domain Generalization CVPR 2020 Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness NeurIPS 2020 Partially View-aligned Clustering NeurIPS 2020 Semi-Supervised Multi-Modal Learning with Balanced Spectral Decomposition AAAI 2020 AdaTransform: Adaptive Data Transformation ICCV 2019 COMIC: Multi-view Clustering Without Parameter Selection ICML 2019 Low-Rank Tensor Completion With a New Tensor Nuclear Norm Induced by Invertible Linear Transforms CVPR 2019 Multi-view Spectral Clustering Network IJCAI 2019 Reciprocal Multi-Layer Subspace Learning for Multi-View Clustering ICCV 2019 Rethinking Kernel Methods for Node Representation Learning on Graphs NeurIPS 2019 Semantic Graph Convolutional Networks for 3D Human Pose Regression CVPR 2019 Semantic-Guided Multi-Attention Localization for Zero-Shot Learning NeurIPS 2019 Singe Image Rain Removal with Unpaired Information: A Differentiable Programming Perspective AAAI 2019 A Generative Adversarial Approach for Zero-Shot Learning From Noisy Texts CVPR 2018 CR-GAN: Learning Complete Representations for Multi-view Generation IJCAI 2018 DehazeGAN: When Image Dehazing Meets Differential Programming IJCAI 2018 Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation CVPR 2018 Learning to Forecast and Refine Residual Motion for Image-to-Video Generation ECCV 2018 Quantized Densely Connected U-Nets for Efficient Landmark Localization ECCV 2018 Reconstruction-Based Disentanglement for Pose-Invariant Face Recognition ICCV 2017 Deep Subspace Clustering with Sparsity Prior IJCAI 2016 Generalized Transitive Distance with Minimum Spanning Random Forest IJCAI 2015 PIEFA: Personalized Incremental and Ensemble Face Alignment ICCV 2015 Scalable Sparse Subspace Clustering CVPR 2013