Ran He

CoGrad3D: Spatially-Coupled Timestep Optimization with Orthogonal Gradient Fusion for 3D Generation AAAI 2026 What If Consensus Lies? Selective-Complementary Reinforcement Learning at Test Time ACL 2026 Protecting Model Adaptation from Trojans in the Unlabeled Data AAAI 2025 Semantic Equitable Clustering: A Simple and Effective Strategy for Clustering Vision Tokens ICCV 2025 Breaking the Low-Rank Dilemma of Linear Attention CVPR 2025 Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory ACL 2025 Cooperative Pseudo Labeling for Unsupervised Federated Classification ICCV 2025 Towards Robust Defense against Customization via Protective Perturbation Resistant to Diffusion-based Purification ICCV 2025 Rectifying Magnitude Neglect in Linear Attention ICCV 2025 LoRA-Pro: Are Low-Rank Adapters Properly Optimized? ICLR 2025 InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning EMNLP 2025 Do We Really Need Curated Malicious Data for Safety Alignment in Multi-modal Large Language Models? CVPR 2025 R-TPT: Improving Adversarial Robustness of Vision-Language Models through Test-Time Prompt Tuning CVPR 2025 Breaking Mental Set to Improve Reasoning through Diverse Multi-Agent Debate ICLR 2025 Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis CVPR 2025 Exploring Vacant Classes in Label-Skewed Federated Learning AAAI 2025 InfiMM: Advancing Multimodal Understanding with an Open-Sourced Visual Language Model ACL 2024 Visual Anchors Are Strong Information Aggregators For Multimodal Large Language Model NIPS 2024 Hallo3D: Multi-Modal Hallucination Detection and Mitigation for Consistent 3D Content Generation NIPS 2024 Not Just Object, But State: Compositional Incremental Learning without Forgetting NIPS 2024 Heterogeneous Test-Time Training for Multi-Modal Person Re-identification AAAI 2024 DeVAn: Dense Video Annotation for Video-Language Models ACL 2024 Multimodal Prompt Perceiver: Empower Adaptiveness Generalizability and Fidelity for All-in-One Image Restoration CVPR 2024 Backdoor Defense via Test-Time Detecting and Repairing CVPR 2024 RMT: Retentive Networks Meet Vision Transformers CVPR 2024 Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer CVPR 2024 STAMP: Outlier-Aware Test-Time Adaptation with Stable Memory Replay ECCV 2024 Towards Eliminating Hard Label Constraints in Gradient Inversion Attacks ICLR 2024 ScaleCrafter: Tuning-free Higher-Resolution Visual Generation with Diffusion Models ICLR 2024 A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation ICLR 2024 THOUGHT PROPAGATION: AN ANALOGICAL APPROACH TO COMPLEX REASONING WITH LARGE LANGUAGE MODELS ICLR 2024 Realistic Unsupervised CLIP Fine-tuning with Universal Entropy Optimization ICML 2024 Connecting the Dots: Collaborative Fine-tuning for Black-Box Vision-Language Models ICML 2024 Learning-to-Rank Meets Language: Boosting Language-Driven Ordering Alignment for Ordinal Classification NIPS 2023 Pluralistic Aging Diffusion Autoencoder ICCV 2023 TALL: Thumbnail Layout for Deepfake Video Detection ICCV 2023 Mind the Label Shift of Augmentation-Based Graph OOD Generalization CVPR 2023 Lightweight Vision Transformer with Bidirectional Interaction NIPS 2023 Few-Shot Backdoor Defense Using Shapley Estimation CVPR 2022 Are You Stealing My Model? Sample Correlation for Fingerprinting Deep Neural Networks NIPS 2022 DINE: Domain Adaptation From Single and Multiple Black-Box Predictors CVPR 2022 Interact, Embed, and EnlargE: Boosting Modality-Specific Representations for Multi-Modal Person Re-identification AAAI 2022 Orthogonal Transformer: An Efficient Vision Transformer Backbone with Token Orthogonalization NIPS 2022 Improving Subgraph Recognition With Variational Graph Information Bottleneck CVPR 2022 Rethinking Image Cropping: Exploring Diverse Compositions From Global Views CVPR 2022 FaceInpainter: High Fidelity Face Adaptation to Heterogeneous Domains CVPR 2021 Invisible Backdoor Attack With Sample-Specific Triggers ICCV 2021 Memory Oriented Transfer Learning for Semi-Supervised Image Deraining CVPR 2021 Pareidolia Face Reenactment CVPR 2021 ReMix: Towards Image-to-Image Translation With Limited Data CVPR 2021 Information Bottleneck Disentanglement for Identity Swapping CVPR 2021 Graph Information Bottleneck for Subgraph Recognition ICLR 2021 CM-NAS: Cross-Modality Neural Architecture Search for Visible-Infrared Person Re-Identification ICCV 2021 GP-NAS: Gaussian Process Based Neural Architecture Search CVPR 2020 Hierarchical Face Aging through Disentangled Latent Characteristics ECCV 2020 A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation ECCV 2020 TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search ECCV 2020 Informative Sample Mining Network for Multi-Domain Image-to-Image Translation ECCV 2020 Arbitrary Talking Face Generation via Attentional Audio-Visual Coherence Learning IJCAI 2020 AOT: Appearance Optimal Transport Based Identity Swapping for Forgery Detection NIPS 2020 Cross-Spectral Face Hallucination via Disentangling Independent Factors CVPR 2020 PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer CVPR 2020 Visual-Semantic Graph Reasoning for Pedestrian Attribute Recognition AAAI 2019 Make a Face: Towards Arbitrary High Fidelity Face Manipulation ICCV 2019 Geometry-Aware Face Completion and Editing AAAI 2019 M2FPA: A Multi-Yaw Multi-Pitch High-Quality Dataset and Benchmark for Facial Pose Analysis ICCV 2019 Distant Supervised Centroid Shift: A Simple and Efficient Approach to Visual Domain Adaptation CVPR 2019 Dual Variational Generation for Low Shot Heterogeneous Face Recognition NIPS 2019 Disentangled Variational Representation for Heterogeneous Face Recognition AAAI 2019 Pedestrian Attribute Recognition by Joint Visual-semantic Reasoning and Knowledge Distillation IJCAI 2019 Pose-preserving Cross Spectral Face Hallucination IJCAI 2019 Neurons Merging Layer: Towards Progressive Redundancy Reduction for Deep Supervised Hashing IJCAI 2019 An Appearance-and-Structure Fusion Network for Object Viewpoint Estimation IJCAI 2018 Learning a High Fidelity Pose Invariant Model for High-resolution Face Frontalization NIPS 2018 IntroVAE: Introspective Variational Autoencoders for Photographic Image Synthesis NIPS 2018 Pose-Guided Photorealistic Face Rotation CVPR 2018 Wavelet-SRNet: A Wavelet-Based CNN for Multi-Scale Face Super Resolution ICCV 2017 Deep Supervised Discrete Hashing NIPS 2017 Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis ICCV 2017 Group-Invariant Cross-Modal Subspace Learning IJCAI 2016 Robust Subspace Clustering via Half-Quadratic Minimization ICCV 2013 Learning Coupled Feature Spaces for Cross-Modal Matching ICCV 2013