← Authors

Ran He

81 papers · 2013–2026 · 10 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (12) πŸ—ΊοΈ Taxonomy Completionist (106) 🌍 Conference Polyglot (10) 🌈 Renaissance Researcher (10) 🐝 Cross-Pollinator (9) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏠 Conference Loyalist (23) 🀝 Dynamic Duo (25) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ‘₯ Mega-Team (21) πŸ”¬ Deep Specialist (11) 🧬 Topic Evolution πŸ† Keyword Champion (3) ⚑ Prolific Year (9) ❓ The Questioner (3) πŸ“ˆ Trend Setter πŸ’Ž Century Club (80) πŸ”₯ Unstoppable (10) πŸ—ƒοΈ Keyword Collector (296) πŸš€ Conference Pioneer

Conferences

CVPR (23) ICCV (14) NIPS (12) AAAI (8) ICLR (7) IJCAI (6) ECCV (5) ACL (3) ICML (2) EMNLP (1)

Top co-authors

Huaibo Huang (25) Jian Liang (19) Tieniu Tan (15) Zhenan Sun (13) Jie Cao (12) Chaoyou Fu (9) Xiang Wu (8) Yibo Hu (8) Zilei Wang (7) Lijun Sheng (6)

Research topics

Privacy (1)

Keywords

domain adaptation (9) vision transformer (7) image generation (7) large language model (6) generative adversarial network (6) image classification (5) multimodal learning (5) vision-language model (5) disentangled representation (4) face recognition (4) diffusion model (4) transfer learning (4) variational autoencoder (3) latent space (3) knowledge distillation (3) metric learning (3) backdoor attack (3) semantic segmentation (3) generative model (3) variational inference (3)

Papers

CoGrad3D: Spatially-Coupled Timestep Optimization with Orthogonal Gradient Fusion for 3D Generation AAAI 2026
Semantic Equitable Clustering: A Simple and Effective Strategy for Clustering Vision Tokens ICCV 2025
Exploring Vacant Classes in Label-Skewed Federated Learning AAAI 2025
Protecting Model Adaptation from Trojans in the Unlabeled Data AAAI 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
Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory ACL 2025
Rectifying Magnitude Neglect in Linear Attention ICCV 2025
InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning EMNLP 2025
LoRA-Pro: Are Low-Rank Adapters Properly Optimized? ICLR 2025
Breaking Mental Set to Improve Reasoning through Diverse Multi-Agent Debate ICLR 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 the Low-Rank Dilemma of Linear Attention CVPR 2025
Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis CVPR 2025
Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer CVPR 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
InfiMM: Advancing Multimodal Understanding with an Open-Sourced Visual Language Model 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
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
Mind the Label Shift of Augmentation-Based Graph OOD Generalization CVPR 2023
Lightweight Vision Transformer with Bidirectional Interaction NIPS 2023
Pluralistic Aging Diffusion Autoencoder ICCV 2023
TALL: Thumbnail Layout for Deepfake Video Detection ICCV 2023
Learning-to-Rank Meets Language: Boosting Language-Driven Ordering Alignment for Ordinal Classification NIPS 2023
Are You Stealing My Model? Sample Correlation for Fingerprinting Deep Neural Networks NIPS 2022
Improving Subgraph Recognition With Variational Graph Information Bottleneck CVPR 2022
Interact, Embed, and EnlargE: Boosting Modality-Specific Representations for Multi-Modal Person Re-identification AAAI 2022
DINE: Domain Adaptation From Single and Multiple Black-Box Predictors CVPR 2022
Rethinking Image Cropping: Exploring Diverse Compositions From Global Views CVPR 2022
Few-Shot Backdoor Defense Using Shapley Estimation CVPR 2022
Orthogonal Transformer: An Efficient Vision Transformer Backbone with Token Orthogonalization NIPS 2022
FaceInpainter: High Fidelity Face Adaptation to Heterogeneous Domains 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
Memory Oriented Transfer Learning for Semi-Supervised Image Deraining CVPR 2021
Pareidolia Face Reenactment CVPR 2021
Invisible Backdoor Attack With Sample-Specific Triggers ICCV 2021
ReMix: Towards Image-to-Image Translation With Limited Data CVPR 2021
Information Bottleneck Disentanglement for Identity Swapping CVPR 2021
PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer CVPR 2020
Arbitrary Talking Face Generation via Attentional Audio-Visual Coherence Learning IJCAI 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
AOT: Appearance Optimal Transport Based Identity Swapping for Forgery Detection NIPS 2020
Cross-Spectral Face Hallucination via Disentangling Independent Factors CVPR 2020
GP-NAS: Gaussian Process Based Neural Architecture Search CVPR 2020
Geometry-Aware Face Completion and Editing AAAI 2019
Visual-Semantic Graph Reasoning for Pedestrian Attribute Recognition AAAI 2019
M2FPA: A Multi-Yaw Multi-Pitch High-Quality Dataset and Benchmark for Facial Pose Analysis ICCV 2019
Make a Face: Towards Arbitrary High Fidelity Face Manipulation ICCV 2019
Disentangled Variational Representation for Heterogeneous Face Recognition AAAI 2019
Pose-preserving Cross Spectral Face Hallucination IJCAI 2019
Neurons Merging Layer: Towards Progressive Redundancy Reduction for Deep Supervised Hashing IJCAI 2019
Dual Variational Generation for Low Shot Heterogeneous Face Recognition NIPS 2019
Distant Supervised Centroid Shift: A Simple and Efficient Approach to Visual Domain Adaptation CVPR 2019
Pedestrian Attribute Recognition by Joint Visual-semantic Reasoning and Knowledge Distillation IJCAI 2019
An Appearance-and-Structure Fusion Network for Object Viewpoint Estimation IJCAI 2018
IntroVAE: Introspective Variational Autoencoders for Photographic Image Synthesis NIPS 2018
Pose-Guided Photorealistic Face Rotation CVPR 2018
Learning a High Fidelity Pose Invariant Model for High-resolution Face Frontalization NIPS 2018
Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis ICCV 2017
Deep Supervised Discrete Hashing NIPS 2017
Wavelet-SRNet: A Wavelet-Based CNN for Multi-Scale Face Super Resolution 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