← Authors

Shouhong Ding

86 papers · 2020–2026 · 8 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (8) 🐝 Cross-Pollinator (14) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (9) πŸƒ Academic Marathon (5) πŸ—ΊοΈ Taxonomy Completionist (102) 🏠 Conference Loyalist (25) 🀝 Dynamic Duo (30) πŸ† Grand Slam πŸ”¬ Deep Specialist (20) 🧬 Topic Evolution πŸ† Keyword Champion (3) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (295) πŸ”₯ Unstoppable (6) πŸ’Ž Century Club (82) ⚑ Prolific Year (18)

Conferences

CVPR (25) AAAI (19) ECCV (13) ICCV (9) NIPS (8) ICML (6) IJCAI (4) ICLR (2)

Top co-authors

Taiping Yao (31) Lizhuang Ma (18) Ruixin Zhang (13) Ke Yan (12) Bo Li (12) Shen Chen (12) Shuang Wu (12) Yuge Huang (11) Rongrong Ji (10) Ke-Yue Zhang (9)

Research topics

Privacy (3)

Keywords

face recognition (13) diffusion model (9) domain generalization (9) adversarial attack (8) knowledge distillation (7) face anti-spoofing (7) deepfake detection (6) face forgery detection (6) adversarial example (5) model compression (5) identity preservation (4) biometric recognition (4) representation learning (4) contrastive learning (4) feature alignment (4) transfer learning (4) image generation (4) anomaly detection (4) adversarial robustness (4) frequency domain (4)

Papers

DΒ²Pruner: Debiased Importance and Structural Diversity for MLLM Token Pruning AAAI 2026
GloTok: Global Perspective Tokenizer for Image Reconstruction and Generation AAAI 2026
TripleFDS: Triple Feature Disentanglement and Synthesis for Scene Text Editing AAAI 2026
LSAP-PV: High-Fidelity Palm Vein Image Synthesis via Layered Spectral Absorption Projection-Guided Diffusion Model AAAI 2026
ROD-MLLM: Towards More Reliable Object Detection in Multimodal Large Language Models CVPR 2025
AIGI-Holmes: Towards Explainable and Generalizable AI-Generated Image Detection via Multimodal Large Language Models ICCV 2025
Data Synthesis with Diverse Styles for Face Recognition via 3DMM-Guided Diffusion CVPR 2025
Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning CVPR 2025
Antidote: A Unified Framework for Mitigating LVLM Hallucinations in Counterfactual Presupposition and Object Perception CVPR 2025
Diff-Palm: Realistic Palmprint Generation with Polynomial Creases and Intra-Class Variation Controllable Diffusion Models CVPR 2025
EyeSeg: An Uncertainty-Aware Eye Segmentation Framework for AR/VR IJCAI 2025
Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection ICML 2025
Towards Rationale-Answer Alignment of LVLMs via Self-Rationale Calibration ICML 2025
Instruct Where the Model Fails: Generative Data Augmentation via Guided Self-contrastive Fine-tuning AAAI 2025
PVTree: Realistic and Controllable Palm Vein Generation for Recognition Tasks AAAI 2025
SlerpFace: Face Template Protection via Spherical Linear Interpolation AAAI 2025
Large Continual Instruction Assistant ICML 2025
PiD: Generalized AI-Generated Images Detection with Pixelwise Decomposition Residuals ICML 2025
ToVE: Efficient Vision-Language Learning via Knowledge Transfer from Vision Experts ICLR 2025
UIFace: Unleashing Inherent Model Capabilities to Enhance Intra-Class Diversity in Synthetic Face Recognition ICLR 2025
From Enhancement to Understanding: Build a Generalized Bridge for Low-light Vision via Semantically Consistent Unsupervised Fine-tuning ICCV 2025
Unified Adversarial Augmentation for Improving Palmprint Recognition ICCV 2025
Fuse Before Transfer: Knowledge Fusion for Heterogeneous Distillation ICCV 2025
Stylized-Face: A Million-level Stylized Face Dataset for Face Recognition ICCV 2025
Privacy-Preserving Face Recognition Using Trainable Feature Subtraction CVPR 2024
Model Tailor: Mitigating Catastrophic Forgetting in Multi-modal Large Language Models ICML 2024
SDPose: Tokenized Pose Estimation via Circulation-Guide Self-Distillation CVPR 2024
Re-thinking Data Availability Attacks Against Deep Neural Networks CVPR 2024
TF-FAS: Twofold-Element Fine-Grained Semantic Guidance for Generalizable Face Anti-Spoofing ECCV 2024
Anchor-based Robust Finetuning of Vision-Language Models CVPR 2024
LaRE^2: Latent Reconstruction Error Based Method for Diffusion-Generated Image Detection CVPR 2024
Test-Time Domain Generalization for Face Anti-Spoofing CVPR 2024
Enhancing Tampered Text Detection through Frequency Feature Fusion and Decomposition ECCV 2024
DF40: Toward Next-Generation Deepfake Detection NIPS 2024
Domain-Hallucinated Updating for Multi-Domain Face Anti-spoofing AAAI 2024
PCE-Palm: Palm Crease Energy Based Two-Stage Realistic Pseudo-Palmprint Generation AAAI 2024
HDMixer: Hierarchical Dependency with Extendable Patch for Multivariate Time Series Forecasting AAAI 2024
MmAP: Multi-Modal Alignment Prompt for Cross-Domain Multi-Task Learning AAAI 2024
$\text{ID}^3$: Identity-Preserving-yet-Diversified Diffusion Models for Synthetic Face Recognition NIPS 2024
DiffusionFake: Enhancing Generalization in Deepfake Detection via Guided Stable Diffusion NIPS 2024
Rethinking Generalizable Face Anti-spoofing via Hierarchical Prototype-guided Distribution Refinement in Hyperbolic Space CVPR 2024
SAFE: Slow and Fast Parameter-Efficient Tuning for Continual Learning with Pre-Trained Models NIPS 2024
Rethinking the Learning Paradigm for Dynamic Facial Expression Recognition CVPR 2023
CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement NIPS 2023
Content-based Unrestricted Adversarial Attack NIPS 2023
Attack Can Benefit: An Adversarial Approach to Recognizing Facial Expressions under Noisy Annotations AAAI 2023
Delving into the Adversarial Robustness of Federated Learning AAAI 2023
Sibling-Attack: Rethinking Transferable Adversarial Attacks Against Face Recognition CVPR 2023
Instance-Aware Domain Generalization for Face Anti-Spoofing CVPR 2023
Probabilistic Knowledge Distillation of Face Ensembles CVPR 2023
DistilPose: Tokenized Pose Regression With Heatmap Distillation CVPR 2023
RPG-Palm: Realistic Pseudo-data Generation for Palmprint Recognition ICCV 2023
Contrastive Pseudo Learning for Open-World DeepFake Attribution ICCV 2023
Privacy-Preserving Face Recognition Using Random Frequency Components ICCV 2023
Hierarchical Contrastive Inconsistency Learning for Deepfake Video Detection ECCV 2022
An Information Theoretic Approach for Attention-Driven Face Forgery Detection ECCV 2022
Domain Adaptive Person Search ECCV 2022
Mutually Reinforcing Structure with Proposal Contrastive Consistency for Few-Shot Object Detection ECCV 2022
Entropy-Driven Sampling and Training Scheme for Conditional Diffusion Generation ECCV 2022
Generative Domain Adaptation for Face Anti-Spoofing ECCV 2022
Shape Matters: Deformable Patch Attack ECCV 2022
Feature Generation and Hypothesis Verification for Reliable Face Anti-spoofing AAAI 2022
Region-Aware Temporal Inconsistency Learning for DeepFake Video Detection IJCAI 2022
Delving into the Local: Dynamic Inconsistency Learning for DeepFake Video Detection AAAI 2022
Exploiting Fine-Grained Face Forgery Clues via Progressive Enhancement Learning AAAI 2022
ECO-TR: Efficient Correspondences Finding via Coarse-to-Fine Refinement ECCV 2022
Privacy-Preserving Face Recognition with Learnable Privacy Budgets in Frequency Domain ECCV 2022
BΓ©zierPalm: A Free Lunch for Palmprint Recognition ECCV 2022
Adv-Attribute: Inconspicuous and Transferable Adversarial Attack on Face Recognition NIPS 2022
DENSE: Data-Free One-Shot Federated Learning NIPS 2022
End-to-End Reconstruction-Classification Learning for Face Forgery Detection CVPR 2022
Towards Practical Certifiable Patch Defense With Vision Transformer CVPR 2022
Towards Efficient Data Free Black-Box Adversarial Attack CVPR 2022
Exploring Frequency Adversarial Attacks for Face Forgery Detection CVPR 2022
Evaluation-Oriented Knowledge Distillation for Deep Face Recognition CVPR 2022
Federated Learning with Label Distribution Skew via Logits Calibration ICML 2022
ContrastMask: Contrastive Learning To Segment Every Thing CVPR 2022
Detecting Camouflaged Object in Frequency Domain CVPR 2022
Dual Contrastive Learning for General Face Forgery Detection AAAI 2022
Adv-Makeup: A New Imperceptible and Transferable Attack on Face Recognition IJCAI 2021
Generalizable Representation Learning for Mixture Domain Face Anti-Spoofing AAAI 2021
Local Relation Learning for Face Forgery Detection AAAI 2021
Disentangled High Quality Salient Object Detection ICCV 2021
Dual Reweighting Domain Generalization for Face Presentation Attack Detection IJCAI 2021
Delving into Data: Effectively Substitute Training for Black-box Attack CVPR 2021
Face Anti-Spoofing via Disentangled Representation Learning ECCV 2020