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Fairness

3,511 papers

Papers per year

251
692
'20
'25

Papers

Bias in Gender Bias Benchmarks: How Spurious Features Distort Evaluation ICCV 2025
LDPose: Towards Inclusive Human Pose Estimation for Limb-Deficient Individuals in the Wild ICCV 2025
LMM4LMM: Benchmarking and Evaluating Large-multimodal Image Generation with LMMs ICCV 2025
Wisdom from Diversity: Bias Mitigation Through Hybrid Human-LLM Crowds IJCAI 2025
Improved Rank Aggregation Under Fairness Constraint IJCAI 2025
Evaluating and Mitigating Linguistic Discrimination in Large Language Models: Perspectives on Safety Equity and Knowledge Equity IJCAI 2025
Efficient Counterexample-Guided Fairness Verification and Repair of Neural Networks Using Satisfiability Modulo Convex Programming IJCAI 2025
FADE: Towards Fairness-aware Data Generation for Domain Generalization via Classifier-Guided Score-based Diffusion Models IJCAI 2025
Towards Safer Pretraining: Analyzing and Filtering Harmful Content in Webscale Datasets for Responsible LLMs IJCAI 2025
CABIN: Debiasing Vision-Language Models Using Backdoor Adjustments IJCAI 2025
fairGNN-WOD: Fair Graph Learning Without Complete Demographics IJCAI 2025
Towards Fairness with Limited Demographics via Disentangled Learning IJCAI 2025
Parameterized Approximation Algorithm for Doubly Constrained Fair Clustering IJCAI 2025
FairSMOE: Mitigating Multi-Attribute Fairness Problem with Sparse Mixture-of-Experts IJCAI 2025
Causality-Inspired Disentanglement for Fair Graph Neural Networks IJCAI 2025
DFCA: Disentangled Feature Contrastive Learning and Augmentation for Fairer Dermatological Diagnostics IJCAI 2025
Efficient and Rigorous Model-Agnostic Explanations IJCAI 2025
NeuBM: Mitigating Model Bias in Graph Neural Networks Through Neutral Input Calibration IJCAI 2025
Adversarial Propensity Weighting for Debiasing in Collaborative Filtering IJCAI 2025
Constrained Serial Dictatorships Can Be Fair IJCAI 2025
Dividing Conflicting Items Fairly IJCAI 2025
Fair Submodular Maximization over a Knapsack Constraint IJCAI 2025
Logarithmic Approximations for Fair k-Set Selection IJCAI 2025
Optimal Transport on Categorical Data for Conterfactuals Using Compositional Data and Dirichlet Transport IJCAI 2025
FedBG: Proactively Mitigating Bias in Cross-Domain Graph Federated Learning Using Background Data IJCAI 2025