Hongyuan Zha

19

Papers

18

Total Citations

Papers (19)

Learning to Optimize Permutation Flow Shop Scheduling via Graph-Based Imitation Learning

Balancing Two Classifiers via A Simplex ETF Structure for Model Calibration

Generative Modeling Reinvents Supervised Learning: Label Repurposing with Predictive Consistency Learning

Backdoor Mitigation by Distance-Driven Detoxification

A Variational Autoencoder for Neural Temporal Point Processes with Dynamic Latent Graphs

Distribution Alignment Optimization through Neural Collapse for Long-tailed Classification

Beyond Point Prediction: Score Matching-based Pseudolikelihood Estimation of Neural Marked Spatio-Temporal Point Process

AutoMix: Mixup Networks for Sample Interpolation via Cooperative Barycenter Learning

Network Diffusions via Neural Mean-Field Dynamics

NeurIPS 2020arXiv

Learning Strategic Network Emergence Games

Learning to Incentivize Other Learning Agents

NeurIPS 2020arXiv

Differentiable Top-k with Optimal Transport

Random Noise Defense Against Query-Based Black-Box Attacks

NeurIPS 2021arXiv

Bridging Explicit and Implicit Deep Generative Models via Neural Stein Estimators

NeurIPS 2021arXiv

Adaptive Distribution Calibration for Few-Shot Learning with Hierarchical Optimal Transport

NeurIPS 2022arXiv

Learning to Re-weight Examples with Optimal Transport for Imbalanced Classification

NeurIPS 2022arXiv

Neural Polarizer: A Lightweight and Effective Backdoor Defense via Purifying Poisoned Features

NeurIPS 2023arXiv

Information Design in Multi-Agent Reinforcement Learning

NeurIPS 2023arXiv

Shared Adversarial Unlearning: Backdoor Mitigation by Unlearning Shared Adversarial Examples

NeurIPS 2023arXiv