Xiaowei Huang

17

Papers

65

Total Citations

Papers (17)

MathAttack: Attacking Large Language Models towards Math Solving Ability

Regression of Instance Boundary by Aggregated CNN and GCN

FALCON: Fine-grained Activation Manipulation by Contrastive Orthogonal Unalignment for Large Language Model

Training Verification-Friendly Neural Networks via Neuron Behavior Consistency

A Black-Box Evaluation Framework for Semantic Robustness in Bird’s Eye View Detection

GNS: Solving Plane Geometry Problems by Neural-Symbolic Reasoning with Multi-Modal LLMs

Towards Fairness-Aware Adversarial Learning

Position: Building Guardrails for Large Language Models Requires Systematic Design

Enhancing Adversarial Training With Second-Order Statistics of Weights

Randomized Adversarial Training via Taylor Expansion

Spatial Uncertainty-Aware Semi-Supervised Crowd Counting

SAFARI: Versatile and Efficient Evaluations for Robustness of Interpretability

Adversarial Label Poisoning Attack on Graph Neural Networks via Label Propagation

SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model

Adversarial Training for Probabilistic Robustness

Towards Better Robustness Against Natural Corruptions in Document Tampering Localization

How does Weight Correlation Affect Generalisation Ability of Deep Neural Networks?