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Home/Authors/Quanshi Zhang

Quanshi Zhang

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 3:13 AM AMS

14

papers

340

total citations

papers (14)

Explaining Knowledge Distillation by Quantifying the Knowledge

3D-Rotation-Equivariant Quaternion Neural Networks

Defining and Quantifying the Emergence of Sparse Concepts in DNNs

Explaining Generalization Power of a DNN Using Interactive Concepts

Interpreting Representation Quality of DNNs for 3D Point Cloud Processing

NEURIPS 2021arXiv

Interpreting Attributions and Interactions of Adversarial Attacks

Visualizing the Emergence of Intermediate Visual Patterns in DNNs

NEURIPS 2021arXiv

Layerwise Change of Knowledge in Neural Networks

Batch Normalization Is Blind to the First and Second Derivatives of the Loss

Verifiability and Predictability: Interpreting Utilities of Network Architectures for Point Cloud Processing

Towards the Difficulty for a Deep Neural Network to Learn Concepts of Different Complexities

Monitoring Primitive Interactions During the Training of DNNs

Clarifying the Behavior and the Difficulty of Adversarial Training

Towards a Unified Game-Theoretic View of Adversarial Perturbations and Robustness