Hanwei Zhang

4 papers · 2024–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14)

Venues

AAAI (2) ACML (1) ICML (1)

Top co-authors

Holger Hermanns (2) Jie Bao (1) Luo Cheng (1) Yang Zhang (1) Wenxiang Jiang (1) Chuangyin Dang (1) Xi Wang (1) Hao Wang (1) Felipe Torres Figueroa (1) Zhongwen Guo (1)

Research topics

Artificial Intelligence (4) Core AI · Artificial Intelligence (4) Machine Learning (3) Learning Types · Machine Learning (3) Computer Vision (2) Deep Learning (2) Analysis (2) Architectures (2) Core AI · Computer Vision (2) Generation (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

saliency map (2) deep neural network (2) contrastive learning (1) conformal prediction (1) robustness (1) adversarial training (1) model interpretability (1) model uncertainty (1) multi-view learning (1) adversarial attack (1) entropy regularization (1) adversarial perturbation (1) neural radiance field (1) concept bottleneck model (1) cross-attention mechanism (1) 3d scene (1) explanation quality (1) downstream classifier (1) neural network (1) multiview adversarial perturbation (1)

Papers

SL-CBM: Enhancing Concept Bottleneck Models with Semantic Locality for Better Interpretability AAAI 2026 Enhancing Adversarial Robustness with Conformal Prediction: A Framework for Guaranteed Model Reliability ICML 2025 NeRFail: Neural Radiance Fields-Based Multiview Adversarial Attack AAAI 2024 Saliency Maps Give a False Sense of Explanability to Image Classifiers: An Empirical Evaluation across Methods and Metrics ACML 2024