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Huichen Li

4 papers · 2020–2021 · 4 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 🐣 Hot Topic Early Bird

Venues

AISTATS (1) CoRL (1) CVPR (1) ICML (1)

Top co-authors

Shuang Yang (3) Bo Li (3) Xiaolu Zhang (3) Xiaojun Xu (2) Linyi Li (2) Raquel Urtasun (1) James Tu (1) Mengye Ren (1) Xinchen Yan (1) Eilyan Bitar (1)

Research topics

Machine Learning (4) Learning Types · Machine Learning (4) Artificial Intelligence (3) Core AI (3) Optimization & Theory (3) Deep Learning (2) Learning Types · Deep Learning (2)

Keywords

adversarial attack (3) black-box attack (3) query efficiency (3) boundary attack (2) gradient estimation (2) adversarial example (1) projective gradient estimation (1) multimodal perception (1) nonlinear projection (1) adversarial robustness (1) lidar and image fusion (1) object detection (1) face recognition (1) adversarial training (1) adversarial perturbation (1)

Papers

Exploring Adversarial Robustness of Multi-sensor Perception Systems in Self Driving CoRL 2021 Nonlinear Projection Based Gradient Estimation for Query Efficient Blackbox Attacks AISTATS 2021 Progressive-Scale Boundary Blackbox Attack via Projective Gradient Estimation ICML 2021 QEBA: Query-Efficient Boundary-Based Blackbox Attack CVPR 2020