Qi Alfred Chen

9 papers · 2020–2025 · 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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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze

❓ The Questioner (3) 📈 Trend Setter

Venues

CVPR (3) ICCV (3) ICLR (2) AAAI (1)

Top co-authors

Takami Sato (5) Ningfei Wang (3) Shaoyuan Xie (2) Qi Zhu (2) Justin Yue (2) Ruochen Jiao (2) Yixuan Wang (1) Shengtuo Hu (1) Yantao Lu (1) Ziwei Liu (1)

Research topics

Artificial Intelligence (9) Core AI (9) Machine Learning (5) Learning Types · Machine Learning (5) Computer Vision (3) Domain-Specific (3) Deep Learning (2) Learning Types · Deep Learning (2) Analysis (1) Models (1)

Keywords

autonomous driving (5) adversarial attack (5) autonomous vehicle (2) object detection (2) adversarial example (2) trajectory prediction (2) text-to-image generation (1) decision making (1) adversarial robustness (1) deep neural network (1) visual grounding (1) adversarial training (1) visual perception (1) embodied ai (1) lane detection (1) backdoor attack (1) multiple object tracking (1) diffusion model (1) model robustness (1) image generation (1)

Papers

Are VLMs Ready for Autonomous Driving? An Empirical Study from the Reliability, Data and Metric Perspectives ICCV 2025 Can We Trust Embodied Agents? Exploring Backdoor Attacks against Embodied LLM-Based Decision-Making Systems ICLR 2025 Intriguing Properties of Diffusion Models: An Empirical Study of the Natural Attack Capability in Text-to-Image Generative Models CVPR 2024 SlowTrack: Increasing the Latency of Camera-Based Perception in Autonomous Driving Using Adversarial Examples AAAI 2024 Does Physical Adversarial Example Really Matter to Autonomous Driving? Towards System-Level Effect of Adversarial Object Evasion Attack ICCV 2023 Semi-supervised Semantics-guided Adversarial Training for Robust Trajectory Prediction ICCV 2023 On Adversarial Robustness of Trajectory Prediction for Autonomous Vehicles CVPR 2022 Towards Driving-Oriented Metric for Lane Detection Models CVPR 2022 Fooling Detection Alone is Not Enough: Adversarial Attack against Multiple Object Tracking ICLR 2020