Qi Alfred Chen
9 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Academic Marathon (5) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (16)
π§
Keyword Pioneer
β
The Questioner
(3)
Conferences
CVPR (3)
ICCV (3)
ICLR (2)
AAAI (1)
Top co-authors
Keywords
adversarial attack
(4)
autonomous driving
(4)
trajectory prediction
(2)
image generation
(1)
decision making
(1)
object detection
(1)
model robustness
(1)
lane detection
(1)
visual grounding
(1)
adversarial training
(1)
text-to-image generation
(1)
diffusion model
(1)
deep neural network
(1)
vision language model
(1)
downstream task
(1)
vision-language model
(1)
autonomous vehicle
(1)
evasion attack
(1)
adversarial example
(1)
evaluation metric
(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
SlowTrack: Increasing the Latency of Camera-Based Perception in Autonomous Driving Using Adversarial Examples
AAAI 2024
Intriguing Properties of Diffusion Models: An Empirical Study of the Natural Attack Capability in Text-to-Image Generative Models
CVPR 2024
Semi-supervised Semantics-guided Adversarial Training for Robust Trajectory Prediction
ICCV 2023
Does Physical Adversarial Example Really Matter to Autonomous Driving? Towards System-Level Effect of Adversarial Object Evasion Attack
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