Hongge Chen
15 papers · 2018–2025 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (30) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Keyword Trendsetter Combo
(3)
π€
Dynamic Duo
(10)
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Triple Crown
π§¬
Topic Evolution
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Keyword Champion
(2)
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Keyword Pioneer
β‘
Prolific Year Β· Productive
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Keyword Collector
(66)
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Century Club Β· Bronze
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Conference Pioneer
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The Questioner
Top co-authors
Research topics
Machine Learning
(9)
Artificial Intelligence
(8)
Core AI
(8)
Deep Learning
(6)
Learning Types Β· Machine Learning
(6)
Optimization & Theory
(5)
Computer Vision
(3)
Architectures
(3)
Core Methods
(3)
Application Areas
(2)
Reinforcement Learning
(1)
Analysis
(1)
Domain-Specific
(1)
Generation
(1)
Learning Types Β· Deep Learning
(1)
Keywords
adversarial attack
(4)
adversarial robustness
(3)
adversarial perturbation
(3)
adversarial training
(2)
adversarial defense
(2)
markov decision process
(2)
adversarial example
(2)
autonomous driving
(2)
state observation
(2)
certified defense
(2)
knowledge transfer
(1)
transformer
(1)
neural network optimization
(1)
formal verification
(1)
policy gradient
(1)
certified robustness
(1)
visual language grounding
(1)
3d object detection
(1)
trajectory prediction
(1)
ensemble learning
(1)
Papers
Causal Composition Diffusion Model for Closed-loop Traffic Generation
CVPR 2025
DriveGPT: Scaling Autoregressive Behavior Models for Driving
ICML 2025
SHIFT3D: Synthesizing Hard Inputs For Tricking 3D Detectors
ICCV 2023
Robust Reinforcement Learning on State Observations with Learned Optimal Adversary
ICLR 2021
Adversarial T-shirt! Evading Person Detectors in A Physical World
ECCV 2020
Multi-Stage Influence Function
NeurIPS 2020
On Lp-norm Robustness of Ensemble Decision Stumps and Trees
ICML 2020
Robust Deep Reinforcement Learning against Adversarial Perturbations on State Observations
NeurIPS 2020
Towards Stable and Efficient Training of Verifiably Robust Neural Networks
ICLR 2020
Robust Decision Trees Against Adversarial Examples
ICML 2019
Robustness Verification of Tree-based Models
NeurIPS 2019
Topology Attack and Defense for Graph Neural Networks: An Optimization Perspective
IJCAI 2019
Attacking Visual Language Grounding with Adversarial Examples: A Case Study on Neural Image Captioning
ACL 2018
Is Robustness the Cost of Accuracy? -- A Comprehensive Study on the Robustness of 18 Deep Image Classification Models
ECCV 2018
Towards Fast Computation of Certified Robustness for ReLU Networks
ICML 2018