Jinghuai Zhang
11 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (29) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Sprint
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Century Club Β· Bronze
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Research topics
Artificial Intelligence
(7)
Machine Learning
(7)
Core AI
(7)
Deep Learning
(4)
Application Areas
(4)
Learning Types Β· Machine Learning
(4)
Computer Vision
(3)
Natural Language Processing
(2)
Learning Types Β· Deep Learning
(2)
Robotics
(1)
Security & Privacy
(1)
Analysis
(1)
Applications
(1)
Architectures
(1)
Capabilities
(1)
Keywords
large language model
(2)
trajectory prediction
(2)
autonomous driving
(2)
contrastive learning
(1)
adversarial robustness
(1)
data poisoning
(1)
adversarial learning
(1)
sampling strategy
(1)
knowledge editing
(1)
safety alignment
(1)
imitation learning
(1)
privacy preservation
(1)
adversarial training
(1)
model merging
(1)
benchmark evaluation
(1)
collaborative learning
(1)
backdoor attack
(1)
diffusion model
(1)
adversarial defense
(1)
motion planning
(1)
Papers
ACIArena: Toward Unified Evaluation for Agent Cascading Injection
ACL 2026
Bridging the Copyright Gap: Do Large Vision-Language Models Recognize and Respect Copyrighted Content?
AAAI 2026
DP-GenG: Differentially Private Dataset Distillation Guided by DP-Generated Data
AAAI 2026
FineSteer: A Unified Framework for Fine-Grained Inference-Time Steering in Large Language Models
ACL 2026
CollabEdit: Towards Non-destructive Collaborative Knowledge Editing
ICLR 2025
IPIGuard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in LLM Agents
EMNLP 2025
VideoEraser: Concept Erasure in Text-to-Video Diffusion Models
EMNLP 2025
Data Poisoning based Backdoor Attacks to Contrastive Learning
CVPR 2024
PointCert: Point Cloud Classification With Deterministic Certified Robustness Guarantees
CVPR 2023
Multimodal Motion Prediction With Stacked Transformers
CVPR 2021
A Novel Learning Framework for Sampling-Based Motion Planning in Autonomous Driving
AAAI 2020