Jun Feng
11 papers · 2016–2026 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (24) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π§
Keyword Pioneer
π
Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
π
Conference Pioneer
π
Century Club Β· Bronze
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(5)
Learning Types Β· Machine Learning
(5)
Deep Learning
(4)
Core AI
(4)
Learning Types Β· Deep Learning
(3)
Computer Science
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Security & Privacy
(1)
Application Areas
(1)
Applications Β· Natural Language Processing
(1)
Applications Β· Computer Science
(1)
Architectures
(1)
Core Methods
(1)
Keywords
attention mechanism
(2)
vision-language model
(2)
adversarial learning
(2)
representation learning
(1)
few-shot learning
(1)
data poisoning
(1)
adversarial robustness
(1)
knowledge graph
(1)
adversarial training
(1)
natural language understanding
(1)
deep learning
(1)
knowledge base
(1)
safety alignment
(1)
secure multi-party computation
(1)
backdoor attack
(1)
graph embedding
(1)
direct preference optimization
(1)
adversarial perturbation
(1)
differential privacy
(1)
federated learning
(1)
Papers
Efficient, Secure, Differentially Private Deep Learning in the Two-Server Model
AAAI 2026
FaceShield: Explainable Face Anti-Spoofing with Multimodal Large Language Models
AAAI 2026
Stabilizing Cross-Modal Bidirectional Attribution: Few-Shot Adversarial Prompt Tuning for Robust Vision-Language Models
AAAI 2026
Adversary-Aware DPO: Enhancing Safety Alignment in Vision Language Models via Adversarial Training
EMNLP 2025
Graph-based Neighbor-Aware Network for Gaze-Supervised Medical Image Segmentation
MICCAI 2025
SADBA: Self-Adaptive Distributed Backdoor Attack Against Federated Learning
AAAI 2025
Gaze-directed Vision GNN for Mitigating Shortcut Learning in Medical Image
MICCAI 2024
RDD-Net: Randomized Joint Data-Feature Augmentation and Deep-Shallow Feature Fusion Networks for Automated Diagnosis of Glaucoma
MICCAI 2024
Focus-aware Response Generation in Inquiry Conversation
ACL 2023
Towards Interactivity and Interpretability: A Rationale-based Legal Judgment Prediction Framework
EMNLP 2022
GAKE: Graph Aware Knowledge Embedding
COLING 2016