Songlei Jian
10 papers · 2017–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Academic Marathon (8) π Conference Polyglot (6) π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (25)
π
Interdisciplinary Bridge
π
Academic Marathon
(8)
πΊοΈ
Taxonomy Completionist
(25)
π
Trend Setter
π₯
Unstoppable
(5)
π
Conference Pioneer
ποΈ
Keyword Collector
(56)
Conferences
AAAI (3)
ACL (2)
IJCAI (2)
CVPR (1)
EMNLP (1)
ICML (1)
Top co-authors
Keywords
jailbreak attack
(2)
representation learning
(2)
image classification
(1)
adversarial learning
(1)
semi-supervised learning
(1)
few-shot learning
(1)
domain adaptation
(1)
hierarchical clustering
(1)
anomaly detection
(1)
matrix factorization
(1)
similarity learning
(1)
collaborative filtering
(1)
backdoor defense
(1)
self-supervised learning
(1)
cross-domain learning
(1)
transfer learning
(1)
machine unlearning
(1)
safety alignment
(1)
content-based filtering
(1)
link prediction
(1)
Papers
JPU: Bridging Jailbreak Defense and Unlearning via On-Policy Path Rectification
ACL 2026
Stand on The Shoulders of Giants: Building JailExpert from Previous Attack Experience
EMNLP 2025
BadWindtunnel: Defending Backdoor in High-noise Simulated Training with Confidence Variance
ACL 2025
Fascinating Supervisory Signals and Where to Find Them: Deep Anomaly Detection with Scale Learning
ICML 2023
Rethinking Class Relations: Absolute-Relative Supervised and Unsupervised Few-Shot Learning
CVPR 2021
Representation Learning with Multiple Lipschitz-Constrained Alignments on Partially-Labeled Cross-Domain Data
AAAI 2020
Evolutionarily Learning Multi-Aspect Interactions and Influences from Network Structure and Node Content
AAAI 2019
HERS: Modeling Influential Contexts with Heterogeneous Relations for Sparse and Cold-Start Recommendation
AAAI 2019
Interpretable Recommendation via Attraction Modeling: Learning Multilevel Attractiveness over Multimodal Movie Contents
IJCAI 2018
Embedding-based Representation of Categorical Data by Hierarchical Value Coupling Learning
IJCAI 2017