Shichao Pei
15 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (37)
π§¬
Topic Evolution
ποΈ
Keyword Collector
(79)
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(12)
Learning Types Β· Machine Learning
(9)
Artificial Intelligence
(8)
Deep Learning
(7)
Core AI
(5)
Application Areas
(4)
Architectures
(4)
Core Methods
(4)
Learning Paradigms Β· Artificial Intelligence
(4)
Learning Types Β· Deep Learning
(3)
Computer Vision
(2)
Knowledge & Reasoning
(2)
Generation
(2)
Learning Paradigms Β· Machine Learning
(2)
Representation
(2)
Keywords
graph neural network
(4)
large language model
(3)
few-shot learning
(3)
adversarial attack
(2)
optimal transport
(2)
representation learning
(2)
knowledge graph completion
(2)
text-to-image generation
(2)
knowledge distillation
(1)
self-supervised learning
(1)
multi-task learning
(1)
graph representation learning
(1)
contrastive learning
(1)
preference alignment
(1)
direct preference optimization
(1)
model editing
(1)
adversarial learning
(1)
instruction following
(1)
graph classification
(1)
multimodal learning
(1)
Papers
IdeFN: Identifying Unclicked Space False Negatives via Relaxed Partial Optimal Transport for Conversion Rate Prediction
AAAI 2026
Retrieval-driven Reasoning for Deliberative Visual Classification
AAAI 2026
Injecting Universal Jailbreak Backdoors into LLMs in Minutes
ICLR 2025
Unlocking the Potential of Black-box Pre-trained GNNs for Graph Few-shot Learning
AAAI 2025
Variational Graph Auto-Encoder Driven Graph Enhancement for Sequential Recommendation
IJCAI 2025
Counterfactual User Sequence Synthesis Augmented with Continuous Time Dynamic Preference Modeling for Sequential POI Recommendation
IJCAI 2024
Large Language Model Based Multi-agents: A Survey of Progress and Challenges
IJCAI 2024
Multi-modal Preference Alignment Remedies Degradation of Visual Instruction Tuning on Language Models
ACL 2024
RAt: Injecting Implicit Bias for Text-To-Image Prompt Refinement Models
EMNLP 2024
Character As Pixels: A Controllable Prompt Adversarial Attacking Framework for Black-Box Text Guided Image Generation Models
IJCAI 2023
Cross-Domain Few-Shot Graph Classification with a Reinforced Task Coordinator
AAAI 2023
Few-shot Low-resource Knowledge Graph Completion with Reinforced Task Generation
ACL 2023
Positive-Unlabeled Learning with Adversarial Data Augmentation for Knowledge Graph Completion
IJCAI 2022
SAIL: Self-Augmented Graph Contrastive Learning
AAAI 2022
Improving Cross-lingual Entity Alignment via Optimal Transport
IJCAI 2019