Tianpeng Li
7 papers · 2018–2026 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(23)
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Research topics
Deep Learning
(6)
Artificial Intelligence
(4)
Core AI
(4)
Learning Types
(3)
Machine Learning
(2)
Natural Language Processing
(2)
Architectures
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Analysis
(1)
Applications
(1)
Core Methods
(1)
Generation
(1)
Keywords
large language model
(2)
image classification
(2)
semantic segmentation
(1)
transfer learning
(1)
feature distribution
(1)
mathematical reasoning
(1)
weakly supervised learning
(1)
instruction tuning
(1)
random walk
(1)
multi-view learning
(1)
information entropy
(1)
feature weighting
(1)
dynamic graph
(1)
loss function
(1)
synthetic data
(1)
ood generalization
(1)
adversarial example
(1)
end-to-end training
(1)
multi-turn dialogue
(1)
multimodal reasoning
(1)
Papers
Towards OOD Generalization in Dynamic Graphs via Causal Invariant Learning
AAAI 2026
Facilitating Multi-turn Function Calling for LLMs via Compositional Instruction Tuning
ICLR 2025
High-Order Consistency-Guided User Identity Linkage with Large Language Model
ACML 2025
MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification
ACL 2025
Information Entropy Based Feature Pooling for Convolutional Neural Networks
ICCV 2019
MVSCRF: Learning Multi-View Stereo With Conditional Random Fields
ICCV 2019
Rethinking Feature Distribution for Loss Functions in Image Classification
CVPR 2018