Chongjie Si
6 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Learning Paradigms
(2)
Natural Language Processing
(1)
Application Areas
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
low-rank adaptation
(3)
parameter-efficient fine-tuning
(3)
model adaptation
(2)
neural network optimization
(1)
label disambiguation
(1)
partial label learning
(1)
label noise
(1)
foundation model
(1)
lie group
(1)
pseudo label
(1)
sparsity constraint
(1)
structural integrity
(1)
tensor adaptation
(1)
rank constraint
(1)
partial multi-label learning
(1)
large language model
(1)
noise-aware classifier
(1)
mutual supervision
(1)
task-specific direction
(1)
lie group transformation
(1)
Papers
Revisiting Sparsity Constraint Under High-Rank Property in Partial Multi-Label Learning
CVPR 2026
Generalized Tensor-based Parameter-Efficient Fine-Tuning via Lie Group Transformations
ICCV 2025
Maintaining Structural Integrity in Parameter Spaces for Parameter Efficient Fine-tuning
ICLR 2025
Unleashing the Power of Task-Specific Directions in Parameter Efficient Fine-tuning
ICLR 2025
Partial Label Learning with a Partner
AAAI 2024
Tendency-driven Mutual Exclusivity for Weakly Supervised Incremental Semantic Segmentation
ECCV 2024