Shuqi Liu
6 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(18)
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Core Methods
(3)
Optimization & Theory
(3)
Natural Language Processing
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Reasoning
(1)
Resources & Methods
(1)
Keywords
statistical consistency
(2)
loss function
(2)
uncertainty quantification
(1)
logical reasoning
(1)
weakly supervised learning
(1)
knowledge distillation
(1)
cross-lingual transfer
(1)
chain-of-thought reasoning
(1)
model merging
(1)
semantic role labeling
(1)
class imbalance
(1)
risk estimation
(1)
regret transfer
(1)
regret bound
(1)
language model
(1)
expert consultation
(1)
learning to defer
(1)
complementary label learning
(1)
consistent loss
(1)
classifier deferral
(1)
Papers
Conformal Prediction Meets Long-tail Classification
AAAI 2026
Sens-Merging: Sensitivity-Guided Parameter Balancing for Merging Large Language Models
ACL 2025
Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining
ACL 2024
Mitigating Underfitting in Learning to Defer with Consistent Losses
AISTATS 2024
Consistent Complementary-Label Learning via Order-Preserving Losses
AISTATS 2023
Zero-shot Cross-lingual Conversational Semantic Role Labeling
NAACL 2022