Lecheng Zheng
4 papers · 2021–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird
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The Questioner
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Research topics
Deep Learning
(3)
Machine Learning
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Natural Language Processing
(2)
Applications
(2)
Core Methods
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Application Areas
(1)
Architectures
(1)
Methods
(1)
Optimization & Theory
(1)
Research
(1)
Resources & Methods
(1)
Keywords
contrastive learning
(2)
few-shot learning
(1)
transfer learning
(1)
parameter estimation
(1)
graph classification
(1)
in-context learning
(1)
multimodal learning
(1)
multi-label classification
(1)
robust statistics
(1)
prompt learning
(1)
outlier detection
(1)
time series
(1)
sentence similarity
(1)
influence function
(1)
biomedical domain
(1)
biomedical text
(1)
zero-shot classification
(1)
predictive model
(1)
sequential sentence classification
(1)
scientific publication
(1)
Papers
BioHiCL: Hierarchical Multi-Label Contrastive Learning for Biomedical Retrieval with MeSH Labels
ACL 2026
Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision?
ACL 2025
Multi-label Sequential Sentence Classification via Large Language Model
EMNLP 2024
Outlier Impact Characterization for Time Series Data
AAAI 2021