Mingxuan Xia
8 papers · 2022–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (13) π Interdisciplinary Bridge π Conference Polyglot (6) πΊοΈ Taxonomy Completionist (24) π§ Keyword Pioneer
β‘
Prolific Year
(5)
π
Trend Setter
Conferences
AAAI (2)
EMNLP (2)
ACL (1)
ICML (1)
IJCAI (1)
NIPS (1)
Top co-authors
Research topics
Keywords
large language model
(3)
data annotation
(2)
text classification
(2)
zero-shot learning
(1)
prototype learning
(1)
optimal transport
(1)
hierarchical text classification
(1)
knowledge distillation
(1)
teacher-student framework
(1)
ensemble method
(1)
label disambiguation
(1)
class imbalance
(1)
partial label learning
(1)
sinkhorn algorithm
(1)
generalization error bound
(1)
weakly supervised learning
(1)
language model
(1)
multimodal classification
(1)
domain adaptation
(1)
catastrophic forgetting
(1)
Papers
Towards Robust Incremental Learning Under Ambiguous Supervision
IJCAI 2025
Prompt Candidates, then Distill: A Teacher-Student Framework for LLM-driven Data Annotation
ACL 2025
Ensembling Prompting Strategies for Zero-Shot Hierarchical Text Classification with Large Language Models
EMNLP 2025
CrowdAgent: Multi-Agent Managed Multi-Source Annotation System
EMNLP 2025
Multi-Instance Multi-Label Classification from Crowdsourced Labels
AAAI 2025
A Separation and Alignment Framework for Black-Box Domain Adaptation
AAAI 2024
Unbiased Multi-Label Learning from Crowdsourced Annotations
ICML 2024
SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning
NIPS 2022