Yingtao Tian
12 papers · 2017–2025 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (31) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Champion
(2)
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Keyword Pioneer
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Topic Evolution
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Trend Setter
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Conference Pioneer
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Renaissance Researcher
(6)
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Century Club Β· Bronze
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Keyword Collector
(76)
Top co-authors
Research topics
Machine Learning
(9)
Natural Language Processing
(7)
Resources & Methods
(6)
Core Methods
(5)
Learning Types
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Knowledge & Reasoning
(2)
Reinforcement Learning
(2)
Applications
(2)
Architectures
(2)
Methods
(2)
Models
(2)
Computer Vision
(1)
Keywords
bilingual word embedding
(2)
bilingual dictionary
(2)
black-box optimization
(1)
multilingual nlp
(1)
language model adaptation
(1)
cross-lingual transfer
(1)
multimodal learning
(1)
cross-lingual alignment
(1)
word alignment
(1)
program synthesis
(1)
cross-lingual nlp
(1)
authorship attribution
(1)
spatio-temporal modeling
(1)
deep learning
(1)
social network analysis
(1)
cross-lingual embedding
(1)
forward model
(1)
episodic memory
(1)
resource allocation
(1)
feature distribution
(1)
Papers
Dictionaries to the Rescue: Cross-Lingual Vocabulary Transfer for Low-Resource Languages Using Bilingual Dictionaries
ACL 2025
Position: Leverage Foundational Models for Black-Box Optimization
ICML 2024
DEIR: Efficient and Robust Exploration through Discriminative-Model-Based Episodic Intrinsic Rewards
IJCAI 2023
Digital Typhoon: Long-term Satellite Image Dataset for the Spatio-Temporal Modeling of Tropical Cyclones
NeurIPS 2023
MingOfficial: A Ming Official Career Dataset and a Historical Context-Aware Representation Learning Framework
EMNLP 2023
NeuroEvoBench: Benchmarking Evolutionary Optimizers for Deep Learning Applications
NeurIPS 2023
Learning Bilingual Word Embeddings Using Lexical Definitions
ACL 2019
Learning to Represent Bilingual Dictionaries
CoNLL 2019
Co-training Embeddings of Knowledge Graphs and Entity Descriptions for Cross-lingual Entity Alignment
IJCAI 2018
Simple Neologism Based Domain Independent Models to Predict Year of Authorship
COLING 2018
Syntax-Directed Variational Autoencoder for Structured Data
ICLR 2018
Multilingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment
IJCAI 2017