Yingtao Tian

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 55

Top Topics

Natural Language

Tropical Cyclones

Evolutionary Optimization

Top Venues

GECCO Companion

Publications

Robert Tjarko Lange, Yingtao Tian, Yujin Tang
Evolution Transformer: In-Context Evolutionary Optimization. CoRR (2024)
Faraz Faruqi, Yingtao Tian, Vrushank Phadnis, Varun Jampani, Stefanie Mueller
Shaping Realities: Enhancing 3D Generative AI with Fabrication Constraints. CoRR (2024)
Yingtao Tian
DiffCJK: Conditional Diffusion Model for High-Quality and Wide-coverage CJK Character Generation. CoRR (2024)
Robert Tjarko Lange, Yingtao Tian, Yujin Tang
Large Language Models As Evolution Strategies. CoRR (2024)
Robert Lange, Yingtao Tian, Yujin Tang
Large Language Models As Evolution Strategies. GECCO Companion (2024)
Robert T. Lange, Yingtao Tian, Yujin Tang
Evolution Transformer: In-Context Evolutionary Optimization. GECCO Companion (2024)
Xingyou Song, Yingtao Tian, Robert Tjarko Lange, Chansoo Lee, Yujin Tang, Yutian Chen
Position: Leverage Foundational Models for Black-Box Optimization. CoRR (2024)
Robert Tjarko Lange, Yujin Tang, Yingtao Tian
NeuroEvoBench: Benchmarking Evolutionary Optimizers for Deep Learning Applications. CoRR (2023)
Yi Yin, Yingtao Tian, Jialuo Ding, Tim Mitchell, Jian Qin
Prediction of Electron Beam Welding Penetration Depth Using Machine Learning-Enhanced Computational Fluid Dynamics Modelling. Sensors 23 (21) (2023)
Asanobu Kitamoto, Jared Hwang, Bastien Vuillod, Lucas Gautier, Yingtao Tian, Tarin Clanuwat
Digital Typhoon: Long-term Satellite Image Dataset for the Spatio-Temporal Modeling of Tropical Cyclones. CoRR (2023)
You-Jun Chen, Hsin-Yi Hsieh, Yu Lin, Yingtao Tian, Bert Chan, Yu-Sin Liu, Yi-Hsuan Lin, Richard Tzong-Han Tsai
MingOfficial: A Ming Official Career Dataset and a Historical Context-Aware Representation Learning Framework. EMNLP (2023)
Shanchuan Wan, Yujin Tang, Yingtao Tian, Tomoyuki Kaneko
DEIR: Efficient and Robust Exploration through Discriminative-Model-Based Episodic Intrinsic Rewards. IJCAI (2023)
Robert Tjarko Lange, Yujin Tang, Yingtao Tian
NeuroEvoBench: Benchmarking Evolutionary Optimizers for Deep Learning Applications. NeurIPS (2023)
Shanchuan Wan, Yujin Tang, Yingtao Tian, Tomoyuki Kaneko
DEIR: Efficient and Robust Exploration through Discriminative-Model-Based Episodic Intrinsic Rewards. CoRR (2023)
Asanobu Kitamoto, Jared Hwang, Bastien Vuillod, Lucas Gautier, Yingtao Tian, Tarin Clanuwat
Digital Typhoon: Long-term Satellite Image Dataset for the Spatio-Temporal Modeling of Tropical Cyclones. NeurIPS (2023)
Yingtao Tian
Evolving Three Dimension (3D) Abstract Art: Fitting Concepts by Language. CoRR (2023)
Yujin Tang, Yingtao Tian, David Ha
EvoJAX: Hardware-Accelerated Neuroevolution. CoRR (2022)
Yujin Tang, Yingtao Tian, David Ha
EvoJAX: hardware-accelerated neuroevolution. GECCO Companion (2022)
Marco Cuturi, Laetitia Meng-Papaxanthos, Yingtao Tian, Charlotte Bunne, Geoff Davis, Olivier Teboul
Optimal Transport Tools (OTT): A JAX Toolbox for all things Wasserstein. CoRR (2022)
Yingtao Tian, Marco Cuturi, David Ha
Simultaneous Multiple-Prompt Guided Generation Using Differentiable Optimal Transport. CoRR (2022)
Yingtao Tian, Marco Cuturi, David Ha
Simultaneous Multiple-Prompt Guided Generation Using Differentiable Optimal Transport. ICCC (2022)
Yingtao Tian, David Ha
Modern Evolution Strategies for Creativity: Fitting Concrete Images and Abstract Concepts. EvoMUSART (2022)
Yingtao Tian, David Ha
Modern Evolution Strategies for Creativity: Fitting Concrete Images and Abstract Concepts. CoRR (2021)
Yingtao Tian, Tarin Clanuwat, Chikahiko Suzuki, Asanobu Kitamoto
Ukiyo-e Analysis and Creativity with Attribute and Geometry Annotation. CoRR (2021)
Yi Yin, Vitalijs Jefimovs, Tim Mitchell, Andrew Kennedy, Darren Williams, Yingtao Tian
Numerical Modelling of Electron Beam Welding of Pure Niobium with Beam Oscillation: Towards Industry 4.0. ICAC (2021)
Yingtao Tian, Tarin Clanuwat, Chikahiko Suzuki, Asanobu Kitamoto
Ukiyo-e Analysis and Creativity with Attribute and Geometry Annotation. ICCC (2021)
Stefan Postavaru, Anton Tsitsulin, Filipe Miguel Gonçalves de Almeida, Yingtao Tian, Silvio Lattanzi, Bryan Perozzi
InstantEmbedding: Efficient Local Node Representations. CoRR (2020)
Yingtao Tian, Chikahiko Suzuki, Tarin Clanuwat, Mikel Bober-Irizar, Alex Lamb, Asanobu Kitamoto
KaoKore: A Pre-modern Japanese Art Facial Expression Dataset. CoRR (2020)
Wenlu Wang, Yingtao Tian, Haixun Wang, Wei-Shinn Ku
A Natural Language Interface for Database: Achieving Transfer-learnability Using Adversarial Method for Question Understanding. ICDE (2020)
Yingtao Tian, Chikahiko Suzuki, Tarin Clanuwat, Mikel Bober-Irizar, Alex Lamb, Asanobu Kitamoto
KaoKore: A Pre-modern Japanese Art Facial Expression Dataset. ICCC (2020)
Haochen Chen, Syed Fahad Sultan, Yingtao Tian, Muhao Chen, Steven Skiena
Fast and Accurate Network Embeddings via Very Sparse Random Projection. CoRR (2019)
Jingjing Li, Wenlu Wang, Wei-Shinn Ku, Yingtao Tian, Haixun Wang
SpatialNLI: A Spatial Domain Natural Language Interface to Databases Using Spatial Comprehension. CoRR (2019)
Weijia Shi, Muhao Chen, Yingtao Tian, Kai-Wei Chang
Learning Bilingual Word Embeddings Using Lexical Definitions. CoRR (2019)
Jingjing Li, Wenlu Wang, Wei-Shinn Ku, Yingtao Tian, Haixun Wang
SpatialNLI: A Spatial Domain Natural Language Interface to Databases Using Spatial Comprehension. SIGSPATIAL/GIS (2019)
Haochen Chen, Syed Fahad Sultan, Yingtao Tian, Muhao Chen, Steven Skiena
Fast and Accurate Network Embeddings via Very Sparse Random Projection. CIKM (2019)
Muhao Chen, Yingtao Tian, Haochen Chen, Kai-Wei Chang, Steven Skiena, Carlo Zaniolo
Learning to Represent Bilingual Dictionaries. CoNLL (2019)
Yingtao Tian, Haochen Chen, Bryan Perozzi, Muhao Chen, Xiaofei Sun, Steven Skiena
Social Relation Inference via Label Propagation. ECIR (1) (2019)
Weijia Shi, Muhao Chen, Yingtao Tian, Kai-Wei Chang
Learning Bilingual Word Embeddings Using Lexical Definitions. RepL4NLP@ACL (2019)
Yingtao Tian, Jesse H. Engel
Latent Translation: Crossing Modalities by Bridging Generative Models. CoRR (2019)
Wenlu Wang, Yingtao Tian, Hongyu Xiong, Haixun Wang, Wei-Shinn Ku
A Transfer-Learnable Natural Language Interface for Databases. CoRR (2018)
Muhao Chen, Yingtao Tian, Kai-Wei Chang, Steven Skiena, Carlo Zaniolo
Co-training Embeddings of Knowledge Graphs and Entity Descriptions for Cross-lingual Entity Alignment. IJCAI (2018)
Mohammad Ruhul Amin, Alisa Yurovsky, Yingtao Tian, Steven Skiena
DeepAnnotator: Genome Annotation with Deep Learning. BCB (2018)
Vivek Kulkarni, Yingtao Tian, Parth Dandiwala, Steven Skiena
Simple Neologism Based Domain Independent Models to Predict Year of Authorship. COLING (2018)
Muhao Chen, Yingtao Tian, Kai-Wei Chang, Steven Skiena, Carlo Zaniolo
Co-training Embeddings of Knowledge Graphs and Entity Descriptions for Cross-lingual Entity Alignment. CoRR (2018)
Hanjun Dai, Yingtao Tian, Bo Dai, Steven Skiena, Le Song
Syntax-Directed Variational Autoencoder for Structured Data. ICLR (Poster) (2018)
Muhao Chen, Yingtao Tian, Xuelu Chen, Zijun Xue, Carlo Zaniolo
On2Vec: Embedding-based Relation Prediction for Ontology Population. SDM (2018)
Muhao Chen, Yingtao Tian, Xuelu Chen, Zijun Xue, Carlo Zaniolo
On2Vec: Embedding-based Relation Prediction for Ontology Population. CoRR (2018)
Haochen Chen, Xiaofei Sun, Yingtao Tian, Bryan Perozzi, Muhao Chen, Steven Skiena
Enhanced Network Embeddings via Exploiting Edge Labels. CoRR (2018)
Muhao Chen, Yingtao Tian, Haochen Chen, Kai-Wei Chang, Steven Skiena, Carlo Zaniolo
Learning to Represent Bilingual Dictionaries. CoRR (2018)
Hanjun Dai, Yingtao Tian, Bo Dai, Steven Skiena, Le Song
Syntax-Directed Variational Autoencoder for Structured Data. CoRR (2018)
Haochen Chen, Xiaofei Sun, Yingtao Tian, Bryan Perozzi, Muhao Chen, Steven Skiena
Enhanced Network Embeddings via Exploiting Edge Labels. CIKM (2018)
Muhao Chen, Yingtao Tian, Mohan Yang, Carlo Zaniolo
Multilingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment. IJCAI (2017)
Yanghua Jin, Jiakai Zhang, Minjun Li, Yingtao Tian, Huachun Zhu, Zhihao Fang
Towards the Automatic Anime Characters Creation with Generative Adversarial Networks. CoRR (2017)
Muhao Chen, Yingtao Tian, Mohan Yang, Carlo Zaniolo
Multi-lingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment. CoRR (2016)
Yingtao Tian, Vivek Kulkarni, Bryan Perozzi, Steven Skiena
On the Convergent Properties of Word Embedding Methods. CoRR (2016)