Multi-lingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment. - Muhao Chen 001; Yingtao Tian; Mohan Yang; Carlo Zaniolo (CoRR, 2016)

On the Convergent Properties of Word Embedding Methods. - Yingtao Tian; Vivek Kulkarni; Bryan Perozzi; Steven Skiena (CoRR, 2016)

Multilingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment. - Muhao Chen 001; Yingtao Tian; Mohan Yang; Carlo Zaniolo (IJCAI, 2017)

Towards the Automatic Anime Characters Creation with Generative Adversarial Networks. - Yanghua Jin; Jiakai Zhang; Minjun Li; Yingtao Tian; Huachun Zhu; Zhihao Fang (CoRR, 2017)

DeepAnnotator: Genome Annotation with Deep Learning. - Mohammad Ruhul Amin; Alisa Yurovsky; Yingtao Tian; Steven Skiena (BCB, 2018)

Enhanced Network Embeddings via Exploiting Edge Labels. - Haochen Chen; Xiaofei Sun; Yingtao Tian; Bryan Perozzi; Muhao Chen 001; Steven Skiena (CIKM, 2018)

Simple Neologism Based Domain Independent Models to Predict Year of Authorship. - Vivek Kulkarni; Yingtao Tian; Parth Dandiwala; Steven Skiena (COLING, 2018)

Syntax-Directed Variational Autoencoder for Structured Data. - Hanjun Dai; Yingtao Tian; Bo Dai 001; Steven Skiena; Le Song (ICLR (Poster), 2018)

Co-training Embeddings of Knowledge Graphs and Entity Descriptions for Cross-lingual Entity Alignment. - Muhao Chen 001; Yingtao Tian; Kai-Wei Chang; Steven Skiena; Carlo Zaniolo (IJCAI, 2018)

On2Vec: Embedding-based Relation Prediction for Ontology Population. - Muhao Chen 001; Yingtao Tian; Xuelu Chen; Zijun Xue; Carlo Zaniolo (SDM, 2018)

A Transfer-Learnable Natural Language Interface for Databases. - Wenlu Wang; Yingtao Tian; Hongyu Xiong; Haixun Wang; Wei-Shinn Ku (CoRR, 2018)

Fast and Accurate Network Embeddings via Very Sparse Random Projection. - Haochen Chen; Syed Fahad Sultan; Yingtao Tian; Muhao Chen 001; Steven Skiena (CIKM, 2019)

Learning to Represent Bilingual Dictionaries. - Muhao Chen 001; Yingtao Tian; Haochen Chen; Kai-Wei Chang; Steven Skiena; Carlo Zaniolo (CoNLL, 2019)

Social Relation Inference via Label Propagation. - Yingtao Tian; Haochen Chen; Bryan Perozzi; Muhao Chen 001; Xiaofei Sun; Steven Skiena (ECIR (1), 2019)

SpatialNLI: A Spatial Domain Natural Language Interface to Databases Using Spatial Comprehension. - Jingjing Li; Wenlu Wang; Wei-Shinn Ku; Yingtao Tian; Haixun Wang (SIGSPATIAL/GIS, 2019)

Learning Bilingual Word Embeddings Using Lexical Definitions. - Weijia Shi; Muhao Chen 001; Yingtao Tian; Kai-Wei Chang (RepL4NLP@ACL, 2019)

Latent Translation: Crossing Modalities by Bridging Generative Models. - Yingtao Tian; Jesse H. Engel (CoRR, 2019)

KaoKore: A Pre-modern Japanese Art Facial Expression Dataset. - Yingtao Tian; Chikahiko Suzuki; Tarin Clanuwat; Mikel Bober-Irizar; Alex Lamb; Asanobu Kitamoto (ICCC, 2020)

A Natural Language Interface for Database: Achieving Transfer-learnability Using Adversarial Method for Question Understanding. - Wenlu Wang; Yingtao Tian; Haixun Wang; Wei-Shinn Ku (ICDE, 2020)

InstantEmbedding: Efficient Local Node Representations. - Stefan Postavaru; Anton Tsitsulin; Filipe Miguel Gonçalves de Almeida; Yingtao Tian; Silvio Lattanzi; Bryan Perozzi (CoRR, 2020)

Ukiyo-e Analysis and Creativity with Attribute and Geometry Annotation. - Yingtao Tian; Tarin Clanuwat; Chikahiko Suzuki; Asanobu Kitamoto (ICCC, 2021)

Numerical Modelling of Electron Beam Welding of Pure Niobium with Beam Oscillation: Towards Industry 4.0. - Yi Yin; Vitalijs Jefimovs; Tim Mitchell; Andrew Kennedy; Darren Williams; Yingtao Tian (ICAC, 2021)

Modern Evolution Strategies for Creativity: Fitting Concrete Images and Abstract Concepts. - Yingtao Tian; David Ha (EvoMUSART, 2022)

EvoJAX: hardware-accelerated neuroevolution. - Yujin Tang; Yingtao Tian; David Ha (GECCO Companion, 2022)

Simultaneous Multiple-Prompt Guided Generation Using Differentiable Optimal Transport. - Yingtao Tian; Marco Cuturi; David Ha (ICCC, 2022)

Optimal Transport Tools (OTT): A JAX Toolbox for all things Wasserstein. - Marco Cuturi; Laetitia Meng-Papaxanthos; Yingtao Tian; Charlotte Bunne; Geoff Davis; Olivier Teboul (CoRR, 2022)

MingOfficial: A Ming Official Career Dataset and a Historical Context-Aware Representation Learning Framework. - You-Jun Chen; Hsin-Yi Hsieh; Yu Lin; Yingtao Tian; Bert Chan; Yu-Sin Liu; Yi-Hsuan Lin; Richard Tzong-Han Tsai (EMNLP, 2023)

DEIR: Efficient and Robust Exploration through Discriminative-Model-Based Episodic Intrinsic Rewards. - Shanchuan Wan; Yujin Tang; Yingtao Tian; Tomoyuki Kaneko (IJCAI, 2023)

Digital Typhoon: Long-term Satellite Image Dataset for the Spatio-Temporal Modeling of Tropical Cyclones. - Asanobu Kitamoto; Jared Hwang; Bastien Vuillod; Lucas Gautier; Yingtao Tian; Tarin Clanuwat (NeurIPS, 2023)

NeuroEvoBench: Benchmarking Evolutionary Optimizers for Deep Learning Applications. - Robert Tjarko Lange; Yujin Tang; Yingtao Tian (NeurIPS, 2023)

Evolving Three Dimension (3D) Abstract Art: Fitting Concepts by Language. - Yingtao Tian (CoRR, 2023)

Prediction of Electron Beam Welding Penetration Depth Using Machine Learning-Enhanced Computational Fluid Dynamics Modelling. - Yi Yin; Yingtao Tian; Jialuo Ding; Tim Mitchell; Jian Qin 002 (Sensors, 2023)

Evolution Transformer: In-Context Evolutionary Optimization. - Robert T. Lange; Yingtao Tian; Yujin Tang (GECCO Companion, 2024)

Large Language Models As Evolution Strategies. - Robert T. Lange; Yingtao Tian; Yujin Tang (GECCO Companion, 2024)

DiffCJK: Conditional Diffusion Model for High-Quality and Wide-coverage CJK Character Generation. - Yingtao Tian (ICCC, 2024)

Position: Leverage Foundational Models for Black-Box Optimization. - Xingyou Song; Yingtao Tian; Robert Tjarko Lange; Chansoo Lee; Yujin Tang; Yutian Chen 001 (ICML, 2024)

Shaping Realities: Enhancing 3D Generative AI with Fabrication Constraints. - Faraz Faruqi; Yingtao Tian; Vrushank Phadnis; Varun Jampani; Stefanie Mueller 001 (CoRR, 2024)

Evolution of Collective AI Beyond Individual Optimization. - Ryosuke Takata; Yujin Tang; Yingtao Tian; Norihiro Maruyama; Hiroki Kojima; Takashi Ikegami (CoRR, 2024)

Dictionaries to the Rescue: Cross-Lingual Vocabulary Transfer for Low-Resource Languages Using Bilingual Dictionaries. - Haruki Sakajo; Yusuke Ide; Justin Vasselli; Yusuke Sakai 010; Yingtao Tian; Hidetaka Kamigaito; Taro Watanabe (ACL (Findings), 2025)

Emergence of Painting Ability via Recognition-Driven Evolution. - Yi Lin; Lin Gu 003; Ziteng Cui; Shenghan Su; Yumo Hao; Yingtao Tian; Tatsuya Harada; Jianfei Yang (CoRR, 2025)