| 2025 | ACL | Dictionaries to the Rescue: Cross-Lingual Vocabulary Transfer for Low-Resource Languages Using Bilingual Dictionaries. | Haruki Sakajo, Yusuke Ide, Justin Vasselli, Yusuke Sakai, Yingtao Tian, Hidetaka Kamigaito, Taro Watanabe |
| 2024 | GECCO | Evolution Transformer: In-Context Evolutionary Optimization. | Robert T. Lange, Yingtao Tian, Yujin Tang |
| 2024 | GECCO | Large Language Models As Evolution Strategies. | Robert T. Lange, Yingtao Tian, Yujin Tang |
| 2024 | ICML | Position: Leverage Foundational Models for Black-Box Optimization. | Xingyou Song, Yingtao Tian, Robert Tjarko Lange, Chansoo Lee, Yujin Tang, Yutian Chen |
| 2023 | EMNLP | 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 |
| 2023 | IJCAI | DEIR: Efficient and Robust Exploration through Discriminative-Model-Based Episodic Intrinsic Rewards. | Shanchuan Wan, Yujin Tang, Yingtao Tian, Tomoyuki Kaneko |
| 2022 | GECCO | EvoJAX: hardware-accelerated neuroevolution. | Yujin Tang, Yingtao Tian, David Ha |
| 2020 | ICDE | A Natural Language Interface for Database: Achieving Transfer-learnability Using Adversarial Method for Question Understanding. | Wenlu Wang, Yingtao Tian, Haixun Wang, Wei-Shinn Ku |
| 2019 | CIKM | Fast and Accurate Network Embeddings via Very Sparse Random Projection. | Haochen Chen, Syed Fahad Sultan, Yingtao Tian, Muhao Chen, Steven Skiena |
| 2019 | CoNLL | Learning to Represent Bilingual Dictionaries. | Muhao Chen, Yingtao Tian, Haochen Chen, Kai-Wei Chang, Steven Skiena, Carlo Zaniolo |
| 2019 | ECIR | Social Relation Inference via Label Propagation. | Yingtao Tian, Haochen Chen, Bryan Perozzi, Muhao Chen, Xiaofei Sun, Steven Skiena |
| 2018 | CIKM | Enhanced Network Embeddings via Exploiting Edge Labels. | Haochen Chen, Xiaofei Sun, Yingtao Tian, Bryan Perozzi, Muhao Chen, Steven Skiena |
| 2018 | COLING | Simple Neologism Based Domain Independent Models to Predict Year of Authorship. | Vivek Kulkarni, Yingtao Tian, Parth Dandiwala, Steven Skiena |
| 2018 | ICLR | Syntax-Directed Variational Autoencoder for Structured Data. | Hanjun Dai, Yingtao Tian, Bo Dai, Steven Skiena, Le Song |
| 2018 | IJCAI | Co-training Embeddings of Knowledge Graphs and Entity Descriptions for Cross-lingual Entity Alignment. | Muhao Chen, Yingtao Tian, Kai-Wei Chang, Steven Skiena, Carlo Zaniolo |
| 2018 | SDM | On2Vec: Embedding-based Relation Prediction for Ontology Population. | Muhao Chen, Yingtao Tian, Xuelu Chen, Zijun Xue, Carlo Zaniolo |
| 2017 | IJCAI | Multilingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment. | Muhao Chen, Yingtao Tian, Mohan Yang, Carlo Zaniolo |