Xiaotao Gu

According to our database, Xiaotao Gu authored at least 22 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

CogView3: Finer and Faster Text-to-Image Generation via Relay Diffusion.

Wendi Zheng, Jiayan Teng, Zhuoyi Yang, Weihan Wang, Jidong Chen, Xiaotao Gu, Yuxiao Dong, Ming Ding, Jie Tang

CoRR, 2024

2023

OAG: Linking Entities Across Large-Scale Heterogeneous Knowledge Graphs.

Fanjin Zhang, Xiao Liu, Jie Tang, Yuxiao Dong, Peiran Yao, Jie Zhang, Xiaotao Gu, Yan Wang, Evgeny Kharlamov, Bin Shao, Rui Li, Kuansan Wang

IEEE Trans. Knowl. Data Eng., September, 2023

Accurate medium-range global weather forecasting with 3D neural networks.

Kaifeng Bi, Lingxi Xie, Hengheng Zhang, Xin Chen, Xiaotao Gu, Qi Tian

Nat., 2023

QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models.

Yuhui Xu, Lingxi Xie, Xiaotao Gu, Xin Chen, Heng Chang, Hengheng Zhang, Zhengsu Chen, Xiaopeng Zhang, Qi Tian

CoRR, 2023

Towards AGI in Computer Vision: Lessons Learned from GPT and Large Language Models.

Lingxi Xie, Longhui Wei, Xiaopeng Zhang, Kaifeng Bi, Xiaotao Gu, Jianlong Chang, Qi Tian

CoRR, 2023

Pipeline MoE: A Flexible MoE Implementation with Pipeline Parallelism.

Xin Chen, Hengheng Zhang, Xiaotao Gu, Kaifeng Bi, Lingxi Xie, Qi Tian

CoRR, 2023

2022

Pangu-Weather: A 3D High-Resolution Model for Fast and Accurate Global Weather Forecast.

Kaifeng Bi, Lingxi Xie, Hengheng Zhang, Xin Chen, Xiaotao Gu, Qi Tian

CoRR, 2022

Phrase-aware Unsupervised Constituency Parsing.

Xiaotao Gu, Yikang Shen, Jiaming Shen, Jingbo Shang, Jiawei Han

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

On the Transformer Growth for Progressive BERT Training.

Xiaotao Gu, Liyuan Liu, Hongkun Yu, Jing Li, Chen Chen, Jiawei Han

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

UCPhrase: Unsupervised Context-aware Quality Phrase Tagging.

Xiaotao Gu, Zihan Wang, Zhenyu Bi, Yu Meng, Liyuan Liu, Jiawei Han, Jingbo Shang

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

Generating Representative Headlines for News Stories.

Xiaotao Gu, Yuning Mao, Jiawei Han, Jialu Liu, You Wu, Cong Yu, Daniel Finnie, Hongkun Yu, Jiaqi Zhai, Nicholas Zukoski

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Alleviate Dataset Shift Problem in Fine-grained Entity Typing with Virtual Adversarial Training.

Haochen Shi, Siliang Tang, Xiaotao Gu, Bo Chen, Zhigang Chen, Jian Shao, Xiang Ren

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning.

Deren Lei, Gangrong Jiang, Xiaotao Gu, Kexuan Sun, Yuning Mao, Xiang Ren

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019

Improving Distantly-supervised Entity Typing with Compact Latent Space Clustering.

Bo Chen, Xiaotao Gu, Yufeng Hu, Siliang Tang, Guoping Hu, Yueting Zhuang, Xiang Ren

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

OAG: Toward Linking Large-scale Heterogeneous Entity Graphs.

Fanjin Zhang, Xiao Liu, Jie Tang, Yuxiao Dong, Peiran Yao, Jie Zhang, Xiaotao Gu, Yan Wang, Bin Shao, Rui Li, Kuansan Wang

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Learning Dynamic Context Augmentation for Global Entity Linking.

Xiyuan Yang, Xiaotao Gu, Sheng Lin, Siliang Tang, Yueting Zhuang, Fei Wu, Zhigang Chen, Guoping Hu, Xiang Ren

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

Profiling Web users using big data.

Xiaotao Gu, Hong Yang, Jie Tang, Jing Zhang, Fanjin Zhang, Debing Liu, Wendy Hall, Xiao Fu

Soc. Netw. Anal. Min., 2018

Learning Named Entity Tagger using Domain-Specific Dictionary.

Jingbo Shang, Liyuan Liu, Xiaotao Gu, Xiang Ren, Teng Ren, Jiawei Han

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling.

Liyuan Liu, Xiang Ren, Jingbo Shang, Xiaotao Gu, Jian Peng, Jiawei Han

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

End-to-End Reinforcement Learning for Automatic Taxonomy Induction.

Yuning Mao, Xiang Ren, Jiaming Shen, Xiaotao Gu, Jiawei Han

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2016

Large-scale Validation of Counterfactual Learning Methods: A Test-Bed.

Damien Lefortier, Adith Swaminathan, Xiaotao Gu, Thorsten Joachims, Maarten de Rijke

CoRR, 2016

Web user profiling using data redundancy.

Xiaotao Gu, Hong Yang, Jie Tang, Jing Zhang

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016