Xiaotao Gu

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 37

Top Topics

Reinforcement Learning

Weather Forecast

Multiple Constraints

Top Venues

Publications

Shudan Zhang, Hanlin Zhao, Xiao Liu, Qinkai Zheng, Zehan Qi, Xiaotao Gu, Xiaohan Zhang, Yuxiao Dong, Jie Tang
NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Prompts. CoRR (2024)
Yuhui Xu, Lingxi Xie, Xiaotao Gu, Xin Chen, Heng Chang, Hengheng Zhang, Zhengsu Chen, Xiaopeng Zhang, Qi Tian
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models. ICLR (2024)
Shudan Zhang, Hanlin Zhao, Xiao Liu, Qinkai Zheng, Zehan Qi, Xiaotao Gu, Yuxiao Dong, Jie Tang
NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Queries. ACL (Findings) (2024)
Xiao Liu, Xuanyu Lei, Shengyuan Wang, Yue Huang, Andrew Feng, Bosi Wen, Jiale Cheng, Pei Ke, Yifan Xu, Weng Lam Tam, Xiaohan Zhang, Lichao Sun, Xiaotao Gu, Hongning Wang, Jing Zhang, Minlie Huang, Yuxiao Dong, Jie Tang
AlignBench: Benchmarking Chinese Alignment of Large Language Models. ACL (1) (2024)
Aohan Zeng, Bin Xu, Bowen Wang, Chenhui Zhang, Da Yin, Diego Rojas, Guanyu Feng, Hanlin Zhao, Hanyu Lai, Hao Yu, Hongning Wang, Jiadai Sun, Jiajie Zhang, Jiale Cheng, Jiayi Gui, Jie Tang, Jing Zhang, Juanzi Li, Lei Zhao, Lindong Wu, Lucen Zhong, Mingdao Liu, Minlie Huang, Peng Zhang, Qinkai Zheng, Rui Lu, Shuaiqi Duan, Shudan Zhang, Shulin Cao, Shuxun Yang, Weng Lam Tam, Wenyi Zhao, Xiao Liu, Xiao Xia, Xiaohan Zhang, Xiaotao Gu, Xin Lv, Xinghan Liu, Xinyi Liu, Xinyue Yang, Xixuan Song, Xunkai Zhang, Yifan An, Yifan Xu, Yilin Niu, Yuantao Yang, Yueyan Li, Yushi Bai, Yuxiao Dong, Zehan Qi, Zhaoyu Wang, Zhen Yang, Zhengxiao Du, Zhenyu Hou, Zihan Wang
ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools. CoRR (2024)
Jiale Cheng, Yida Lu, Xiaotao Gu, Pei Ke, Xiao Liu, Yuxiao Dong, Hongning Wang, Jie Tang, Minlie Huang
AutoDetect: Towards a Unified Framework for Automated Weakness Detection in Large Language Models. CoRR (2024)
Wendi Zheng, Jiayan Teng, Zhuoyi Yang, Weihan Wang, Jidong Chen, Xiaotao Gu, Yuxiao Dong, Ming Ding, Jie Tang
CogView3: Finer and Faster Text-to-Image Generation via Relay Diffusion. CoRR (2024)
Bosi Wen, Pei Ke, Xiaotao Gu, Lindong Wu, Hao Huang, Jinfeng Zhou, Wenchuang Li, Binxin Hu, Wendy Gao, Jiaxin Xu, Yiming Liu, Jie Tang, Hongning Wang, Minlie Huang
Benchmarking Complex Instruction-Following with Multiple Constraints Composition. CoRR (2024)
Xin Chen, Hengheng Zhang, Xiaotao Gu, Kaifeng Bi, Lingxi Xie, Qi Tian
Pipeline MoE: A Flexible MoE Implementation with Pipeline Parallelism. CoRR (2023)
Yuhui Xu, Lingxi Xie, Xiaotao Gu, Xin Chen, Heng Chang, Hengheng Zhang, Zhengsu Chen, Xiaopeng Zhang, Qi Tian
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models. CoRR (2023)
Lingxi Xie, Longhui Wei, Xiaopeng Zhang, Kaifeng Bi, Xiaotao Gu, Jianlong Chang, Qi Tian
Towards AGI in Computer Vision: Lessons Learned from GPT and Large Language Models. CoRR (2023)
Kaifeng Bi, Lingxi Xie, Hengheng Zhang, Xin Chen, Xiaotao Gu, Qi Tian
Accurate medium-range global weather forecasting with 3D neural networks. Nat. 619 (7970) (2023)
Fanjin Zhang, Xiao Liu, Jie Tang, Yuxiao Dong, Peiran Yao, Jie Zhang, Xiaotao Gu, Yan Wang, Evgeny Kharlamov, Bin Shao, Rui Li, Kuansan Wang
OAG: Linking Entities Across Large-Scale Heterogeneous Knowledge Graphs. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Xiaotao Gu, Yikang Shen, Jiaming Shen, Jingbo Shang, Jiawei Han
Phrase-aware Unsupervised Constituency Parsing. ACL (1) (2022)
Kaifeng Bi, Lingxi Xie, Hengheng Zhang, Xin Chen, Xiaotao Gu, Qi Tian
Pangu-Weather: A 3D High-Resolution Model for Fast and Accurate Global Weather Forecast. CoRR (2022)
Xiaotao Gu, Liyuan Liu, Hongkun Yu, Jing Li, Chen Chen, Jiawei Han
On the Transformer Growth for Progressive BERT Training. NAACL-HLT (2021)
Xiaotao Gu, Zihan Wang, Zhenyu Bi, Yu Meng, Liyuan Liu, Jiawei Han, Jingbo Shang
UCPhrase: Unsupervised Context-aware Quality Phrase Tagging. CoRR (2021)
Xiaotao Gu, Zihan Wang, Zhenyu Bi, Yu Meng, Liyuan Liu, Jiawei Han, Jingbo Shang
UCPhrase: Unsupervised Context-aware Quality Phrase Tagging. KDD (2021)
Xiaotao Gu, Liyuan Liu, Hongkun Yu, Jing Li, Chen Chen, Jiawei Han
On the Transformer Growth for Progressive BERT Training. CoRR (2020)
Deren Lei, Gangrong Jiang, Xiaotao Gu, Kexuan Sun, Yuning Mao, Xiang Ren
Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning. CoRR (2020)
Deren Lei, Gangrong Jiang, Xiaotao Gu, Kexuan Sun, Yuning Mao, Xiang Ren
Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning. EMNLP (1) (2020)
Haochen Shi, Siliang Tang, Xiaotao Gu, Bo Chen, Zhigang Chen, Jian Shao, Xiang Ren
Alleviate Dataset Shift Problem in Fine-grained Entity Typing with Virtual Adversarial Training. IJCAI (2020)
Xiaotao Gu, Yuning Mao, Jiawei Han, Jialu Liu, You Wu, Cong Yu, Daniel Finnie, Hongkun Yu, Jiaqi Zhai, Nicholas Zukoski
Generating Representative Headlines for News Stories. WWW (2020)
Xiaotao Gu, Yuning Mao, Jiawei Han, Jialu Liu, Hongkun Yu, You Wu, Cong Yu, Daniel Finnie, Jiaqi Zhai, Nicholas Zukoski
Generating Representative Headlines for News Stories. CoRR (2020)
Bo Chen, Xiaotao Gu, Yufeng Hu, Siliang Tang, Guoping Hu, Yueting Zhuang, Xiang Ren
Improving Distantly-supervised Entity Typing with Compact Latent Space Clustering. CoRR (2019)
Fanjin Zhang, Xiao Liu, Jie Tang, Yuxiao Dong, Peiran Yao, Jie Zhang, Xiaotao Gu, Yan Wang, Bin Shao, Rui Li, Kuansan Wang
OAG: Toward Linking Large-scale Heterogeneous Entity Graphs. KDD (2019)
Xiyuan Yang, Xiaotao Gu, Sheng Lin, Siliang Tang, Yueting Zhuang, Fei Wu, Zhigang Chen, Guoping Hu, Xiang Ren
Learning Dynamic Context Augmentation for Global Entity Linking. EMNLP/IJCNLP (1) (2019)
Bo Chen, Xiaotao Gu, Yufeng Hu, Siliang Tang, Guoping Hu, Yueting Zhuang, Xiang Ren
Improving Distantly-supervised Entity Typing with Compact Latent Space Clustering. NAACL-HLT (1) (2019)
Xiyuan Yang, Xiaotao Gu, Sheng Lin, Siliang Tang, Yueting Zhuang, Fei Wu, Zhigang Chen, Guoping Hu, Xiang Ren
Learning Dynamic Context Augmentation for Global Entity Linking. CoRR (2019)
Yuning Mao, Xiang Ren, Jiaming Shen, Xiaotao Gu, Jiawei Han
End-to-End Reinforcement Learning for Automatic Taxonomy Induction. CoRR (2018)
Jingbo Shang, Liyuan Liu, Xiang Ren, Xiaotao Gu, Teng Ren, Jiawei Han
Learning Named Entity Tagger using Domain-Specific Dictionary. CoRR (2018)
Xiaotao Gu, Hong Yang, Jie Tang, Jing Zhang, Fanjin Zhang, Debing Liu, Wendy Hall, Xiao Fu
Profiling Web users using big data. Soc. Netw. Anal. Min. 8 (1) (2018)
Liyuan Liu, Xiang Ren, Jingbo Shang, Xiaotao Gu, Jian Peng, Jiawei Han
Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling. EMNLP (2018)
Yuning Mao, Xiang Ren, Jiaming Shen, Xiaotao Gu, Jiawei Han
End-to-End Reinforcement Learning for Automatic Taxonomy Induction. ACL (1) (2018)
Jingbo Shang, Liyuan Liu, Xiaotao Gu, Xiang Ren, Teng Ren, Jiawei Han
Learning Named Entity Tagger using Domain-Specific Dictionary. EMNLP (2018)
Damien Lefortier, Adith Swaminathan, Xiaotao Gu, Thorsten Joachims, Maarten de Rijke
Large-scale Validation of Counterfactual Learning Methods: A Test-Bed. CoRR (2016)
Xiaotao Gu, Hong Yang, Jie Tang, Jing Zhang
Web user profiling using data redundancy. ASONAM (2016)