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DYNAFED: Tackling Client Data Heterogeneity with Global Dynamics


Nov 20, 2022
Renjie Pi, Weizhong Zhang, Yueqi Xie, Jiahui Gao, Xiaoyu Wang, Sunghun Kim, Qifeng Chen

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ZeroGen$^+$: Self-Guided High-Quality Data Generation in Efficient Zero-Shot Learning


May 25, 2022
Jiahui Gao, Renjie Pi, Yong Lin, Hang Xu, Jiacheng Ye, Zhiyong Wu, Xiaodan Liang, Zhenguo Li, Lingpeng Kong

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* 9 pages 

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Revisiting Over-smoothing in BERT from the Perspective of Graph


Feb 17, 2022
Han Shi, Jiahui Gao, Hang Xu, Xiaodan Liang, Zhenguo Li, Lingpeng Kong, Stephen M. S. Lee, James T. Kwok

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* Accepted by ICLR 2022 (Spotlight) 

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ZeroGen: Efficient Zero-shot Learning via Dataset Generation


Feb 16, 2022
Jiacheng Ye, Jiahui Gao, Qintong Li, Hang Xu, Jiangtao Feng, Zhiyong Wu, Tao Yu, Lingpeng Kong

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AutoBERT-Zero: Evolving BERT Backbone from Scratch


Jul 15, 2021
Jiahui Gao, Hang Xu, Han shi, Xiaozhe Ren, Philip L. H. Yu, Xiaodan Liang, Xin Jiang, Zhenguo Li

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* 9 pages 

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SparseBERT: Rethinking the Importance Analysis in Self-attention


Feb 25, 2021
Han Shi, Jiahui Gao, Xiaozhe Ren, Hang Xu, Xiaodan Liang, Zhenguo Li, James T. Kwok

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Unsupervised Cross-lingual Image Captioning


Oct 03, 2020
Jiahui Gao, Yi Zhou, Philip L. H. Yu, Jiuxiang Gu

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* 8 pages 

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