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Jianxin Li
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Beihang University

SE-GSL: A General and Effective Graph Structure Learning Framework through Structural Entropy Optimization


Mar 17, 2023
Dongcheng Zou, Hao Peng, Xiang Huang, Renyu Yang, Jianxin Li, Jia Wu, Chunyang Liu, Philip S. Yu

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* 12 pages,5 figures, accepted by WWW2023 
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A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT


Feb 18, 2023
Ce Zhou, Qian Li, Chen Li, Jun Yu, Yixin Liu, Guangjing Wang, Kai Zhang, Cheng Ji, Qiben Yan, Lifang He, Hao Peng, Jianxin Li, Jia Wu, Ziwei Liu, Pengtao Xie, Caiming Xiong, Jian Pei, Philip S. Yu, Lichao Sun

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* 97 pages, 16 figures 
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Unbiased and Efficient Self-Supervised Incremental Contrastive Learning


Jan 28, 2023
Cheng Ji, Jianxin Li, Hao Peng, Jia Wu, Xingcheng Fu, Qingyun Sun, Phillip S. Yu

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Self-organization Preserved Graph Structure Learning with Principle of Relevant Information


Dec 30, 2022
Qingyun Sun, Jianxin Li, Beining Yang, Xingcheng Fu, Hao Peng, Philip S. Yu

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* Accepted by AAAI 2023 
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Type Information Utilized Event Detection via Multi-Channel GNNs in Electrical Power Systems


Nov 15, 2022
Qian Li, Jianxin Li, Lihong Wang, Cheng Ji, Yiming Hei, Jiawei Sheng, Qingyun Sun, Shan Xue, Pengtao Xie

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Position-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-squashing


Aug 17, 2022
Qingyun Sun, Jianxin Li, Haonan Yuan, Xingcheng Fu, Hao Peng, Cheng Ji, Qian Li, Philip S. Yu

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* Accepted by CIKM 2022 
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Task-Specific Expert Pruning for Sparse Mixture-of-Experts


Jun 02, 2022
Tianyu Chen, Shaohan Huang, Yuan Xie, Binxing Jiao, Daxin Jiang, Haoyi Zhou, Jianxin Li, Furu Wei

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* under review 
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THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption


Jun 02, 2022
Tianyu Chen, Hangbo Bao, Shaohan Huang, Li Dong, Binxing Jiao, Daxin Jiang, Haoyi Zhou, Jianxin Li, Furu Wei

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* Findings of ACL 2022 
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