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Xin Xia

Molecule optimization via multi-objective evolutionary in implicit chemical space

Dec 17, 2022
Xin Xia, Yansen Su, Chunhou Zheng, Xiangxiang Zeng

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* 38 pages, 6 figures, 74 conferences

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Poison Attack and Defense on Deep Source Code Processing Models

Oct 31, 2022
Jia Li, Zhuo Li, Huangzhao Zhang, Ge Li, Zhi Jin, Xing Hu, Xin Xia

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* 23 pages, 9 figures

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Efficient On-Device Session-Based Recommendation

Sep 28, 2022
Xin Xia, Junliang Yu, Qinyong Wang, Chaoqun Yang, Quoc Viet Hung Nguyen, Hongzhi Yin

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* Extension of Our SIGIR'22 Paper (On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation), submitted to TOIS. arXiv admin note: text overlap with arXiv:2204.11091

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XSimGCL: Towards Extremely Simple Graph Contrastive Learning for Recommendation

Sep 08, 2022
Junliang Yu, Xin Xia, Tong Chen, Lizhen Cui, Nguyen Quoc Viet Hung, Hongzhi Yin

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* Extension of our SIGIR'22 paper "Are Graph Augmentations Necessary? Simple Graph Contrastive Learning for Recommendation", submitted to TKDE

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