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Shiyu Xia
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2020 – today
- 2025
- [j3]Yongda Lin
, Shiyu Xia, Lingxiao Wang, Baiyu Qiao, Hu Han, Linhui Wang, Xiongkui He, Yajia Liu:
Multi-task deep convolutional neural network for weed detection and navigation path extraction. Comput. Electron. Agric. 229: 109776 (2025) - [c11]Yuankun Zu, Shiyu Xia, Xu Yang, Qiufeng Wang, Han Zhang, Xin Geng:
Inheriting Generalized Learngene for Efficient Knowledge Transfer across Multiple Tasks. AAAI 2025: 23090-23098 - 2024
- [c10]Boyu Shi, Shiyu Xia, Xu Yang, Haokun Chen, Zhiqiang Kou, Xin Geng:
Building Variable-Sized Models via Learngene Pool. AAAI 2024: 14946-14954 - [c9]Shiyu Xia, Miaosen Zhang, Xu Yang, Ruiming Chen, Haokun Chen, Xin Geng:
Transformer as Linear Expansion of Learngene. AAAI 2024: 16014-16022 - [c8]Shiyu Xia, Wenxuan Zhu, Xu Yang, Xin Geng:
Exploring Learngene via Stage-wise Weight Sharing for Initializing Variable-sized Models. IJCAI 2024: 5254-5262 - [c7]Shiyu Xia, Longda Zhou, Kewei Wang, Xiaobin Fan, Yongkang Xue, Qi Shan, Hannian Wang, Pengpeng Ren, Zhigang Ji, Ru Huang:
Convolution-Based Vth Shift Prediction and the New 9T2C Pixel Circuit in LTPS TFT AMOLED. IRPS 2024: 1-7 - [c6]Jiaqi Lv, Yangfan Liu, Shiyu Xia, Ning Xu, Miao Xu, Gang Niu, Min-Ling Zhang, Masashi Sugiyama, Xin Geng:
What Makes Partial-Label Learning Algorithms Effective? NeurIPS 2024 - [c5]Shiyu Xia, Yuankun Zu, Xu Yang, Xin Geng:
Initializing Variable-sized Vision Transformers from Learngene with Learnable Transformation. NeurIPS 2024 - [i7]Shiyu Xia, Wenxuan Zhu, Xu Yang, Xin Geng:
Exploring Learngene via Stage-wise Weight Sharing for Initializing Variable-sized Models. CoRR abs/2404.16897 (2024) - [i6]Shiyu Xia, Junyu Xiong, Haoyu Dong, Jianbo Zhao, Yuzhang Tian, Mengyu Zhou, Yeye He, Shi Han, Dongmei Zhang:
Vision Language Models for Spreadsheet Understanding: Challenges and Opportunities. CoRR abs/2405.16234 (2024) - [i5]Yuzhang Tian, Jianbo Zhao, Haoyu Dong, Junyu Xiong, Shiyu Xia, Mengyu Zhou, Yun Lin, José Cambronero, Yeye He, Shi Han, Dongmei Zhang:
SpreadsheetLLM: Encoding Spreadsheets for Large Language Models. CoRR abs/2407.09025 (2024) - 2023
- [c4]Shiyu Xia, Jiaqi Lv, Ning Xu, Gang Niu, Xin Geng:
Towards Effective Visual Representations for Partial-Label Learning. CVPR 2023: 15589-15598 - [i4]Shiyu Xia, Jiaqi Lv, Ning Xu, Gang Niu, Xin Geng:
Towards Effective Visual Representations for Partial-Label Learning. CoRR abs/2305.06080 (2023) - [i3]Shiyu Xia, Miaosen Zhang, Xu Yang, Ruiming Chen, Haokun Chen, Xin Geng:
Transformer as Linear Expansion of Learngene. CoRR abs/2312.05614 (2023) - [i2]Boyu Shi, Shiyu Xia, Xu Yang, Haokun Chen, Zhiqiang Kou, Xin Geng:
Building Variable-sized Models via Learngene Pool. CoRR abs/2312.05743 (2023) - 2022
- [j2]Shiyu Xia, Huaiyong Shao, Hao Wang, Wei Xian, Qiufang Shao, Ziqiang Yin, Jiaguo Qi
Spatio-Temporal Dynamics and Driving Forces of Multi-Scale CO2 Emissions by Integrating DMSP-OLS and NPP-VIIRS Data: A Case Study in Beijing-Tianjin-Hebei, China. Remote. Sens. 14(19): 4799 (2022) - [j1]Qing Tian
Reliable Sensing Data Fusion Through Robust Multiview Prototype Learning. IEEE Trans. Ind. Informatics 18(4): 2665-2673 (2022) - [c3]Qiu-Feng Wang, Xin Geng, Shuxia Lin, Shiyu Xia, Lei Qi, Ning Xu:
Learngene: From Open-World to Your Learning Task. AAAI 2022: 8557-8565 - [c2]Shiyu Xia, Jiaqi Lv, Ning Xu, Xin Geng:
Ambiguity-Induced Contrastive Learning for Instance-Dependent Partial Label Learning. IJCAI 2022: 3615-3621 - [c1]Yue Zhao, Yang Chuan, Shi Pu, Xuwen Han, Shiyu Xia, Yanqi Xie:
Intelligent rush repair of unmanned distribution network based on deep reinforcement learning. MSN 2022: 996-1000 - 2021
- [i1]Qiufeng Wang, Xin Geng, Shuxia Lin, Shiyu Xia, Lei Qi, Ning Xu:
Learngene: From Open-World to Your Learning Task. CoRR abs/2106.06788 (2021)
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