Shiyu Xia - RankMe

30 papers A* 11Journal 16Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Extracting Multimodal Learngene in CLIP: Unveiling the Multimodal Generalizable Knowledge. AAAI Ruiming Chen, Junming Yang, Shiyu Xia, Xu Yang, Xin Geng
2026	J	`jnl`	Functional gradient alteration and structural remodeling in postpartum women. NeuroImage Shiyu Xia, Xinyu Zhao, Bin Lv, Yuanyuan Gan, Yukun Kang, Jiang Long, Fang Liu, Xiao Hu, Guolin He, Haoyang Xing, BoChao Cheng
2025	J	`jnl`	Extracting Multimodal Learngene in CLIP: Unveiling the Multimodal Generalizable Knowledge. CoRR Ruiming Chen, Junming Yang, Shiyu Xia, Xu Yang, Jing Wang, Xin Geng
2025	A*	`conf`	Inheriting Generalized Learngene for Efficient Knowledge Transfer across Multiple Tasks. AAAI Yuankun Zu, Shiyu Xia, Xu Yang, Qiufeng Wang, Han Zhang, Xin Geng
2025	A*	`conf`	Learngene Tells You How to Customize: Task-Aware Parameter Initialization at Flexible Scales. ICML Jiaze Xu, Shiyu Xia, Xu Yang, Jiaqi Lv, Xin Geng
2025	J	`jnl`	Low-altitude remote sensing and deep learning-based canopy detection method for the navigation of orchard unmanned ground vehicles. Comput. Electron. Agric. Yongda Lin, Xiaofei Song, Weiming Xiao, Dongdong Kuang, Shiyu Xia, Honggen Chang, Supakorn Wongsuk, Xiongkui He, Yajia Liu
2025	J	`jnl`	Multi-task deep convolutional neural network for weed detection and navigation path extraction. Comput. Electron. Agric. Yongda Lin, Shiyu Xia, Lingxiao Wang, Baiyu Qiao, Hu Han, Linhui Wang, Xiongkui He, Yajia Liu
2025	—	`conf`	SketchMaster: From Rough Lines to Photorealistic Scenes with Adaptive Guidance. PRCV (2) Zhifeng Xie, Shiyu Xia, Bolun Zhang, Xiaoming He, Mengtian Li
2025	J	`jnl`	Towards Film-Making Production Dialogue, Narration, Monologue Adaptive Moving Dubbing Benchmarks. CoRR Chaoyi Wang, Junjie Zheng, Zihao Chen, Shiyu Xia, Chaofan Ding, Xiaohao Zhang, Xi Tao, Xiaoming He, Xinhan Di
2025	J	`jnl`	Towards Understanding Feature Learning in Parameter Transfer. CoRR Hua Yuan, Xuran Meng, Qiufeng Wang, Shiyu Xia, Ning Xu, Xu Yang, Jing Wang, Xin Geng, Yong Rui
2025	J	`jnl`	Towards Video to Piano Music Generation with Chain-of-Perform Support Benchmarks. CoRR Chang Liu, Haomin Zhang, Shiyu Xia, Zihao Chen, Chaofan Ding, Xin Yue, Huizhe Chen, Xinhan Di
2024	A*	`conf`	Building Variable-Sized Models via Learngene Pool. AAAI Boyu Shi, Shiyu Xia, Xu Yang, Haokun Chen, Zhiqiang Kou, Xin Geng
2024	—	`conf`	Convolution-Based Vth Shift Prediction and the New 9T2C Pixel Circuit in LTPS TFT AMOLED. IRPS Shiyu Xia, Longda Zhou, Kewei Wang, Xiaobin Fan, Yongkang Xue, Qi Shan, Hannian Wang, Pengpeng Ren, Zhigang Ji, Ru Huang
2024	A*	`conf`	Exploring Learngene via Stage-wise Weight Sharing for Initializing Variable-sized Models. IJCAI Shiyu Xia, Wenxuan Zhu, Xu Yang, Xin Geng
2024	J	`jnl`	Exploring Learngene via Stage-wise Weight Sharing for Initializing Variable-sized Models. CoRR Shiyu Xia, Wenxuan Zhu, Xu Yang, Xin Geng
2024	A*	`conf`	Initializing Variable-sized Vision Transformers from Learngene with Learnable Transformation. NeurIPS Shiyu Xia, Yuankun Zu, Xu Yang, Xin Geng
2024	J	`jnl`	SpreadsheetLLM: Encoding Spreadsheets for Large Language Models. CoRR Yuzhang Tian, Jianbo Zhao, Haoyu Dong, Junyu Xiong, Shiyu Xia, Mengyu Zhou, Yun Lin, José Cambronero, Yeye He, Shi Han, Dongmei Zhang
2024	A*	`conf`	Transformer as Linear Expansion of Learngene. AAAI Shiyu Xia, Miaosen Zhang, Xu Yang, Ruiming Chen, Haokun Chen, Xin Geng
2024	J	`jnl`	Vision Language Models for Spreadsheet Understanding: Challenges and Opportunities. CoRR Shiyu Xia, Junyu Xiong, Haoyu Dong, Jianbo Zhao, Yuzhang Tian, Mengyu Zhou, Yeye He, Shi Han, Dongmei Zhang
2024	A*	`conf`	What Makes Partial-Label Learning Algorithms Effective? NeurIPS Jiaqi Lv, Yangfan Liu, Shiyu Xia, Ning Xu, Miao Xu, Gang Niu, Min-Ling Zhang, Masashi Sugiyama, Xin Geng
2023	J	`jnl`	Building Variable-sized Models via Learngene Pool. CoRR Boyu Shi, Shiyu Xia, Xu Yang, Haokun Chen, Zhiqiang Kou, Xin Geng
2023	A*	`conf`	Towards Effective Visual Representations for Partial-Label Learning. CVPR Shiyu Xia, Jiaqi Lv, Ning Xu, Gang Niu, Xin Geng
2023	J	`jnl`	Towards Effective Visual Representations for Partial-Label Learning. CoRR Shiyu Xia, Jiaqi Lv, Ning Xu, Gang Niu, Xin Geng
2023	J	`jnl`	Transformer as Linear Expansion of Learngene. CoRR Shiyu Xia, Miaosen Zhang, Xu Yang, Ruiming Chen, Haokun Chen, Xin Geng
2022	A*	`conf`	Ambiguity-Induced Contrastive Learning for Instance-Dependent Partial Label Learning. IJCAI Shiyu Xia, Jiaqi Lv, Ning Xu, Xin Geng
2022	—	`conf`	Intelligent rush repair of unmanned distribution network based on deep reinforcement learning. MSN Yue Zhao, Yang Chuan, Shi Pu, Xuwen Han, Shiyu Xia, Yanqi Xie
2022	A*	`conf`	Learngene: From Open-World to Your Learning Task. AAAI Qiu-Feng Wang, Xin Geng, Shuxia Lin, Shiyu Xia, Lei Qi, Ning Xu
2022	J	`jnl`	Reliable Sensing Data Fusion Through Robust Multiview Prototype Learning. IEEE Trans. Ind. Informatics Qing Tian, Shiyu Xia, Meng Cao, Keyang Cheng
2022	J	`jnl`	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. Shiyu Xia, Huaiyong Shao, Hao Wang, Wei Xian, Qiufang Shao, Ziqiang Yin, Jiaguo Qi
2021	J	`jnl`	Learngene: From Open-World to Your Learning Task. CoRR Qiufeng Wang, Xin Geng, Shuxia Lin, Shiyu Xia, Lei Qi, Ning Xu