Liping Yi - RankMe

40 papers A* 8A 1B 2C 1Misc 4Journal 19Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Advances and Open Challenges in Federated Foundation Models. IEEE Commun. Surv. Tutorials Chao Ren, Han Yu, Hongyi Peng, Xiaoli Tang, Bo Zhao, Liping Yi, Alysa Ziying Tan, Yulan Gao, Anran Li, Xiaoxiao Li, Zengxiang Li, Qiang Yang
2026	J	`jnl`	CSQoS: Continual Sparse QoS Measurement for Edge Clouds With GNN-Based Variational Bayesian. IEEE Internet Things J. Heng Zhang, Liping Yi, Xiaofei Wang, Wenyu Wang
2026	J	`jnl`	FedPDPO: Federated Personalized Direct Preference Optimization for Large Language Model Alignment. CoRR Kewen Zhu, Liping Yi, Zhiming Zhao, Zhuang Qi, Han Yu, Qinghua Hu
2026	J	`jnl`	Helix: A Dual-Helix Co-Evolutionary Multi-Agent System for Prompt Optimization and Question Reformulation. CoRR Kewen Zhu, Liping Yi, Zhiming Zhao, Xiang Li, Qinghua Hu
2026	J	`jnl`	Social Hippocampus Memory Learning. CoRR Liping Yi, Zhiming Zhao, Qinghua Hu
2026	J	`jnl`	pFedMoE: Data-Level Personalization With Mixture of Experts in Model-Heterogeneous Personalized Federated Learning. IEEE Trans. Knowl. Data Eng. Liping Yi, Han Yu, Gang Wang, Xiaoguang Liu, Qinghua Hu
2025	J	`jnl`	A survey and benchmark evaluation for neural-network-based lossless universal compressors toward multi-source data. Frontiers Comput. Sci. Hui Sun, Huidong Ma, Feng Ling, Haonan Xie, Yongxia Sun, Liping Yi, Meng Yan, Cheng Zhong, Xiaoguang Liu, Gang Wang
2025	Misc	`conf`	Adaptive Lossless Compression for Genomics Data by Multiple (s, k)-mer Encoding and XLSTM. ICASSP Hui Sun, Yanfeng Ding, Liping Yi, Huidong Ma, Haonan Xie, Gang Wang, Xiaoguang Liu
2025	A*	`conf`	Genomics Data Lossless Compression with (S, K)-Mer Encoding and Deep Neural Networks. AAAI Hui Sun, Liping Yi, Huidong Ma, Yongxia Sun, Yingfeng Zheng, Wenwen Cui, Meng Yan, Gang Wang, Xiaoguang Liu
2025	Misc	`conf`	HFedPFS: Heterogeneous Federated Learning with Personalized Data Feature Sharing. ICASSP Jingxian Xu, Liping Yi, Gang Wang, Xiaoguang Liu
2025	A*	`conf`	MSDZip: Universal Lossless Compression for Multi-source Data via Stepwise-parallel and Learning-based Prediction. WWW Huidong Ma, Hui Sun, Liping Yi, Yanfeng Ding, Xiaoguang Liu, Gang Wang
2025	Misc	`conf`	Multi-source Data Lossless Compression via Parallel Expansion Mapping and xLSTM. ICASSP Huidong Ma, Hui Sun, Liping Yi, Xiaoguang Liu, Gang Wang
2025	—	`conf`	PMKLC: Parallel Multi-Knowledge Learning-based Lossless Compression for Large-Scale Genomics Database. KDD (2) Hui Sun, Yanfeng Ding, Liping Yi, Huidong Ma, Gang Wang, Xiaoguang Liu, Cheng Zhong, Wentong Cai
2025	J	`jnl`	PMKLC: Parallel Multi-Knowledge Learning-based Lossless Compression for Large-Scale Genomics Database. CoRR Hui Sun, Yanfeng Ding, Liping Yi, Huidong Ma, Gang Wang, Xiaoguang Liu, Cheng Zhong, Wentong Cai
2025	J	`jnl`	SampDedup: Sampling Prediction for Efficient Inline Data Deduplication on Non-volatile Memory. ACM Trans. Archit. Code Optim. Ziyue Xu, Yichen Li, Ranzhe Deng, Liping Yi, Yusen Li, Gang Wang, Xiaoguang Liu
2025	A*	`conf`	pFedAFM: Adaptive Feature Mixture for Data-Level Personalization in Heterogeneous Federated Learning on Mobile Edge Devices. ICDE Liping Yi, Han Yu, Gang Wang, Xiaoguang Liu, Xiaoxiao Li
2025	A*	`conf`	pFedES: Generalized Proxy Feature Extractor Sharing for Model Heterogeneous Personalized Federated Learning. AAAI Liping Yi, Han Yu, Chao Ren, Gang Wang, Xiaoguang Liu, Xiaoxiao Li
2024	—	`conf`	APFL: Active-Passive Forgery Localization for Medical Images. PKDD (4) Nan Wang, Jiaqi Shi, Liping Yi, Gang Wang, Ming Su, Xiaoguang Liu
2024	—	`conf`	AdpDM: Adaptive Data Model for Efficient Dynamic Management of Large-Scale High-Cardinality Time-Series Databases. DASFAA (5) Ziyue Xu, Sutong Huang, Di Fei, Liping Yi, Chenfei Zhou, Gang Wang, Xiaoguang Liu, Xinyu Liu, Wenqing Yu, Zijing Wei, Shaozhi Liu
2024	J	`jnl`	FedPE: Adaptive Model Pruning-Expanding for Federated Learning on Mobile Devices. IEEE Trans. Mob. Comput. Liping Yi, Xiaorong Shi, Nan Wang, Jinsong Zhang, Gang Wang, Xiaoguang Liu
2024	A*	`conf`	FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning. IJCAI Liping Yi, Han Yu, Zhuan Shi, Gang Wang, Xiaoguang Liu, Lizhen Cui, Xiaoxiao Li
2024	A*	`conf`	Federated Model Heterogeneous Matryoshka Representation Learning. NeurIPS Liping Yi, Han Yu, Chao Ren, Gang Wang, Xiaoguang Liu, Xiaoxiao Li
2024	J	`jnl`	Federated Model Heterogeneous Matryoshka Representation Learning. CoRR Liping Yi, Han Yu, Chao Ren, Gang Wang, Xiaoguang Liu, Xiaoxiao Li
2024	J	`jnl`	QSFL: Two-Level Communication-Efficient Federated Learning on Mobile Edge Devices. IEEE Trans. Serv. Comput. Liping Yi, Gang Wang, Xiaofei Wang, Xiaoguang Liu
2024	J	`jnl`	pFedAFM: Adaptive Feature Mixture for Batch-Level Personalization in Heterogeneous Federated Learning. CoRR Liping Yi, Han Yu, Chao Ren, Heng Zhang, Gang Wang, Xiaoguang Liu, Xiaoxiao Li
2024	J	`jnl`	pFedKT: Personalized federated learning with dual knowledge transfer. Knowl. Based Syst. Liping Yi, Xiaorong Shi, Nan Wang, Gang Wang, Xiaoguang Liu, Zhuan Shi, Han Yu
2024	J	`jnl`	pFedMoE: Data-Level Personalization with Mixture of Experts for Model-Heterogeneous Personalized Federated Learning. CoRR Liping Yi, Han Yu, Chao Ren, Heng Zhang, Gang Wang, Xiaoguang Liu, Xiaoxiao Li
2023	Misc	`conf`	FFEDCL: Fair Federated Learning with Contrastive Learning. ICASSP Xiaorong Shi, Liping Yi, Xiaoguang Liu, Gang Wang
2023	A*	`conf`	FedGH: Heterogeneous Federated Learning with Generalized Global Header. ACM Multimedia Liping Yi, Gang Wang, Xiaoguang Liu, Zhuan Shi, Han Yu
2023	J	`jnl`	FedGH: Heterogeneous Federated Learning with Generalized Global Header. CoRR Liping Yi, Gang Wang, Xiaoguang Liu, Zhuan Shi, Han Yu
2023	J	`jnl`	FedLoRA: Model-Heterogeneous Personalized Federated Learning with LoRA Tuning. CoRR Liping Yi, Han Yu, Gang Wang, Xiaoguang Liu
2023	B	`conf`	FedRRA: Reputation-Aware Robust Federated Learning against Poisoning Attacks. IJCNN Liping Yi, Xiaorong Shi, Wenrui Wang, Gang Wang, Xiaoguang Liu
2023	J	`jnl`	FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning. CoRR Liping Yi, Han Yu, Zhuan Shi, Gang Wang, Xiaoguang Liu
2023	A	`conf`	FedWM: Federated Crowdsourcing Workforce Management Service for Productive Laziness. ICWS Zhuan Shi, Zhenyu Yao, Liping Yi, Han Yu, Lan Zhang, Xiang-Yang Li
2023	B	`conf`	MemAU-Net: Memory-Enhanced Attention U-Net for Medical Image Forgery Localization. IJCNN Nan Wang, Liping Yi, Gang Wang, Xiaoguang Liu
2023	J	`jnl`	pFedES: Model Heterogeneous Personalized Federated Learning with Feature Extractor Sharing. CoRR Liping Yi, Han Yu, Gang Wang, Xiaoguang Liu
2023	—	`conf`	pFedLHNs: Personalized Federated Learning via Local Hypernetworks. ICANN (3) Liping Yi, Xiaorong Shi, Nan Wang, Ziyue Xu, Gang Wang, Xiaoguang Liu
2022	A*	`conf`	QSFL: A Two-Level Uplink Communication Optimization Framework for Federated Learning. ICML Liping Yi, Gang Wang, Xiaoguang Liu
2020	—	`conf`	SU-Net: An Efficient Encoder-Decoder Model of Federated Learning for Brain Tumor Segmentation. ICANN (1) Liping Yi, Jinsong Zhang, Rui Zhang, Jiaqi Shi, Gang Wang, Xiaoguang Liu
2019	C	`conf`	Two-Erasure Codes from 3-Plexes. NPC Liping Yi, Rebecca J. Stones, Gang Wang