Yilun Jin

64 papers A* 12A 4B 1Journal 38Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Semi-Supervised Framework for Breast Ultrasound Segmentation with Training-Free Pseudo-Label Generation and Label Refinement.
CoRR
Ruili Li, Jiayi Ding, Ruiyu Li, Yilun Jin, Shiwen Ge, Yuwen Zeng, Xiaoyong Zhang, Eichi Takaya, Jan Vrba, Noriyasu Homma
2026 J jnl
Do More With Less: Architecture-Agnostic and Data-Free Extraction Attack Against Tabular Model.
IEEE Trans. Dependable Secur. Comput.
Yilun Jin, Wei Yin, Feng Tang
2025 J jnl
A Cluster-Based and Synergistically-Assisted Multiproxy Signatures for Drone Networks.
IEEE Internet Things J.
Junfeng Tian, Yilun Jin, Zhengping Jiang
2025 A conf
Achieving Fairness Generalizability for Learning-based Congestion Control with Jury.
EuroSys
Han Tian, Xudong Liao, Decang Sun, Chaoliang Zeng, Yilun Jin, Junxue Zhang, Xinchen Wan, Zilong Wang, Yong Wang, Kai Chen
2025 J jnl
Analyzing Communication Predictability in LLM Training.
CoRR
Wenxue Li, Xiangzhou Liu, Yuxuan Li, Yilun Jin, Zhenghang Ren, Xudong Liao, Han Tian, Bo Ren, Zhizhen Zhong, Guyue Liu, Ying Zhang, Kai Chen
2025 A* conf
Coflow Scheduling for LLM Training.
SIGCOMM
Xinchen Wan, Xinyu Yang, Kaiqiang Xu, Xudong Liao, Yilun Jin, Yijun Sun, Zhenghang Ren, Han Tian, Kai Chen
2025 J jnl
DH-RAG: A Dynamic Historical Context-Powered Retrieval-Augmented Generation Method for Multi-Turn Dialogue.
CoRR
Feiyuan Zhang, Dezhi Zhu, James Ming, Yilun Jin, Di Chai, Liu Yang, Han Tian, Zhaoxin Fan, Kai Chen
2025 J jnl
Dynamic correlation graph convolution network with embedded temporal correlation extraction for stock price forecasting.
Eng. Appl. Artif. Intell.
Fang He, Wei Yin, Yilun Jin, Zhengyang Chen
2025 J jnl
Enhancing Token Filtering Efficiency in Large Language Model Training with Collider.
CoRR
Di Chai, Pengbo Li, Feiyuan Zhang, Yilun Jin, Han Tian, Junxue Zhang, Kai Chen
2025 — conf
Experience Speaks Louder: Black-box Hard-label Adversarial Attack through Reinforcement Learning.
KDD (2)
Yilun Jin, Kun Zhu, Feng Tang, Jiaxuan Shi, Yong Chen
2025 — conf
Exploiting Student Parallelism for Low-latency GPU Inference of BERT-like Models in Online Services.
KDD (2)
Weiyan Wang, Yilun Jin, Yiming Zhang, Victor Junqiu Wei, Han Tian, Li Chen, Jinbao Xue, Yangyu Tao, Di Wang, Kai Chen
2025 J jnl
HCCAS: A hierarchical consensus-based certificateless aggregate signcryption scheme for drone networks.
J. Inf. Secur. Appl.
Junfeng Tian, Zhengping Jiang, Yilun Jin
2025 — conf
IntentionGPT: Boosting E-commerce User Intent Recognition with Self-data Augmentation and Structure-aware Retrieval.
WWW (Companion Volume)
Yilun Jin, Chunqi Wu, Ying Zhang, Chenglong Shi, Zhao Li, Wei Yin, Xuming Pan
2025 A* conf
MixNet: A Runtime Reconfigurable Optical-Electrical Fabric for Distributed Mixture-of-Experts Training.
SIGCOMM
Xudong Liao, Yijun Sun, Han Tian, Xinchen Wan, Yilun Jin, Zilong Wang, Zhenghang Ren, Xinyang Huang, Wenxue Li, Kin Fai Tse, Zhizhen Zhong, Guyue Liu, Ying Zhang, Xiaofeng Ye, Yiming Zhang, Kai Chen
2025 J jnl
Towards adaptive information propagation and aggregation in hypergraph model for node classification.
Appl. Intell.
Yilun Jin, Wei Yin, Yiwei Wang, Yong Chen, Bo Xiao
2025 J jnl
mFabric: An Efficient and Scalable Fabric for Mixture-of-Experts Training.
CoRR
Xudong Liao, Yijun Sun, Han Tian, Xinchen Wan, Yilun Jin, Zilong Wang, Zhenghang Ren, Xinyang Huang, Wenxue Li, Kin Fai Tse, Zhizhen Zhong, Guyue Liu, Ying Zhang, Xiaofeng Ye, Yiming Zhang, Kai Chen
2024 J jnl
A graph-powered large-scale fraud detection system.
Int. J. Mach. Learn. Cybern.
Zhao Li, Biao Wang, Jiaming Huang, Yilun Jin, Zenghui Xu, Ji Zhang, Jianliang Gao
2024 A conf
Accelerating Privacy-Preserving Machine Learning With GeniBatch.
EuroSys
Xinyang Huang, Junxue Zhang, Xiaodian Cheng, Hong Zhang, Yilun Jin, Shuihai Hu, Han Tian, Kai Chen
2024 J jnl
Capturing word positions does help: A multi-element hypergraph gated attention network for document classification.
Expert Syst. Appl.
Yilun Jin, Wei Yin, Haoseng Wang, Fang He
2024 — conf
Efficient Decentralized Federated Singular Vector Decomposition.
USENIX ATC
Di Chai, Junxue Zhang, Liu Yang, Yilun Jin, Leye Wang, Kai Chen, Qiang Yang
2024 J jnl
Exploiting Student Parallelism for Low-latency GPU Inference of BERT-like Models in Online Services.
CoRR
Weiyan Wang, Yilun Jin, Yiming Zhang, Victor Junqiu Wei, Han Tian, Li Chen, Kai Chen
2024 J jnl
PackVFL: Efficient HE Packing for Vertical Federated Learning.
CoRR
Liu Yang, Shuowei Cai, Di Chai, Junxue Zhang, Han Tian, Yilun Jin, Kun Guo, Kai Chen, Qiang Yang
2024 A* conf
Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models.
NeurIPS
Yilun Jin, Zheng Li, Chenwei Zhang, Tianyu Cao, Yifan Gao, Pratik Jayarao, Mao Li, Xin Liu, Ritesh Sarkhel, Xianfeng Tang, Haodong Wang, Zhengyang Wang, Wenju Xu, Jingfeng Yang, Qingyu Yin, Xian Li, Priyanka Nigam, Yi Xu, Kai Chen, Qiang Yang, Meng Jiang, Bing Yin
2024 J jnl
Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models.
CoRR
Yilun Jin, Zheng Li, Chenwei Zhang, Tianyu Cao, Yifan Gao, Pratik Jayarao, Mao Li, Xin Liu, Ritesh Sarkhel, Xianfeng Tang, Haodong Wang, Zhengyang Wang, Wenju Xu, Jingfeng Yang, Qingyu Yin, Xian Li, Priyanka Nigam, Yi Xu, Kai Chen, Qiang Yang, Meng Jiang, Bing Yin
2024 — conf
Understanding Communication Characteristics of Distributed Training.
APNet
Wenxue Li, Xiangzhou Liu, Yuxuan Li, Yilun Jin, Han Tian, Zhizhen Zhong, Guyue Liu, Ying Zhang, Kai Chen
2023 — conf
A Dual-Output Picowatt Hybrid Voltage Reference with Digital Trimming Technique.
NEWCAS
Yilun Jin, Yuhang Zhang, Zhiwen Gu, Jian Zhao, Zhihong Luo, Yanhan Zeng, Yongfu Li
2023 J jnl
A Survey on Vertical Federated Learning: From a Layered Perspective.
CoRR
Liu Yang, Di Chai, Junxue Zhang, Yilun Jin, Leye Wang, Hao Liu, Han Tian, Qian Xu, Kai Chen
2023 J jnl
DHCF: Dual disentangled-view hierarchical contrastive learning for fake news detection on social media.
Inf. Sci.
Haosen Wang, Pan Tang, Hanyue Kong, Yilun Jin, Chunqi Wu, Linghong Zhou
2023 J jnl
Federated Learning without Full Labels: A Survey.
CoRR
Yilun Jin, Yang Liu, Kai Chen, Qiang Yang
2023 J jnl
Federated Learning without Full Labels: A Survey.
IEEE Data Eng. Bull.
Yilun Jin, Yang Liu, Kai Chen, Qiang Tang
2023 — conf
MDP: Model Decomposition and Parallelization of Vision Transformer for Distributed Edge Inference.
MSN
Weiyan Wang, Yiming Zhang, Yilun Jin, Han Tian, Li Chen
2023 J jnl
Scalable and Efficient Full-Graph GNN Training for Large Graphs.
Proc. ACM Manag. Data
Xinchen Wan, Kaiqiang Xu, Xudong Liao, Yilun Jin, Kai Chen, Xin Jin
2023 A* conf
Transferable Graph Structure Learning for Graph-based Traffic Forecasting Across Cities.
KDD
Yilun Jin, Kai Chen, Qiang Yang
2023 J jnl
VERTICES: Efficient Two-Party Vertical Federated Linear Model with TTP-aided Secret Sharing.
CoRR
Mingxuan Fan, Yilun Jin, Liu Yang, Zhenghang Ren, Kai Chen
2022 J jnl
Deep Convolutional Neural Network Based Medical Concept Normalization.
IEEE Trans. Big Data
Guojie Song, Qingqing Long, Yi Luo, Yiming Wang, Yilun Jin
2022 J jnl
Fair-AdaBoost: Extending AdaBoost method to achieve fair classification.
Expert Syst. Appl.
Xiaoling Huang, Zhenghui Li, Yilun Jin, Wenyu Zhang
2022 — conf
Secure Forward Aggregation for Vertical Federated Neural Networks.
FL@IJCAI
Shuowei Cai, Di Chai, Liu Yang, Junxue Zhang, Yilun Jin, Leye Wang, Kun Guo, Kai Chen
2022 J jnl
Secure Forward Aggregation for Vertical Federated Neural Networks.
CoRR
Shuowei Cai, Di Chai, Liu Yang, Junxue Zhang, Yilun Jin, Leye Wang, Kun Guo, Kai Chen
2022 A* conf
Selective Cross-City Transfer Learning for Traffic Prediction via Source City Region Re-Weighting.
KDD
Yilun Jin, Kai Chen, Qiang Yang
2021 J jnl
A Novel Multi-Stage Ensemble Model With a Hybrid Genetic Algorithm for Credit Scoring on Imbalanced Data.
IEEE Access
Yilun Jin, Wenyu Zhang, Xin Wu, Yanan Liu, Zeqian Hu
2021 J jnl
A novel multi-stage ensemble model with multiple K-means-based selective undersampling: An application in credit scoring.
J. Intell. Fuzzy Syst.
Yilun Jin, Yanan Liu, Wenyu Zhang, Shuai Zhang, Yu Lou
2021 J jnl
CityNet: A Multi-city Multi-modal Dataset for Smart City Applications.
CoRR
Xu Geng, Yilun Jin, Zhengfei Zheng, Yu Yang, Yexin Li, Han Tian, Peibo Duan, Leye Wang, Jiannong Cao, Hai Yang, Qiang Yang, Kai Chen
2021 A* conf
GraphMSE: Efficient Meta-path Selection in Semantically Aligned Feature Space for Graph Neural Networks.
AAAI
Yi Li, Yilun Jin, Guojie Song, Zihao Zhu, Chuan Shi, Yiming Wang
2021 J jnl
SecureBoost: A Lossless Federated Learning Framework.
IEEE Intell. Syst.
Kewei Cheng, Tao Fan, Yilun Jin, Yang Liu, Tianjian Chen, Dimitrios Papadopoulos, Qiang Yang
2021 J jnl
Ternary Hashing.
CoRR
Chang Liu, Lixin Fan, Kam Woh Ng, Yilun Jin, Ce Ju, Tianyu Zhang, Chee Seng Chan, Qiang Yang
2021 A* conf
Theoretically Improving Graph Neural Networks via Anonymous Walk Graph Kernels.
WWW
Qingqing Long, Yilun Jin, Yi Wu, Guojie Song
2021 J jnl
Theoretically Improving Graph Neural Networks via Anonymous Walk Graph Kernels.
CoRR
Qingqing Long, Yilun Jin, Yi Wu, Guojie Song
2020 J jnl
A Survey towards Federated Semi-supervised Learning.
CoRR
Yilun Jin, Xiguang Wei, Yang Liu, Qiang Yang
2020 A* conf
Active Domain Transfer on Network Embedding.
WWW
Lichen Jin, Yizhou Zhang, Guojie Song, Yilun Jin
2020 A* conf
Domain Adaptive Classification on Heterogeneous Information Networks.
IJCAI
Shuwen Yang, Guojie Song, Yilun Jin, Lun Du
2020 A conf
EPNE: Evolutionary Pattern Preserving Network Embedding.
ECAI
Junshan Wang, Yilun Jin, Guojie Song, Xiaojun Ma
2020 J jnl
EPNE: Evolutionary Pattern Preserving Network Embedding.
CoRR
Junshan Wang, Yilun Jin, Guojie Song, Xiaojun Ma
2020 A* conf
GraLSP: Graph Neural Networks with Local Structural Patterns.
AAAI
Yilun Jin, Guojie Song, Chuan Shi
2020 A* conf
Graph Structural-topic Neural Network.
KDD
Qingqing Long, Yilun Jin, Guojie Song, Yi Li, Wei Lin
2020 J jnl
Graph Structural-topic Neural Network.
CoRR
Qingqing Long, Yilun Jin, Guojie Song, Yi Li, Wei Lin
2020 J jnl
Rethinking Uncertainty in Deep Learning: Whether and How it Improves Robustness.
CoRR
Yilun Jin, Lixin Fan, Kam Woh Ng, Ce Ju, Qiang Yang
2019 A* conf
DANE: Domain Adaptive Network Embedding.
IJCAI
Yizhou Zhang, Guojie Song, Lun Du, Shuwen Yang, Yilun Jin
2019 J jnl
DANE: Domain Adaptive Network Embedding.
CoRR
Yizhou Zhang, Guojie Song, Lun Du, Shuwen Yang, Yilun Jin
2019 J jnl
GraLSP: Graph Neural Networks with Local Structural Patterns.
CoRR
Yilun Jin, Guojie Song, Chuan Shi
2019 A conf
Hierarchical Community Structure Preserving Network Embedding: A Subspace Approach.
CIKM
Qingqing Long, Yiming Wang, Lun Du, Guojie Song, Yilun Jin, Wei Lin
2019 — conf
Live Demonstration: An EEG-Based Comparative Study of Light Color Effect on Mental Stress Relief Using an Integrated Mobile Application.
BioCAS
Yi Wu, Yilun Jin, Azusa Yokoyama, Chao Wang, Yongfu Li, Yan Liu, Guoxing Wang
2019 J jnl
SecureBoost: A Lossless Federated Learning Framework.
CoRR
Kewei Cheng, Tao Fan, Yilun Jin, Yang Liu, Tianjian Chen, Qiang Yang
2018 J jnl
ICFVR 2017: 3rd International Competition on Finger Vein Recognition.
CoRR
Yi Zhang, Houjun Huang, Haifeng Zhang, Liao Ni, Wei Xu, Nasir Uddin Ahmed, Md. Shakil Ahmed, Yilun Jin, Yingjie Chen, Jingxuan Wen, Wenxin Li
2017 B conf
ICFVR 2017: 3rd international competition on finger vein recognition.
IJCB
Yi Zhang, Houjun Huang, Haifeng Zhang, Liao Ni, Wei Xu, Nasir Uddin Ahmed, Md. Shakil Ahmed, Yilun Jin, Yingjie Chen, Jingxuan Wen, Wenxin Li