ICFVR 2017: 3rd international competition on finger vein recognition. - Yi Zhang; Houjun Huang; Haifeng Zhang 002; Liao Ni; Wei Xu; Nasir Uddin Ahmed; Md. Shakil Ahmed; Yilun Jin; Yingjie Chen; Jingxuan Wen; Wenxin Li 005 (IJCB, 2017)

Live Demonstration: An EEG-Based Comparative Study of Light Color Effect on Mental Stress Relief Using an Integrated Mobile Application. - Yi Wu; Yilun Jin; Azusa Yokoyama; Chao Wang 101; Yongfu Li 002; Yan Liu 016; Guoxing Wang (BioCAS, 2019)

Hierarchical Community Structure Preserving Network Embedding: A Subspace Approach. - Qingqing Long; Yiming Wang; Lun Du; Guojie Song; Yilun Jin; Wei Lin (CIKM, 2019)

DANE: Domain Adaptive Network Embedding. - Yizhou Zhang; Guojie Song; Lun Du; Shuwen Yang; Yilun Jin (IJCAI, 2019)

SecureBoost: A Lossless Federated Learning Framework. - Kewei Cheng; Tao Fan 002; Yilun Jin; Yang Liu 165; Tianjian Chen; Qiang Yang 001 (CoRR, 2019)

GraLSP: Graph Neural Networks with Local Structural Patterns. - Yilun Jin; Guojie Song; Chuan Shi 001 (AAAI, 2020)

EPNE: Evolutionary Pattern Preserving Network Embedding. - Junshan Wang; Yilun Jin; Guojie Song; Xiaojun Ma (ECAI, 2020)

Domain Adaptive Classification on Heterogeneous Information Networks. - Shuwen Yang; Guojie Song; Yilun Jin; Lun Du (IJCAI, 2020)

Graph Structural-topic Neural Network. - Qingqing Long; Yilun Jin; Guojie Song; Yi Li 044; Wei Lin (KDD, 2020)

Active Domain Transfer on Network Embedding. - Lichen Jin; Yizhou Zhang; Guojie Song; Yilun Jin (WWW, 2020)

A Survey towards Federated Semi-supervised Learning. - Yilun Jin; Xiguang Wei; Yang Liu 165; Qiang Yang 001 (CoRR, 2020)

Rethinking Uncertainty in Deep Learning: Whether and How it Improves Robustness. - Yilun Jin; Lixin Fan; Kam Woh Ng; Ce Ju; Qiang Yang 001 (CoRR, 2020)

GraphMSE: Efficient Meta-path Selection in Semantically Aligned Feature Space for Graph Neural Networks. - Yi Li 044; Yilun Jin; Guojie Song; Zihao Zhu; Chuan Shi 001; Yiming Wang (AAAI, 2021)

Theoretically Improving Graph Neural Networks via Anonymous Walk Graph Kernels. - Qingqing Long; Yilun Jin; Yi Wu; Guojie Song (WWW, 2021)

A Novel Multi-Stage Ensemble Model With a Hybrid Genetic Algorithm for Credit Scoring on Imbalanced Data. - Yilun Jin; Wenyu Zhang 001; Xin Wu; Yanan Liu; Zeqian Hu (IEEE Access, 2021)

Ternary Hashing. - Chang Liu 069; Lixin Fan; Kam Woh Ng; Yilun Jin; Ce Ju; Tianyu Zhang; Chee Seng Chan; Qiang Yang 001 (CoRR, 2021)

CityNet: A Multi-city Multi-modal Dataset for Smart City Applications. - Xu Geng; Yilun Jin; Zhengfei Zheng; Yu Yang 012; Yexin Li; Han Tian; Peibo Duan; Leye Wang; Jiannong Cao 001; Hai Yang; Qiang Yang 001; Kai Chen 005 (CoRR, 2021)

SecureBoost: A Lossless Federated Learning Framework. - Kewei Cheng; Tao Fan 002; Yilun Jin; Yang Liu 165; Tianjian Chen; Dimitrios Papadopoulos 001; Qiang Yang 001 (IEEE Intell. Syst., 2021)

A novel multi-stage ensemble model with multiple K-means-based selective undersampling: An application in credit scoring. - Yilun Jin; Yanan Liu; Wenyu Zhang 001; Shuai Zhang 002; Yu Lou (J. Intell. Fuzzy Syst., 2021)

Secure Forward Aggregation for Vertical Federated Neural Networks. - Shuowei Cai; Di Chai; Liu Yang 008; Junxue Zhang 001; Yilun Jin; Leye Wang; Kun Guo 003; Kai Chen 005 (FL@IJCAI, 2022)

Selective Cross-City Transfer Learning for Traffic Prediction via Source City Region Re-Weighting. - Yilun Jin; Kai Chen 005; Qiang Yang 001 (KDD, 2022)

Fair-AdaBoost: Extending AdaBoost method to achieve fair classification. - Xiaoling Huang; Zhenghui Li; Yilun Jin; Wenyu Zhang 001 (Expert Syst. Appl., 2022)

Deep Convolutional Neural Network Based Medical Concept Normalization. - Guojie Song; Qingqing Long; Yi Luo; Yiming Wang; Yilun Jin (IEEE Trans. Big Data, 2022)

Transferable Graph Structure Learning for Graph-based Traffic Forecasting Across Cities. - Yilun Jin; Kai Chen 005; Qiang Yang 001 (KDD, 2023)

MDP: Model Decomposition and Parallelization of Vision Transformer for Distributed Edge Inference. - Weiyan Wang; Yiming Zhang; Yilun Jin; Han Tian; Li Chen (MSN, 2023)

A Dual-Output Picowatt Hybrid Voltage Reference with Digital Trimming Technique. - Yilun Jin; Yuhang Zhang 008; Zhiwen Gu; Jian Zhao 004; Zhihong Luo; Yanhan Zeng; Yongfu Li 002 (NEWCAS, 2023)

Federated Learning without Full Labels: A Survey. - Yilun Jin; Yang Liu 165; Kai Chen 005; Qiang Yang 001 (CoRR, 2023)

A Survey on Vertical Federated Learning: From a Layered Perspective. - Liu Yang 008; Di Chai; Junxue Zhang 001; Yilun Jin; Leye Wang; Hao Liu 026; Han Tian; Qian Xu; Kai Chen 005 (CoRR, 2023)

VERTICES: Efficient Two-Party Vertical Federated Linear Model with TTP-aided Secret Sharing. - Mingxuan Fan; Yilun Jin; Liu Yang 008; Zhenghang Ren; Kai Chen 005 (CoRR, 2023)

Federated Learning without Full Labels: A Survey. - Yilun Jin; Yang Liu 165; Kai Chen 005; Qiang Tang 001 (IEEE Data Eng. Bull., 2023)

Scalable and Efficient Full-Graph GNN Training for Large Graphs. - Xinchen Wan; Kaiqiang Xu; Xudong Liao; Yilun Jin; Kai Chen 005; Xin Jin 008 (Proc. ACM Manag. Data, 2023)

DHCF: Dual disentangled-view hierarchical contrastive learning for fake news detection on social media. - Haosen Wang; Pan Tang; Hanyue Kong; Yilun Jin; Chunqi Wu; Linghong Zhou (Inf. Sci., 2023)

Understanding Communication Characteristics of Distributed Training. - Wenxue Li; Xiangzhou Liu; Yuxuan Li; Yilun Jin; Han Tian; Zhizhen Zhong; Guyue Liu; Ying Zhang 022; Kai Chen 005 (APNet, 2024)

Accelerating Privacy-Preserving Machine Learning With GeniBatch. - Xinyang Huang; Junxue Zhang 001; Xiaodian Cheng; Hong Zhang 025; Yilun Jin; Shuihai Hu; Han Tian; Kai Chen 005 (EuroSys, 2024)

Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models. - Yilun Jin; Zheng Li 018; Chenwei Zhang; Tianyu Cao 001; Yifan Gao 001; Pratik Jayarao; Mao Li; Xin Liu 039; Ritesh Sarkhel; Xianfeng Tang; Haodong Wang; Zhengyang Wang; et al. (NeurIPS, 2024)

Efficient Decentralized Federated Singular Vector Decomposition. - Di Chai; Junxue Zhang 001; Liu Yang 008; Yilun Jin; Leye Wang; Kai Chen 005; Qiang Yang 001 (USENIX ATC, 2024)

PackVFL: Efficient HE Packing for Vertical Federated Learning. - Liu Yang 008; Shuowei Cai; Di Chai; Junxue Zhang 001; Han Tian; Yilun Jin; Kun Guo 003; Kai Chen 005; Qiang Yang 001 (CoRR, 2024)

Exploiting Student Parallelism for Low-latency GPU Inference of BERT-like Models in Online Services. - Weiyan Wang; Yilun Jin; Yiming Zhang 003; Victor Junqiu Wei; Han Tian; Li Chen 008; Kai Chen 005 (CoRR, 2024)

Capturing word positions does help: A multi-element hypergraph gated attention network for document classification. - Yilun Jin; Wei Yin; Haoseng Wang; Fang He (Expert Syst. Appl., 2024)

A graph-powered large-scale fraud detection system. - Zhao Li 007; Biao Wang; Jiaming Huang; Yilun Jin; Zenghui Xu; Ji Zhang 001; Jianliang Gao (Int. J. Mach. Learn. Cybern., 2024)

Achieving Fairness Generalizability for Learning-based Congestion Control with Jury. - Han Tian; Xudong Liao; Decang Sun; Chaoliang Zeng; Yilun Jin; Junxue Zhang 001; Xinchen Wan; Zilong Wang 007; Yong Wang 046; Kai Chen 005 (EuroSys, 2025)

IntentionGPT: Boosting E-commerce User Intent Recognition with Self-data Augmentation and Structure-aware Retrieval. - Yilun Jin; Chunqi Wu; Ying Zhang 001; Chenlong Shi; Zhao Li 007; Wei Yin; Xuming Pan (WWW (Companion Volume), 2025)

Towards adaptive information propagation and aggregation in hypergraph model for node classification. - Yilun Jin; Wei Yin; Yiwei Wang; Yong Chen; Bo Xiao (Appl. Intell., 2025)

mFabric: An Efficient and Scalable Fabric for Mixture-of-Experts Training. - Xudong Liao; Yijun Sun; Han Tian; Xinchen Wan; Yilun Jin; Zilong Wang 007; Zhenghang Ren; Xinyang Huang; Wenxue Li; Kin Fai Tse; Zhizhen Zhong; Guyue Liu; et al. (CoRR, 2025)

Enhancing Token Filtering Efficiency in Large Language Model Training with Collider. - Di Chai; Pengbo Li; Feiyuan Zhang; Yilun Jin; Han Tian; Junxue Zhang 001; Kai Chen 005 (CoRR, 2025)

DH-RAG: A Dynamic Historical Context-Powered Retrieval-Augmented Generation Method for Multi-Turn Dialogue. - Feiyuan Zhang; Dezhi Zhu; James Ming; Yilun Jin; Di Chai; Liu Yang 008; Han Tian; Zhaoxin Fan; Kai Chen 005 (CoRR, 2025)