Team Peter-Parker at SemEval-2019 Task 4: BERT-Based Method in Hyperpartisan News Detection. - Zhiyuan Ning; Yuanzhen Lin; Ruichao Zhong (SemEval@NAACL-HLT, 2019)

Context-Enhanced Entity and Relation Embedding for Knowledge Graph Completion. - Ziyue Qiao; Zhiyuan Ning; Yi Du; Yuanchun Zhou (CoRR, 2020)

Context-Enhanced Entity and Relation Embedding for Knowledge Graph Completion (Student Abstract). - Ziyue Qiao; Zhiyuan Ning; Yi Du; Yuanchun Zhou (AAAI, 2021)

LightCAKE: A Lightweight Framework for Context-Aware Knowledge Graph Embedding. - Zhiyuan Ning; Ziyue Qiao; Hao Dong 010; Yi Du; Yuanchun Zhou (PAKDD (3), 2021)

RPT: Toward Transferable Model on Heterogeneous Researcher Data via Pre-Training. - Ziyue Qiao; Yanjie Fu; Pengyang Wang; Meng Xiao 001; Zhiyuan Ning; Yi Du; Yuanchun Zhou (CoRR, 2021)

Graph Soft-Contrastive Learning via Neighborhood Ranking. - Zhiyuan Ning; Pengfei Wang 008; Pengyang Wang; Ziyue Qiao; Wei Fan 010; Denghui Zhang; Yi Du; Yuanchun Zhou (CoRR, 2022)

Resolving the Imbalance Issue in Hierarchical Disciplinary Topic Inference via LLM-based Data Augmentation. - Xunxin Cai; Meng Xiao 001; Zhiyuan Ning; Yuanchun Zhou (ICDM (Workshops), 2023)

Adaptive Path-Memory Network for Temporal Knowledge Graph Reasoning. - Hao Dong 010; Zhiyuan Ning; Pengyang Wang; Ziyue Qiao; Pengfei Wang 008; Yuanchun Zhou; Yanjie Fu (IJCAI, 2023)

NEEDED: Introducing Hierarchical Transformer to Eye Diseases Diagnosis. - Xu Ye; Meng Xiao 001; Zhiyuan Ning; Weiwei Dai; Wenjuan Cui; Yi Du; Yuanchun Zhou (SDM, 2023)

Multi-scale Spatial-temporal Interaction Network for Video Anomaly Detection. - Zhiyuan Ning; Zhangxun Li; Liang Song (CoRR, 2023)

RPT: Toward Transferable Model on Heterogeneous Researcher Data via Pre-Training. - Ziyue Qiao; Yanjie Fu; Pengyang Wang; Meng Xiao 001; Zhiyuan Ning; Denghui Zhang; Yi Du; Yuanchun Zhou (IEEE Trans. Big Data, 2023)

scCDCG: Efficient Deep Structural Clustering for Single-Cell RNA-Seq via Deep Cut-Informed Graph Embedding. - Ping Xu; Zhiyuan Ning; Meng Xiao 001; Guihai Feng; Xin Li; Yuanchun Zhou; Pengfei Wang 008 (DASFAA (7), 2024)

Channel Fitting Network for Retinal Lesion Segmentation from OCT Images. - Zhiyu Ning; Yupeng Xu; Changyang Li; Yichao Hao; Zhiyuan Ning; Cong Liu; Ke Yan 005 (EMBC, 2024)

Radio Frequency Signal based Human Silhouette Segmentation: A Sequential Diffusion Approach. - Penghui Wen; Kun Hu; Dong Yuan 001; Zhiyuan Ning; Changyang Li; Zhiyong Wang 001 (ICME, 2024)

MuMoSNet: 3D MRI-based Brain Tumor Segmentation via Multi-modal and Multi-scale Feature Fusion. - Zhiyuan Zhu; Zhiyuan Ning; Hui Cui 002; Junao Shen; Jiaheng Wang; Xinyu Wang; Tian Feng 001 (ICME, 2024)

Deep Frequency Derivative Learning for Non-stationary Time Series Forecasting. - Wei Fan 010; Kun Yi 001; Hangting Ye; Zhiyuan Ning; Qi Zhang 020; Ning An 001 (IJCAI, 2024)

FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization. - Zhiyuan Ning; Chunlin Tian; Meng Xiao 001; Wei Fan 010; Pengyang Wang; Li Li 064; Pengfei Wang 008; Yuanchun Zhou (IJCAI, 2024)

A Multi-information Dual-Layer Cross-Attention Model for Esophageal Fistula Prognosis. - Jianqiao Zhang 003; Hao Xiong 001; Qiangguo Jin; Tian Feng 001; Jiquan Ma; Ping Xuan; Peng Cheng; Zhiyuan Ning; Zhiyu Ning; Changyang Li; Linlin Wang; Hui Cui 002 (MICCAI (5), 2024)

Temporal inductive path neural network for temporal knowledge graph reasoning. - Hao Dong 010; Pengyang Wang; Meng Xiao 001; Zhiyuan Ning; Pengfei Wang 008; Yuanchun Zhou (Artif. Intell., 2024)

Multi-view attribute learning and context relationship encoding enhanced segmentation of lung tumors from CT images. - Ping Xuan; Xiuqiang Chu; Hui Cui 002; Toshiya Nakaguchi; Linlin Wang; Zhiyuan Ning; Zhiyu Ning; Changyang Li; Tiangang Zhang (Comput. Biol. Medicine, 2024)

Memory-enhanced appearance-motion consistency framework for video anomaly detection. - Zhiyuan Ning; Zile Wang; Yang Liu 246; Jing Liu 050; Liang Song (Comput. Commun., 2024)

Enhancing Tabular Data Optimization with a Flexible Graph-based Reinforced Exploration Strategy. - Xiaohan Huang 003; Dongjie Wang; Zhiyuan Ning; Ziyue Qiao; Qingqing Long; Haowei Zhu; Min Wu 008; Yuanchun Zhou; Meng Xiao 001 (CoRR, 2024)

SecureTLM: Private inference for transformer-based large model with MPC. - Yuntian Chen; Xianjia Meng; Zhiying Shi; Zhiyuan Ning; Jingzhi Lin (Inf. Sci., 2024)

Dynamics modeling and analysis of planetary gear mechanism under mixed elastohydrodynamic lubrication. - Zhiyuan Ning; Zhengfeng Bai (Simul. Model. Pract. Theory, 2024)

A Dual-channel Semi-supervised Learning Framework on Graphs via Knowledge Transfer and Meta-learning. - Ziyue Qiao; Pengyang Wang; Pengfei Wang 008; Zhiyuan Ning; Yanjie Fu; Yi Du; Yuanchun Zhou; Jianqiang Huang; Xian-Sheng Hua 001; Hui Xiong 001 (ACM Trans. Web, 2024)

Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning. - Hao Dong 010; Ziyue Qiao; Zhiyuan Ning; Qi Hao 001; Yi Du; Pengyang Wang; Yuanchun Zhou (ACL (Findings), 2025)

Distilling Closed-Source LLM's Knowledge for Locally Stable and Economic Biomedical Entity Linking. - Yihao Ai; Zhiyuan Ning; Weiwei Dai; Pengfei Wang 008; Yi Du; Wenjuan Cui; Kunpeng Liu 001; Yuanchun Zhou (ICIC (25), 2025)

COMAE: COMprehensive Attribute Exploration for Zero-shot Hashing. - Yuqi Li; Qingqing Long; Yihang Zhou; Ran Zhang 008; Zhiyuan Ning; Zhihong Zhu; Yuanchun Zhou; Xuezhi Wang 004; Meng Xiao 001 (ICMR, 2025)

CostSphere: A Cost Model-Driven Privacy-Preserving Machine Learning Framework with Network Context Adaptation. - Yuntian Chen; Zhanyong Tang; Tianpei Lu; Bingsheng Zhang; Zhiying Shi; Zhiyuan Ning (IACR Cryptol. ePrint Arch., 2025)

A Portable and Stealthy Inaudible Voice Attack Based on Acoustic Metamaterials. - Zhiyuan Ning; Juan He; Zhanyong Tang; Weihang Hu; Xiaojiang Chen (CoRR, 2025)

Stealthy Voice Eavesdropping with Acoustic Metamaterials: Unraveling a New Privacy Threat. - Zhiyuan Ning; Zhanyong Tang; Juan He; Weizhi Meng 001; Yuntian Chen (CoRR, 2025)

Interdisciplinary Fairness in Imbalanced Research Proposal Topic Inference: A Hierarchical Transformer-based Method with Selective Interpolation. - Meng Xiao 001; Min Wu 008; Ziyue Qiao; Yanjie Fu; Zhiyuan Ning; Yi Du; Yuanchun Zhou (ACM Trans. Knowl. Discov. Data, 2025)

Collaborative Multi-Agent Reinforcement Learning for Automated Feature Transformation with Graph-Driven Path Optimization. - Xiaohan Huang 003; Dongjie Wang; Zhiyuan Ning; Ziyue Qiao; Qingqing Long; Haowei Zhu; Yi Du; Min Wu 008; Yuanchun Zhou; Meng Xiao 001 (CoRR, 2025)

Rethinking Graph Contrastive Learning through Relative Similarity Preservation. - Zhiyuan Ning; Pengfei Wang 008; Ziyue Qiao; Pengyang Wang; Yuanchun Zhou (CoRR, 2025)

scSiameseClu: A Siamese Clustering Framework for Interpreting single-cell RNA Sequencing Data. - Ping Xu; Zhiyuan Ning; Pengjiang Li; Wenhao Liu; Pengyang Wang; Jiaxu Cui; Yuanchun Zhou; Pengfei Wang 008 (CoRR, 2025)

MetaGuardian: Enhancing Voice Assistant Security through Advanced Acoustic Metamaterials. - Zhiyuan Ning; Zheng Wang; Zhanyong Tang (CoRR, 2025)

Soft graph clustering for single-cell RNA sequencing data. - Ping Xu; Pengfei Wang 008; Zhiyuan Ning; Meng Xiao 001; Min Wu 008; Yuanchun Zhou (BMC Bioinform., 2025)

Deep cut-informed graph embedding and clustering. - Zhiyuan Ning; Zaitian Wang; Ran Zhang 008; Ping Xu; Kunpeng Liu 001; Pengyang Wang; Wei Ju 001; Pengfei Wang 008; Yuanchun Zhou; Erik Cambria; Chong Chen 002 (Inf. Fusion, 2026)