Zhiyuan Ning

42 papers A* 7A 1B 1Journal 28Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
AutoFigure-Edit: Generating Editable Scientific Illustration.
CoRR
Zhen Lin, Qiujie Xie, Minjun Zhu, Shichen Li, Qiyao Sun, Enhao Gu, Yiran Ding, Ke Sun, Fang Guo, Panzhong Lu, Zhiyuan Ning, Yixuan Weng, Yue Zhang
2026 J jnl
Deep cut-informed graph embedding and clustering.
Inf. Fusion
Zhiyuan Ning, Zaitian Wang, Ran Zhang, Ping Xu, Kunpeng Liu, Pengyang Wang, Wei Ju, Pengfei Wang, Yuanchun Zhou, Erik Cambria, Chong Chen
2025 J jnl
Abduct, Act, Predict: Scaffolding Causal Inference for Automated Failure Attribution in Multi-Agent Systems.
CoRR
Alva West, Yixuan Weng, Minjun Zhu, Zhen Lin, Zhiyuan Ning, Yue Zhang
2025 B conf
COMAE: COMprehensive Attribute Exploration for Zero-shot Hashing.
ICMR
Yuqi Li, Qingqing Long, Yihang Zhou, Ran Zhang, Zhiyuan Ning, Zhihong Zhu, Yuanchun Zhou, Xuezhi Wang, Meng Xiao
2025 J jnl
Collaborative Multi-Agent Reinforcement Learning for Automated Feature Transformation with Graph-Driven Path Optimization.
CoRR
Xiaohan Huang, Dongjie Wang, Zhiyuan Ning, Ziyue Qiao, Qingqing Long, Haowei Zhu, Yi Du, Min Wu, Yuanchun Zhou, Meng Xiao
2025 J jnl
Deep Cut-informed Graph Embedding and Clustering.
CoRR
Zhiyuan Ning, Zaitian Wang, Ran Zhang, Ping Xu, Kunpeng Liu, Pengyang Wang, Wei Ju, Pengfei Wang, Yuanchun Zhou, Erik Cambria, Chong Chen
2025 — conf
Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning.
ACL (Findings)
Hao Dong, Ziyue Qiao, Zhiyuan Ning, Qi Hao, Yi Du, Pengyang Wang, Yuanchun Zhou
2025 J jnl
Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning.
CoRR
Hao Dong, Ziyue Qiao, Zhiyuan Ning, Qi Hao, Yi Du, Pengyang Wang, Yuanchun Zhou
2025 — conf
Distilling Closed-Source LLM's Knowledge for Locally Stable and Economic Biomedical Entity Linking.
ICIC (25)
Yihao Ai, Zhiyuan Ning, Weiwei Dai, Pengfei Wang, Yi Du, Wenjuan Cui, Kunpeng Liu, Yuanchun Zhou
2025 J jnl
Distilling Closed-Source LLM's Knowledge for Locally Stable and Economic Biomedical Entity Linking.
CoRR
Yihao Ai, Zhiyuan Ning, Weiwei Dai, Pengfei Wang, Yi Du, Wenjuan Cui, Kunpeng Liu, Yuanchun Zhou
2025 J jnl
Interdisciplinary Fairness in Imbalanced Research Proposal Topic Inference: A Hierarchical Transformer-based Method with Selective Interpolation.
ACM Trans. Knowl. Discov. Data
Meng Xiao, Min Wu, Ziyue Qiao, Yanjie Fu, Zhiyuan Ning, Yi Du, Yuanchun Zhou
2025 A* conf
Rethinking Graph Contrastive Learning Through Relative Similarity Preservation.
IJCAI
Zhiyuan Ning, Pengfei Wang, Ziyue Qiao, Pengyang Wang, Yuanchun Zhou
2025 J jnl
Rethinking Graph Contrastive Learning through Relative Similarity Preservation.
CoRR
Zhiyuan Ning, Pengfei Wang, Ziyue Qiao, Pengyang Wang, Yuanchun Zhou
2025 J jnl
Soft Graph Clustering for single-cell RNA Sequencing Data.
CoRR
Ping Xu, Pengfei Wang, Zhiyuan Ning, Meng Xiao, Min Wu, Yuanchun Zhou
2025 J jnl
Soft graph clustering for single-cell RNA sequencing data.
BMC Bioinform.
Ping Xu, Pengfei Wang, Zhiyuan Ning, Meng Xiao, Min Wu, Yuanchun Zhou
2025 A* conf
scSiameseClu: A Siamese Clustering Framework for Interpreting Single-cell RNA Sequencing Data.
IJCAI
Ping Xu, Zhiyuan Ning, Pengjiang Li, Wenhao Liu, Pengyang Wang, Jiaxu Cui, Yuanchun Zhou, Pengfei Wang
2025 J jnl
scSiameseClu: A Siamese Clustering Framework for Interpreting single-cell RNA Sequencing Data.
CoRR
Ping Xu, Zhiyuan Ning, Pengjiang Li, Wenhao Liu, Pengyang Wang, Jiaxu Cui, Yuanchun Zhou, Pengfei Wang
2024 J jnl
A Dual-channel Semi-supervised Learning Framework on Graphs via Knowledge Transfer and Meta-learning.
ACM Trans. Web
Ziyue Qiao, Pengyang Wang, Pengfei Wang, Zhiyuan Ning, Yanjie Fu, Yi Du, Yuanchun Zhou, Jianqiang Huang, Xian-Sheng Hua, Hui Xiong
2024 A* conf
Deep Frequency Derivative Learning for Non-stationary Time Series Forecasting.
IJCAI
Wei Fan, Kun Yi, Hangting Ye, Zhiyuan Ning, Qi Zhang, Ning An
2024 J jnl
Deep Frequency Derivative Learning for Non-stationary Time Series Forecasting.
CoRR
Wei Fan, Kun Yi, Hangting Ye, Zhiyuan Ning, Qi Zhang, Ning An
2024 J jnl
Enhancing Tabular Data Optimization with a Flexible Graph-based Reinforced Exploration Strategy.
CoRR
Xiaohan Huang, Dongjie Wang, Zhiyuan Ning, Ziyue Qiao, Qingqing Long, Haowei Zhu, Min Wu, Yuanchun Zhou, Meng Xiao
2024 A* conf
FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization.
IJCAI
Zhiyuan Ning, Chunlin Tian, Meng Xiao, Wei Fan, Pengyang Wang, Li Li, Pengfei Wang, Yuanchun Zhou
2024 J jnl
FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization.
CoRR
Zhiyuan Ning, Chunlin Tian, Meng Xiao, Wei Fan, Pengyang Wang, Li Li, Pengfei Wang, Yuanchun Zhou
2024 J jnl
Temporal inductive path neural network for temporal knowledge graph reasoning.
Artif. Intell.
Hao Dong, Pengyang Wang, Meng Xiao, Zhiyuan Ning, Pengfei Wang, Yuanchun Zhou
2024 — conf
scCDCG: Efficient Deep Structural Clustering for Single-Cell RNA-Seq via Deep Cut-Informed Graph Embedding.
DASFAA (7)
Ping Xu, Zhiyuan Ning, Meng Xiao, Guihai Feng, Xin Li, Yuanchun Zhou, Pengfei Wang
2024 J jnl
scCDCG: Efficient Deep Structural Clustering for single-cell RNA-seq via Deep Cut-informed Graph Embedding.
CoRR
Ping Xu, Zhiyuan Ning, Meng Xiao, Guihai Feng, Xin Li, Yuanchun Zhou, Pengfei Wang
2023 A* conf
Adaptive Path-Memory Network for Temporal Knowledge Graph Reasoning.
IJCAI
Hao Dong, Zhiyuan Ning, Pengyang Wang, Ziyue Qiao, Pengfei Wang, Yuanchun Zhou, Yanjie Fu
2023 J jnl
Adaptive Path-Memory Network for Temporal Knowledge Graph Reasoning.
CoRR
Hao Dong, Zhiyuan Ning, Pengyang Wang, Ziyue Qiao, Pengfei Wang, Yuanchun Zhou, Yanjie Fu
2023 J jnl
Interdisciplinary Fairness in Imbalanced Research Proposal Topic Inference: A Hierarchical Transformer-based Method with Selective Interpolation.
CoRR
Meng Xiao, Min Wu, Ziyue Qiao, Yanjie Fu, Zhiyuan Ning, Yi Du, Yuanchun Zhou
2023 A conf
NEEDED: Introducing Hierarchical Transformer to Eye Diseases Diagnosis.
SDM
Xu Ye, Meng Xiao, Zhiyuan Ning, Weiwei Dai, Wenjuan Cui, Yi Du, Yuanchun Zhou
2023 J jnl
RPT: Toward Transferable Model on Heterogeneous Researcher Data via Pre-Training.
IEEE Trans. Big Data
Ziyue Qiao, Yanjie Fu, Pengyang Wang, Meng Xiao, Zhiyuan Ning, Denghui Zhang, Yi Du, Yuanchun Zhou
2023 A* conf
Resolving the Imbalance Issue in Hierarchical Disciplinary Topic Inference via LLM-based Data Augmentation.
ICDM
Xunxin Cai, Meng Xiao, Zhiyuan Ning, Yuanchun Zhou
2023 — conf
Resolving the Imbalance Issue in Hierarchical Disciplinary Topic Inference via LLM-based Data Augmentation.
ICDM (Workshops)
Xunxin Cai, Meng Xiao, Zhiyuan Ning, Yuanchun Zhou
2023 J jnl
Resolving the Imbalance Issue in Hierarchical Disciplinary Topic Inference via LLM-based Data Augmentation.
CoRR
Xunxin Cai, Meng Xiao, Zhiyuan Ning, Yuanchun Zhou
2023 J jnl
Temporal Inductive Path Neural Network for Temporal Knowledge Graph Reasoning.
CoRR
Hao Dong, Pengyang Wang, Meng Xiao, Zhiyuan Ning, Pengfei Wang, Yuanchun Zhou
2022 J jnl
Graph Soft-Contrastive Learning via Neighborhood Ranking.
CoRR
Zhiyuan Ning, Pengfei Wang, Pengyang Wang, Ziyue Qiao, Wei Fan, Denghui Zhang, Yi Du, Yuanchun Zhou
2022 J jnl
NEEDED: Introducing Hierarchical Transformer to Eye Diseases Diagnosis.
CoRR
Xu Ye, Meng Xiao, Zhiyuan Ning, Weiwei Dai, Wenjuan Cui, Yi Du, Yuanchun Zhou
2021 A* conf
Context-Enhanced Entity and Relation Embedding for Knowledge Graph Completion (Student Abstract).
AAAI
Ziyue Qiao, Zhiyuan Ning, Yi Du, Yuanchun Zhou
2021 — conf
LightCAKE: A Lightweight Framework for Context-Aware Knowledge Graph Embedding.
PAKDD (3)
Zhiyuan Ning, Ziyue Qiao, Hao Dong, Yi Du, Yuanchun Zhou
2021 J jnl
LightCAKE: A Lightweight Framework for Context-Aware Knowledge Graph Embedding.
CoRR
Zhiyuan Ning, Ziyue Qiao, Hao Dong, Yi Du, Yuanchun Zhou
2021 J jnl
RPT: Toward Transferable Model on Heterogeneous Researcher Data via Pre-Training.
CoRR
Ziyue Qiao, Yanjie Fu, Pengyang Wang, Meng Xiao, Zhiyuan Ning, Yi Du, Yuanchun Zhou
2020 J jnl
Context-Enhanced Entity and Relation Embedding for Knowledge Graph Completion.
CoRR
Ziyue Qiao, Zhiyuan Ning, Yi Du, Yuanchun Zhou