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Yuanchun Zhou

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

69

Venues

22

Active years

2005–2026

Best venue rank

A*

Where they publish

Papers

69 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIscCluBench: Comprehensive Benchmarking of Clustering Algorithms for Single-Cell RNA Sequencing.Ping Xu, Zaitian Wang, Zhirui Wang, Pengjiang Li, Jiajia Wang, Ran Zhang, Pengfei Wang, Yuanchun Zhou
2026ACLTLSA: LLM-Guided Text-Label Space Alignment with Contrastive Learning for Generalized Category Discovery.Wenxi Xu, Chuan Qin, Xi Chen, Chuyu Fang, Yuanchun Zhou, Hengshu Zhu
2026DASFAAZero-Shot Human Mobility Forecasting via Large Language Model with Hierarchical Reasoning.Wenyao Li, Ran Zhang, Pengyang Wang, Yuanchun Zhou, Pengfei Wang
2026ICDEDLRover-LM: LLM Pre-Training Framework With Thousands of Accelerators in AntGroup.Ziling Huang, Zhengmao Ye, Qingsong Cai, Zelong Huang, Bo Sang, Haitao Zhang, Jian Sha, Tingfeng Lan, Hui Lu, Yuanchun Zhou, Mingjie Tang
2025AAAIMotif-Oriented Representation Learning with Topology Refinement for Drug-Drug Interaction Prediction.Ran Zhang, Xuezhi Wang, Guannan Liu, Pengyang Wang, Yuanchun Zhou, Pengfei Wang
2025ACLDisentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning.Hao Dong, Ziyue Qiao, Zhiyuan Ning, Qi Hao, Yi Du, Pengyang Wang, Yuanchun Zhou
2025ACLDiversity-oriented Data Augmentation with Large Language Models.Zaitian Wang, Jinghan Zhang, Xinhao Zhang, Kunpeng Liu, Pengfei Wang, Yuanchun Zhou
2025DASFAAKnowledge Hierarchy Guided Biological-Medical Dataset Distillation for Domain LLM Training.Xunxin Cai, Chengrui Wang, Qingqing Long, Yuanchun Zhou, Meng Xiao
2025ICDEFastft: Accelerating Reinforced Feature Transformation via Advanced Exploration Strategies.Tianqi He, Xiaohan Huang, Yi Du, Qingqing Long, Ziyue Qiao, Min Wu, Yanjie Fu, Yuanchun Zhou, Meng Xiao
2025ICDMscUnified: An AI-Ready Standardized Resource for Single-Cell RNA Sequencing Analysis.Ping Xu, Zaitian Wang, Zhirui Wang, Pengjiang Li, Ran Zhang, Gaoyang Li, Hanyu Xie, Jiajia Wang, Yuanchun Zhou, Pengfei Wang
2025IJCAIDynamic and Adaptive Feature Generation with LLM.Xinhao Zhang, Jinghan Zhang, Banafsheh Rekabdar, Yuanchun Zhou, Pengfei Wang, Kunpeng Liu
2025IJCAIRethinking Graph Contrastive Learning Through Relative Similarity Preservation.Zhiyuan Ning, Pengfei Wang, Ziyue Qiao, Pengyang Wang, Yuanchun Zhou
2025IJCAIscSiameseClu: 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
2025KDDSciHorizon: Benchmarking AI-for-Science Readiness from Scientific Data to Large Language Models.Chuan Qin, Xin Chen, Chengrui Wang, Pengmin Wu, Xi Chen, Yihang Cheng, Jingyi Zhao, Meng Xiao, Xiangchao Dong, Qingqing Long, Boya Pan, Han Wu, Chengzan Li, Yuanchun Zhou, Hui Xiong, Hengshu Zhu
2025WWWAutoDive+: An Adaptive Model Enhanced Multimodal Online Annotation Tool.Ludi Wang, Dongze Song, Qiang Cui, Xueqing Chen, Yuanchun Zhou, Wenjuan Cui, Yi Du
2024CIKMH2D: Hierarchical Heterogeneous Graph Learning Framework for Drug-Drug Interaction Prediction.Ran Zhang, Xuezhi Wang, Sheng Wang, Kunpeng Liu, Yuanchun Zhou, Pengfei Wang
2024CIKMPIXEL: Prompt-based Zero-shot Hashing via Visual and Textual Semantic Alignment.Zeyu Dong, Qingqing Long, Yihang Zhou, Pengfei Wang, Zhihong Zhu, Xiao Luo, Yidong Wang, Pengyang Wang, Yuanchun Zhou
2024CIKMGUME: Graphs and User Modalities Enhancement for Long-Tail Multimodal Recommendation.Guojiao Lin, Zhen Meng, Dongjie Wang, Qingqing Long, Yuanchun Zhou, Meng Xiao
2024CIKMMOAT: Graph Prompting for 3D Molecular Graphs.Qingqing Long, Yuchen Yan, Wentao Cui, Wei Ju, Zhihong Zhu, Yuanchun Zhou, Xuezhi Wang, Meng Xiao
2024DASFAAscCDCG: Efficient Deep Structural Clustering for Single-Cell RNA-Seq via Deep Cut-Informed Graph Embedding.Ping Xu, Zhiyuan Ning, Meng Xiao, Guihai Feng, Xin Li, Yuanchun Zhou, Pengfei Wang
2024DASFAAM2Mol: Multi-view Multi-granularity Molecular Representation Learning for Property Prediction.Ran Zhang, Xuezhi Wang, Kunpeng Liu, Yuanchun Zhou, Pengfei Wang
2024ICDMSCREADER: Prompting Large Language Models to Interpret scRNA-seq Data.Cong Li, Qingqing Long, Yuanchun Zhou, Meng Xiao
2024ICONIPAMPCL: Adaptive Meta-path Selection and Contrastive Learning for miRNA-Disease Prediction.Wentao Cui, Chuan Hu, Chen Fang, Qingqing Long, Jiahao Zhang, Xuezhi Wang, Yuanchun Zhou
2024IJCAIFedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization.Zhiyuan Ning, Chunlin Tian, Meng Xiao, Wei Fan, Pengyang Wang, Li Li, Pengfei Wang, Yuanchun Zhou
2024KDDUnsupervised Generative Feature Transformation via Graph Contrastive Pre-training and Multi-objective Fine-tuning.Wangyang Ying, Dongjie Wang, Xuanming Hu, Yuanchun Zhou, Charu C. Aggarwal, Yanjie Fu
2024WWWUnveiling Delay Effects in Traffic Forecasting: A Perspective from Spatial-Temporal Delay Differential Equations.Qingqing Long, Zheng Fang, Chen Fang, Chong Chen, Pengfei Wang, Yuanchun Zhou
2024SIGMODA Demonstration of GPTuner: A GPT-Based Manual-Reading Database Tuning System.Jiale Lao, Yibo Wang, Yufei Li, Jianping Wang, Yunjia Zhang, Zhiyuan Cheng, Wanghu Chen, Yuanchun Zhou, Mingjie Tang, Jianguo Wang
2023AAAIDish-TS: A General Paradigm for Alleviating Distribution Shift in Time Series Forecasting.Wei Fan, Pengyang Wang, Dongkun Wang, Dongjie Wang, Yuanchun Zhou, Yanjie Fu
2023ACLAutodive: An Integrated Onsite Scientific Literature Annotation Tool.Yi Du, Ludi Wang, Mengyi Huang, Dongze Song, Wenjuan Cui, Yuanchun Zhou
2023ICDMBeyond Discrete Selection: Continuous Embedding Space Optimization for Generative Feature Selection.Meng Xiao, Dongjie Wang, Min Wu, Pengfei Wang, Yuanchun Zhou, Yanjie Fu
2023ICDMResolving the Imbalance Issue in Hierarchical Disciplinary Topic Inference via LLM-based Data Augmentation.Xunxin Cai, Meng Xiao, Zhiyuan Ning, Yuanchun Zhou
2023ICDMResolving the Imbalance Issue in Hierarchical Disciplinary Topic Inference via LLM-based Data Augmentation.Xunxin Cai, Meng Xiao, Zhiyuan Ning, Yuanchun Zhou
2023ICDMRDKG: A Reinforcement Learning Framework for Disease Diagnosis on Knowledge Graph.Shipeng Guo, Kunpeng Liu, Pengfei Wang, Weiwei Dai, Yi Du, Yuanchun Zhou, Wenjuan Cui
2023IJCAIAdaptive Path-Memory Network for Temporal Knowledge Graph Reasoning.Hao Dong, Zhiyuan Ning, Pengyang Wang, Ziyue Qiao, Pengfei Wang, Yuanchun Zhou, Yanjie Fu
2023IJCAISemi-supervised Domain Adaptation in Graph Transfer Learning.Ziyue Qiao, Xiao Luo, Meng Xiao, Hao Dong, Yuanchun Zhou, Hui Xiong
2023SDMTraceable Automatic Feature Transformation via Cascading Actor-Critic Agents.Meng Xiao, Dongjie Wang, Min Wu, Ziyue Qiao, Pengfei Wang, Kunpeng Liu, Yuanchun Zhou, Yanjie Fu
2023SDMHierarchical Reinforced Urban Planning: Jointly Steering Region and Block Configurations.Pengfei Wang, Daniel Wang, Kunpeng Liu, Dongjie Wang, Yuanchun Zhou, Leilei Sun, Yanjie Fu
2023SDMNEEDED: Introducing Hierarchical Transformer to Eye Diseases Diagnosis.Xu Ye, Meng Xiao, Zhiyuan Ning, Weiwei Dai, Wenjuan Cui, Yi Du, Yuanchun Zhou
2022SDMUnifying Human Mobility Forecasting and Trajectory Semantics Augmentation via Hawkes Process Based LSTM.Pengfei Wang, Kunpeng Liu, Yuanchun Zhou, Yanjie Fu
2021AAAIContext-Enhanced Entity and Relation Embedding for Knowledge Graph Completion (Student Abstract).Ziyue Qiao, Zhiyuan Ning, Yi Du, Yuanchun Zhou
2021AAAIReinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective.Dongjie Wang, Pengyang Wang, Kunpeng Liu, Yuanchun Zhou, Charles E. Hughes, Yanjie Fu
2021APWEBData Augmentation for Graph Convolutional Network on Semi-supervised Classification.Zhengzheng Tang, Ziyue Qiao, Xuehai Hong, Yang Wang, Fayaz Ali Dharejo, Yuanchun Zhou, Yi Du
2021ICDMExpert Knowledge-Guided Length-Variant Hierarchical Label Generation for Proposal Classification.Meng Xiao, Ziyue Qiao, Yanjie Fu, Yi Du, Pengyang Wang, Yuanchun Zhou
2021PAKDDLightCAKE: A Lightweight Framework for Context-Aware Knowledge Graph Embedding.Zhiyuan Ning, Ziyue Qiao, Hao Dong, Yi Du, Yuanchun Zhou
2020ICDMTree Structure-Aware Graph Representation Learning via Integrated Hierarchical Aggregation and Relational Metric Learning.Ziyue Qiao, Pengyang Wang, Yanjie Fu, Yi Du, Pengfei Wang, Yuanchun Zhou
2020IGARSSA Crowdsourcing-Based Platform for Labelling Remote Sensing Images.Jianghua Zhao, Xuezhi Wang, Yuanchun Zhou
2020IJCAIExploiting Mutual Information for Substructure-aware Graph Representation Learning.Pengyang Wang, Yanjie Fu, Yuanchun Zhou, Kunpeng Liu, Xiaolin Li, Kien A. Hua
2018CCGRIDApproximations and Bounds for (n, k) Fork-Join Queues: A Linear Transformation Approach.Huajin Wang, Jianhui Li, Zhihong Shen, Yuanchun Zhou
2018DATEPower optimization through peripheral circuit reusing integrated with loop tiling for RRAM crossbar-based CNN.Yuanhui Ni, Weiwen Chen, Wenjuan Cui, Yuanchun Zhou, Keni Qiu
2018IGARSSTowards a Framework for Offering Remote Sensing Data in an Analysis-Ready Format.Jianghua Zhao, Xuezhi Wang, Yuanchun Zhou, Qiming Qin
2018PAKDDVulnerability Assessment of Metro Systems Based on Dynamic Network Structure.Jun Pu, Chuanren Liu, Jianghua Zhao, Ke Han, Yuanchun Zhou
2016DASFAAHow to Use the Social Media Data in Assisting Restaurant Recommendation.Wenjuan Cui, Pengfei Wang, Xin Chen, Yi Du, Danhuai Guo, Yuanchun Zhou, Jianhui Li
2016DASFAASpecies Distribution Modeling via Spatial Bagging of Multiple Conditional Random Fields.Danhuai Guo, Yuanchun Zhou, Yingqiu Zhu, Jianhui Li
2016IGARSSDistributed retrieval for massive remote sensing image metadata on spark.Fengyang Wang, Xuezhi Wang, Wenjuan Cui, Xiao Xiao, Yuanchun Zhou, Jianhui Li
2015ICDMHow to Find Appropriate Automobile Exhibition Halls: Towards a Personalized Recommendation Service for Auto Show.Danhuai Guo, Yingqiu Zhu, Wei Xu, Yong Ge, Yuanchun Zhou, Jianhui Li
2015PAKDDAutomated Detection for Probable Homologous Foodborne Disease Outbreaks.Xiao Xiao, Yong Ge, Yunchang Guo, Danhuai Guo, Yi Shen, Yuanchun Zhou, Jianhui Li
2014BigDataLarge-Scale Heterogeneous Program Retrieval through Frequent Pattern Discovery and Feature Correlation Analysis.Bo Liu, Liang Wu, Qiuxiang Dong, Yuanchun Zhou
2014ICDMHeterogeneous Metric Learning with Content-Based Regularization for Software Artifact Retrieval.Liang Wu, Liang Du, Bo Liu, Guandong Xu, Yong Ge, Yanjie Fu, Jianhui Li, Yuanchun Zhou, Hui Xiong
2014WWWImproving query suggestion through noise filtering and query length prediction.Liang Wu, Bin Cao, Yuanchun Zhou, Jianhui Li
2014VLDBBenchmarking Replication and Consistency Strategies in Cloud Serving Databases: HBase and Cassandra.Huajin Wang, Jianhui Li, Haiming Zhang, Yuanchun Zhou
2014SDMA New Framework for Traffic Anomaly Detection.Jinsong Lan, Cheng Long, Raymond Chi-Wing Wong, Youyang Chen, Yanjie Fu, Danhuai Guo, Shuguang Liu, Yong Ge, Yuanchun Zhou, Jianhui Li
2013DASFAAWho Will Follow Your Shop? Exploiting Multiple Information Sources in Finding Followers.Liang Wu, Alvin Chin, Guandong Xu, Liang Du, Xia Wang, Kangjian Meng, Yonggang Guo, Yuanchun Zhou
2013ICNCPartFastTree: Constructing large phylogenetic trees and estimating their reliability.Jianhui Li, Zhen Meng, Yanfei Hou, Yuanchun Zhou, Yanping Gao
2011ADMAGenerating Syntactic Tree Templates for Feature-Based Opinion Mining.Liang Wu, Yuanchun Zhou, Fei Tan, Fenglei Yang, Jianhui Li
2010ADMAAnalyze the Wild Birds' Migration Tracks by MPI-Based Parallel Clustering Algorithm.Haiming Zhang, Yuanchun Zhou, Jianhui Li, Xuezhi Wang, Baoping Yan
2010DASFAABirds Bring Flues? Mining Frequent and High Weighted Cliques from Birds Migration Networks.MingJie Tang, Weihang Wang, Yexi Jiang, Yuanchun Zhou, Jinyan Li, Peng Cui, Ying Liu, Baoping Yan
2009ADMADiscovery of Migration Habitats and Routes of Wild Bird Species by Clustering and Association Analysis.MingJie Tang, Yuanchun Zhou, Peng Cui, Weihang Wang, Jinyan Li, Haiting Zhang, YuanSheng Hou, Baoping Yan
2009ISPAA Web Based Workflow System for Distributed Atmospheric Data Processing.Jie Cheng, Xiaoguang Lin, Yuanchun Zhou, Jianhui Li
2005ADMAMining Quantitative Association Rules on Overlapped Intervals.Qiang Tong, Baoping Yan, Yuanchun Zhou