Yuanchun Zhou

25 papers at tracked venues · 15 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-2144-1131 ↗Homepage ↗

Venues

CIKM ×4 IJCAI ×4 ACL ×3 AAAI ×2 ICDE ×2 ICDM ×2 SIGKDD ×2 SIGMOD ×2 VLDB ×2 WWW ×2

Frequent coauthors

Pengfei Wang

×11

Qingqing Long

×7

Pengyang Wang

×6

Meng Xiao

×6

Mingjie Tang

×5

Ran Zhang

×4

Zhiyuan Ning

×4

Jian Sha

×3

Tingfeng Lan

×3

Hui Lu

×3

Ping Xu

×3

Zaitian Wang

×3

Papers

DLRover-LM: LLM Pre-Training Framework With Thousands of Accelerators in AntGroup
ICDE 2026 ·
Ziling Huang
,
Zhengmao Ye
,
Qingsong Cai
,
Zelong Huang
,
Bo Sang
,
Haitao Zhang
,
Jian Sha
,
Tingfeng Lan
,
Hui Lu
, Yuanchun Zhou,
Mingjie Tang
TLSA: LLM-Guided Text-Label Space Alignment with Contrastive Learning for Generalized Category Discovery
ACL 2026 ·
Wenxi Xu
,
Chuan Qin
,
Xi Chen
,
Chuyu Fang
, Yuanchun Zhou,
Hengshu Zhu
scCluBench: Comprehensive Benchmarking of Clustering Algorithms for Single-Cell RNA Sequencing
AAAI 2026 ·
Ping Xu
,
Zaitian Wang
,
Zhirui Wang
,
Pengjiang Li
,
Jiajia Wang
,
Ran Zhang
,
Pengfei Wang
, Yuanchun Zhou
Are Your LLM-based Text-to-SQL Models Secure? Exploring SQL Injection via Backdoor Attacks
SIGMOD 2025 ·
Meiyu Lin
,
Haichuan Zhang
,
Jiale Lao
,
Renyuan Li
, Yuanchun Zhou,
Carl Yang
,
Yang Cao
,
Mingjie Tang
AutoDive+: An Adaptive Model Enhanced Multimodal Online Annotation Tool
WWW 2025 ·
Ludi Wang
,
Dongze Song
,
Qiang Cui
,
Xueqing Chen
, Yuanchun Zhou,
Wenjuan Cui
,
Yi Du
Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning
ACL 2025 ·
Hao Dong
,
Ziyue Qiao
,
Zhiyuan Ning
,
Qi Hao
,
Yi Du
,
Pengyang Wang
, Yuanchun Zhou
Diversity-oriented Data Augmentation with Large Language Models
ACL 2025 ·
Zaitian Wang
,
Jinghan Zhang
,
Xinhao Zhang
,
Kunpeng Liu
,
Pengfei Wang
, Yuanchun Zhou
Dynamic and Adaptive Feature Generation with LLM
IJCAI 2025 ·
Xinhao Zhang
,
Jinghan Zhang
,
Banafsheh Rekabdar
, Yuanchun Zhou,
Pengfei Wang
,
Kunpeng Liu
Fastft: Accelerating Reinforced Feature Transformation via Advanced Exploration Strategies
ICDE 2025 ·
Tianqi He
,
Xiaohan Huang
,
Yi Du
,
Qingqing Long
,
Ziyue Qiao
,
Min Wu
,
Yanjie Fu
, Yuanchun Zhou,
Meng Xiao
Motif-Oriented Representation Learning with Topology Refinement for Drug-Drug Interaction Prediction
AAAI 2025 ·
Ran Zhang
,
Xuezhi Wang
,
Guannan Liu
,
Pengyang Wang
, Yuanchun Zhou,
Pengfei Wang
Rethinking Graph Contrastive Learning Through Relative Similarity Preservation
IJCAI 2025 ·
Zhiyuan Ning
,
Pengfei Wang
,
Ziyue Qiao
,
Pengyang Wang
, Yuanchun Zhou
SciHorizon: Benchmarking AI-for-Science Readiness from Scientific Data to Large Language Models
SIGKDD 2025 ·
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
mLoRA: Fine-Tuning LoRA Adapters via Highly-Efficient Pipeline Parallelism in Multiple GPUs
VLDB 2025 ·
Zhengmao Ye
,
Dengchun Li
,
Zetao Hu
,
Tingfeng Lan
,
Jian Sha
,
Shicong Zhang
,
Lei Duan
,
Jie Zuo
,
Hui Lu
, Yuanchun Zhou,
Mingjie Tang
scSiameseClu: A Siamese Clustering Framework for Interpreting Single-cell RNA Sequencing Data
IJCAI 2025 ·
Ping Xu
,
Zhiyuan Ning
,
Pengjiang Li
,
Wenhao Liu
,
Pengyang Wang
,
Jiaxu Cui
, Yuanchun Zhou,
Pengfei Wang
scUnified: An AI-Ready Standardized Resource for Single-Cell RNA Sequencing Analysis
ICDM 2025 ·
Ping Xu
,
Zaitian Wang
,
Zhirui Wang
,
Pengjiang Li
,
Ran Zhang
,
Gaoyang Li
,
Hanyu Xie
,
Jiajia Wang
, Yuanchun Zhou,
Pengfei Wang
A Demonstration of GPTuner: A GPT-Based Manual-Reading Database Tuning System
SIGMOD 2024 ·
Jiale Lao
,
Yibo Wang
,
Yufei Li
,
Jianping Wang
,
Yunjia Zhang
,
Zhiyuan Cheng
,
Wanghu Chen
, Yuanchun Zhou,
Mingjie Tang
,
Jianguo Wang
DLRover-RM: Resource Optimization for Deep Recommendation Models Training in the cloud
VLDB 2024 ·
Qinlong Wang
,
Tingfeng Lan
,
Yinghao Tang
,
Bo Sang
,
Ziling Huang
,
Yiheng Du
,
Haitao Zhang
,
Jian Sha
,
Hui Lu
, Yuanchun Zhou,
Ke Zhang
,
Mingjie Tang
FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization
IJCAI 2024 ·
Zhiyuan Ning
,
Chunlin Tian
,
Meng Xiao
,
Wei Fan
,
Pengyang Wang
,
Li Li
,
Pengfei Wang
, Yuanchun Zhou
GUME: Graphs and User Modalities Enhancement for Long-Tail Multimodal Recommendation
CIKM 2024 ·
Guojiao Lin
,
Zhen Meng
,
Dongjie Wang
,
Qingqing Long
, Yuanchun Zhou,
Meng Xiao
H2D: Hierarchical Heterogeneous Graph Learning Framework for Drug-Drug Interaction Prediction
CIKM 2024 ·
Ran Zhang
,
Xuezhi Wang
,
Sheng Wang
,
Kunpeng Liu
, Yuanchun Zhou,
Pengfei Wang
MOAT: Graph Prompting for 3D Molecular Graphs
CIKM 2024 ·
Qingqing Long
,
Yuchen Yan
,
Wentao Cui
,
Wei Ju
,
Zhihong Zhu
, Yuanchun Zhou,
Xuezhi Wang
,
Meng Xiao
PIXEL: Prompt-based Zero-shot Hashing via Visual and Textual Semantic Alignment
CIKM 2024 ·
Zeyu Dong
,
Qingqing Long
,
Yihang Zhou
,
Pengfei Wang
,
Zhihong Zhu
,
Xiao Luo
,
Yidong Wang
,
Pengyang Wang
, Yuanchun Zhou
SCREADER: Prompting Large Language Models to Interpret scRNA-seq Data
ICDM 2024 ·
Cong Li
,
Qingqing Long
, Yuanchun Zhou,
Meng Xiao
Unsupervised Generative Feature Transformation via Graph Contrastive Pre-training and Multi-objective Fine-tuning
SIGKDD 2024 ·
Wangyang Ying
,
Dongjie Wang
,
Xuanming Hu
, Yuanchun Zhou,
Charu C. Aggarwal
,
Yanjie Fu
Unveiling Delay Effects in Traffic Forecasting: A Perspective from Spatial-Temporal Delay Differential Equations
WWW 2024 ·
Qingqing Long
,
Zheng Fang
,
Chen Fang
,
Chong Chen
,
Pengfei Wang
, Yuanchun Zhou