Shimin Di

26 papers at tracked venues · 23 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-7394-0082 ↗Homepage ↗

Venues

AAAI ×5 ACL ×4 ICDE ×4 SIGKDD ×4 ACM MM ×2 CIKM ×2 ICLR ×1 ICML ×1 VLDB ×1 WSDM ×1 WWW ×1

Frequent coauthors

Lei Chen

×14

Xiaofang Zhou

×10

Jia Zhu

×6

Hanghui Guo

×6

Weijie Shi

×6

Jiajie Xu

×6

Yue Cui

×5

Haoyang Li

×5

Hanmo Liu

×4

Zhili Wang

×4

Jiawei Shen

×3

Qingyu Niu

×3

Papers

ACR: Adaptive Context Refactoring via Context Refactoring Operators for Multi-Turn Dialogue
ACL 2026 ·
Jiawei Shen
,
Jia Zhu
,
Hanghui Guo
,
Weijie Shi
,
Yue Cui
,
Qingyu Niu
,
Guoqing Ma
,
Jingjiang Liu
,
Yidan Liang
,
Yilin Wang
, Shimin Di,
Jiajie Xu
Active Multi-source Domain Adaptation for Multimodal Fake News Detection
AAAI 2026 ·
Yanping Chen
,
Weijie Shi
,
Mengze Li
,
Yue Cui
,
Jiaming Li
,
Ruiyuan Zhang
,
Hao Chen
,
Hanghui Guo
, Shimin Di,
Ziyi Liu
,
Jia Zhu
,
Jiajie Xu
CoS: Towards Optimal Event Scheduling via Chain-of-Scheduling
AAAI 2026 ·
Yiming Zhao
,
Jiwei Tang
, Shimin Di,
Libin Zheng
,
Jianxing Yu
,
Jian Yin
Faithful in Steps: Improving Generalization and Citation in RAG via Query Decomposition
AAAI 2026 ·
Yue Liu
,
Zhongying Ru
, Shimin Di,
Jipeng Zhang
,
Ruiyuan Zhang
,
Xiaofang Zhou
KCVR: Knowledge-Centric Video Reconstruction for Structured Pedagogical Summarization via Dynamic Graph Planning
ACL 2026 ·
Jingjiang Liu
,
Jia Zhu
,
Hanghui Guo
,
Weijie Shi
,
Yue Cui
,
Xiaokang Jin
,
Yilin Wang
,
Qingyu Niu
,
Jiawei Shen
,
Guoqing Ma
,
Yidan Liang
, Shimin Di,
Jiajie Xu
Proficient Graph Neural Network Design by Accumulating Knowledge on Large Language Models
WSDM 2026 ·
Jialiang Wang
,
Hanmo Liu
, Shimin Di,
Zhili Wang
,
Jiachuan Wang
,
Lei Chen
,
Xiaofang Zhou
RSDA: Restoring Stale Data Affinity via Dynamic Renovation Strategy for Mitigating Data Scarcity
ACL 2026 ·
Yidan Liang
,
Jia Zhu
,
Weijie Shi
,
Hanghui Guo
,
Yue Cui
,
Jiawei Shen
,
Guoqing Ma
,
Jingjiang Liu
,
Qingyu Niu
,
Yilin Wang
, Shimin Di,
Jiajie Xu
RemoteReasoner: Towards Unifying Geospatial Reasoning Workflow
AAAI 2026 ·
Liang Yao
,
Fan Liu
,
Hongbo Lu
,
Chuanyi Zhang
,
Rui Min
,
Shengxiang Xu
, Shimin Di,
Pai Peng
RobustReviewAI: A Robustness Evaluation System for AI-Powered Peer Review
WWW 2026 ·
Siming Yuan
,
Yuchen Liu
,
Qinan Zheng
,
Wangze Ni
, Shimin Di,
Lei Chen
,
Kui Ren
TIV: Thought Injection via Vectors for Efficient Reasoning in Large Reasoning Models
AAAI 2026 ·
Yi Cao
,
Weijie Shi
,
Wei-Jie Xu
,
Yucheng Shen
,
Yue Cui
,
Hanghui Guo
, Shimin Di,
Ziyi Liu
,
Jiaming Li
,
Alexander Zhou
,
Jia Zhu
,
Jiajie Xu
Towards Self-cognitive Exploration: Metacognitive Knowledge Graph Retrieval Augmented Generation
SIGKDD 2026 ·
Xujie Yuan
, Shimin Di,
Jielong Tang
,
Libin Zheng
,
Jian Yin
A Selective Learning Method for Temporal Graph Continual Learning
ICML 2025 ·
Hanmo Liu
, Shimin Di,
Haoyang Li
,
Xun Jian
,
Yue Wang
,
Lei Chen
DioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation
ACL 2025 ·
Hanghui Guo
,
Jia Zhu
, Shimin Di,
Weijie Shi
,
Zhangze Chen
,
Jiajie Xu
ESCFD: Probabilistic Flow Diffusion Model for Accelerated High-Quality Single-Cell RNA-seq Data Synthesis
SIGKDD 2025 ·
Shuangyin Li
,
Jihua Yang
,
Yixuan Wang
, Shimin Di,
Lei Chen
RemoteSAM: Towards Segment Anything for Earth Observation
ACM MM 2025 ·
Liang Yao
,
Fan Liu
,
Delong Chen
,
Chuanyi Zhang
,
Yijun Wang
,
Ziyun Chen
,
Wei Xu
, Shimin Di,
Yuhui Zheng
Structuring Benchmark into Knowledge Graphs to Assist Large Language Models in Retrieving and Designing Models
ICLR 2025 ·
Hanmo Liu
, Shimin Di,
Jialiang Wang
,
Zhili Wang
,
Jiachuan Wang
,
Xiaofang Zhou
,
Lei Chen
UEMM-Air: Enable UAVs to Undertake More Multi-modal Tasks
ACM MM 2025 ·
Liang Yao
,
Fan Liu
,
Shengxiang Xu
,
Chuanyi Zhang
, Shimin Di,
Xing Ma
,
Jianyu Jiang
,
Zequan Wang
,
Jun Zhou
Understanding the Embedding Models on Hyper-relational Knowledge Graph
CIKM 2025 ·
Yubo Wang
, Shimin Di,
Zhili Wang
,
Haoyang Li
,
Fei Teng
,
Hao Xin
,
Lei Chen
A Universal and Interpretable Method for Enhancing Stock Price Prediction
CIKM 2024 ·
Yuchen Liu
, Shimin Di,
Lei Chen
,
Xiaofang Zhou
,
Fei Lin
E2GCL: Efficient and Expressive Contrastive Learning on Graph Neural Networks
ICDE 2024 ·
Haoyang Li
, Shimin Di,
Lei Chen
,
Xiaofang Zhou
Effective Data Selection and Replay for Unsupervised Continual Learning
ICDE 2024 ·
Hanmo Liu
, Shimin Di,
Haoyang Li
,
Shuangyin Li
,
Lei Chen
,
Xiaofang Zhou
Fight Fire with Fire: Towards Robust Graph Neural Networks on Dynamic Graphs via Actively Defense
VLDB 2024 ·
Haoyang Li
, Shimin Di,
Calvin Hong Yi Li
,
Lei Chen
,
Xiaofang Zhou
GradGCL: Gradient Graph Contrastive Learning
ICDE 2024 ·
Ran Li
, Shimin Di,
Lei Chen
,
Xiaofang Zhou
Learning from Emergence: A Study on Proactively Inhibiting the Monosemantic Neurons of Artificial Neural Networks
SIGKDD 2024 ·
Jiachuan Wang
, Shimin Di,
Lei Chen
,
Charles Wang Wai Ng
Search to Fine-Tune Pre-Trained Graph Neural Networks for Graph-Level Tasks
ICDE 2024 ·
Zhili Wang
, Shimin Di,
Lei Chen
,
Xiaofang Zhou
SimDiff: Simple Denoising Probabilistic Latent Diffusion Model for Data Augmentation on Multi-modal Knowledge Graph
SIGKDD 2024 ·
Ran Li
, Shimin Di,
Lei Chen
,
Xiaofang Zhou