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Shimin Di

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

33

Venues

11

Active years

2018–2026

Best venue rank

A*

Where they publish

Papers

33 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAITIV: Thought Injection via Vectors for Efficient Reasoning in Large Reasoning Models.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
2026AAAIActive Multi-source Domain Adaptation for Multimodal Fake News Detection.Yanping Chen, Weijie Shi, Mengze Li, Yue Cui, Jiaming Li, Ruiyuan Zhang, Hao Chen, Hanghui Guo, Shimin Di, Ziyi Liu, Jia Zhu, Jiajie Xu
2026AAAIFaithful in Steps: Improving Generalization and Citation in RAG via Query Decomposition.Yue Liu, Zhongying Ru, Shimin Di, Jipeng Zhang, Ruiyuan Zhang, Xiaofang Zhou
2026AAAIRemoteReasoner: Towards Unifying Geospatial Reasoning Workflow.Liang Yao, Fan Liu, Hongbo Lu, Chuanyi Zhang, Rui Min, Shengxiang Xu, Shimin Di, Pai Peng
2026AAAICoS: Towards Optimal Event Scheduling via Chain-of-Scheduling.Yiming Zhao, Jiwei Tang, Shimin Di, Libin Zheng, Jianxing Yu, Jian Yin
2026ACLRSDA: Restoring Stale Data Affinity via Dynamic Renovation Strategy for Mitigating Data Scarcity.Yidan Liang, Jia Zhu, Weijie Shi, Hanghui Guo, Yue Cui, Jiawei Shen, Guoqing Ma, Jingjiang Liu, Qingyu Niu, Yilin Wang, Shimin Di, Jiajie Xu
2026ACLKCVR: Knowledge-Centric Video Reconstruction for Structured Pedagogical Summarization via Dynamic Graph Planning.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
2026ACLACR: Adaptive Context Refactoring via Context Refactoring Operators for Multi-Turn Dialogue.Jiawei Shen, Jia Zhu, Hanghui Guo, Weijie Shi, Yue Cui, Qingyu Niu, Guoqing Ma, Jingjiang Liu, Yidan Liang, Yilin Wang, Shimin Di, Jiajie Xu
2026DASFAAA Pilot Empirical Study on When and How to Use Knowledge Graphs as Retrieval Augmented Generation.Xujie Yuan, Yongxu Liu, Shimin Di, Shiwen Wu, Libin Zheng, Rui Meng, Lei Chen, Xiaofang Zhou, Jian Yin
2026KDDTowards Self-cognitive Exploration: Metacognitive Knowledge Graph Retrieval Augmented Generation.Xujie Yuan, Shimin Di, Jielong Tang, Libin Zheng, Jian Yin
2026WWWRobustReviewAI: A Robustness Evaluation System for AI-Powered Peer Review.Siming Yuan, Yuchen Liu, Qinan Zheng, Wangze Ni, Shimin Di, Lei Chen, Kui Ren
2026WSDMProficient Graph Neural Network Design by Accumulating Knowledge on Large Language Models.Jialiang Wang, Hanmo Liu, Shimin Di, Zhili Wang, Jiachuan Wang, Lei Chen, Xiaofang Zhou
2025ACLDioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation.Hanghui Guo, Jia Zhu, Shimin Di, Weijie Shi, Zhangze Chen, Jiajie Xu
2025CIKMUnderstanding the Embedding Models on Hyper-relational Knowledge Graph.Yubo Wang, Shimin Di, Zhili Wang, Haoyang Li, Fei Teng, Hao Xin, Lei Chen
2025ICLRStructuring Benchmark into Knowledge Graphs to Assist Large Language Models in Retrieving and Designing Models.Hanmo Liu, Shimin Di, Jialiang Wang, Zhili Wang, Jiachuan Wang, Xiaofang Zhou, Lei Chen
2025ICMLA Selective Learning Method for Temporal Graph Continual Learning.Hanmo Liu, Shimin Di, Haoyang Li, Xun Jian, Yue Wang, Lei Chen
2025KDDESCFD: Probabilistic Flow Diffusion Model for Accelerated High-Quality Single-Cell RNA-seq Data Synthesis.Shuangyin Li, Jihua Yang, Yixuan Wang, Shimin Di, Lei Chen
2024CIKMA Universal and Interpretable Method for Enhancing Stock Price Prediction.Yuchen Liu, Shimin Di, Lei Chen, Xiaofang Zhou, Fei Lin
2024ICDEGradGCL: Gradient Graph Contrastive Learning.Ran Li, Shimin Di, Lei Chen, Xiaofang Zhou
2024ICDEEHaoyang Li, Shimin Di, Lei Chen, Xiaofang Zhou
2024ICDEEffective Data Selection and Replay for Unsupervised Continual Learning.Hanmo Liu, Shimin Di, Haoyang Li, Shuangyin Li, Lei Chen, Xiaofang Zhou
2024ICDESearch to Fine-Tune Pre-Trained Graph Neural Networks for Graph-Level Tasks.Zhili Wang, Shimin Di, Lei Chen, Xiaofang Zhou
2024KDDSimDiff: Simple Denoising Probabilistic Latent Diffusion Model for Data Augmentation on Multi-modal Knowledge Graph.Ran Li, Shimin Di, Lei Chen, Xiaofang Zhou
2024KDDLearning from Emergence: A Study on Proactively Inhibiting the Monosemantic Neurons of Artificial Neural Networks.Jiachuan Wang, Shimin Di, Lei Chen, Charles Wang Wai Ng
2023ICCVNoise2Info: Noisy Image to Information of Noise for Self-Supervised Image Denoising.Jiachuan Wang, Shimin Di, Lei Chen, Charles Wang Wai Ng
2023KDDA Message Passing Neural Network Space for Better Capturing Data-dependent Receptive Fields.Zhili Wang, Shimin Di, Lei Chen
2023WWWMessage Function Search for Knowledge Graph Embedding.Shimin Di, Lei Chen
2022ICDEBlack-box Adversarial Attack and Defense on Graph Neural Networks.Haoyang Li, Shimin Di, Zijian Li, Lei Chen, Jiannong Cao
2021ICDEEfficient Relation-aware Scoring Function Search for Knowledge Graph Embedding.Shimin Di, Quanming Yao, Yongqi Zhang, Lei Chen
2021WWWSearching to Sparsify Tensor Decomposition for N-ary Relational Data.Shimin Di, Quanming Yao, Lei Chen
2021WSDMFluxEV: A Fast and Effective Unsupervised Framework for Time-Series Anomaly Detection.Jia Li, Shimin Di, Yanyan Shen, Lei Chen
2019KDDRelation Extraction via Domain-aware Transfer Learning.Shimin Di, Yanyan Shen, Lei Chen
2018KDDTransfer Learning via Feature Isomorphism Discovery.Shimin Di, Jingshu Peng, Yanyan Shen, Lei Chen