Jiangmeng Li

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 58

Top Topics

Graph Representation

Top Venues

Knowl. Based Syst.

IEEE Trans. Knowl. Data Eng.

Publications

Hang Gao, Chengyu Yao, Jiangmeng Li, Lingyu Si, Yifan Jin, Fengge Wu, Changwen Zheng, Huaping Liu
Rethinking Causal Relationships Learning in Graph Neural Networks. AAAI (2024)
Bin Qin, Jiangmeng Li, Yi Li, Xuesong Wu, Yupeng Wang, Wenwen Qiang, Jianwen Cao
Revisiting Spurious Correlation in Domain Generalization. CoRR (2024)
Jingyao Wang, Wenwen Qiang, Zeen Song, Lingyu Si, Jiangmeng Li, Changwen Zheng, Bing Su
Explicitly Modeling Universality into Self-Supervised Learning. CoRR (2024)
Qirui Ji, Jiangmeng Li, Jie Hu, Rui Wang, Changwen Zheng, Fanjiang Xu
Rethinking Dimensional Rationale in Graph Contrastive Learning from Causal Perspective. AAAI (2024)
Hang Gao, Peng Qiao, Yifan Jin, Fengge Wu, Jiangmeng Li, Changwen Zheng
Introducing diminutive causal structure into graph representation learning. Knowl. Based Syst. 293 (2024)
Chuxiong Sun, Zehua Zang, Jiabao Li, Jiangmeng Li, Xiao Xu, Rui Wang, Changwen Zheng
T2MAC: Targeted and Trusted Multi-Agent Communication through Selective Engagement and Evidence-Driven Integration. CoRR (2024)
Jiangmeng Li, Bin Qin, Qirui Ji, Yi Li, Wenwen Qiang, Jianwen Cao, Fanjiang Xu
Teleporter Theory: A General and Simple Approach for Modeling Cross-World Counterfactual Causality. CoRR (2024)
Yi Li, Jiangmeng Li, Fei Song, Qingmeng Zhu, Changwen Zheng, Wenwen Qiang
Interventional Imbalanced Multi-Modal Representation Learning via β-Generalization Front-Door Criterion. CoRR (2024)
Zeen Song, Siyu Zhao, Xingyu Zhang, Jiangmeng Li, Changwen Zheng, Wenwen Qiang
Learning Invariant Causal Mechanism from Vision-Language Models. CoRR (2024)
Jiangmeng Li, Fei Song, Yifan Jin, Wenwen Qiang, Changwen Zheng, Fuchun Sun, Hui Xiong
BayesPrompt: Prompting Large-Scale Pre-Trained Language Models on Few-shot Inference via Debiased Domain Abstraction. CoRR (2024)
Jiangmeng Li, Yifan Jin, Hang Gao, Wenwen Qiang, Changwen Zheng, Fuchun Sun
Hierarchical Topology Isomorphism Expertise Embedded Graph Contrastive Learning. AAAI (2024)
Jiangmeng Li, Fei Song, Yifan Jin, Wenwen Qiang, Changwen Zheng, Fuchun Sun, Hui Xiong
BayesPrompt: Prompting Large-Scale Pre-Trained Language Models on Few-shot Inference via Debiased Domain Abstraction. ICLR (2024)
Yuanyuan Guo, Zehua Zang, Hang Gao, Xiao Xu, Rui Wang, Lixiang Liu, Jiangmeng Li
Unsupervised social event detection via hybrid graph contrastive learning and reinforced incremental clustering. Knowl. Based Syst. 284 (2024)
Hang Gao, Peng Qiao, Yifan Jin, Fengge Wu, Jiangmeng Li, Changwen Zheng
Introducing Diminutive Causal Structure into Graph Representation Learning. CoRR (2024)
Jingyao Wang, Wenwen Qiang, Jiangmeng Li, Lingyu Si, Changwen Zheng, Bing Su
On the Causal Sufficiency and Necessity of Multi-Modal Representation Learning. CoRR (2024)
Yi Li, Qingmeng Zhu, Changwen Zheng, Jiangmeng Li
MSI: Multi-modal Recommendation via Superfluous Semantics Discarding and Interaction Preserving. ICMR (2024)
Hang Gao, Jiaguo Yuan, Jiangmeng Li, Chengyu Yao, Fengge Wu, Junsuo Zhao, Changwen Zheng
Graph Partial Label Learning with Potential Cause Discovering. CoRR (2024)
Fan Ji, Jing Wang, Shuang Cui, Jiangmeng Li, Xiongxin Tang, Fanjiang Xu
Physics-Guided Optical Simulation and PSF Analysis for Remote Sensing Images Deblurring. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Chuxiong Sun, Zehua Zang, Jiabao Li, Jiangmeng Li, Xiao Xu, Rui Wang, Changwen Zheng
T2MAC: Targeted and Trusted Multi-Agent Communication through Selective Engagement and Evidence-Driven Integration. AAAI (2024)
Hang Gao, Jiangmeng Li, Wenwen Qiang, Lingyu Si, Bing Xu, Changwen Zheng, Fuchun Sun
Robust Causal Graph Representation Learning against Confounding Effects. AAAI (2023)
Jiangmeng Li, Wenwen Qiang, Changwen Zheng, Bing Su, Farid Razzak, Ji-Rong Wen, Hui Xiong
Modeling Multiple Views via Implicitly Preserving Global Consistency and Local Complementarity. IEEE Trans. Knowl. Data Eng. 35 (7) (2023)
Jiangmeng Li, Hang Gao, Wenwen Qiang, Changwen Zheng
Information Theory-Guided Heuristic Progressive Multi-View Coding. CoRR (2023)
Jiahao Chen, Yurou Liu, Jiangmeng Li, Bing Su, Jirong Wen
Atomic and Subgraph-aware Bilateral Aggregation for Molecular Representation Learning. CoRR (2023)
Hang Gao, Jiangmeng Li, Wenwen Qiang, Lingyu Si, Xingzhe Su, Fengge Wu, Changwen Zheng, Fuchun Sun
Introducing Expertise Logic into Graph Representation Learning from A Causal Perspective. CoRR (2023)
Yuanyuan Guo, Zehua Zang, Hang Gao, Xiao Xu, Rui Wang, Lixiang Liu, Jiangmeng Li
Unsupervised Social Event Detection via Hybrid Graph Contrastive Learning and Reinforced Incremental Clustering. CoRR (2023)
Jiangmeng Li, Yanan Zhang, Wenwen Qiang, Lingyu Si, Chengbo Jiao, Xiaohui Hu, Changwen Zheng, Fuchun Sun
Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from a Conditional Causal Perspective. AAAI (2023)
Wenwen Qiang, Jiangmeng Li, Bing Su, Jianlong Fu, Hui Xiong, Ji-Rong Wen
Meta Attention-Generation Network for Cross-Granularity Few-Shot Learning. Int. J. Comput. Vis. 131 (5) (2023)
Yuanyuan Guo, Yu Xia, Rui Wang, Rongcheng Duan, Lu Li, Jiangmeng Li
HGCL: Multi-scale Meta-path Integrated Heterogeneous Graph Contrastive Learning. ADMA (3) (2023)
Wenwen Qiang, Jiangmeng Li, Changwen Zheng, Bing Su, Hui Xiong
Robust Local Preserving and Global Aligning Network for Adversarial Domain Adaptation. IEEE Trans. Knowl. Data Eng. 35 (3) (2023)
Hong Wu, Zhe Wang, Kewen Wang, Pouya Ghiasnezhad Omran, Jiangmeng Li
Rule Learning over Knowledge Graphs: A Review. TGDK 1 (1) (2023)
Jiangmeng Li, Hang Gao, Wenwen Qiang, Changwen Zheng
Information theory-guided heuristic progressive multi-view coding. Neural Networks 167 (2023)
Hang Gao, Chengyu Yao, Jiangmeng Li, Lingyu Si, Yifan Jin, Fengge Wu, Changwen Zheng, Huaping Liu
Rethinking Causal Relationships Learning in Graph Neural Networks. CoRR (2023)
Yuanyuan Guo, Yu Xia, Rui Wang, Rongcheng Duan, Lu Li, Jiangmeng Li
M2HGCL: Multi-Scale Meta-Path Integrated Heterogeneous Graph Contrastive Learning. CoRR (2023)
Jiangmeng Li, Yifan Jin, Hang Gao, Wenwen Qiang, Changwen Zheng, Fuchun Sun
Hierarchical Topology Isomorphism Expertise Embedded Graph Contrastive Learning. CoRR (2023)
Qirui Ji, Jiangmeng Li, Jie Hu, Rui Wang, Changwen Zheng, Fanjiang Xu
Rethinking Dimensional Rationale in Graph Contrastive Learning from Causal Perspective. CoRR (2023)
Hang Gao, Jiangmeng Li, Wenwen Qiang, Lingyu Si, Bing Xu, Changwen Zheng, Fuchun Sun
Robust Causal Graph Representation Learning against Confounding Effects. CoRR (2022)
Jiangmeng Li, Wenwen Qiang, Changwen Zheng, Bing Su, Farid Razzak, Ji-Rong Wen, Hui Xiong
Modeling Multiple Views via Implicitly Preserving Global Consistency and Local Complementarity. CoRR (2022)
Hang Gao, Jiangmeng Li, Wenwen Qiang, Lingyu Si, Fuchun Sun, Changwen Zheng
Bootstrapping Informative Graph Augmentation via A Meta Learning Approach. IJCAI (2022)
Lingyu Si, Wenwen Qiang, Jiangmeng Li, Fanjiang Xu, Funchun Sun
Multi-view representation learning from local consistency and global alignment. Neurocomputing 501 (2022)
Hang Gao, Jiangmeng Li, Changwen Zheng
Self-supervised Graph Learning with Segmented Graph Channels. ECML/PKDD (2) (2022)
Hang Gao, Jiangmeng Li, Peng Qiao, Changwen Zheng
Weight-Aware Graph Contrastive Learning. ICANN (2) (2022)
Bing Su, Dazhao Du, Zhao Yang, Yujie Zhou, Jiangmeng Li, Anyi Rao, Hao Sun, Zhiwu Lu, Ji-Rong Wen
A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural Language. CoRR (2022)
Wenwen Qiang, Jiangmeng Li, Changwen Zheng, Bing Su, Hui Xiong
Robust Local Preserving and Global Aligning Network for Adversarial Domain Adaptation. CoRR (2022)
Jiangmeng Li, Wenwen Qiang, Changwen Zheng, Bing Su, Hui Xiong
MetAug: Contrastive Learning via Meta Feature Augmentation. ICML (2022)
Wenwen Qiang, Jiangmeng Li, Changwen Zheng, Bing Su, Hui Xiong
Interventional Contrastive Learning with Meta Semantic Regularizer. CoRR (2022)
Jiangmeng Li, Wenwen Qiang, Changwen Zheng, Bing Su
RHMC: Modeling consistent information from deep multiple views via Regularized and Hybrid Multiview Coding. Knowl. Based Syst. 241 (2022)
Jiangmeng Li, Wenyi Mo, Wenwen Qiang, Bing Su, Changwen Zheng
Supporting Vision-Language Model Inference with Causality-pruning Knowledge Prompt. CoRR (2022)
Jiangmeng Li, Wenwen Qiang, Yanan Zhang, Wenyi Mo, Changwen Zheng, Bing Su, Hui Xiong
MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning. CoRR (2022)
Hang Gao, Jiangmeng Li, Wenwen Qiang, Lingyu Si, Changwen Zheng, Fuchun Sun
Bootstrapping Informative Graph Augmentation via A Meta Learning Approach. CoRR (2022)
Yifan Jin, Jiangmeng Li, Zheng Lian, Chengbo Jiao, Xiaohui Hu
Supporting Medical Relation Extraction via Causality-Pruned Semantic Dependency Forest. CoRR (2022)
Wenwen Qiang, Jiangmeng Li, Changwen Zheng, Bing Su, Hui Xiong
Interventional Contrastive Learning with Meta Semantic Regularizer. ICML (2022)
Jiangmeng Li, Wenwen Qiang, Changwen Zheng, Bing Su, Hui Xiong
MetAug: Contrastive Learning via Meta Feature Augmentation. CoRR (2022)
Yifan Jin, Jiangmeng Li, Zheng Lian, Chengbo Jiao, Xiaohui Hu
Supporting Medical Relation Extraction via Causality-Pruned Semantic Dependency Forest. COLING (2022)
Jiangmeng Li, Yanan Zhang, Wenwen Qiang, Lingyu Si, Chengbo Jiao, Xiaohui Hu, Changwen Zheng, Fuchun Sun
Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from A Conditional Causal Perspective. CoRR (2022)
Jiangmeng Li, Wenwen Qiang, Yanan Zhang, Wenyi Mo, Changwen Zheng, Bing Su, Hui Xiong
MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning. NeurIPS (2022)
Kai Zhang, Zheng Lian, Jiangmeng Li, Haichang Li, Xiaohui Hu
Short Text Clustering with a Deep Multi-embedded Self-supervised Model. ICANN (5) (2021)
Jiangmeng Li, Wenwen Qiang, Hang Gao, Bing Su, Farid Razzak, Jie Hu, Changwen Zheng, Hui Xiong
Information Theory-Guided Heuristic Progressive Multi-View Coding. CoRR (2021)
Wenwen Qiang, Jiangmeng Li, Changwen Zheng, Bing Su
Auxiliary task guided mean and covariance alignment network for adversarial domain adaptation. Knowl. Based Syst. 223 (2021)