Junping Du

16 papers · 2017–2026 · 6 conferences · across top CS/AI conferences

Achievements

+6 more ↓

🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (6) 🏃 Academic Marathon (8) 🐝 Cross-Pollinator (14)

🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (10) 🗃️ Keyword Collector (69) 💎 Century Club (13) ⚡ Prolific Year (5)

Conferences

AAAI (7) IJCAI (4) CVPR (2) ACL (1) ECCV (1) ICML (1)

Top co-authors

Zhe Xue (8) Meiyu Liang (5) Guanhua Ye (3) Yingxia Shao (3) Yawen Li (3) Dandan Liu (2) Aijing Li (2) Weihong Deng (2) Xiaolong Meng (2) Shilong Ou (2)

Research topics

Privacy (1)

Keywords

federated learning (3) deep learning (2) model aggregation (2) convolutional neural network (2) multimodal learning (2) contrastive learning (2) stochastic gradient descent (1) reinforcement learning (1) unsupervised learning (1) feature learning (1) few-shot learning (1) matrix factorization (1) subspace learning (1) graph learning (1) graph representation (1) semi-supervised learning (1) cross-modal retrieval (1) adversarial learning (1) adversarial training (1) metric learning (1)

Papers

Rethink Representation Learning for Questionnaire Data AAAI 2026 ST-VLM: A Spatial-to-Image Multimodal Spatial-Temporal Prediction Framework with Vision-Language Model AAAI 2026 HFR-MKGC: Hierarchical Fusion Reasoning with MLLMs for Multi-modal Knowledge Graph Completion AAAI 2026 CFPT: Empowering Time Series Forecasting through Cross-Frequency Interaction and Periodic-Aware Timestamp Modeling ICML 2025 Rethinking Byzantine Robustness in Federated Recommendation from Sparse Aggregation Perspective AAAI 2025 Generating Synthetic Data for Unsupervised Federated Learning of Cross-Modal Retrieval AAAI 2025 ADPFedGNN: Adaptive Decoupling Personalized Federated Graph Neural Network IJCAI 2025 CSAHFL:Clustered Semi-Asynchronous Hierarchical Federated Learning for Dual-layer Non-IID in Heterogeneous Edge Computing Networks IJCAI 2025 Self-Supervised Multi-Modal Knowledge Graph Contrastive Hashing for Cross-Modal Search AAAI 2024 Efficient Asynchronous Federated Learning with Prospective Momentum Aggregation and Fine-Grained Correction AAAI 2024 CCPL: Contrastive Coherence Preserving Loss for Versatile Style Transfer ECCV 2022 Clustering-Induced Adaptive Structure Enhancing Network for Incomplete Multi-View Data IJCAI 2021 Leveraging Graph to Improve Abstractive Multi-Document Summarization ACL 2020 Deep Correlated Predictive Subspace Learning for Incomplete Multi-View Semi-Supervised Classification IJCAI 2019 Reliable Crowdsourcing and Deep Locality-Preserving Learning for Expression Recognition in the Wild CVPR 2017 Noisy Softmax: Improving the Generalization Ability of DCNN via Postponing the Early Softmax Saturation CVPR 2017