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Junchi Yan — most-cited papers & profile · Multimodal
← authors
·
overview
Junchi Yan
68
papers ·
580
citations ·
63
h-index
Shanghai University · Shanghai Jiao Tong University · Shanghai Innovative Research Center of Traditional Chinese Medicine · Huawei Technologies (Sweden) · Artificial Intelligence in Medicine (Canada)
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Most-cited papers
NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification
2023 · 75 citations
From Canonical Correlation Analysis to Self-supervised Graph Neural Networks
2021 · 49 citations
Graph Out-of-Distribution Generalization via Causal Intervention
2024 · 25 citations
Modeling Dynamic User Preference via Dictionary Learning for Sequential Recommendation
2022 · 22 citations
Lightweight Single-Image Super-Resolution Network with Attentive Auxiliary Feature Learning
2020 · 14 citations
F2A2: Flexible Fully-decentralized Approximate Actor-critic for Cooperative Multi-agent Reinforcement Learning
2020 · 12 citations
Learning Structured Communication for Multi-agent Reinforcement Learning
2020 · 7 citations
Towards Quantum Graph Neural Networks: An Ego-Graph Learning Approach
2022 · 7 citations
Closed-Loop Visuomotor Control with Generative Expectation for Robotic Manipulation
2024 · 6 citations
Part II: ROLL Flash -- Accelerating RLVR and Agentic Training with Asynchrony
2025 · 5 citations
Part II: ROLL Flash -- Accelerating RLVR and Agentic Training with Asynchrony
2025 · 5 citations
Learning Correspondence Structures for Person Re-identification
2017 · 4 citations
From Quantum Graph Computing to Quantum Graph Learning: A Survey
2022 · 3 citations
Continuous-Multiple Image Outpainting in One-Step via Positional Query and A Diffusion-based Approach
2024 · 3 citations
Weakly Supervised Audio Source Separation via Spectrum Energy Preserved Wasserstein Learning
2017 · 2 citations
Topics
Training Techniques
Manipulation
cs.LG
Human-Robot Interaction
Model Architecture
Control
cs.AI
Reinforcement Learning
Efficiency
RAG