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Junchi Yan — most-cited papers & profile · Time Series
← authors
·
overview
Junchi Yan
27
papers ·
48
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
Modeling Dynamic User Preference via Dictionary Learning for Sequential Recommendation
2022 · 22 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
From Quantum Graph Computing to Quantum Graph Learning: A Survey
2022 · 3 citations
Metis: Memory Foundation Model
2026
Evo-Depth: A Lightweight Depth-Enhanced Vision-Language-Action Model
2026
ACE-Brain-0: Spatial Intelligence as a Shared Scaffold for Universal Embodiments
2026
Calibrating Biased Distribution in VFM-derived Latent Space via Cross-Domain Geometric Consistency
2025
Interleave-VLA: Enhancing Robot Manipulation with Interleaved Image-Text Instructions
2025
RoboFAC: A Comprehensive Framework for Robotic Failure Analysis and Correction
2025
KITINet: Kinetics Theory Inspired Network Architectures with PDE Simulation Approaches
2025
AgiBot World Colosseo: A Large-scale Manipulation Platform for Scalable and Intelligent Embodied Systems
2025
The Sharpness Disparity Principle in Transformers for Accelerating Language Model Pre-Training
2025
Topics
Manipulation
Perception
Control
Navigation
Human-Robot Interaction
Quantum Machine Learning
Quantum Algorithms
Code Agents
Multi-Agent
Evaluation