Machine Learning articles for Shanghai Jiao Tong University (SJTU), China

Time frame: 1 June 2025 - 30 May 2026

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Count: 30

Article ‘Count’ for Machine Learning.

Journal Count Share
1 0.07
2D Covalent Organic Framework‐Based Heterostructure for Neuromorphic Visual Processing 0.07
1 1.00
Unsupervised and controllable synthesizing for imbalanced energy dataset based on AC-InfoGAN 1.00
1 0.33
Extending channel attention to kernel space for fluorescence microscopy image denoising 0.33
1 1.00
Hybrid symbolic regression for data-driven discovery: Governing dimensionless numbers in supercritical heat transfer 1.00
1 0.06
SeisMoLLM: Advancing Seismic Monitoring via Cross-Modal Transfer With Pretrained Large Language Model 0.06
12 7.22
SN-LiDAR: Semantic Neural Fields for Novel Space-time View LiDAR Synthesis 1.00
Modeling Deception in Multi-Robot Target-Attacker-Defender Game via Deep Reinforcement Learning 0.92
TopoLiDM: Topology-Aware LiDAR Diffusion Models for Interpretable and Realistic LiDAR Point Cloud Generation 0.57
LoopSR: Looping Sim-and-Real for Lifelong Policy Adaptation of Legged Robots 1.00
THE-SEAN: A Heart Rate Variation-Inspired Temporally High-Order Event-Based Visual Odometry with Self-Supervised Spiking Event Accumulation Networks 0.85
DCT-Diffusion: Depth Completion for Transparent Objects with Diffusion Denoising Approach 1.00
Embodied Escaping: End-to-End Reinforcement Learning for Robot Navigation in Narrow Environment 0.71
SIME: Enhancing Policy Self-Improvement with Modal-level Exploration 0.72
Pet-NODE Modeling: Embedding Priors and Time-Series Features into Neural ODE 0.02
From Learning to Mastery: Achieving Safe and Efficient Real-World Autonomous Driving with Human-in-the-Loop Reinforcement Learning 0.07
Splatter Joint: 3D Gaussian Splatting for Articulated Objects 0.25
CLEA: Closed-Loop Embodied Agent for Enhancing Task Execution in Dynamic Environments 0.10
9 3.56
Distributed neural codes of the 3D position in the marmoset frontal cortex and hippocampus 0.01
Programmable Three-dimensional Photonic Neural Network Chip 0.11
Boosting pathology foundation models via few-shot prompt-tuning for rare cancer subtyping 0.81
All-optical logic processing unit using Kerr nonlinearity of MXene 0.20
Physical echo state network based on the nonlinearity and dynamic response of ambipolar heterostructure transistors 0.04
Understanding pre-training data effects in retinal foundation models using two large fundus cohorts 0.14
A multi-agent reinforcement learning framework for exploring dominant strategies in iterated and evolutionary games 0.50
Distinctive roles of left and right entorhinal cortex in path integration via a non-invasive stimulation study 0.75
Incentivizing inclusive contributions in model sharing markets 1.00
1 0.01
Whole-brain reconstruction of fiber tracts based on cytoarchitectonic organization 0.01
1 0.13
Unilateral incentive alignment in two-agent stochastic games 0.13
1 0.57
All-optical synthesis chip for large-scale intelligent semantic vision generation 0.57
1 0.00
Steering semi-flexible molecular diffusion model for structure-based drug design with reinforcement learning 0.00

Numerical information only (in the tables above) is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International.