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Xiaoli Li — most-cited papers & profile · Graph Learning
← authors
·
overview
Xiaoli Li
11
papers ·
42
citations ·
28
h-index
Agency for Science, Technology and Research · Singapore University of Technology and Design · Institute for Infocomm Research · A*STAR Graduate Academy
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Most-cited papers
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook
2023 · 35 citations
Bridging Distribution Gaps in Time Series Foundation Model Pretraining with Prototype-Guided Normalization
2025 · 3 citations
StereoNeuroBayesSLAM: A Neurobiologically Inspired Stereo Visual SLAM System Based on Direct Sparse Method
2020 · 3 citations
Entropy Guided Dynamic Patch Segmentation for Time Series Transformers
2025 · 1 citations
Failure-Aware RL: Reliable Offline-to-Online Reinforcement Learning with Self-Recovery for Real-World Manipulation
2026
A Comprehensive Survey on World Models for Embodied AI
2025
Finding the Sweet Spot: Preference Data Construction for Scaling Preference Optimization
2025
Fusionadapter For Few-shot Relation Learning In Multimodal Knowledge Graphs
2025
Finding the Sweet Spot: Preference Data Construction for Scaling Preference Optimization
2025
A Decentralized Federated Learning Framework via Committee Mechanism with Convergence Guarantee
2021
Topics
Foundation Models
Transformer Forecasters
Manipulation
Perception
Safety & Alignment
Reinforcement Learning
Training Techniques
Evaluation
Anomaly Detection
Control