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Xinyu Chen — most-cited papers & profile · Generative Models
← authors
·
overview
Xinyu Chen
32
papers ·
40
citations ·
16
h-index
National University of Singapore · Massachusetts Institute of Technology
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Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Low-Rank Autoregressive Tensor Completion for Multivariate Time Series Forecasting
2020 · 20 citations
Forecasting Sparse Movement Speed of Urban Road Networks with Nonstationary Temporal Matrix Factorization
2022 · 8 citations
Laplacian Convolutional Representation for Traffic Time Series Imputation
2022 · 7 citations
POViT: Vision Transformer for Multi-objective Design and Characterization of Nanophotonic Devices
2022 · 2 citations
Circuit Partitioning and Transmission Cost Optimization in Distributed Quantum Circuits
2024 · 2 citations
On Unified Prompt Tuning for Request Quality Assurance in Public Code Review
2024 · 1 citations
Emergent Relational Order in LLM Agent Societies: From Collective Affect to Authority Stratification
2026
Multi-Source Domain Transfer Learning for Accurate Property Prediction in Two-Dimensional Materials
2026
RAM: Reachability Across Morphologies
2026
Xpertbench: Expert Level Tasks with Rubrics-Based Evaluation
2026
TimeLens2: Generalist Video Temporal Grounding with Multimodal LLMs
2026
PULSE: Generative Phase Evolution for Non-Stationary Time Series Forecasting
2026
PULSE: Agentic Investigation with Passive Sensing for Proactive Intervention in Cancer Survivorship
2026
Low Depth Distributed Quantum Algorithms for Unordered Database Search
2026
MSVBench: Towards Human-Level Evaluation of Multi-Shot Video Generation
2026
Top co-authors
Hui-Ling Zhen
· 1
Mingxuan Yuan
· 1
Shoubo Hu
· 1
Wei Zhang
· 1
Topics
Quantum Algorithms
stat.ML
Materials
Quantum Software
NISQ
Video-Language
Audio-Visual
Vision-Language Models
Anomaly Detection
cs.LG