Wenchao Chen

Associate Professor, School of electronic Engineering, Xidian University

Joined

May 2022

Names

Wenchao Chen (Preferred)

Emails

****@xidian.edu.cn (Confirmed)

Personal Links

Career & Education History

Associate Professor

School of electronic Engineering, Xidian University (xidian.edu)

2023 – 2026

Advisors, Relations & Conflicts

PhD Advisee

2017 – 2023

PhD Advisor

2017 – 2021

Expertise

time series analysis

2022 – 2023

topic model

2017 – 2021

Publications

OmiAD: One-Step Adaptive Masked Diffusion Model for Multi-class Anomaly Detection via Adversarial Distillation
Yaoxuan Feng, Wenchao Chen, Yuxin Li, Bo Chen, Yubiao Wang, Zixuan Zhao, Hongwei Liu, Mingyuan Zhou
- ICML 2025 poster
- Readers: Everyone
Vague Prototype-Oriented Diffusion Model for Multi-Class Anomaly Detection
Yuxin Li, Yaoxuan Feng, Bo Chen, Wenchao Chen, Yubiao Wang, Xinyue Hu, Baolin Sun, Chunhui Qu, Mingyuan Zhou
- ICML 2024 Poster
- Readers: Everyone
Capturing The Channel Dependency Completely Via Knowledge-Episodic Memory For Time Series Forecasting
Muyao Wang, Wenchao Chen, Zhibin Duan, Binhe Zhao, Bo Chen
- Submitted to ICLR 2024
- Readers: Everyone
Transformer-Modulated Diffusion Models for Probabilistic Multivariate Time Series Forecasting
Yuxin Li, Wenchao Chen, Xinyue Hu, Bo Chen, Baolin Sun, Mingyuan Zhou
- ICLR 2024 poster
- Readers: Everyone
Prototype-oriented unsupervised anomaly detection for multivariate time series
Yuxin Li, Wenchao Chen, Bo Chen, Dongsheng Wang, Long Tian, Mingyuan Zhou
- ICML 2023 Poster
- Readers: Everyone
VARIATIONAL ADAPTIVE GRAPH TRANSFORMER FOR MULTIVARIATE TIME SERIES MODELING
Long Tian, Wenchao Chen, Bo Chen, Muyao Wang, Liang Dai, BaoLin Sun, Mingyuan Zhou
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone

Co-Authors