| 2026 | ACL | SPD-Faith Bench: Diagnosing and Improving Faithfulness in Chain-of-Thought for Multimodal Large Language Models. | Weijiang Lv, Yaoxuan Feng, Xiaobo Xia, Jiayu Wang, Yan Jing, Wenchao Chen, Bo Chen |
| 2025 | ICML | 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 |
| 2024 | AAAI | Considering Nonstationary within Multivariate Time Series with Variational Hierarchical Transformer for Forecasting. | Muyao Wang, Wenchao Chen, Bo Chen |
| 2024 | AAAI | Referred by Multi-Modality: A Unified Temporal Transformer for Video Object Segmentation. | Shilin Yan, Renrui Zhang, Ziyu Guo, Wenchao Chen, Wei Zhang, Hongyang Li, Yu Qiao, Hao Dong, Zhongjiang He, Peng Gao |
| 2024 | ECCV | PanoVOS: Bridging Non-panoramic and Panoramic Views with Transformer for Video Segmentation. | Shilin Yan, Xiaohao Xu, Renrui Zhang, Lingyi Hong, Wenchao Chen, Wenqiang Zhang, Wei Zhang |
| 2024 | ICLR | Transformer-Modulated Diffusion Models for Probabilistic Multivariate Time Series Forecasting. | Yuxin Li, Wenchao Chen, Xinyue Hu, Bo Chen, Baolin Sun, Mingyuan Zhou |
| 2024 | ICML | 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 |
| 2023 | ICCV | LVOS: A Benchmark for Long-term Video Object Segmentation. | Lingyi Hong, Wenchao Chen, Zhongying Liu, Wei Zhang, Pinxue Guo, Zhaoyu Chen, Wenqiang Zhang |
| 2023 | ICCV | Prototypes-oriented Transductive Few-shot Learning with Conditional Transport. | Long Tian, Jingyi Feng, Xiaoqiang Chai, Wenchao Chen, Liming Wang, Xiyang Liu, Bo Chen |
| 2023 | ICML | Prototype-oriented unsupervised anomaly detection for multivariate time series. | Yuxin Li, Wenchao Chen, Bo Chen, Dongsheng Wang, Long Tian, Mingyuan Zhou |
| 2022 | ICML | Deep Variational Graph Convolutional Recurrent Network for Multivariate Time Series Anomaly Detection. | Wenchao Chen, Long Tian, Bo Chen, Liang Dai, Zhibin Duan, Mingyuan Zhou |
| 2022 | ICML | Bayesian Deep Embedding Topic Meta-Learner. | Zhibin Duan, Yishi Xu, Jianqiao Sun, Bo Chen, Wenchao Chen, Chaojie Wang, Mingyuan Zhou |
| 2022 | INFOCOM | Switching Gaussian Mixture Variational RNN for Anomaly Detection of Diverse CDN Websites. | Liang Dai, Wenchao Chen, Yanwei Liu, Antonios Argyriou, Chang Liu, Tao Lin, Penghui Wang, Zhen Xu, Bo Chen |
| 2021 | ICML | Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network. | Zhibin Duan, Dongsheng Wang, Bo Chen, Chaojie Wang, Wenchao Chen, Yewen Li, Jie Ren, Mingyuan Zhou |
| 2021 | INFOCOM | A Lightweight Residual Networks Framework for DDoS Attack Classification Based on Federated Learning. | Tian Qin, Guang Cheng, Wenchao Chen, Si Wu |
| 2020 | IGARSS | Semi-Supervised Deep Learning Seismic Impedance Inversion Using Generative Adversarial Networks. | Delin Meng, Bangyu Wu, Naihao Liu, Wenchao Chen |
| 2020 | IJCAI | Switching Poisson Gamma Dynamical Systems. | Wenchao Chen, Bo Chen, Yicheng Liu, Qianru Zhao, Mingyuan Zhou |
| 2016 | IGARSS | MCA based clutter reduction from migrated GPR data. | Yanhui Zhou, Wenchao Chen |
| 2013 | ICASSP | Irregularly sampled seismic data interpolation using iterative half thresholding regularization. | Pengliang Yang, Jinghuai Gao, Wenchao Chen |
| 2012 | IGARSS | Noise attenuation of the geophysical data using the framelet transform. | Pengliang Yang, Jinghuai Gao, Wenchao Chen |
| 2012 | IGARSS | Zero-offset VSP wavefield separation using two-step SVD method. | Lei Gao, Wenchao Chen, Jinghuai Gao |
| 2010 | IGARSS | On the method of detecting the discontinuity of seismic data via 3D wavelet transform. | Xiaokai Wang, Jinghuai Gao, Wenchao Chen, Erhua Zhang |