| 2025 | CSCWD | Industrial Data Synthesis Framework for Fault Diagnosis Using Diffusion and Flow-Based Models. | Shuting Tao, Xiangming Meng, Hanrong Zhang, Hongwei Wang |
| 2025 | CVPR | SCSA: A Plug-and-Play Semantic Continuous-Sparse Attention for Arbitrary Semantic Style Transfer. | Chunnan Shang, Zhizhong Wang, Hongwei Wang, Xiangming Meng |
| 2025 | ICCV | UST-SSM: Unified Spatio-Temporal State Space Models for Point Cloud Video Modeling. | Peiming Li, Ziyi Wang, Yulin Yuan, Hong Liu, Xiangming Meng, Junsong Yuan, Mengyuan Liu |
| 2025 | ICLR | FIG: Flow with Interpolant Guidance for Linear Inverse Problems. | Yici Yan, Yichi Zhang, Xiangming Meng, Zhizhen Zhao |
| 2024 | AAAI | QCS-SGM+: Improved Quantized Compressed Sensing with Score-Based Generative Models. | Xiangming Meng, Yoshiyuki Kabashima |
| 2024 | ACML | Diffusion Model Based Posterior Sampling for Noisy Linear Inverse Problems. | Xiangming Meng, Yoshiyuki Kabashima |
| 2024 | IJCAI | SemanticMask: A Contrastive View Design for Anomaly Detection in Tabular Data. | Shuting Tao, Tongtian Zhu, Hongwei Wang, Xiangming Meng |
| 2023 | AISTATS | On Model Selection Consistency of Lasso for High-Dimensional Ising Models. | Xiangming Meng, Tomoyuki Obuchi, Yoshiyuki Kabashima |
| 2023 | AISTATS | Average case analysis of Lasso under ultra sparse conditions. | Koki Okajima, Xiangming Meng, Takashi Takahashi, Yoshiyuki Kabashima |
| 2023 | ICASSP | A Unitary Transform Based Generalized Approximate Message Passing. | Jiang Zhu, Xiangming Meng, Xupeng Lei, Qinghua Guo |
| 2023 | ICLR | Quantized Compressed Sensing with Score-Based Generative Models. | Xiangming Meng, Yoshiyuki Kabashima |
| 2020 | ICML | Training Binary Neural Networks using the Bayesian Learning Rule. | Xiangming Meng, Roman Bachmann, Mohammad Emtiyaz Khan |
| 2018 | VTC | Turbo-Like Iterative Multi-User Receiver Design for 5G Non-Orthogonal Multiple Access. | Xiangming Meng, Yiqun Wu, Chao Wang, Yan Chen |
| 2017 | WCNC | Low Complexity Receiver for Uplink SCMA System via Expectation Propagation. | Xiangming Meng, Yiqun Wu, Yan Chen, Meng Cheng |
| 2015 | VTC | Message Passing Approach to Regularized Zero-Forcing Precoding in Multibeam Satellite Systems. | Xiangming Meng, Sheng Wu, Linling Kuang, Jianhua Lu |
| 2015 | VTC | Novel Scheme of Orthogonal Convolutional Coding and Non-Iterative Decoding for Mobile Satellite Communication Systems. | Xiangming Meng, Sheng Wu, Linling Kuang, Zuyao Ni, Jianhua Lu |
| 2014 | VTC | Expectation Propagation Based Iterative Multi-User Detection for MIMO-IDMA Systems. | Xiangming Meng, Sheng Wu, Linling Kuang, Zuyao Ni, Jianhua Lu |