| 2025 | AAAI | Generalization of Graph Neural Networks Is Robust to Model Mismatch. | Zhiyang Wang, Juan Cervio, Alejandro Ribeiro |
| 2025 | ACSSC | Wireless Link Scheduling with State-Augmented Graph Neural Networks. | Romina Garca Camargo, Zhiyang Wang, Navid NaderiAlizadeh, Alejandro Ribeiro |
| 2025 | ICASSP | RelaI2P: Relational Learning for Image-to-Point Cloud Registration. | Minghui Hou, Gang Wang, Zhiyang Wang, Baorui Ma |
| 2025 | ICASSP | Improved Image Classification with Manifold Neural Networks. | Caio F. Deberaldini Netto, Zhiyang Wang, Luana Ruiz |
| 2025 | ICML | A Manifold Perspective on the Statistical Generalization of Graph Neural Networks. | Zhiyang Wang, Juan Cervio, Alejandro Ribeiro |
| 2025 | MMM | BLCC: A Benchmark for Multi-LiDAR and Multi-camera Calibration. | Minghui Hou, Gang Wang, Zhiyang Wang, Tongzhou Zhang, Baorui Ma |
| 2024 | ACSSC | Generalization of Graph Neural Networks: Over Geometric Graphs Sampled from Manifolds. | Zhiyang Wang, Juan Cervio, Alejandro Ribeiro |
| 2023 | ACSSC | Convergence of Graph Neural Networks on Relatively Sparse Graphs. | Zhiyang Wang, Luana Ruiz, Alejandro Ribeiro |
| 2023 | ICASSP | Tangent Bundle Filters and Neural Networks: From Manifolds to Cellular Sheaves and Back. | Claudio Battiloro, Zhiyang Wang, Hans Riess, Paolo Di Lorenzo, Alejandro Ribeiro |
| 2023 | ICASSP | Convolutional Filtering on Sampled Manifolds. | Zhiyang Wang, Luana Ruiz, Alejandro Ribeiro |
| 2022 | ACSSC | Convolutional Neural Networks on Manifolds: From Graphs and Back. | Zhiyang Wang, Luana Ruiz, Alejandro Ribeiro |
| 2022 | ICASSP | Stable and Transferable Wireless Resource Allocation Policies Via Manifold Neural Networks. | Zhiyang Wang, Luana Ruiz, Mark Eisen, Alejandro Ribeiro |
| 2022 | ICASSP | Stability of Neural Networks on Manifolds to Relative Perturbations. | Zhiyang Wang, Luana Ruiz, Alejandro Ribeiro |
| 2021 | ICASSP | Graphon and Graph Neural Network Stability. | Luana Ruiz, Zhiyang Wang, Alejandro Ribeiro |
| 2021 | ICASSP | Unsupervised Learning for Asynchronous Resource Allocation In Ad-Hoc Wireless Networks. | Zhiyang Wang, Mark Eisen, Alejandro Ribeiro |
| 2020 | ACSSC | Decentralized Wireless Resource Allocation with Graph Neural Networks. | Zhiyang Wang, Mark Eisen, Alejandro Ribeiro |
| 2020 | ICML | Learning for Dose Allocation in Adaptive Clinical Trials with Safety Constraints. | Cong Shen, Zhiyang Wang, Sofia S. Villar, Mihaela van der Schaar |
| 2019 | CIS | Classification of Spectrum Images of Solar Radio Bursts Based on Deep Learning. | Xirong Xu, Zhiyang Wang, Yu Hong, Tianfan Xia, Jun Cheng, Jingqing Jiang |
| 2019 | IROS | Improved Learning Accuracy for Learning Stable Control from Human Demonstrations. | Shaokun Jin, Zhiyang Wang, Yongsheng Ou, Yimin Zhou |
| 2018 | AISTATS | Regional Multi-Armed Bandits. | Zhiyang Wang, Ruida Zhou, Cong Shen |
| 2015 | ISKE | Fault Diagnosis of Rolling Bearing Based on BSA Neural Network. | Wenliao Du, Chang Huang, Ansheng Li, Xiaoyun Gong, Liangwen Wang, Zhiyang Wang |
| 2013 | ACL | Stem Translation with Affix-Based Rule Selection for Agglutinative Languages. | Zhiyang Wang, Yajuan L, Meng Sun, Qun Liu |
| 2013 | INFOCOM | WheelLoc: Enabling continuous location service on mobile phone for outdoor scenarios. | He Wang, Zhiyang Wang, Guobin Shen, Fan Li, Song Han, Feng Zhao |
| 2012 | IVA | Incremental Dialogue Understanding and Feedback for Multiparty, Multimodal Conversation. | David R. Traum, David DeVault, Jina Lee, Zhiyang Wang, Stacy Marsella |
| 2011 | IVA | Towards More Comprehensive Listening Behavior: Beyond the Bobble Head. | Zhiyang Wang, Jina Lee, Stacy Marsella |
| 2010 | ACL | Better Filtration and Augmentation for Hierarchical Phrase-Based Translation Rules. | Zhiyang Wang, Yajuan Lv, Qun Liu, Young-Sook Hwang |
| 2010 | AINA | An Adaptive Approach to Detecting Black and Gray Hole Attacks in Ad Hoc Network. | Jiwen Cai, Ping Yi, Jialin Chen, Zhiyang Wang, Ning Liu |