| 2026 | INFOCOM | 3D-Learning: Diffusion-Augmented Distributionally Robust Decision-Focused Learning. | Jiaqi Wen, Lei Fan, Jianyi Yang |
| 2025 | SIGMETRICS | Learning-Augmented Decentralized Online Convex Optimization in Networks. | Pengfei Li, Jianyi Yang, Adam Wierman, Shaolei Ren |
| 2024 | DATE | A FeFET-based Time-Domain Associative Memory for Multi-bit Similarity Computation. | Qingrong Huang, Hamza Errahmouni Barkam, Zeyu Yang, Jianyi Yang, Thomas Kmpfe, Kai Ni, Grace Li Zhang, Bing Li, Ulf Schlichtmann, Mohsen Imani, Cheng Zhuo, Xunzhao Yin |
| 2024 | DATE | FeReX: A Reconfigurable Design of Multi-Bit Ferroelectric Compute-in-Memory for Nearest Neighbor Search. | Zhicheng Xu, Che-Kai Liu, Chao Li, Ruibin Mao, Jianyi Yang, Thomas Kmpfe, Mohsen Imani, Can Li, Cheng Zhuo, Xunzhao Yin |
| 2024 | DATE | Reconfigurable Frequency Multipliers Based on Complementary Ferroelectric Transistors. | Haotian Xu, Jianyi Yang, Cheng Zhuo, Thomas Kmpfe, Kai Ni, Xunzhao Yin |
| 2024 | DATE | Low Power and Temperature- Resilient Compute-In-Memory Based on Subthreshold-FeFET. | Yifei Zhou, Xuchu Huang, Jianyi Yang, Kai Ni, Hussam Amrouch, Cheng Zhuo, Xunzhao Yin |
| 2024 | ICML | Building Socially-Equitable Public Models. | Yejia Liu, Jianyi Yang, Pengfei Li, Tongxin Li, Shaolei Ren |
| 2024 | SIGMETRICS | Online Allocation with Replenishable Budgets: Worst Case and Beyond. | Jianyi Yang, Pengfei Li, Mohammad Jaminur Islam, Shaolei Ren |
| 2023 | AAAI | Learning-Assisted Algorithm Unrolling for Online Optimization with Budget Constraints. | Jianyi Yang, Shaolei Ren |
| 2023 | ICCAD | SEE-MCAM: Scalable Multi-Bit FeFET Content Addressable Memories for Energy Efficient Associative Search. | Shengxi Shou, Che-Kai Liu, Sanggeon Yun, Zishen Wan, Kai Ni, Mohsen Imani, X. Sharon Hu, Jianyi Yang, Cheng Zhuo, Xunzhao Yin |
| 2023 | ICML | Learning for Edge-Weighted Online Bipartite Matching with Robustness Guarantees. | Pengfei Li, Jianyi Yang, Shaolei Ren |
| 2023 | INFOCOM | Robustified Learning for Online Optimization with Memory Costs. | Pengfei Li, Jianyi Yang, Shaolei Ren |
| 2022 | ICASSP | Masked Acoustic Unit for Mispronunciation Detection and Correction. | Zhan Zhang, Yuehai Wang, Jianyi Yang |
| 2022 | ICML | Informed Learning by Wide Neural Networks: Convergence, Generalization and Sampling Complexity. | Jianyi Yang, Shaolei Ren |
| 2022 | INFOCOM | Learning for Robust Combinatorial Optimization: Algorithm and Application. | Zhihui Shao, Jianyi Yang, Cong Shen, Shaolei Ren |
| 2022 | Interspeech | End-to-end Mispronunciation Detection with Simulated Error Distance. | Zhan Zhang, Yuehai Wang, Jianyi Yang |
| 2022 | Interspeech | BiCAPT: Bidirectional Computer-Assisted Pronunciation Training with Normalizing Flows. | Zhan Zhang, Yuehai Wang, Jianyi Yang |
| 2022 | SIGMETRICS | Expert-Calibrated Learning for Online Optimization with Switching Costs. | Pengfei Li, Jianyi Yang, Shaolei Ren |
| 2022 | SIGMETRICS | One Proxy Device Is Enough for Hardware-Aware Neural Architecture Search. | Bingqian Lu, Jianyi Yang, Weiwen Jiang, Yiyu Shi, Shaolei Ren |
| 2021 | AAAI | Robust Bandit Learning with Imperfect Context. | Jianyi Yang, Shaolei Ren |
| 2021 | AAAI | Contextual Bandits with Delayed Feedback and Semi-supervised Learning (Student Abstract). | Luting Yang, Jianyi Yang, Shaolei Ren |
| 2021 | INFOCOM | Bandit Learning with Predicted Context: Regret Analysis and Selective Context Query. | Jianyi Yang, Shaolei Ren |
| 2020 | IJCAI | Increasing the Trustworthiness of Deep Neural Networks via Accuracy Monitoring. | Zhihui Shao, Jianyi Yang, Shaolei Ren |
| 2020 | IJCAI | Multi-Feedback Bandit Learning with Probabilistic Contexts. | Luting Yang, Jianyi Yang, Shaolei Ren |
| 2019 | PIMRC | User Clustering and Scheduling in UAV Systems Exploiting Channel Correlation. | Zhenqiao Cheng, Jianyi Yang, Zaixue Wei, Hongwen Yang |
| 2017 | ISADS | Robot as a Service in Information Science & Electronic Engineering Education. | Yuehai Wang, Yinong Chen, Xiaofan Tong, Yubo Lee, Jianyi Yang |
| 2017 | WCNC | Correlation Based Adaptive Compressed Sensing for Millimeter Wave Channel Estimation. | Jianyi Yang, Zaixue Wei, Xin Zhang, Nanxi Li, Lin Sang |
| 2008 | ICNC | Protein Structure Classification Based on Chaos Game Representation and Multifractal Analysis. | Jianyi Yang, Zu-Guo Yu, Vo Anh |