| 2026 | ISCAS | 3D-TANoC: Thermal-Aware 3D LLM Accelerator with Hierarchical NoC and Operator-Aware Dataflow Mapping Strategy. | Yuan Song, Xingyu Xu, Dengke Liu, Zihan Zou, Xilong Kang, Hui Kou, Hao Cai, Bo Liu |
| 2025 | ASPDAC | SUArch: Accelerating Layer-wise N: M Sparse Pattern with a Unified Architecture for Deep-learning Edge Device. | Xilong Kang, Qingwen Wei, Ningyuan Li, Xingyu Xu, Hao Cai, Bo Liu |
| 2025 | ICCAD | SparCIM: A Heterogeneous CIM-Based Accelerator for Large Language Models with Contextual and Unstructured Bit Sparsity. | Xingyu Xu, Yuan Song, Bo Hu, Peng Zheng, Zihan Zou, Xin Si, Bo Liu |
| 2024 | COLT | Agnostic Active Learning of Single Index Models with Linear Sample Complexity. | Aarshvi Gajjar, Wai Ming Tai, Xingyu Xu, Chinmay Hegde, Christopher Musco, Yi Li |
| 2024 | DAC | FDCA: Fine-grained Digital-CIM based CNN Accelerator with Hybrid Quantization and Weight-Stationary Dataflow. | Bo Liu, Qingwen Wei, Yang Zhang, Xingyu Xu, Zihan Zou, Xinxiang Huang, Xin Si, Hao Cai |
| 2023 | AISTATS | Oblivious near-optimal sampling for multidimensional signals with Fourier constraints. | Xingyu Xu, Yuantao Gu |
| 2023 | AISTATS | Benign overfitting of non-smooth neural networks beyond lazy training. | Xingyu Xu, Yuantao Gu |
| 2023 | CASES | Work-in-Process: Error-Compensation-Based Energy-Efficient MAC Unit for CNNs. | Xingyu Xu, Qingwen Wei, Yang Zhang, Hao Cai, Bo Liu |
| 2023 | ICML | The Power of Preconditioning in Overparameterized Low-Rank Matrix Sensing. | Xingyu Xu, Yandi Shen, Yuejie Chi, Cong Ma |
| 2021 | DASC | Multi-Feature Shuffle Algorithm for Root Cause Detection in Semiconductor Manufacturing. | Ding Tan, Xingyu Xu, Kaixiang Yu, Sihai Zhang, Tianchi Chen |
| 2021 | DASC | How Feature Remove and Shuffle Work in Key Feature Detection? The Perspective of NDER. | Xingyu Xu, Ding Tan, Sihai Zhang, Tianchi Chen |
| 2020 | ICASSP | Complexity Reduction Methods for Index Modulation Based Dual-Function Radar Communication Systems. | Tianyao Huang, Nir Shlezinger, Xingyu Xu, Yimin Liu, Yonina C. Eldar |
| 2020 | ICASSP | Theoretical Analysis of Multi-Carrier Agile Phased Array Radar. | Tianyao Huang, Nir Shlezinger, Xingyu Xu, Dingyou Ma, Yimin Liu, Yonina C. Eldar |
| 2020 | ICASSP | Principal Angle Detector for Subspace Signal with Structured Unknown Interference. | Xingyu Xu, Yuchen Jiao, Yuantao Gu |
| 2015 | ICPP | Accelerating Spectral Calculation through Hybrid GPU-Based Computing. | Jian Xiao, Xingyu Xu, Ce Yu, Jiawan Zhang, Shuinai Zhang, Li Ji, Jizhou Sun |
| 2014 | ICA3PP | Acceleration of Solving Non-Equilibrium Ionization via Tracer Particles and MapReduce on Eulerian Mesh. | Jian Xiao, Xingyu Xu, Jizhou Sun, Xin Zhou, Li Ji |