| 2026 | ACL | Unleashing Low-Bit Inference on Ascend NPUs: A Comprehensive Evaluation of HiFloat Formats. | Pengxiang Zhao, Hui-Ling Zhen, Xing Li, Han Bao, Weizhe Lin, Zhiyuan Yang, Yu Zi Wei, Xin Wang, Mingxuan Yuan, Xianzhi Yu, Zhenhua Dong |
| 2025 | HCI | A Novel Fall Risk Assessment Approach Using Gait Parameters from a Single RGB Camera: A Preliminary Study. | Chenfeng Wang, Mengxin Zhang, Yuqing Cai, Zhiyuan Yang, Woojoo Kim, Xiaoqun Yu |
| 2025 | ICASSP | Exploring the Interpretability of EEG-Inception Convolutional Neural Networks for Epilepsy Prediction. | Guanglong Zhang, Tianren Wang, Jinjie Guo, Zhiyuan Yang, YiLian Wu, Guixia Kang |
| 2025 | ICCV | HFD-Teacher: High-Frequency Depth Distillation From Depth Foundation Models for Enhanced Depth Completion. | Zhiyuan Yang, Anqi Cheng, Haiyue Zhu, Tianjiao Li, Pey Yuen Tao, Kezhi Mao |
| 2025 | ICLR | Distribution Backtracking Builds A Faster Convergence Trajectory for Diffusion Distillation. | Shengyuan Zhang, Ling Yang, Zejian Li, An Zhao, Chenye Meng, Changyuan Yang, Guang Yang, Zhiyuan Yang, Lingyun Sun |
| 2025 | IROS | ZBOT: A Novel Modular Robot Capable of Active Transformation from Snake to Bipedal Configuration through RL. | Nanlin Zhou, Sikai Zhao, Hang Luo, Kai Han, Zhiyuan Yang, Jian Qi, Ning Zhao, Jie Zhao, Yanhe Zhu |
| 2024 | AAAI | Reducing Spatial Fitting Error in Distillation of Denoising Diffusion Models. | Shengzhe Zhou, Zejian Li, Shengyuan Zhang, Lefan Hou, Changyuan Yang, Guang Yang, Zhiyuan Yang, Lingyun Sun |
| 2024 | ICML | Smooth Tchebycheff Scalarization for Multi-Objective Optimization. | Xi Lin, Xiaoyuan Zhang, Zhiyuan Yang, Fei Liu, Zhenkun Wang, Qingfu Zhang |
| 2024 | IGARSS | A Causality-Erasing Baseline Values of SHAP Method for Enhancing Explainable Deep Networks in SAR Target Classification. | Zhiyuan Yang, Zongyong Cui, Zongjie Cao |
| 2024 | IGARSS | Exploring the Explainability of SAR Target Classification Using Shap Method with Different Baseline Values. | Zhiyuan Yang, Zongyong Cui, Zongjie Cao |
| 2024 | ICPR | Uni4DAL: A Unified Baseline for Multi-dataset 4D Auto-Labeling. | Zhiyuan Yang, Xuekuan Wang, Wei Zhang, Xiao Tan, Jinchen Lu, Jingdong Wang, Errui Ding, Zhihui Lai, Cairong Zhao |
| 2024 | ICPR | Edge-Guided and Cross-Scale Feature Fusion Network for Efficient Multi-contrast MRI Super-Resolution. | Zhiyuan Yang, Bo Zhang, Zhiqiang Zeng, Si Yong Yeo |
| 2024 | ICRA | GAM-Depth: Self-Supervised Indoor Depth Estimation Leveraging a Gradient-Aware Mask and Semantic Constraints. | Anqi Cheng, Zhiyuan Yang, Haiyue Zhu, Kezhi Mao |
| 2024 | MICCAI | ETSCL: An Evidence Theory-Based Supervised Contrastive Learning Framework for Multi-modal Glaucoma Grading. | Zhiyuan Yang, Bo Zhang, Yufei Shi, Ningze Zhong, Johnathan Loh, Huihui Fang, Yanwu Xu, Si Yong Yeo |
| 2023 | ICIP | Towards Modeling 3D Dense Shape Correspondence from Category-Specific Multi-View Images. | Zhiyuan Yang, Qingfu Zhang |
| 2023 | ICML | Continuation Path Learning for Homotopy Optimization. | Xi Lin, Zhiyuan Yang, Xiaoyuan Zhang, Qingfu Zhang |
| 2022 | HCI | A Co-creation Interaction Framework and Its Application for Intelligent Design System. | Zhiyuan Yang, Wenbo Yang, Guang Yang, Changyuan Yang |
| 2022 | ICASSP | Feature Augmentation Learning for Few-Shot Palmprint Image Recognition With Unconstrained Acquisition. | Kunlei Jing, Xinman Zhang, Zhiyuan Yang, Bihan Wen |
| 2022 | ICLR | Pareto Set Learning for Neural Multi-Objective Combinatorial Optimization. | Xi Lin, Zhiyuan Yang, Qingfu Zhang |
| 2022 | ICONIP | EigenGRF: Layer-Wise Eigen-Learning for Controllable Generative Radiance Fields. | Zhiyuan Yang, Qingfu Zhang |
| 2018 | ISLPED | Value-driven Synthesis for Neural Network ASICs. | Zhiyuan Yang, Ankur Srivastava |
| 2017 | DAC | Phase-driven Learning-based Dynamic Reliability Management For Multi-core Processors. | Zhiyuan Yang, Caleb Serafy, Tiantao Lu, Ankur Srivastava |
| 2016 | FCCM | ECO Based Placement and Routing Framework for 3D FPGAs with Micro-fluidic Cooling. | Zhiyuan Yang, Caleb Serafy, Ankur Srivastava |
| 2016 | FPGA | Physical Design of 3D FPGAs Embedded with Micro-channel-based Fluidic Cooling. | Zhiyuan Yang, Ankur Srivastava |
| 2016 | ISLPED | Voltage Noise Induced DRAM Soft Error Reduction Technique for 3D-CPUs. | Tiantao Lu, Caleb Serafy, Zhiyuan Yang, Ankur Srivastava |