Siyuan Xu

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 46

Top Topics

Reinforcement Learning

Design Space Exploration

Top Venues

IEEE Trans. Very Large Scale Integr. Syst.

Publications

Zhenyuan Yuan, Siyuan Xu, Minghui Zhu
Federated reinforcement learning for robot motion planning with zero-shot generalization. Autom. 166 (2024)
Siyuan Xu, Yucheng Wang, Mingzhou Fan, Byung-Jun Yoon, Xiaoning Qian
Uncertainty-aware Continuous Implicit Neural Representations for Remote Sensing Object Counting. AISTATS (2024)
Yunbo Hou, Haoran Ye, Yingxue Zhang, Siyuan Xu, Guojie Song
RoutePlacer: An End-to-End Routability-Aware Placer with Graph Neural Network. CoRR (2024)
Siyuan Xu, Zheng Liu, Xun Xu, Yuzheng Guo, Su-Huai Wei, Xie Zhang
PyArc: A python package for computing absorption and radiative coefficients from first principles. Comput. Phys. Commun. 305 (2024)
Xu Zhang, Zhenyuan Yuan, Siyuan Xu, Yang Lu, Minghui Zhu
Secure Perception-Driven Control of Mobile Robots Using Chaotic Encryption. IEEE Trans. Autom. Control. 69 (4) (2024)
Ruizhe Zhong, Xingbo Du, Shixiong Kai, Zhentao Tang, Siyuan Xu, Hui-Ling Zhen, Jianye Hao, Qiang Xu, Mingxuan Yuan, Junchi Yan
LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation. CoRR (2024)
Zhihai Wang, Zijie Geng, Zhaojie Tu, Jie Wang, Yuxi Qian, Zhexuan Xu, Ziyan Liu, Siyuan Xu, Zhentao Tang, Shixiong Kai, Mingxuan Yuan, Jianye Hao, Bin Li, Yongdong Zhang, Feng Wu
Benchmarking End-To-End Performance of AI-Based Chip Placement Algorithms. CoRR (2024)
Ke Xue, Xi Lin, Yunqi Shi, Shixiong Kai, Siyuan Xu, Chao Qian
Escaping Local Optima in Global Placement. CoRR (2024)
Yunbo Hou, Haoran Ye, Yingxue Zhang, Siyuan Xu, Guojie Song
RoutePlacer: An End-to-End Routability-Aware Placer with Graph Neural Network. KDD (2024)
Zhenyuan Yuan, Siyuan Xu, Minghui Zhu
Federated reinforcement learning for robot motion planning with zero-shot generalization. CoRR (2024)
Siyuan Xu, Zhaohui Jiang, Zhiwen Chen, Dong Pan, Haoyang Yu, Linlin Li
Blast Furnace Condition Recognizing in the Ironmaking Process Based on Prior Knowledge and Platt Scaling Probability. ICIT (2024)
Siyuan Xu, Huiru Yang, Longhuang Li, Yiyang Du, Huaiyu Ye, Huan Hu
An Ultra-Low Power Wearable Sensing System with a Highly Sensitive Three-Dimensional LIG Sensor and Energy-Efficient Time Domain Readout. ISCAS (2024)
Weihang Kong, Qingshan Xu, Wanjuan Su, Siyuan Xu, Wenbing Tao
LGP-MVS: combined local and global planar priors guidance for indoor multi-view stereo. Vis. Comput. 39 (12) (2023)
Zhenyuan Yuan, Siyuan Xu, Minghui Zhu
Federated reinforcement learning for generalizable motion planning. ACC (2023)
Siyuan Xu, Jing Wu, Chengnian Long, Lin Wang, Shaoyuan Li
Multi-Stage Path Planning for Unmanned Surface Vessels Recovery. ACC (2023)
Kouhong Xiong, Siyuan Xu, Enwei Shen, Zhengyan Ding, Rui Zhao
Radiation Safety in Nuclear Power Plants: ResNet-Based Glove Image Classification. CISP-BMEI (2023)
Siyuan Xu, Minghui Zhu
Efficient Gradient Approximation Method for Constrained Bilevel Optimization. AAAI (2023)
Siyuan Xu, Qingshan Xu, Wanjuan Su, Wenbing Tao
Edge-Aware Spatial Propagation Network for Multi-view Depth Estimation. Neural Process. Lett. 55 (8) (2023)
Siyuan Xu, Minghui Zhu
Efficient Gradient Approximation Method for Constrained Bilevel Optimization. CoRR (2023)
Rui Yang, Shuang Wang, Huan Zhang, Siyuan Xu, Yanhe Guo, Xiutiao Ye, Biao Hou, Licheng Jiao
Knowledge Decomposition and Replay: A Novel Cross-modal Image-Text Retrieval Continual Learning Method. ACM Multimedia (2023)
Siyuan Xu, Guannan Li, Mingxue Gu, Qingli Li
Deep Adversarial Network Based Stain Unmixing for Brightfield Multiplex Immunohistochemistry Images. BIBM (2023)
Siyuan Xu, Minghui Zhu
Online Constrained Meta-Learning: Provable Guarantees for Generalization. NeurIPS (2023)
Siyuan Xu, Liren Yu, Xiaojun Lin, Jin Dong, Yaosuo Xue
Online distributed price-based control of DR resources with competitive guarantees. e-Energy (2022)
Siyuan Xu, Zhengran He, Wenjuan Shi, Yu Wang, Tomoaki Ohtsuki, Guan Gui
Cross-Person Activity Recognition Method Using Snapshot Ensemble Learning. VTC Fall (2022)
Siyuan Xu, Minghui Zhu
Meta Value Learning for Fast Policy-Centric Optimal Motion Planning. Robotics: Science and Systems (2022)
Bo Yang, Siyuan Xu, Hongrong Chen, Wenfeng Zheng, Chao Liu
Reconstruct Dynamic Soft-Tissue With Stereo Endoscope Based on a Single-Layer Network. IEEE Trans. Image Process. 31 (2022)
Zhengran He, Guozhen Xu, Siyuan Xu, Yu Wang, Guan Gui, Haris Gacanin, Fumiyuki Adachi
A Robust CSI- Based Passive Perception Method Using CNN and Attention-Based Bi-Directional LSTM. GLOBECOM (2022)
Lin Zhao, Siyuan Xu, Liman Liu, Delie Ming, Wenbing Tao
SVASeg: Sparse Voxel-Based Attention for 3D LiDAR Point Cloud Semantic Segmentation. Remote. Sens. 14 (18) (2022)
Huan Zhang, Yingzhi Sun, Yu Liao, Siyuan Xu, Rui Yang, Shuang Wang, Biao Hou, Licheng Jiao
A Transformer-Based Cross-Modal Image-Text Retrieval Method using Feature Decoupling and Reconstruction. IGARSS (2022)
Xu Zhang, Zhenyuan Yuan, Siyuan Xu, Yang Lu, Minghui Zhu
Secure perception-driven control of mobile robots using chaotic encryption. ACC (2021)
Siyuan Xu, Benjamin Carrión Schäfer
On the Design of High Performance HW Accelerator through High-level Synthesis Scheduling Approximations. DATE (2020)
Siyuan Xu, Benjamin Carrión Schäfer
Low Power Design of Runtime Reconfigurable FPGAs through Contexts Approximations. ICCD (2019)
Siyuan Xu, Shuangnan Liu, Yidi Liu, Anushree Mahapatra, Monica Villaverde, Félix Moreno, Benjamin Carrión Schäfer
Design space exploration of heterogeneous MPSoCs with variable number of hardware accelerators. Microprocess. Microsystems 65 (2019)
Siyuan Xu, Benjamin Carrión Schäfer
Approximating Behavioral HW Accelerators through Selective Partial Extractions onto Synthesizable Predictive Models. ICCAD (2019)
Benjamin Mariano, Josh Reese, Siyuan Xu, ThanhVu Nguyen, Xiaokang Qiu, Jeffrey S. Foster, Armando Solar-Lezama
Program synthesis with algebraic library specifications. Proc. ACM Program. Lang. 3 (OOPSLA) (2019)
Siyuan Xu, Benjamin Carrión Schäfer
Toward Self-Tunable Approximate Computing. IEEE Trans. Very Large Scale Integr. Syst. 27 (4) (2019)
Peiqi Liu, Kehan Wu, Siyuan Xu, Jintao Wu, Fengxia Liu, Dapeng Hu
Influence of Non-equilibrium Condensation on key Parameter of Gas Wave Refrigerator. IEEA (2018)
Siyuan Xu, Benjamin Carrión Schäfer
Autonomous Temperature Management through Selective Control of Exact-Approximate Tiles. ICCD (2018)
Yuansheng Huang, Lijun Zhang, Mengshu Shi, Shijian Liu, Siyuan Xu
Medium and Long-Term Forecasting Method of China's Power Load Based on SaDE-SVM Algorithm. BIC-TA (1) (2018)
Siyuan Xu, Benjamin Carrión Schäfer
DEEP: Dedicated Energy-Efficient Approximation for Dynamically Reconfigurable Architectures. ICCD (2018)
Siyuan Xu, Benjamin Carrión Schäfer, Yidi Liu
Configurable SoC In-Situ Hardware/Software Co-Design Design Space Exploration. ICCD (2017)
Siyuan Xu, Jianqi Chen, Benjamin Carrión Schäfer
HW/SW co-design experimental framework using configurable SoCs. ReConFig (2017)
Siyuan Xu, Benjamin Carrión Schäfer
Approximate Reconfigurable Hardware Accelerator: Adapting the Micro-Architecture to Dynamic Workloads. ICCD (2017)
Siyuan Xu, Han Zhuang, Xin Fu, Junlong Zhou, Mingsong Chen
GPU-Based Fluid Motion Estimation Using Energy Constraint. J. Circuits Syst. Comput. 26 (2) (2017)
Siyuan Xu, Benjamin Carrión Schäfer
Exposing Approximate Computing Optimizations at Different Levels: From Behavioral to Gate-Level. IEEE Trans. Very Large Scale Integr. Syst. 25 (11) (2017)
Siyuan Xu, Weikai Miao, Thomas Kunz, Tongquan Wei, Mingsong Chen
Quantitative Analysis of Variation-Aware Internet of Things Designs Using Statistical Model Checking. QRS (2016)
Qingjia Huang, Sen Su, Siyuan Xu, Jian Li, Peng Xu, Kai Shuang
Migration-Based Elastic Consolidation Scheduling in Cloud Data Center. ICDCS Workshops (2013)