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Siyuan Xu
ORCID
Publication Activity (10 Years)
Years Active: 2013-2024
Publications (10 Years): 35
Top Topics
Design Space Exploration
Text Retrieval
Motion Planning
Nuclear Power
Top Venues
ICCD
ACC
IEEE Trans. Very Large Scale Integr. Syst.
CoRR
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Publications
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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)
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)