Siyuan Xu

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Known people with the same name:

Bibliography

2025
Abnormal Condition Recognition of Blast Furnace Ironmaking Process Based on Time Series - Image Jointly Driven Deep Neural Network.
IEEE Trans. Ind. Informatics, August, 2025

All-time safety and sample-efficient meta update for online safe meta reinforcement learning under Markov task transition.
Mach. Learn., August, 2025

Piano: A Multi-Constraint Pin Assignment-Aware Floorplanner.
CoRR, August, 2025

Optimizing Token Choice for Code Watermarking: A RL Approach.
CoRR, August, 2025

One Step Beyond: Feedthrough & Placement-Aware Rectilinear Floorplanner.
CoRR, July, 2025

Open3DBench: Open-Source Benchmark for 3D-IC Backend Implementation and PPA Evaluation.
CoRR, March, 2025

TransPlace: Transferable Circuit Global Placement via Graph Neural Network.
CoRR, January, 2025

Disparity estimation of stereo-endoscopic images using deep generative network.
ICT Express, 2025

DP-YOLO: A lightweight traffic sign detection model for small object detection.
Digit. Signal Process., 2025

Battery State of Charge and State of Health Estimation Using a New Hybrid Deep Neural Network Approach.
IEEE Access, 2025

TransPlace: Transferable Circuit Global Placement via Graph Neural Network.
Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

LaMPlace: Learning to Optimize Cross-Stage Metrics in Macro Placement.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Timing-Driven Global Placement by Efficient Critical Path Extraction.
Proceedings of the Design, Automation & Test in Europe Conference, 2025

Scale-Invariant Implicit Neural Representations For Object Counting.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

FTAFP: A Feedthrough-Aware Floorplanner for Hierarchical Design of Large-Scale SoCs.
Proceedings of the 30th Asia and South Pacific Design Automation Conference, 2025

PCBAgent: An Agent-based Framework for High-Density Printed Circuit Board Placement.
Proceedings of the 30th Asia and South Pacific Design Automation Conference, 2025

2024
Secure Perception-Driven Control of Mobile Robots Using Chaotic Encryption.
IEEE Trans. Autom. Control., April, 2024

DeepOTF: Learning Equations-constrained Prediction for Electromagnetic Behavior.
ACM Trans. Design Autom. Electr. Syst., 2024

PyArc: A python package for computing absorption and radiative coefficients from first principles.
Comput. Phys. Commun., 2024

Distance-Forward Learning: Enhancing the Forward-Forward Algorithm Towards High-Performance On-Chip Learning.
CoRR, 2024

Why Antiwork: A RoBERTa-Based System for Work-Related Stress Identification and Leading Factor Analysis.
CoRR, 2024

Benchmarking End-To-End Performance of AI-Based Chip Placement Algorithms.
CoRR, 2024

Escaping Local Optima in Global Placement.
CoRR, 2024

LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation.
CoRR, 2024

Federated reinforcement learning for robot motion planning with zero-shot generalization.
Autom., 2024

FlexPlanner: Flexible 3D Floorplanning via Deep Reinforcement Learning in Hybrid Action Space with Multi-Modality Representation.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Meta-Reinforcement Learning with Universal Policy Adaptation: Provable Near-Optimality under All-task Optimum Comparator.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Reveal Fluidity Behind Frames: A Multi-Modality Framework for Action Quality Assessment.
Proceedings of the 26th IEEE International Workshop on Multimedia Signal Processing, 2024

GeNSeg-Net: A General Segmentation Framework for Any Nucleus in Immunohistochemistry Images.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

RoutePlacer: An End-to-End Routability-Aware Placer with Graph Neural Network.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

An Ultra-Low Power Wearable Sensing System with a Highly Sensitive Three-Dimensional LIG Sensor and Energy-Efficient Time Domain Readout.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

Reinforcement Learning within Tree Search for Fast Macro Placement.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Blast Furnace Condition Recognizing in the Ironmaking Process Based on Prior Knowledge and Platt Scaling Probability.
Proceedings of the IEEE International Conference on Industrial Technology, 2024

RankTuner: When Design Tool Parameter Tuning Meets Preference Bayesian Optimization.
Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design, 2024

JigsawPlanner: Jigsaw-like Floorplanner for Eliminating Whitespace and Overlap among Complex Rectilinear Modules.
Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design, 2024

Robust Low-Overhead Control of DER Reactive Power Under Adversarial Attacks and Uncertainty.
Proceedings of the IEEE International Conference on Communications, 2024

A 1.92nJ/Conv Pulse-Width Locked-Loop Time Domain Readout IC with VCO-Integrator and Pipeline TDC for Wheatstone Bridge Wearable Strain Sensing System.
Proceedings of the IEEE Asian Solid-State Circuits Conference, 2024

Uncertainty-aware Continuous Implicit Neural Representations for Remote Sensing Object Counting.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023
LGP-MVS: combined local and global planar priors guidance for indoor multi-view stereo.
Vis. Comput., December, 2023

Edge-Aware Spatial Propagation Network for Multi-view Depth Estimation.
Neural Process. Lett., December, 2023

Online Constrained Meta-Learning: Provable Guarantees for Generalization.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Knowledge Decomposition and Replay: A Novel Cross-modal Image-Text Retrieval Continual Learning Method.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Radiation Safety in Nuclear Power Plants: ResNet-Based Glove Image Classification.
Proceedings of the 16th International Congress on Image and Signal Processing, 2023

Deep Adversarial Network Based Stain Unmixing for Brightfield Multiplex Immunohistochemistry Images.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Federated reinforcement learning for generalizable motion planning.
Proceedings of the American Control Conference, 2023

Multi-Stage Path Planning for Unmanned Surface Vessels Recovery.
Proceedings of the American Control Conference, 2023

Efficient Gradient Approximation Method for Constrained Bilevel Optimization.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Reconstruct Dynamic Soft-Tissue With Stereo Endoscope Based on a Single-Layer Network.
IEEE Trans. Image Process., 2022

SVASeg: Sparse Voxel-Based Attention for 3D LiDAR Point Cloud Semantic Segmentation.
Remote. Sens., 2022

Cross-Person Activity Recognition Method Using Snapshot Ensemble Learning.
Proceedings of the 96th Vehicular Technology Conference, 2022

Meta Value Learning for Fast Policy-Centric Optimal Motion Planning.
Proceedings of the Robotics: Science and Systems XVIII, New York City, NY, USA, June 27, 2022

A Transformer-Based Cross-Modal Image-Text Retrieval Method using Feature Decoupling and Reconstruction.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

A Robust CSI- Based Passive Perception Method Using CNN and Attention-Based Bi-Directional LSTM.
Proceedings of the IEEE Global Communications Conference, 2022

Online distributed price-based control of DR resources with competitive guarantees.
Proceedings of the e-Energy '22: The Thirteenth ACM International Conference on Future Energy Systems, Virtual Event, 28 June 2022, 2022

2020
On the Design of High Performance HW Accelerator through High-level Synthesis Scheduling Approximations.
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

2019
Toward Self-Tunable Approximate Computing.
IEEE Trans. Very Large Scale Integr. Syst., 2019

Program synthesis with algebraic library specifications.
Proc. ACM Program. Lang., 2019

Design space exploration of heterogeneous MPSoCs with variable number of hardware accelerators.
Microprocess. Microsystems, 2019

Low Power Design of Runtime Reconfigurable FPGAs through Contexts Approximations.
Proceedings of the 37th IEEE International Conference on Computer Design, 2019

Approximating Behavioral HW Accelerators through Selective Partial Extractions onto Synthesizable Predictive Models.
Proceedings of the International Conference on Computer-Aided Design, 2019

2018
Influence of Non-equilibrium Condensation on key Parameter of Gas Wave Refrigerator.
Proceedings of the 7th International Conference on Informatics, 2018

DEEP: Dedicated Energy-Efficient Approximation for Dynamically Reconfigurable Architectures.
Proceedings of the 36th IEEE International Conference on Computer Design, 2018

Autonomous Temperature Management through Selective Control of Exact-Approximate Tiles.
Proceedings of the 36th IEEE International Conference on Computer Design, 2018

Medium and Long-Term Forecasting Method of China's Power Load Based on SaDE-SVM Algorithm.
Proceedings of the Bio-inspired Computing: Theories and Applications, 2018

2017
Exposing Approximate Computing Optimizations at Different Levels: From Behavioral to Gate-Level.
IEEE Trans. Very Large Scale Integr. Syst., 2017

GPU-Based Fluid Motion Estimation Using Energy Constraint.
J. Circuits Syst. Comput., 2017

HW/SW co-design experimental framework using configurable SoCs.
Proceedings of the International Conference on ReConFigurable Computing and FPGAs, 2017

Configurable SoC In-Situ Hardware/Software Co-Design Design Space Exploration.
Proceedings of the 2017 IEEE International Conference on Computer Design, 2017

Approximate Reconfigurable Hardware Accelerator: Adapting the Micro-Architecture to Dynamic Workloads.
Proceedings of the 2017 IEEE International Conference on Computer Design, 2017

2016
Quantitative Analysis of Variation-Aware Internet of Things Designs Using Statistical Model Checking.
Proceedings of the 2016 IEEE International Conference on Software Quality, 2016

2013
Migration-Based Elastic Consolidation Scheduling in Cloud Data Center.
Proceedings of the 33rd International Conference on Distributed Computing Systems Workshops (ICDCS 2013 Workshops), 2013


  Loading...