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ORCIDSiyuan Xu
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2020 – today
- 2026
[j28]Siyuan Xu
, Donghui Yang:
How does physician stress impact knowledge-sharing behaviors?Evidence from online physician communities. Comput. Hum. Behav. 175: 108849 (2026)- [j27]Siyuan Xu, Dong Pan, Zhaohui Jiang, Zhiwen Chen, Haoyang Yu, Weihua Gui:
KIG: A Knowledge Graph-Guided Iterative-Updating Graph Neural Network for Multisensor Time Series Time-Delay Estimation. IEEE CAA J. Autom. Sinica 13(2): 327-345 (2026) - [j26]Zelin Deng, Siyuan Xu, Yun Song, Ke Nai, Miaohui Wang:
Channel-level feature selection and fusion network for visible-infrared person re-identification. Multim. Syst. 32(2): 136 (2026) - [j25]Siyuan Xu, Yujie Wu, Jibin Wu, Lei Deng, Mingkun Xu, Qinghao Wen, Guoqi Li:
Advancing the forward-forward algorithm towards high-performance deep local learning. Neural Networks 200: 108765 (2026) - [j24]Peng Xu, Su Zheng, Yuyang Ye, Chen Bai, Siyuan Xu, Hao Geng, Tsung-Yi Ho, Bei Yu:
RankTuner: When Design Tool Parameter Tuning Meets Preference Bayesian Optimization. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 45(7): 3197-3210 (2026) - [c59]Siyuan Xu, Yibing Liu, Peilin Chen, Yung-Hui Li, Shiqi Wang, Sam Kwong:
When Privacy Meets Recovery: The Overlooked Half of Surrogate-Driven Privacy Preservation for MLLM Editing. AAAI 2026: 35958-35966 - [c58]Ziyang Yu, Peng Xu, Su Zheng, Siyuan Xu, Hao Geng, Bei Yu, Martin D. F. Wong:
CausalTuner: Will Causality Help High-Dimensional EDA Tool Parameter Tuning. ASP-DAC 2026: 370-376 - [c57]Ruo-Tong Chen, Chengrui Gao, Siyuan Xu, Ke Xue, Yunqi Shi, Xi Lin, Mingxuan Yuan, Chao Qian, Zhi-Hua Zhou:
Timing-driven Detailed Placement via TimingMask-guided Path-level Optimization. DATE 2026: 1-7 - [c56]Ziyan Liu, Siyuan Xu, Jie Wang, Zijie Geng, Yeqiu Chen, Mingxuan Yuan, Jianye Hao, Feng Wu:
PPA-driven Placement via Adaptive Cluster Constraints Optimization. DATE 2026: 1-7 - [c55]Chen Lu, Ke Xue, Ruo-Tong Chen, Yunqi Shi, Siyuan Xu, Mingxuan Yuan, Chao Qian, Zhi-Hua Zhou:
Dynamic Algorithm Configuration for Global Placement. DATE 2026: 1-7 - [c54]Wanqi Ren, Chengrui Gao, Yunqi Shi, Mingzhou Fan, Siyuan Xu, Ke Xue, Chenjian Ding, Mingxuan Yuan, Chao Qian:
Reinforcement Learning for Hybrid Bonding Terminal Legalization in 3D ICs. DATE 2026: 1-3 - [c53]Peng Xu, Ziyang Yu, Yuan Pu, Xinyun Zhang, Donger Luo, Hao Geng, Siyuan Xu, Tsung-Yi Ho, Bei Yu:
RATuner: Retrieval-Augmented VLSI Flow Design Parameter Tuning Framework. DATE 2026: 1-7 - [i34]Baiyu Chen, Yujie Wu, Siyuan Xu, Peng Qu, Dehua Wu, Xu Chu, Haodong Bian, Shuo Zhang, Bo Xu, Youhui Zhang, Zhengyu Ma, Guoqi Li:
BrainFuse: a unified infrastructure integrating realistic biological modeling and core AI methodology. CoRR abs/2601.21407 (2026) - [i33]Yanbin Huang, Man Yao, Yuqi Pan, Changze Lv, Siyuan Xu, Xiaoqing Zheng, Bo Xu, Guoqi Li:
Parallel Training in Spiking Neural Networks. CoRR abs/2602.01133 (2026) - [i32]Chen Lu, Ke Xue, Chengrui Gao, Yunqi Shi, Siyuan Xu, Mingxuan Yuan, Chao Qian, Zhi-Hua Zhou:
Advancing Automated Algorithm Design via Evolutionary Stagewise Design with LLMs. CoRR abs/2603.07970 (2026) - [i31]Siyuan Xu, Shiyang Li, Xin Liu, Tianyi Liu, Yixiao Li, Zhan Shi, Zixuan Zhang, Zilong Wang, Qingyu Yin, Jianshu Chen, Tuo Zhao, Bing Yin:
Controllable and Verifiable Tool-Use Data Synthesis for Agentic Reinforcement Learning. CoRR abs/2604.09813 (2026) - [i30]Siyuan Xu, Tianshi Wang, Fengling Li, Lei Zhu, Heng Tao Shen:
DA-PTQ: Drift-Aware Post-Training Quantization for Efficient Vision-Language-Action Models. CoRR abs/2604.11572 (2026) - [i29]Peng Xie, Ke Xue, Yunqi Shi, Ruo-Tong Chen, Chengrui Gao, Siyuan Xu, Chenjian Ding, Mingxuan Yuan, Chao Qian:
FlowPlace: Flow Matching for Chip Placement. CoRR abs/2604.23658 (2026) - [i28]Ruo-Tong Chen, Ke Xue, Chengrui Gao, Yunqi Shi, Tian Xu, Peng Xie, Siyuan Xu, Mingxuan Yuan, Chao Qian, Zhi-Hua Zhou:
How Can Reinforcement Learning Achieve Expert-level Placement? CoRR abs/2604.25191 (2026) - [i27]Yue Mao, Shicheng Liu, Siyuan Xu, Minghui Zhu:
Interactive Inverse Reinforcement Learning of Interaction Scenarios via Bi-level Optimization. CoRR abs/2605.08131 (2026) - [i26]Siyuan Xu, Yibing Liu, Peilin Chen, Yung-Hui Li, Shiqi Wang, Sam Kwong:
When Recovery Matters: The Blind Spot of Surrogate Privacy in MLLM Editing. CoRR abs/2606.07171 (2026) - [i25]Siyuan Xu, Yibing Liu, Peilin Chen, Yung-Hui Li, Shiqi Wang, Sam Kwong:
Seeing Without Exposing: Adaptive Privacy Control for Open-World, Context-Hungry MLLMs. CoRR abs/2606.07175 (2026) - [i24]Haofei Song, Siyuan Xu, Xintian Mao, Shaojie Guo, Qingli Li, Yan Wang:
Dual-Prior Guided Null-Space Learning with Mixture-of-Splines for Arbitrary Medical Slice Super-Resolution. CoRR abs/2606.26716 (2026) - 2025
- [j23]Saeid Jorkesh, Ryan M. Ahmed, Saeid R. Habibi, Reza Hosseininejad, Siyuan Xu:
Battery State of Charge and State of Health Estimation Using a New Hybrid Deep Neural Network Approach. IEEE Access 13: 12566-12580 (2025) - [j22]Liman Liu, Jinshan Tian, Guansheng Luo, Siyuan Xu, Chen Zhang, Huaifei Hu, Wenbing Tao:
Image depth estimation assisted by multi-view projection. Complex Intell. Syst. 11(1) (2025) - [j21]Ji Qiu, Wenbo Zhang, Siyuan Xu, Huiyu Zhou:
DP-YOLO: A lightweight traffic sign detection model for small object detection. Digit. Signal Process. 165: 105311 (2025) - [j20]Bo Yang, Siyuan Xu, Lirong Yin, Chao Liu, Wenfeng Zheng:
Disparity estimation of stereo-endoscopic images using deep generative network. ICT Express 11(1): 74-79 (2025) - [j19]Qing Lu, Te Zhang, Junxiang Wan, Siyuan Xu:
Research on image encryption algorithm based on logistic chaotic system. Int. J. Comput. Appl. Technol. 77(1/2): 53-62 (2025) - [j18]Donghui Yang, Mingyang Zhang, Yongbo Ni, Siyuan Xu, Kehui Zhu:
A winner effect based approach for multimodal review helpfulness prediction with deep learning algorithm. Knowl. Based Syst. 330: 114545 (2025) - [j17]Zhenyuan Yuan, Siyuan Xu, Minghui Zhu:
All-time safety and sample-efficient meta update for online safe meta reinforcement learning under Markov task transition. Mach. Learn. 114(8): 173 (2025) - [j16]Siyuan Xu, Dong Pan, Zhiwen Chen, Yurong Fang, Xiaoning Qiu, Zhaohui Jiang:
Abnormal Condition Recognition of Blast Furnace Ironmaking Process Based on Time Series - Image Jointly Driven Deep Neural Network. IEEE Trans. Ind. Informatics 21(8): 6198-6209 (2025) - [j15]Siyuan Xu, Donghui Yang:
WLENet: an workload-aware physician recommendation system with patient collective learning. J. Supercomput. 81(17) (2025) - [j14]Siyuan Xu, Peilin Chen, Yue Liu, Meng Wang, Shiqi Wang, Hong Yan, Sam Kwong:
Comprehensive Action Quality Assessment Through Multi-Branch Modeling. IEEE Trans. Multim. 27: 8776-8789 (2025) - [c52]Lin Chen, Ran Chen, Shoubo Hu, Xufeng Yao, Zhentao Tang, Shixiong Kai, Siyuan Xu, Mingxuan Yuan, Jianye Hao, Bei Yu, Jiang Xu:
PCBAgent: An Agent-based Framework for High-Density Printed Circuit Board Placement. ASP-DAC 2025: 781-787 - [c51]Zirui Li, Kanglin Tian, Jianwang Zhai, Zixuan Li, Shixiong Kai, Siyuan Xu, Bei Yu, Kang Zhao:
FTAFP: A Feedthrough-Aware Floorplanner for Hierarchical Design of Large-Scale SoCs. ASP-DAC 2025: 886-892 - [c50]Siyuan Xu, Yucheng Wang, Xihaier Luo, Byung-Jun Yoon, Xiaoning Qian:
Scale-Invariant Implicit Neural Representations For Object Counting. CVPR Workshops 2025: 2308-2318 - [c49]Yunqi Shi, Xi Lin, Siyuan Xu, Shixiong Kai, Ke Xue, Mingxuan Yuan, Chao Qian, Zhi-Hua Zhou:
ReMaP: Macro Placement by Recursively Prototyping and Periphery-Guided Relocating. DAC 2025: 1-7 - [c48]Yunqi Shi, Siyuan Xu, Shixiong Kai, Xi Lin, Ke Xue, Mingxuan Yuan, Chao Qian:
Timing-Driven Global Placement by Efficient Critical Path Extraction. DATE 2025: 1-7 - [c47]Huaisheng Zhu, Siyuan Xu, Hangfan Zhang, Teng Xiao, Zhimeng Guo, Shijie Zhou, Shuyue Hu, Vasant G. Honavar:
Reinforcement Learning for Large Language Models via Group Preference Reward Shaping. EMNLP 2025: 21387-21400 - [c46]Zijie Geng, Jie Wang, Ziyan Liu, Siyuan Xu, Zhentao Tang, Shixiong Kai, Mingxuan Yuan, Jianye Hao, Feng Wu:
LaMPlace: Learning to Optimize Cross-Stage Metrics in Macro Placement. ICLR 2025 - [c45]Siyuan Xu, Minghui Zhu:
Meta-Reinforcement Learning with Adaptation from Human Feedback via Preference-Order-Preserving Task Embedding. ICML 2025 - [c44]Siyuan Xu, Haofei Song, Yingjiao Deng, Jiansheng Wang, Yan Wang, Qingli Li:
Advancing Stain Transfer for Multi-Biomarkers: A Human Annotation-Free Method Based on Auxiliary Task Supervision. IJCAI 2025: 2116-2124 - [c43]Yunbo Hou, Haoran Ye, Shuwen Yang, Yingxue Zhang, Siyuan Xu, Guojie Song:
TransPlace: Transferable Circuit Global Placement via Graph Neural Network. KDD (1) 2025: 484-495 - [c42]Shicheng Liu, Siyuan Xu, Wenjie Qiu, Hangfan Zhang, Minghui Zhu:
Explainable Reinforcement Learning from Human Feedback to Improve Alignment. NeurIPS 2025 - [c41]Huaisheng Zhu, Teng Xiao, Shijie Zhou, Zhimeng Guo, Hangfan Zhang, Siyuan Xu, Vasant G. Honavar:
Simple Distillation for One-Step Diffusion Models. NeurIPS 2025 - [c40]Jin Wang, Siyuan Xu, Yan Xing, Jin Lu, Huimin Hu:
A Pseudo-Increment Prediction Method for GNSS/INS Integrated Navigation Based on Transformer-LSTM During GNSS Outages. VTC2025-Fall 2025: 1-5 - [i23]Yunbo Hou, Haoran Ye, Yingxue Zhang, Siyuan Xu, Guojie Song:
TransPlace: Transferable Circuit Global Placement via Graph Neural Network. CoRR abs/2501.05667 (2025) - [i22]Yunqi Shi, Siyuan Xu, Shixiong Kai, Xi Lin, Ke Xue, Mingxuan Yuan, Chao Qian:
Timing-Driven Global Placement by Efficient Critical Path Extraction. CoRR abs/2503.11674 (2025) - [i21]Yunqi Shi, Chengrui Gao, Wanqi Ren, Siyuan Xu, Ke Xue, Mingxuan Yuan, Chao Qian, Zhi-Hua Zhou:
Open3DBench: Open-Source Benchmark for 3D-IC Backend Implementation and PPA Evaluation. CoRR abs/2503.12946 (2025) - [i20]Zhexuan Xu, Jie Wang, Siyuan Xu, Zijie Geng, Mingxuan Yuan, Feng Wu:
One Step Beyond: Feedthrough & Placement-Aware Rectilinear Floorplanner. CoRR abs/2507.14914 (2025) - [i19]Zhimeng Guo, Huaisheng Zhu, Siyuan Xu, Hangfan Zhang, Teng Xiao, Minhao Cheng:
Optimizing Token Choice for Code Watermarking: A RL Approach. CoRR abs/2508.11925 (2025) - [i18]Zhexuan Xu, Kexin Zhou, Jie Wang, Zijie Geng, Siyuan Xu, Shixiong Kai, Mingxuan Yuan, Feng Wu:
Piano: A Multi-Constraint Pin Assignment-Aware Floorplanner. CoRR abs/2508.13161 (2025) - [i17]Hangfan Zhang, Siyuan Xu, Zhimeng Guo, Huaisheng Zhu, Shicheng Liu, Xinrun Wang, Qiaosheng Zhang, Yang Chen, Peng Ye, Lei Bai, Shuyue Hu:
The Path of Self-Evolving Large Language Models: Achieving Data-Efficient Learning via Intrinsic Feedback. CoRR abs/2510.02752 (2025) - [i16]Huaisheng Zhu, Zhengyu Chen, Shijie Zhou, Zhihui Xie, Yige Yuan, Zhimeng Guo, Siyuan Xu, Hangfan Zhang, Vasant G. Honavar, Teng Xiao:
Simple Denoising Diffusion Language Models. CoRR abs/2510.22926 (2025) - [i15]Ke Xue, Ruo-Tong Chen, Rong-Xi Tan, Xi Lin, Yunqi Shi, Siyuan Xu, Mingxuan Yuan, Chao Qian:
BBOPlace-Bench: Benchmarking Black-Box Optimization for Chip Placement. CoRR abs/2510.23472 (2025) - [i14]Yunqi Shi, Xi Lin, Zhiang Wang, Siyuan Xu, Shixiong Kai, Yao Lai, Chengrui Gao, Ke Xue, Mingxuan Yuan, Chao Qian, Zhi-Hua Zhou:
Re2MaP: Macro Placement by Recursively Prototyping and Packing Tree-based Relocating. CoRR abs/2511.08054 (2025) - [i13]Siyuan Xu, Yibing Liu, Peilin Chen, Yung-Hui Li, Shiqi Wang, Sam Kwong:
When Privacy Meets Recovery: The Overlooked Half of Surrogate-Driven Privacy Preservation for MLLM Editing. CoRR abs/2512.07166 (2025) - [i12]Shicheng Liu, Siyuan Xu, Wenjie Qiu, Hangfan Zhang, Minghui Zhu:
Explainable reinforcement learning from human feedback to improve alignment. CoRR abs/2512.13837 (2025) - [i11]Zhenglong Guo, Yiming Zhao, Feng Jiang, Heng Jin, Zongbao Feng, Jianbin Zhou, Siyuan Xu:
MaP-AVR: A Meta-Action Planner for Agents Leveraging Vision Language Models and Retrieval-Augmented Generation. CoRR abs/2512.19453 (2025) - 2024
- [j13]Zhenyuan Yuan, Siyuan Xu, Minghui Zhu:
Federated reinforcement learning for robot motion planning with zero-shot generalization. Autom. 166: 111709 (2024) - [j12]Siyuan Xu, Zheng Liu, Xun Xu, Yuzheng Guo, Suhuai Wei, Xie Zhang:
PyArc: A python package for computing absorption and radiative coefficients from first principles. Comput. Phys. Commun. 305: 109352 (2024) - [j11]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): 2429-2436 (2024) - [j10]Peng Xu, Siyuan Xu, Tinghuan Chen, Guojin Chen, Tsung-Yi Ho, Bei Yu:
DeepOTF: Learning Equations-constrained Prediction for Electromagnetic Behavior. ACM Trans. Design Autom. Electr. Syst. 29(5): 1-22 (2024) - [c39]Siyuan Xu, Yucheng Wang, Mingzhou Fan, Byung-Jun Yoon, Xiaoning Qian:
Uncertainty-aware Continuous Implicit Neural Representations for Remote Sensing Object Counting. AISTATS 2024: 4105-4113 - [c38]Siyuan Xu, Longhuang Li, Yiyang Du, Huiru Yang, Huaiyu Ye, Huan Hu:
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. A-SSCC 2024: 1-3 - [c37]Siyuan Xu, Liren Yu, Xiaojun Lin:
Robust Low-Overhead Control of DER Reactive Power Under Adversarial Attacks and Uncertainty. ICC 2024: 3097-3103 - [c36]Xingbo Du, Ruizhe Zhong, Shixiong Kai, Zhentao Tang, Siyuan Xu, Jianye Hao, Mingxuan Yuan, Junchi Yan:
JigsawPlanner: Jigsaw-like Floorplanner for Eliminating Whitespace and Overlap among Complex Rectilinear Modules. ICCAD 2024: 18:1-18:9 - [c35]Peng Xu, Su Zheng, Yuyang Ye, Chen Bai, Siyuan Xu, Hao Geng, Tsung-Yi Ho, Bei Yu:
RankTuner: When Design Tool Parameter Tuning Meets Preference Bayesian Optimization. ICCAD 2024: 122:1-122:7 - [c34]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: 1-6 - [c33]Zijie Geng, Jie Wang, Ziyan Liu, Siyuan Xu, Zhentao Tang, Mingxuan Yuan, Jianye Hao, Yongdong Zhang, Feng Wu:
Reinforcement Learning within Tree Search for Fast Macro Placement. ICML 2024: 15402-15417 - [c32]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: 1-5 - [c31]Yunbo Hou, Haoran Ye, Yingxue Zhang, Siyuan Xu, Guojie Song:
RoutePlacer: An End-to-End Routability-Aware Placer with Graph Neural Network. KDD 2024: 1085-1095 - [c30]Siyuan Xu, Guannan Li, Haofei Song, Jiansheng Wang, Yan Wang, Qingli Li:
GeNSeg-Net: A General Segmentation Framework for Any Nucleus in Immunohistochemistry Images. ACM Multimedia 2024: 4475-4484 - [c29]Siyuan Xu, Peilin Chen, Yue Liu, Meng Wang, Shiqi Wang, Sam Kwong:
Reveal Fluidity Behind Frames: A Multi-Modality Framework for Action Quality Assessment. MMSP 2024: 1-6 - [c28]Ke Xue, Ruo-Tong Chen, Xi Lin, Yunqi Shi, Shixiong Kai, Siyuan Xu, Chao Qian:
Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer. NeurIPS 2024 - [c27]Siyuan Xu, Minghui Zhu:
Meta-Reinforcement Learning with Universal Policy Adaptation: Provable Near-Optimality under All-task Optimum Comparator. NeurIPS 2024 - [c26]Ruizhe Zhong, Xingbo Du, Shixiong Kai, Zhentao Tang, Siyuan Xu, Jianye Hao, Mingxuan Yuan, Junchi Yan:
FlexPlanner: Flexible 3D Floorplanning via Deep Reinforcement Learning in Hybrid Action Space with Multi-Modality Representation. NeurIPS 2024 - [i10]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 abs/2401.12224 (2024) - [i9]Ke Xue, Xi Lin, Yunqi Shi, Shixiong Kai, Siyuan Xu, Chao Qian:
Escaping Local Optima in Global Placement. CoRR abs/2402.18311 (2024) - [i8]Zhenyuan Yuan, Siyuan Xu, Minghui Zhu:
Federated reinforcement learning for robot motion planning with zero-shot generalization. CoRR abs/2403.13245 (2024) - [i7]Yunbo Hou, Haoran Ye, Yingxue Zhang, Siyuan Xu, Guojie Song:
RoutePlacer: An End-to-End Routability-Aware Placer with Graph Neural Network. CoRR abs/2406.02651 (2024) - [i6]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 abs/2407.15026 (2024) - [i5]Tao Lu, Muzhe Wu, Xinyi Lu, Siyuan Xu, Shuyu Zhan, Anuj Tambwekar, Emily Mower Provost:
Why Antiwork: A RoBERTa-Based System for Work-Related Stress Identification and Leading Factor Analysis. CoRR abs/2408.13473 (2024) - [i4]Yujie Wu, Siyuan Xu, Jibin Wu, Lei Deng, Mingkun Xu, Qinghao Wen, Guoqi Li:
Distance-Forward Learning: Enhancing the Forward-Forward Algorithm Towards High-Performance On-Chip Learning. CoRR abs/2408.14925 (2024) - [i3]Siyuan Xu, Minghui Zhu:
Meta-Reinforcement Learning with Universal Policy Adaptation: Provable Near-Optimality under All-task Optimum Comparator. CoRR abs/2410.09728 (2024) - [i2]Ke Xue, Ruo-Tong Chen, Xi Lin, Yunqi Shi, Shixiong Kai, Siyuan Xu, Chao Qian:
Reinforcement Learning Policy as Macro Regulator Rather than Macro Placer. CoRR abs/2412.07167 (2024) - 2023
- [j9]Siyuan Xu, Qingshan Xu, Wanjuan Su, Wenbing Tao:
Edge-Aware Spatial Propagation Network for Multi-view Depth Estimation. Neural Process. Lett. 55(8): 10905-10923 (2023) - [j8]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): 6421-6433 (2023) - [c25]Siyuan Xu, Minghui Zhu:
Efficient Gradient Approximation Method for Constrained Bilevel Optimization. AAAI 2023: 12509-12517 - [c24]Zhenyuan Yuan, Siyuan Xu, Minghui Zhu:
Federated reinforcement learning for generalizable motion planning. ACC 2023: 78-83 - [c23]Siyuan Xu, Jing Wu, Chengnian Long, Lin Wang, Shaoyuan Li:
Multi-Stage Path Planning for Unmanned Surface Vessels Recovery. ACC 2023: 4605-4610 - [c22]Siyuan Xu, Guannan Li, Mingxue Gu, Qingli Li:
Deep Adversarial Network Based Stain Unmixing for Brightfield Multiplex Immunohistochemistry Images. BIBM 2023: 2314-2319 - [c21]Kouhong Xiong, Siyuan Xu, Enwei Shen, Zhengyan Ding, Rui Zhao:
Radiation Safety in Nuclear Power Plants: ResNet-Based Glove Image Classification. CISP-BMEI 2023: 1-5 - [c20]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: 6510-6519 - [c19]Siyuan Xu, Minghui Zhu:
Online Constrained Meta-Learning: Provable Guarantees for Generalization. NeurIPS 2023 - [i1]Siyuan Xu, Minghui Zhu:
Efficient Gradient Approximation Method for Constrained Bilevel Optimization. CoRR abs/2302.01970 (2023) - 2022
- [j7]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): 4471 (2022) - [j6]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: 5828-5840 (2022) - [c18]Siyuan Xu, Liren Yu, Xiaojun Lin, Jin Dong, Yaosuo Xue:
Online distributed price-based control of DR resources with competitive guarantees. e-Energy 2022: 17-33 - [c17]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: 1862-1867 - [c16]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: 1796-1799 - [c15]Siyuan Xu, Minghui Zhu:
Meta Value Learning for Fast Policy-Centric Optimal Motion Planning. Robotics: Science and Systems 2022 - [c14]Siyuan Xu, Zhengran He, Wenjuan Shi, Yu Wang, Tomoaki Ohtsuki, Guan Gui:
Cross-Person Activity Recognition Method Using Snapshot Ensemble Learning. VTC Fall 2022: 1-5 - 2021
- [c13]Xu Zhang, Zhenyuan Yuan, Siyuan Xu, Yang Lu, Minghui Zhu:
Secure perception-driven control of mobile robots using chaotic encryption. ACC 2021: 2575-2580 - 2020
- [c12]Siyuan Xu, Benjamin Carrión Schäfer:
On the Design of High Performance HW Accelerator through High-level Synthesis Scheduling Approximations. DATE 2020: 1378-1383
2010 – 2019
- 2019
- [j5]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: 169-179 (2019) - [j4]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): 132:1-132:25 (2019) - [j3]Siyuan Xu, Benjamin Carrión Schäfer:
Toward Self-Tunable Approximate Computing. IEEE Trans. Very Large Scale Integr. Syst. 27(4): 778-789 (2019) - [c11]Siyuan Xu, Benjamin Carrión Schäfer:
Approximating Behavioral HW Accelerators through Selective Partial Extractions onto Synthesizable Predictive Models. ICCAD 2019: 1-8 - [c10]Siyuan Xu, Benjamin Carrión Schäfer:
Low Power Design of Runtime Reconfigurable FPGAs through Contexts Approximations. ICCD 2019: 524-531 - 2018
- [c9]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: 484-495 - [c8]Siyuan Xu, Benjamin Carrión Schäfer:
Autonomous Temperature Management through Selective Control of Exact-Approximate Tiles. ICCD 2018: 346-349 - [c7]Siyuan Xu, Benjamin Carrión Schäfer:
DEEP: Dedicated Energy-Efficient Approximation for Dynamically Reconfigurable Architectures. ICCD 2018: 587-594 - [c6]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: 82-87 - 2017
- [j2]Siyuan Xu, Han Zhuang, Xin Fu, Junlong Zhou, Mingsong Chen:
GPU-Based Fluid Motion Estimation Using Energy Constraint. J. Circuits Syst. Comput. 26(2): 1750022:1-1750022:20 (2017) - [j1]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): 3077-3088 (2017) - [c5]Siyuan Xu, Benjamin Carrión Schäfer:
Approximate Reconfigurable Hardware Accelerator: Adapting the Micro-Architecture to Dynamic Workloads. ICCD 2017: 113-120 - [c4]Siyuan Xu, Benjamin Carrión Schäfer, Yidi Liu:
Configurable SoC In-Situ Hardware/Software Co-Design Design Space Exploration. ICCD 2017: 509-512 - [c3]Siyuan Xu, Jianqi Chen, Benjamin Carrión Schäfer:
HW/SW co-design experimental framework using configurable SoCs. ReConFig 2017: 1-6 - 2016
- [c2]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: 274-285 - 2013
- [c1]Qingjia Huang, Sen Su, Siyuan Xu, Jian Li, Peng Xu, Kai Shuang:
Migration-Based Elastic Consolidation Scheduling in Cloud Data Center. ICDCS Workshops 2013: 93-97
Coauthor Index
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