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Xiaoliang Chen
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2020 – today
- 2025
- [j14]Xiaokang Chen, Xiaoliang Chen, Zuqing Zhu:
Interpretable optical network fault detection and localization with multi-task graph prototype learning. J. Opt. Commun. Netw. 17(9): 73- (2025) - [c47]Xiaojian Tian, Xiaoliang Chen, Xixuan Zhou, Zuqing Zhu:
On the Scaling of Reliable Interplanetary Networks With Deep Reinforcement Learning: (Invited Paper). DRCN 2025: 1-8 - [c46]Zichen Xu, Xiaoliang Chen, Zuqing Zhu:
INT-Assisted Adaptive Packet Scheduling in PDP Switches for End-to-End Latency Control. INFOCOM 2025: 1-10 - [c45]Tingyu Li, Zhen Wei, Xiaoliang Chen, Zuqing Zhu:
MrgRecmp4: Efficient Stateful SFC Recompilation in PDP Switches with Flexible Table Merging. INFOCOM 2025: 1-10 - [c44]Xiaoliang Chen, Wenbang Zheng, Shuoning Zhang, Xiaoyan Dong, Ke Meng, Zuqing Zhu:
DRL-TPE: Learning to Optimize TPE of Optical Interconnects to Accelerate Hitless Reconfiguration of OCS-based DCNs. OFC 2025: 1-3 - [c43]Meihan Wu, Xiaoliang Chen, Francesco Musumeci, Ruoxing Li, Yuxiao Zhang, Qian Lv, Zuqing Zhu:
On the Synergy between Flexible Ethernet and Point-to-multipoint Optical Networks. OFC 2025: 1-3 - [c42]Weichi Wu, Xiaoliang Chen, Zhihuang Ma, Xuexia Xie, Ke Meng, Weiguang Wang, Zuqing Zhu:
Accelerating Collective Communications with Mutual Benefits of Optical Rackless DC and In-Network Computing. OFC 2025: 1-3 - [c41]Xuexia Xie, Binjun Tang, Xiaoliang Chen, Zuqing Zhu:
Accelerating DML Training in OCS-Based DCNs: (Invited Paper). ONDM 2025: 1-4 - [i7]Xiaoliang Chen, Xin Yu, Le Chang, Yunhe Huang, Jiashuai He, Shibo Zhang, Jin Li, Likai Lin, Ziyu Zeng, Xianling Tu, Shuyu Zhang:
A Synergistic Framework of Nonlinear Acoustic Computing and Reinforcement Learning for Real-World Human-Robot Interaction. CoRR abs/2505.01998 (2025) - [i6]Xiaoliang Chen, Le Chang, Xin Yu, Yunhe Huang, Xianling Tu:
A Survey on World Models Grounded in Acoustic Physical Information. CoRR abs/2506.13833 (2025) - [i5]Xiaoliang Chen, Xin Yu, Le Chang, Teng Jing, Jiashuai He, Ze Wang, Yangjun Luo, Xingyu Chen, Jiayue Liang, Yuchen Wang, Jiaying Xie:
The Sound of Risk: A Multimodal Physics-Informed Acoustic Model for Forecasting Market Volatility and Enhancing Market Interpretability. CoRR abs/2508.18653 (2025) - 2024
- [j13]Hailey Shakespear-Miles, Q. Lin, Sima Barzegar
, Marc Ruiz
Centralized and distributed approaches to control optical point-to-multipoint systems near-real-time. J. Opt. Commun. Netw. 16(5): 565-576 (2024) - [c40]Zhenlin Ouyang, Xiaokang Chen, Zhengyong Liu, Xiaoliang Chen, Zuqing Zhu:
Overview of ML-aided QoT Estimation in Optical Networks: A Perspective of Model Generalization. ICCT 2024: 130-136 - [c39]Hanyu Gao, Xiaokang Chen, Wenbang Zheng, Aoxue Wang, Jingshun Pan, Xiaoliang Chen, Zhaohui Li:
Experimental Demonstration of Automated ML Service Provisioning for VNT Configuration in SDM Networks. OFC 2024: 1-3 - [c38]Qunzhi Lin, Xiaokang Chen, Zhenlin Ouyang, Hanyu Gao, Xiaoliang Chen, Zhaohui Li:
Scaling Optical Network Fault Management with Decentralized Graph Learning. OFC 2024: 1-3 - 2023
- [j12]Sixia Zhao, Guangchao Qu, Mengnan Liu, Xiaoliang Chen, Zhi Gao, Liyou Xu:
Research on Tractor Active Seat Suspension Based on Model Predictive Control. IEEE Access 11: 117078-117093 (2023) - [j11]Tianyu Yang, Shuang Liu, Rui Zuo, Hongwei Liang, Lu Xu, Zhengjie Wang, Xiaoliang Chen, Hua Pang:
Prognostic role of pretreatment 18F-FDG PET/CT and hematological parameters in relapsed/refractory Hodgkin lymphoma patients treated with immune checkpoint inhibitors and chemotherapy: a dual-center cohort study. BMC Medical Imaging 23(1): 12 (2023) - [j10]Haoran Geng
QPA: A Quantization-Aware Piecewise Polynomial Approximation Methodology for Hardware-Efficient Implementations. IEEE Trans. Very Large Scale Integr. Syst. 31(7): 931-944 (2023) - [c37]Hanyu Gao, Xiaoliang Chen, Lu Sun, Zhaohui Li:
CompQoTE: Generalizing QoT Estimation with Composable ML and End-to-End Learning. OFC 2023: 1-3 - [c36]Hanyu Gao
Demonstration of Composable-ML-assisted Autonomous Lightpath Configuration over a Field-deployed SDM Network with 7-Core Fibers. OFC 2023: 1-3 - [c35]Qian Wang, Hailey Shakespear-Miles, Xiaoliang Chen, Marc Ruiz, Zhaohui Li, Luis Velasco:
On Real-time Optical Subcarrier Management in P2MP Networks with Mixed-strategy Gaming. OFC 2023: 1-3 - [c34]Wenbang Zheng, Xiaoliang Chen, Zhaohui Li:
Fast and Nondisruptive Reconfiguration Design for Optical Datacom Networks. PSC 2023: 1-3 - [c33]Hanyu Gao, Liang Zhang, Bin Zhang, Xiaoliang Chen, Zhaohui Li:
On the Generalization of Machine-Learning-aided QoT Estimation in Optical Networks. WOCC 2023: 1-4 - [i4]Xiaoliang Chen, Liangbin Li, Le Chang, Yunhe Huang, Yuxuan Zhao, Yuxiao Zhang, Dinuo Li:
Challenges and Contributing Factors in the Utilization of Large Language Models (LLMs). CoRR abs/2310.13343 (2023) - 2022
- [j9]Xiaoliang Chen, Che-Yu Liu, Roberto Proietti, Zhaohui Li, S. J. Ben Yoo:
Automating Optical Network Fault Management with Machine Learning. IEEE Commun. Mag. 60(12): 88-94 (2022) - [j8]Che-Yu Liu, Xiaoliang Chen, Zhaohui Li, Roberto Proietti
SL-Hyper-FleX: a cognitive and flexible-bandwidth optical datacom network by self-supervised learning [Invited]. JOCN 14(2): A113-A121 (2022) - [j7]Zhuang Shao
Memory-Efficient CNN Accelerator Based on Interlayer Feature Map Compression. IEEE Trans. Circuits Syst. I Regul. Pap. 69(2): 668-681 (2022) - [j6]Guifang Liu, Xiaoliang Chen, Xiangming Li, Chunhui Wang, Hongmiao Tian, Xiaoming Chen, Bangbang Nie, Jinyou Shao
Flexible, Equipment-Wearable Piezoelectric Sensor With Piezoelectricity Calibration Enabled by In-Situ Temperature Self-Sensing. IEEE Trans. Ind. Electron. 69(6): 6381-6390 (2022) - [j5]Yichuan Bai
An Efficient High-Throughput Structured-Light Depth Engine. IEEE Trans. Very Large Scale Integr. Syst. 30(8): 1047-1058 (2022) - [c32]Fangling Jiang, Yunfan Liu, Bing Liu, Xiaoliang Chen, Qi Li:
A Survey of Domain Generalization-Based Face Anti-spoofing. CCBR 2022: 127-137 - [c31]Qiuling Yang, Xiaoliang Chen, Zhaofeng He, Le Chang:
Survey on Deep Learning Based Fusion Recognition of Multimodal Biometrics. CCBR 2022: 511-518 - [c30]Chenjia Xie, Zhuang Shao, Hang Xu, Xiaoliang Chen, Li Du, Yuan Du, Zhongfeng Wang:
Deep Neural Network Interlayer Feature Map Compression Based on Least-Squares Fitting. ISCAS 2022: 3398-3402 - [c29]Xiaoliang Chen, Che-Yu Liu, Roberto Proietti, Shaoyi Chen, Zhaohui Li, S. J. Ben Yoo:
When Task Scheduling Meets Flexible-bandwidth Optical Interconnects: A Cross-layer Resource Orchestration Design. OFC 2022: 1-3 - 2021
- [j4]Sixia Zhao
Combine Assembly Quality Detection Based on Multi-Entropy Data Fusion and Optimized LSSVM. IEEE Access 9: 63188-63198 (2021) - [c28]Junhan Zhu, Xiaoliang Chen, Li Du, Haoran Geng, Yichuan Bai, Yuandong Li, Yuan Du, Zhongfeng Wang:
Flexible-width Bit-level Compressor for Convolutional Neural Network. AICAS 2021: 1-4 - [c27]Zhiyan Liu, Roberto Proietti, Xiaoliang Chen, S. J. Ben Yoo:
Performance Studies of 3D-Hyper-FleX-LION for HPC Applications. OFC 2021: 1-3 - [c26]Roberto Proietti, Che-Yu Liu, Xiaoliang Chen, S. J. Ben Yoo:
Machine-Learning-Aided Bandwidth and Topology Reconfiguration for Optical Data Center Networks. OFC 2021: 1-3 - [c25]Roberto Proietti, Zhiyan Liu, Xian Xiao, Xiaoliang Chen, S. J. Ben Yoo:
Energy-efficient and Scalable Data Centers with Flexible Bandwidth SiPh All-to-All Fabrics. OFC 2021: 1-3 - [c24]Che-Yu Liu, Xiaoliang Chen, Roberto Proietti
Reconfigurable Optical Datacom Networks by Self-supervised Learning. OptSys@SIGCOMM 2021: 23-27 - [i3]Zhuang Shao, Xiaoliang Chen, Li Du, Lei Chen, Yuan Du, Wei Zhuang, Huadong Wei, Chenjia Xie, Zhongfeng Wang:
Memory-Efficient CNN Accelerator Based on Interlayer Feature Map Compression. CoRR abs/2110.06155 (2021) - 2020
- [b1]Xiaoliang Chen:
Approximate and Bit-width Configurable Arithmetic Logic Unit Design for Deep Learning Accelerator. University of California, Irvine, USA, 2020 - [c23]Xiaoliang Chen, Roberto Proietti, Che-Yu Liu, Zuqing Zhu, S. J. Ben Yoo:
Exploiting Multi-Task Learning to Achieve Effective Transfer Deep Reinforcement Learning in Elastic Optical Networks. OFC 2020: 1-3 - [c22]Che-Yu Liu, Xiaoliang Chen, Roberto Proietti, S. J. Ben Yoo:
Evol-TL: Evolutionary Transfer Learning for QoT Estimation in Multi-Domain Networks. OFC 2020: 1-3 - [c21]Xiaoliang Chen, Roberto Proietti
Towards Self-Driving Optical Networking with Reinforcement Learning and Knowledge Transferring. ONDM 2020: 1-3 - [c20]Yuchen Mei, Li Du, Xuewen He
A Reconfigurable Permutation Based Address Encryption Architecture for Memory Security. SoCC 2020: 7-12 - [i2]Baiyang Chen, Xiaoliang Chen:
MAUIL: Multi-level Attribute Embedding for Semi-supervised User Identity Linkage. CoRR abs/2012.00936 (2020)
2010 – 2019
- 2019
- [j3]Xiaoliang Chen, Roberto Proietti
Building Autonomic Elastic Optical Networks with Deep Reinforcement Learning. IEEE Commun. Mag. 57(10): 20-26 (2019) - [j2]Chen Guo
An Ultra-Wideband Measurement Method for the Dielectric Property of Rocks. IEEE Geosci. Remote. Sens. Lett. 16(6): 874-878 (2019) - [c19]Xiaoliang Chen, Baojia Li, Roberto Proietti, Zuqing Zhu, S. J. Ben Yoo:
Multi-Agent Deep Reinforcement Learning in Cognitive Inter-Domain Networking with Multi-Broker Orchestration. OFC 2019: 1-3 - [i1]Xiaoliang Chen, Baojia Li, Roberto Proietti, Hongbo Lu, Zuqing Zhu, S. J. Ben Yoo:
DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optical Networks. CoRR abs/1905.02248 (2019) - 2018
- [j1]Xiaoliang Chen, Roberto Proietti
Knowledge-Based Autonomous Service Provisioning in Multi-Domain Elastic Optical Networks. IEEE Commun. Mag. 56(8): 152-158 (2018) - [c18]Xiaoliang Chen, B. Li, Mohammadsadegh Shamsabardeh, Roberto Proietti
On Real-Time and Self-Taught Anomaly Detection in Optical Networks Using Hybrid Unsupervised/Supervised Learning. ECOC 2018: 1-3 - [c17]Xiaoliang Chen, Jiannan Guo, Zuqing Zhu, Roberto Proietti, Alberto Castro, S. J. Ben Yoo:
Deep-RMSA: A Deep-Reinforcement-Learning Routing, Modulation and Spectrum Assignment Agent for Elastic Optical Networks. OFC 2018: 1-3 - [c16]Gengchen Liu, Kaiqi Zhang, Xiaoliang Chen, Hongbo Lu, Jiannan Guo, Jie Yin, Roberto Proietti, Zuqing Zhu, S. J. Ben Yoo:
The First Testbed Demonstration of Cognitive End-to-End Optical Service Provisioning with Hierarchical Learning across Multiple Autonomous Systems. OFC 2018: 1-3 - [c15]Roberto Proietti, Xiaoliang Chen, Alberto Castro, Gengchen Liu, Hongbo Lu, Kaiqi Zhang, Jiannan Guo, Zuqing Zhu, Luis Velasco, S. J. Ben Yoo:
Experimental Demonstration of Cognitive Provisioning and Alien Wavelength Monitoring in Multi-domain EON. OFC 2018: 1-3 - 2017
- [c14]Xiaoliang Chen, Jialiang Guo, Zuqing Zhu, Alberto Castro, Roberto Proietti
Leveraging Deep Learning to Achieve Knowledge-based Autonomous Service Provisioning in Broker-based Multi-Domain SD-EONs with Proactive and Intelligent Predictions of Multi-Domain Traffic. ECOC 2017: 1-3 - [c13]Xiaoliang Chen, Ahmed M. Eltawil
Low Latency Approximate Adder for Highly Correlated Input Streams. ICCD 2017: 121-124 - [c12]Xiaoliang Chen, Lu Sun, Zuqing Zhu, Hongbo Lu, S. J. Ben Yoo:
On efficient incentive-driven VNF service chain provisioning with mixed-strategy gaming in broker-based EO-IDCNs. OFC 2017: 1-3 - 2016
- [c11]Alberto Castro, Alba P. Vela, Lluis Gifre, Roberto Proietti, Cen Chen, Jie Yin, Xiaoliang Chen, Zheng Cao, Zuqing Zhu, Vaibhawa Mishra, Luis Velasco, S. J. Ben Yoo:
Experimental demonstration of heterogeneous cross stratum broker for scientific applications. OFC 2016: 1-3 - [c10]Lu Sun, Shilin Zhu, Xiaoliang Chen, Zuqing Zhu, Alberto Castro, S. J. Ben Yoo:
Broker-based multi-task gaming to facilitate profit-driven network orchestration in multi-domain SD-EONs. OFC 2016: 1-3 - [c9]Shilin Zhu, Siyao Meng, Qinkun Bao, Xiaoliang Chen, Zuqing Zhu:
Availability-aware service provisioning in EONs: How efficient will FIPP-p-cycles be? OFC 2016: 1-3 - 2015
- [c8]Lei Liu, Zuqing Zhu, Xiong Wang, Guanghua Song, Cen Chen, Xiaoliang Chen, Shoujiang Ma, Xiaotao Feng, Roberto Proietti
Field trial of broker-based multi-domain software-defined heterogeneous wireline-wireless-optical networks. OFC 2015: 1-3 - 2013
- [c7]Xiaoliang Chen, Fan Ji, Zuqing Zhu:
Energy-efficient protection designs for translucent optical networks using mixed regenerator placement. OFC/NFOEC 2013: 1-3 - 2011
- [c6]Shuai Mu, Chenxi Wang, Ming Liu, Dongdong Li, Maohua Zhu, Xiaoliang Chen, Xiang Xie, Yangdong Deng:
Evaluating the potential of graphics processors for high performance embedded computing. DATE 2011: 709-714
2000 – 2009
- 2009
- [c5]Xiaoliang Chen, Kin Keung Lai
A Statistical Neural Network Approach for Value-at-Risk Analysis. CSO (2) 2009: 17-21 - [c4]Shun-hong Lin, Xiaoliang Chen, Xincai Zhu, You-qing Ding, Ke Wang:
Prediction of Heat Value of Chongqing Municipal Solid Waste Using Artificial Neural Networks. ICFIE 2009: 1519-1528 - [c3]Guohua Xu, Kun Yu, Xiaoliang Chen:
A Study on the Key Technology of Autonomous Underwater Vehicle-AUV's Self Rescue Beaconing System. ICIRA 2009: 1138-1145 - [c2]Weiping Chen, Xiaoliang Chen, Guoguang Zheng, Xiaowei Liu, Haifeng Zhang:
Analysis of the self-test characteristics of a micromachined accelerometer. NEMS 2009: 396-399 - 2008
- [c1]Xiaoliang Chen, Kin Keung Lai
A Business Intelligent Model for Market Risk Measurement. ICNC (7) 2008: 3-7
Coauthor Index
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