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ORCIDXiang Chen 0010
Person information
- affiliation: George Mason University, Department of Electrical and Computer Engineering, Fairfax, VA, USA
- affiliation (former): University of Pittsburgh, Electrical and Computer Engineering Department, PA, USA
Other persons with the same name
- Xiang Chen — disambiguation page
- Xiang Chen 0001
![[0000-0002-6955-8729]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-6955-8729")
— Zhejiang University, State Key Lab of CAD&CG, China - Xiang Chen 0002 — Arkansas Tech University, Russellville, AR, USA (and 1 more)
- Xiang Chen 0003 — Tupl Inc., Bellevue, WA, USA (and 3 more)
- Xiang Chen 0004 — University of British Columbia, Vancouver, Canada (and 1 more)
- Xiang Chen 0005 — Nantong University, School of Computer Science and Technology, China (and 1 more)
- Xiang Chen 0006 — Tsinghua University, School of Software, Beijing, China
- Xiang Chen 0007 — Sun Yat-sen University, School of Electronics and Information Technology, Guangzhou, China (and 2 more)
- Xiang Chen 0008 — Sichuan University, College of Electronics and Information Engineering, Chengdu, China
- Xiang Chen 0009 — Xidian University, State Key Laboratory of Integrated Services Network, Xi'an, China
- Xiang Chen 0011 — University of Windsor, Department of Electrical and Computer Engineering, Windsor, Canada (and 1 more)
- Xiang Chen 0012 — Motorola Labs, USA (and 1 more)
- Xiang Chen 0013 — State Key Laboratory of Complex Electromagnetic Environment Effects on Electronics and Information System, Luoyang, China
- Xiang Chen 0014 — Jiangnan University, School of Design, Wuxi, China
- Xiang Chen 0015 — Nanjing University of Science and Technology, China (and 1 more)
- Xiang Chen 0016 — Zhejiang University, Hangzhou, China (and 1 more)
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2020 – today
- 2024
[j25]Hongyan Liu, Xi Sun, Xiang Chen, Qun Huang, Dong Zhang, Haifeng Zhou, Chunming Wu, Xuan Liu, Muhammad Khurram Khan:
Terra: Low-latency and reliable event collection in network measurement. J. Netw. Comput. Appl. 228: 103904 (2024)- [j24]Zhenqing Qu, Xiang Ling, Ting Wang, Xiang Chen, Shouling Ji, Chunming Wu:
AdvSQLi: Generating Adversarial SQL Injections Against Real-World WAF-as-a-Service. IEEE Trans. Inf. Forensics Secur. 19: 2623-2638 (2024) - [j23]Xiang Chen, Hongyan Liu, Qun Huang, Yudong Zhang, Haifeng Zhou, Chunming Wu, Xuan Liu:
Toward Scalable and Low-Cost Traffic Testing for Evaluating DDoS Defense Solutions. IEEE/ACM Trans. Netw. 32(1): 191-206 (2024) - [c87]Chenhui Xu, Fuxun Yu, Zirui Xu, Chenchen Liu, Jinjun Xiong, Xiang Chen:
QuadraNet: Improving High-Order Neural Interaction Efficiency with Hardware-Aware Quadratic Neural Networks. ASPDAC 2024: 19-25 - [c86]Qingxiu Liu, Qun Huang, Xiang Chen, Sa Wang, Wenhao Wang, Shujie Han, Patrick P. C. Lee:
PP-Stream: Toward High-Performance Privacy-Preserving Neural Network Inference via Distributed Stream Processing. ICDE 2024: 1492-1505 - [c85]Chenhui Xu, Fuxun Yu, Zirui Xu, Nathan Inkawhich, Xiang Chen:
Out-of-Distribution Detection via Deep Multi-Comprehension Ensemble. ICML 2024 - [c84]Xiang Chen, Xi Sun, Wenbin Zhang, Xin Yao, Zizheng Wang, Hongyan Liu, Qun Huang, Gaoning Pan, Xuan Liu, Haifeng Zhou, Chunming Wu:
Accelerating Sketch-based End-Host Traffic Measurement with Automatic DPU Offloading. INFOCOM 2024: 171-180 - [c83]Xiang Chen, Qingjiang Xiao, Hongyan Liu, Qun Huang, Dong Zhang, Xuan Liu, Longbing Hu, Haifeng Zhou, Chunming Wu, Kui Ren:
Eagle: Toward Scalable and Near-Optimal Network-Wide Sketch Deployment in Network Measurement. SIGCOMM 2024: 291-310 - [i42]Zhenqing Qu, Xiang Ling, Ting Wang, Xiang Chen, Shouling Ji, Chunming Wu:
AdvSQLi: Generating Adversarial SQL Injections against Real-world WAF-as-a-service. CoRR abs/2401.02615 (2024) - [i41]Chenhui Xu, Fuxun Yu, Zirui Xu, Nathan Inkawhich, Xiang Chen:
Out-of-Distribution Detection via Deep Multi-Comprehension Ensemble. CoRR abs/2403.16260 (2024) - [i40]Chenhui Xu, Xinyao Wang, Fuxun Yu, Jinjun Xiong, Xiang Chen:
QuadraNet V2: Efficient and Sustainable Training of High-Order Neural Networks with Quadratic Adaptation. CoRR abs/2405.03192 (2024) - [i39]Chenhui Xu, Fuxun Yu, Maoliang Li, Zihao Zheng, Zirui Xu, Jinjun Xiong, Xiang Chen:
Infinite-Dimensional Feature Interaction. CoRR abs/2405.13972 (2024) - 2023
- [j22]Zhenting Luan, Zhenyu Ming, Yuchi Wu, Wei Han, Xiang Chen, Bo Bai, Liping Zhang:
Hankel tensor-based model and $$L_1$$-Tucker decomposition-based frequency recovery method for harmonic retrieval problem. Comput. Appl. Math. 42(1) (2023) - [j21]Xiang Ling, Lingfei Wu, Jiangyu Zhang, Zhenqing Qu, Wei Deng, Xiang Chen, Yaguan Qian, Chunming Wu, Shouling Ji, Tianyue Luo, Jingzheng Wu, Yanjun Wu:
Adversarial attacks against Windows PE malware detection: A survey of the state-of-the-art. Comput. Secur. 128: 103134 (2023) - [j20]Xiang Chen, Chunming Wu, Xuan Liu, Qun Huang, Dong Zhang, Haifeng Zhou, Qiang Yang, Muhammad Khurram Khan:
Empowering Network Security With Programmable Switches: A Comprehensive Survey. IEEE Commun. Surv. Tutorials 25(3): 1653-1704 (2023) - [j19]Xiang Chen, Hongyan Liu, Dong Zhang, Qun Huang, Haifeng Zhou, Chunming Wu, Qiang Yang:
Empowering DDoS Attack Mitigation with Programmable Switches. IEEE Netw. 37(3): 112-117 (2023) - [j18]Xiang Chen, Hongyan Liu, Dong Zhang, Zili Meng, Qun Huang, Haifeng Zhou, Chunming Wu, Xuan Liu, Qiang Yang:
Automatic Performance-Optimal Offloading of Network Functions on Programmable Switches. IEEE Trans. Cloud Comput. 11(2): 1591-1607 (2023) - [j17]Zirui Xu, Fuxun Yu, Chenchen Liu, Xiang Chen:
LanCeX: A Versatile and Lightweight Defense Method against Condensed Adversarial Attacks in Image and Audio Recognition. ACM Trans. Embed. Comput. Syst. 22(1): 14:1-14:24 (2023) - [j16]Xiang Chen, Hongyan Liu, Qun Huang, Dong Zhang, Haifeng Zhou, Chunming Wu, Xuan Liu, Muhammad Khurram Khan:
Stalker Attacks: Imperceptibly Dropping Sketch Measurement Accuracy on Programmable Switches. IEEE Trans. Inf. Forensics Secur. 18: 5832-5847 (2023) - [j15]Dezhang Kong, Yi Shen, Xiang Chen, Qiumei Cheng, Hongyan Liu, Dong Zhang, Xuan Liu, Shuangxi Chen, Chunming Wu:
Combination Attacks and Defenses on SDN Topology Discovery. IEEE/ACM Trans. Netw. 31(2): 904-919 (2023) - [j14]Xiang Chen, Hongyan Liu, Qun Huang, Dong Zhang, Haifeng Zhou, Chunming Wu, Xuan Liu, Qiang Yang:
Toward Low-Latency and Accurate State Synchronization for Programmable Networks. IEEE/ACM Trans. Netw. 31(3): 1400-1415 (2023) - [j13]Xiang Chen, Hongyan Liu, Dong Zhang, Qun Huang, Haifeng Zhou, Chunming Wu, Qiang Yang:
Eliminating Control Plane Overload via Measurement Task Placement. IEEE/ACM Trans. Netw. 31(4): 1717-1731 (2023) - [c82]Guoqiang Sun, Yibin Shen, Sijin Zhou, Xiang Chen, Hongyan Liu, Chunming Wu, Chenyi Lei, Xianhui Wei, Fei Fang:
Self-Supervised Interest Transfer Network via Prototypical Contrastive Learning for Recommendation. AAAI 2023: 4614-4622 - [c81]Boyang Zhou, Zhen Zhu, Yinghui Nie, Xiang Chen, Bingjing Yan, Qiang Yang, Chunming Wu:
Fast Proactive Re-Route with Detours on Joint Paths in Named-Data Networks for Communications of Smart Electric Power Transmission Grids. COMSNETS 2023: 640-648 - [c80]Yongbo Yu, Fuxun Yu, Xiang Sheng, Chenchen Liu, Xiang Chen:
EagleRec: Edge-Scale Recommendation System Acceleration with Inter-Stage Parallelism Optimization on GPUs. DAC 2023: 1-6 - [c79]Tingxin Sun, Jiayi Cai, Kaiwei Guo, Dong Zhang, Xiang Chen, Chunming Wu:
Aigis: Full-Coverage And Low-Overhead Mitigating Against Amplified Reflection DDoS Attacks. GLOBECOM 2023: 1711-1716 - [c78]Xinyue Jiang, Hongyan Liu, Xiang Chen, Qingjiang Xiao, Kaiwei Guo, Dong Zhang, Haifeng Zhou, Chunming Wu:
Halia: Toward Full-Coverage Network Function Offloading in the Data Plane. ICC 2023: 340-345 - [c77]Longlong Zhu, Jiashuo Yu, Long Huang, Linying Zheng, Jinfeng Pan, Zhengyan Zhou, Hanze Chen, Dong Zhang, Xiang Chen, Chunming Wu:
MiCuts: Combing Bit-Based Cutting and Splitting for Efficient Packet Classification. ICC 2023: 2345-2350 - [c76]Jianyi Zhang, Ang Li, Minxue Tang, Jingwei Sun, Xiang Chen, Fan Zhang, Changyou Chen, Yiran Chen, Hai Li:
Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction. ICML 2023: 41354-41381 - [c75]Xiang Chen, Hongyan Liu, Tingxin Sun, Qun Huang, Dong Zhang, Xuan Liu, Boyang Zhou, Haifeng Zhou, Chunming Wu:
Excalibur: A Scalable and Low-Cost Traffic Testing Framework for Evaluating DDoS Defense Solutions. INFOCOM 2023: 1-10 - [c74]Xiang Chen, Hongyan Liu, Qingjiang Xiao, Jianshan Zhang, Qun Huang, Dong Zhang, Xuan Liu, Chunming Wu:
Melody: Toward Resource-Efficient Packet Header Vector Encoding on Programmable Switches. INFOCOM 2023: 1-10 - [c73]Dezhang Kong, Zhengyan Zhou, Yi Shen, Xiang Chen, Qiumei Cheng, Dong Zhang, Chunming Wu:
In-band Network Telemetry Manipulation Attacks and Countermeasures in Programmable Networks. IWQoS 2023: 1-10 - [c72]Hongyan Liu, Xiang Chen, Yi Shen, Qun Huang, Zhengyan Zhou, Dong Zhang, Chunming Wu:
Vulnerabilities and Attacks of Inter-device Coordination in Programmable Networks. IWQoS 2023: 1-10 - [c71]Hongyan Liu, Xiang Chen, Yi Shen, Dong Zhang, Chunming Wu:
Optimizing Program Deployment with libopl in Programmable Networks. SECON 2023: 348-356 - [c70]Xi Sun, Xiang Chen, Di Wang, Zhengyan Zhou, Xinyue Jiang, Wenhai Wang, Chunming Wu, Haifeng Zhou:
RFT: Toward Highly Reliable Flow Data Transmission in Network Measurement. SECON 2023: 474-482 - [c69]Rui Ding, Shibo Yang, Xiang Chen, Qun Huang:
BitSense: Universal and Nearly Zero-Error Optimization for Sketch Counters with Compressive Sensing. SIGCOMM 2023: 220-238 - [c68]Weishan Zhang, Yue Wang, Xiang Chen, Zhi Tian:
Spectrum Transformer: Wideband Spectrum Sensing using Multi-Head Self-Attention. SPAWC 2023: 101-105 - [i38]Guoqiang Sun, Yibin Shen, Sijin Zhou, Xiang Chen, Hongyan Liu, Chunming Wu, Chenyi Lei, Xianhui Wei, Fei Fang:
Self-Supervised Interest Transfer Network via Prototypical Contrastive Learning for Recommendation. CoRR abs/2302.14438 (2023) - [i37]Yongbo Yu, Fuxun Yu, Mingjia Zhang, Di Wang, Tolga Soyata, Chenchen Liu, Xiang Chen:
GACER: Granularity-Aware ConcurrEncy Regulation for Multi-Tenant Deep Learning. CoRR abs/2304.11745 (2023) - [i36]Min Zhang, Fuxun Yu, Yongbo Yu, Minjia Zhang, Ang Li, Xiang Chen:
FedHC: A Scalable Federated Learning Framework for Heterogeneous and Resource-Constrained Clients. CoRR abs/2305.15668 (2023) - [i35]Chenhui Xu, Fuxun Yu, Zirui Xu, Chenchen Liu, Jinjun Xiong, Xiang Chen:
QuadraNet: Improving High-Order Neural Interaction Efficiency with Hardware-Aware Quadratic Neural Networks. CoRR abs/2311.17956 (2023) - [i34]Baojia Luo, Yili Deng, Miaomiao Dong, Zhongyi Huang, Xiang Chen, Wei Han, Bo Bai:
Localization and Discrete Beamforming with a Large Reconfigurable Intelligent Surface. CoRR abs/2312.12358 (2023) - 2022
- [j12]Boyang Zhou, Chunming Wu, Qiang Yang, Xiang Chen:
DRTP: A Disruption Resilient Hop-by-Hop Transport Protocol for Synchrophasors Measurement in Electric Transmission Grids. IEEE Access 10: 133898-133914 (2022) - [j11]Dong Zhang, Kaiwei Guo, Xiang Chen, Xuan Liu:
Enabling low-latency service function chains by merging duplicate match operations. IET Networks 11(5): 147-155 (2022) - [j10]Zhuwei Qin, Fuxun Yu, Zirui Xu, Chenchen Liu, Xiang Chen:
CaptorX: A Class-Adaptive Convolutional Neural Network Reconfiguration Framework. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(3): 530-543 (2022) - [j9]Fuxun Yu, Zirui Xu, Chenchen Liu, Dimitrios Stamoulis, Di Wang, Yanzhi Wang, Xiang Chen:
AntiDoteX: Attention-Based Dynamic Optimization for Neural Network Runtime Efficiency. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(11): 4694-4707 (2022) - [j8]Lu Yang, Ping Li, Miaomiao Dong, Bo Bai, Dmitry Zaporozhets, Xiang Chen, Wei Han, Baochun Li:
C2: A Capacity-Centric Architecture Toward Future Wireless Networking. IEEE Trans. Wirel. Commun. 21(10): 8134-8147 (2022) - [c67]Dezhang Kong, Chunming Wu, Yi Shen, Xiang Chen, Hongyan Liu, Dong Zhang:
TableGuard: A Novel Security Mechanism Against Flow Table Overflow Attacks in SDN. GLOBECOM 2022: 4167-4172 - [c66]Weishan Zhang, Yue Wang, Fuxun Yu, Zhuwei Qin, Xiang Chen, Zhi Tian:
Wideband Spectrum Sensing based on Collaborative Multi-Task Learning. ICC Workshops 2022: 1-6 - [c65]Baojia Luo, Miaomiao Dong, Hao Wu, Yue Li, Lu Yang, Xiang Chen, Bo Bai:
Reconfigurable Intelligent Surface Assisted Millimeter Wave Indoor Localization Systems. ICC 2022: 4535-4540 - [c64]Xiang Chen, Hongyan Liu, Qingjiang Xiao, Kaiwei Guo, Tingxin Sun, Xiang Ling, Xuan Liu, Qun Huang, Dong Zhang, Haifeng Zhou, Fan Zhang, Chunming Wu:
Toward Low-Overhead Inter-Switch Coordination in Network-Wide Data Plane Program Deployment. ICDCS 2022: 370-380 - [c63]Zhengyan Zhou, Jingwen Lv, Lingfei Cheng, Xiang Chen, Tianzhu Zhang, Qun Huang, Jiayu Luo, Longlong Zhu, Dong Zhang, Chunming Wu:
SketchGuide: Reconfiguring Sketch-based Measurement on Programmable Switches. ICNP 2022: 1-11 - [c62]Xiang Chen, Hongyan Liu, Junyi Guo, Xinyue Jiang, Qun Huang, Dong Zhang, Chunming Wu, Haifeng Zhou:
Torp: Full-Coverage and Low-Overhead Profiling of Host-Side Latency. INFOCOM 2022: 1349-1358 - [c61]Hongyan Liu, Xiang Chen, Qun Huang, Dezhang Kong, Jinbo Sun, Dong Zhang, Haifeng Zhou, Chunming Wu:
Escala: Timely Elastic Scaling of Control Channels in Network Measurement. INFOCOM 2022: 1848-1857 - [c60]Zirui Xu, Fuxun Yu, Jinjun Xiong, Xiang Chen:
QuadraLib: A Performant Quadratic Neural Network Library for Architecture Optimization and Design Exploration. MLSys 2022 - [c59]Fuxun Yu, Di Wang, Yinpeng Chen, Nikolaos Karianakis, Tong Shen, Pei Yu, Dimitrios Lymberopoulos, Sidi Lu, Weisong Shi, Xiang Chen:
SC-UDA: Style and Content Gaps aware Unsupervised Domain Adaptation for Object Detection. WACV 2022: 1061-1070 - [c58]Zirui Xu, Fuxun Yu, Chenxi Liu, Zhe Wu, Hongcheng Wang, Xiang Chen:
FalCon: Fine-grained Feature Map Sparsity Computing with Decomposed Convolutions for Inference Optimization. WACV 2022: 3634-3644 - [c57]Yongbo Yu, Fuxun Yu, Zirui Xu, Di Wang, Minjia Zhang, Ang Li, Shawn Bray, Chenchen Liu, Xiang Chen:
Powering Multi-Task Federated Learning with Competitive GPU Resource Sharing. WWW (Companion Volume) 2022: 567-571 - [i33]Fuxun Yu, Di Wang, Longfei Shangguan, Minjia Zhang, Chenchen Liu, Xiang Chen:
A Survey of Multi-Tenant Deep Learning Inference on GPU. CoRR abs/2203.09040 (2022) - [i32]Zirui Xu, Fuxun Yu, Jinjun Xiong, Xiang Chen:
QuadraLib: A Performant Quadratic Neural Network Library for Architecture Optimization and Design Exploration. CoRR abs/2204.01701 (2022) - [i31]Jianyi Zhang, Ang Li, Minxue Tang, Jingwei Sun, Xiang Chen, Fan Zhang, Changyou Chen, Yiran Chen, Hai Li:
Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction. CoRR abs/2209.15245 (2022) - 2021
- [j7]Ting Ma, Haibo Zhou, Bo Qian, Nan Cheng, Xuemin Shen, Xiang Chen, Bo Bai:
UAV-LEO Integrated Backbone: A Ubiquitous Data Collection Approach for B5G Internet of Remote Things Networks. IEEE J. Sel. Areas Commun. 39(11): 3491-3505 (2021) - [j6]Zirui Xu, Fuxun Yu, Zhuwei Qin, Chenchen Liu, Xiang Chen:
DiReCtX: Dynamic Resource-Aware CNN Reconfiguration Framework for Real-Time Mobile Applications. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(2): 246-259 (2021) - [j5]Fuxun Yu, Zhuwei Qin, Chenchen Liu, Di Wang, Xiang Chen:
REIN the RobuTS: Robust DNN-Based Image Recognition in Autonomous Driving Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(6): 1258-1271 (2021) - [c56]Zirui Xu, Fuxun Yu, Jinjun Xiong, Xiang Chen:
Helios: Heterogeneity-Aware Federated Learning with Dynamically Balanced Collaboration. DAC 2021: 997-1002 - [c55]Fuxun Yu, Shawn Bray, Di Wang, Longfei Shangguan, Xulong Tang, Chenchen Liu, Xiang Chen:
Automated Runtime-Aware Scheduling for Multi-Tenant DNN Inference on GPU. ICCAD 2021: 1-9 - [c54]Xiang Chen, Qun Huang, Peiqiao Wang, Hongyan Liu, Yuxin Chen, Dong Zhang, Haifeng Zhou, Chunming Wu:
MTP: Avoiding Control Plane Overload with Measurement Task Placement. INFOCOM 2021: 1-10 - [c53]Xiang Chen, Qun Huang, Peiqiao Wang, Zili Meng, Hongyan Liu, Yuxin Chen, Dong Zhang, Haifeng Zhou, Boyang Zhou, Chunming Wu:
LightNF: Simplifying Network Function Offloading in Programmable Networks. IWQoS 2021: 1-10 - [c52]Fuxun Yu, Weishan Zhang, Zhuwei Qin, Zirui Xu, Di Wang, Chenchen Liu, Zhi Tian, Xiang Chen:
Fed2: Feature-Aligned Federated Learning. KDD 2021: 2066-2074 - [c51]Qun Huang, Siyuan Sheng, Xiang Chen, Yungang Bao, Rui Zhang, Yanwei Xu, Gong Zhang:
Toward Nearly-Zero-Error Sketching via Compressive Sensing. NSDI 2021: 1027-1044 - [i30]Lu Yang, Ping Li, Miaomiao Dong, Bo Bai, Dmitry Zaporozhets, Xiang Chen, Wei Han, Baochun Li:
What Should Future Wireless Network Architectures Be? CoRR abs/2110.03157 (2021) - [i29]Péter L. Erdös, Tamás Róbert Mezei, Yiding Yu, Xiang Chen, Wei Han, Bo Bai:
Algorithms for Interference Minimization in Future Wireless Network Decomposition. CoRR abs/2111.00885 (2021) - [i28]Fuxun Yu, Di Wang, Longfei Shangguan, Minjia Zhang, Xulong Tang, Chenchen Liu, Xiang Chen:
A Survey of Large-Scale Deep Learning Serving System Optimization: Challenges and Opportunities. CoRR abs/2111.14247 (2021) - [i27]Fuxun Yu, Weishan Zhang, Zhuwei Qin, Zirui Xu, Di Wang, Chenchen Liu, Zhi Tian, Xiang Chen:
Fed2: Feature-Aligned Federated Learning. CoRR abs/2111.14248 (2021) - [i26]Fuxun Yu, Shawn Bray, Di Wang, Longfei Shangguan, Xulong Tang, Chenchen Liu, Xiang Chen:
Automated Runtime-Aware Scheduling for Multi-Tenant DNN Inference on GPU. CoRR abs/2111.14255 (2021) - [i25]Xiang Ling, Lingfei Wu, Jiangyu Zhang, Zhenqing Qu, Wei Deng, Xiang Chen, Chunming Wu, Shouling Ji, Tianyue Luo, Jingzheng Wu, Yanjun Wu:
Adversarial Attacks against Windows PE Malware Detection: A Survey of the State-of-the-Art. CoRR abs/2112.12310 (2021) - 2020
- [c50]Xiaolong Ma, Geng Yuan, Sheng Lin, Caiwen Ding, Fuxun Yu, Tao Liu, Wujie Wen, Xiang Chen, Yanzhi Wang:
Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation. ASP-DAC 2020: 301-306 - [c49]Zirui Xu, Fuxun Yu, Xiang Chen:
LanCe: A Comprehensive and Lightweight CNN Defense Methodology against Physical Adversarial Attacks on Embedded Multimedia Applications. ASP-DAC 2020: 470-475 - [c48]Fuxun Yu, Chenchen Liu, Di Wang, Yanzhi Wang, Xiang Chen:
AntiDote: Attention-based Dynamic Optimization for Neural Network Runtime Efficiency. DATE 2020: 951-956 - [c47]Fuxun Yu, Zhuwei Qin, Di Wang, Ping Xu, Chenchen Liu, Zhi Tian, Xiang Chen:
DC-CNN: Computational Flow Redefinition for Efficient CNN through Structural Decoupling. DATE 2020: 1097-1102 - [c46]Xiaolong Ma, Wei Niu, Tianyun Zhang, Sijia Liu, Sheng Lin, Hongjia Li, Wujie Wen, Xiang Chen, Jian Tang, Kaisheng Ma, Bin Ren, Yanzhi Wang:
An Image Enhancing Pattern-Based Sparsity for Real-Time Inference on Mobile Devices. ECCV (13) 2020: 629-645 - [c45]Hongyan Liu, Xiang Chen, Qun Huang, Haifeng Zhou, Dong Zhang, Chunming Wu:
SRA: Switch Resource Aggregation for Application Offloading in Programmable Networks. GLOBECOM 2020: 1-6 - [c44]Xiang Chen, Qun Huang, Dong Zhang, Haifeng Zhou, Chunming Wu:
ApproSync: Approximate State Synchronization for Programmable Networks. ICNP 2020: 1-12 - [c43]Xiang Chen, Hongyan Liu, Qun Huang, Peiqiao Wang, Dong Zhang, Haifeng Zhou, Chunming Wu:
SPEED: Resource-Efficient and High-Performance Deployment for Data Plane Programs. ICNP 2020: 1-12 - [c42]Fuxun Yu, Dimitrios Stamoulis, Di Wang, Dimitrios Lymberopoulos, Xiang Chen:
Exploring the Design Space of Efficient Deep Neural Networks. SEC 2020: 317-318 - [c41]Xiang Chen, Zhuwei Qin:
Exploring Decentralized Collaboration in Heterogeneous Edge Training. SEC 2020: 450-453 - [c40]Xiang Chen, Yuxin Chen, Qun Huang, Haifeng Zhou, Dong Zhang, Chunming Wu, Junchi Xing:
FastScale: Fast Scaling Out of Network Functions. INFOCOM Workshops 2020: 436-442 - [c39]Chenchen Liu, Fuxun Yu, Zhuwei Qin, Xiang Chen:
Enabling efficient ReRAM-based neural network computing via crossbar structure adaptive optimization. ISLPED 2020: 133-138 - [c38]Meimei Zhang, Yingying Xie, Xiang Chen, Bo Bai, Gong Zhang, Kai Lei:
SDWCM: A Software-Defined Wi-Fi Architecture For Collaborative Management. ISPA/BDCloud/SocialCom/SustainCom 2020: 208-217 - [i24]Xiaolong Ma, Wei Niu, Tianyun Zhang, Sijia Liu, Fu-Ming Guo, Sheng Lin, Hongjia Li, Xiang Chen, Jian Tang, Kaisheng Ma, Bin Ren, Yanzhi Wang:
An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices. CoRR abs/2001.07710 (2020) - [i23]Fuxun Yu, Chenchen Liu, Di Wang, Yanzhi Wang, Xiang Chen:
AntiDote: Attention-based Dynamic Optimization for Neural Network Runtime Efficiency. CoRR abs/2008.06543 (2020) - [i22]Fuxun Yu, Weishan Zhang, Zhuwei Qin, Zirui Xu, Di Wang, Chenchen Liu, Zhi Tian, Xiang Chen:
Heterogeneous Federated Learning. CoRR abs/2008.06767 (2020) - [i21]Fuxun Yu, Zirui Xu, Tong Shen, Dimitrios Stamoulis, Longfei Shangguan, Di Wang, Rishi Madhok, Chunshui Zhao, Xin Li, Nikolaos Karianakis, Dimitrios Lymberopoulos, Ang Li, Chenchen Liu, Yiran Chen, Xiang Chen:
Towards Latency-aware DNN Optimization with GPU Runtime Analysis and Tail Effect Elimination. CoRR abs/2011.03897 (2020) - [i20]Zirui Xu, Jinjun Xiong, Fuxun Yu, Xiang Chen:
Efficient Neural Network Implementation with Quadratic Neuron. CoRR abs/2011.10813 (2020) - [i19]Fuxun Yu, Dimitrios Stamoulis, Di Wang, Dimitrios Lymberopoulos, Xiang Chen:
Third ArchEdge Workshop: Exploring the Design Space of Efficient Deep Neural Networks. CoRR abs/2011.10912 (2020)
2010 – 2019
- 2019
- [j4]Dong Zhang, Xiang Chen, Qun Huang, Xiaoyan Hong, Chunming Wu, Haifeng Zhou, Yi Yang, Hongyan Liu, Yuxin Chen:
P4SC: A High Performance and Flexible Framework for Service Function Chain. IEEE Access 7: 160982-160997 (2019) - [c37]Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen:
CAPTOR: a class adaptive filter pruning framework for convolutional neural networks in mobile applications. ASP-DAC 2019: 444-449 - [c36]Fuxun Yu, Chenchen Liu, Xiang Chen:
REIN: a robust training method for enhancing generalization ability of neural networks in autonomous driving systems. ASP-DAC 2019: 456-461 - [c35]Zirui Xu, Fuxun Yu, Chenchen Liu, Xiang Chen:
HAMPER: high-performance adaptive mobile security enhancement against malicious speech and image recognition. ASP-DAC 2019: 512-517 - [c34]Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen:
Functionality-Oriented Convolutional Filter Pruning. BMVC 2019: 92 - [c33]Xiaojie Guo, Amir Alipour-Fanid, Lingfei Wu, Hemant Purohit, Xiang Chen, Kai Zeng, Liang Zhao:
Multi-stage Deep Classifier Cascades for Open World Recognition. CIKM 2019: 179-188 - [c32]Fuxun Yu, Zirui Xu, Chenchen Liu, Xiang Chen:
MASKER: Adaptive Mobile Security Enhancement against Automatic Speech Recognition in Eavesdropping. DAC 2019: 163 - [c31]Zirui Xu, Fuxun Yu, Chenchen Liu, Xiang Chen:
ReForm: Static and Dynamic Resource-Aware DNN Reconfiguration Framework for Mobile Device. DAC 2019: 183 - [c30]Zhuwei Qin, Fuxun Yu, Xiang Chen:
Task-adaptive incremental learning for intelligent edge devices. SEC 2019: 340-341 - [c29]