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ORCIDAng Li 0005
Person information
- affiliation: Duke University, Department of Electrical and Computer Engineering, Durham, NC, USA
- affiliation (PhD 2018): University of Arkansas, Fayetteville, AR, USA
Other persons with the same name
- Ang Li — disambiguation page
- Ang Li 0001 — University of Maryland, College Park, MD, USA
- Ang Li 0002 — Duke University, Durham, NC, USA
- Ang Li 0003
![[0000-0001-8235-7596]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-8235-7596")
— Xi'an Jiaotong University, Faculty of Electronic and Information Engineering, Shaanxi, China (and 3 more) - Ang Li 0004 — Beijing Forestry University, Department of Psychology, China (and 2 more)
- Ang Li 0006 — Pacific Northwest National Laboratory, Richland, WA, USA
- Ang Li 0007 (aka: Ang Leon Li) — University of Queensland, Brisbane, QLD, Australia
- Ang Li 0008 — University of Melbourne, School of Computing and Information Systems, Parkville, Victoria, Australia
- Ang Li 0009 — Florida State University, Department of Computer Science, Tallahassee, FL, USA (and 1 more)
- Ang Li 0010 — Stanford University, CA, USA
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2020 – today
- 2024
[c44]Zhixu Du, Shiyu Li, Yuhao Wu, Xiangyu Jiang, Jingwei Sun, Qilin Zheng, Yongkai Wu, Ang Li, Hai Li, Yiran Chen:
SiDA: Sparsity-Inspired Data-Aware Serving for Efficient and Scalable Large Mixture-of-Experts Models. MLSys 2024- [c43]Binghui Wang, Minhua Lin, Tianxiang Zhou, Pan Zhou, Ang Li, Meng Pang, Hai Helen Li, Yiran Chen:
Efficient, Direct, and Restricted Black-Box Graph Evasion Attacks to Any-Layer Graph Neural Networks via Influence Function. WSDM 2024: 693-701 - 2023
- [j8]Wei Du, Ang Li, Qinghua Li, Pan Zhou:
Privacy-Preserving and Secure Cloud Computing: A Case of Large-Scale Nonlinear Programming. IEEE Trans. Cloud Comput. 11(1): 484-498 (2023) - [c42]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 - [c41]Tianyue Zheng, Ang Li, Zhe Chen, Hongbo Wang, Jun Luo:
AutoFed: Heterogeneity-Aware Federated Multimodal Learning for Robust Autonomous Driving. MobiCom 2023: 15:1-15:15 - [c40]Likun Zhang, Yahong Chen, Ang Li, Binghui Wang, Yiran Chen, Fenghua Li, Jin Cao, Ben Niu:
Interpreting Disparate Privacy-Utility Tradeoff in Adversarial Learning via Attribute Correlation. WACV 2023: 4690-4698 - [i26]Tianyue Zheng, Ang Li, Zhe Chen, Hongbo Wang, Jun Luo:
AutoFed: Heterogeneity-Aware Federated Multimodal Learning for Robust Autonomous Driving. CoRR abs/2302.08646 (2023) - [i25]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) - [i24]Zhixu Du, Shiyu Li, Yuhao Wu, Xiangyu Jiang, Jingwei Sun, Qilin Zheng, Yongkai Wu, Ang Li, Hai (Helen) Li, Yiran Chen:
SiDA: Sparsity-Inspired Data-Aware Serving for Efficient and Scalable Large Mixture-of-Experts Models. CoRR abs/2310.18859 (2023) - 2022
- [b1]Ang Li:
Enable Intelligence on Billion Devices with Deep Learning. Duke University, Durham, NC, USA, 2022 - [j7]Jiachen Mao, Qing Yang, Ang Li, Kent W. Nixon, Hai Li, Yiran Chen:
Toward Efficient and Adaptive Design of Video Detection System with Deep Neural Networks. ACM Trans. Embed. Comput. Syst. 21(3): 33:1-33:21 (2022) - [j6]Wei Du, Ang Li, Pan Zhou, Ben Niu, Dapeng Wu:
PrivacyEye: A Privacy-Preserving and Computationally Efficient Deep Learning-Based Mobile Video Analytics System. IEEE Trans. Mob. Comput. 21(9): 3263-3279 (2022) - [c39]Jianyi Zhang, Zhixu Du, Jingwei Sun, Ang Li, Minxue Tang, Yuhao Wu, Zhihui Gao, Martin Kuo, Hai Helen Li, Yiran Chen:
Next Generation Federated Learning for Edge Devices: An Overview. CIC 2022: 10-15 - [c38]Jingyu Pan, Chen-Chia Chang, Zhiyao Xie, Ang Li, Minxue Tang, Tunhou Zhang, Jiang Hu, Yiran Chen:
Towards collaborative intelligence: routability estimation based on decentralized private data. DAC 2022: 961-966 - [c37]Binghui Wang, Ang Li, Meng Pang, Hai Li, Yiran Chen:
GraphFL: A Federated Learning Framework for Semi-Supervised Node Classification on Graphs. ICDM 2022: 498-507 - [c36]Zhihui Gao, Ang Li, Dong Li, Jialin Liu, Jie Xiong, Yu Wang, Bing Li, Yiran Chen:
MOM: Microphone based 3D Orientation Measurement. IPSN 2022: 132-144 - [c35]Zhihui Gao, Minxue Tang, Ang Li, Yiran Chen:
An Audio Frequency Unfolding Framework for Ultra-Low Sampling Rate Sensors. ISQED 2022: 1-6 - [c34]Jingwei Sun, Ang Li, Lin Duan, Samiul Alam, Xuliang Deng, Xin Guo, Haiming Wang, Maria Gorlatova, Mi Zhang, Hai Li, Yiran Chen:
FedSEA: A Semi-Asynchronous Federated Learning Framework for Extremely Heterogeneous Devices. SenSys 2022: 106-119 - [c33]Haiyang Luo, Zhe Sun, Yunqing Sun, Ang Li, Binghui Wang, Jin Cao, Ben Niu:
SmartCircles: A Benefit-Evaluation-Based Privacy Policy Recommender for Customized Photo Sharing. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta 2022: 2340-2347 - [c32]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 - [i23]Jingyu Pan, Chen-Chia Chang, Zhiyao Xie, Ang Li, Minxue Tang, Tunhou Zhang, Jiang Hu, Yiran Chen:
Towards Collaborative Intelligence: Routability Estimation based on Decentralized Private Data. CoRR abs/2203.16009 (2022) - [i22]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) - [i21]Zhixu Du, Jingwei Sun, Ang Li, Pin-Yu Chen, Jianyi Zhang, Hai (Helen) Li, Yiran Chen:
Rethinking Normalization Methods in Federated Learning. CoRR abs/2210.03277 (2022) - [i20]Yuewei Yang, Jingwei Sun, Ang Li, Hai Li, Yiran Chen:
More Generalized and Personalized Unsupervised Representation Learning In A Distributed System. CoRR abs/2211.06470 (2022) - 2021
- [j5]Jiachen Mao, Huanrui Yang, Ang Li, Hai Li, Yiran Chen:
TPrune: Efficient Transformer Pruning for Mobile Devices. ACM Trans. Cyber Phys. Syst. 5(3): 26:1-26:22 (2021) - [j4]Pan Zhou, Weiguang Zhao, Jianghui Li, Ang Li, Wei Du, Shiping Wen:
Massive Maritime Path Planning: A Contextual Online Learning Approach. IEEE Trans. Cybern. 51(12): 6262-6273 (2021) - [j3]Tong Wu, Pan Zhou, Binghui Wang, Ang Li, Xueming Tang, Zichuan Xu, Kai Chen, Xiaofeng Ding:
Joint Traffic Control and Multi-Channel Reassignment for Core Backbone Network in SDN-IoT: A Multi-Agent Deep Reinforcement Learning Approach. IEEE Trans. Netw. Sci. Eng. 8(1): 231-245 (2021) - [c31]Yiran Chen, Ang Li, Huanrui Yang, Tunhou Zhang, Yuewei Yang, Hai Li, Suman Banerjee, Miroslav Pajic:
AI-Powered IoT System at the Edge. CogMI 2021: 242-251 - [c30]Jingwei Sun, Ang Li, Binghui Wang, Huanrui Yang, Hai Li, Yiran Chen:
Soteria: Provable Defense Against Privacy Leakage in Federated Learning From Representation Perspective. CVPR 2021: 9311-9319 - [c29]Zhihui Gao, Ang Li, Yunfan Gao, Yu Wang, Yiran Chen:
Hermes: Decentralized Dynamic Spectrum Access System for Massive Devices Deployment in 5G. EWSN 2021: 13-24 - [c28]Houxiang Fan, Binghui Wang, Pan Zhou, Ang Li, Zichuan Xu, Cai Fu, Hai Li, Yiran Chen:
Reinforcement Learning-based Black-Box Evasion Attacks to Link Prediction in Dynamic Graphs. HPCC/DSS/SmartCity/DependSys 2021: 933-940 - [c27]Zhihui Gao, Ang Li, Yunfan Gao, Bing Li, Yu Wang, Yiran Chen:
FedSwap: A Federated Learning based 5G Decentralized Dynamic Spectrum Access System. ICCAD 2021: 1-6 - [c26]Ang Li, Jingwei Sun, Binghui Wang, Lin Duan, Sicheng Li, Yiran Chen, Hai Li:
LotteryFL: Empower Edge Intelligence with Personalized and Communication-Efficient Federated Learning. SEC 2021: 68-79 - [c25]Ang Li, Jiayi Guo, Huanrui Yang, Flora D. Salim, Yiran Chen:
DeepObfuscator: Obfuscating Intermediate Representations with Privacy-Preserving Adversarial Learning on Smartphones. IoTDI 2021: 28-39 - [c24]Binghui Wang, Jiayi Guo, Ang Li, Yiran Chen, Hai Li:
Privacy-Preserving Representation Learning on Graphs: A Mutual Information Perspective. KDD 2021: 1667-1676 - [c23]Qiming Wu, Zhikang Zou, Pan Zhou, Xiaoqing Ye, Binghui Wang, Ang Li:
Towards Adversarial Patch Analysis and Certified Defense against Crowd Counting. ACM Multimedia 2021: 2195-2204 - [c22]Ang Li, Jingwei Sun, Pengcheng Li, Yu Pu, Hai Li, Yiran Chen:
Hermes: an efficient federated learning framework for heterogeneous mobile clients. MobiCom 2021: 420-437 - [c21]Jingwei Sun, Ang Li, Louis DiValentin, Amin Hassanzadeh, Yiran Chen, Hai Li:
FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective. NeurIPS 2021: 12613-12624 - [c20]Ang Li, Jingwei Sun, Xiao Zeng, Mi Zhang, Hai Li, Yiran Chen:
FedMask: Joint Computation and Communication-Efficient Personalized Federated Learning via Heterogeneous Masking. SenSys 2021: 42-55 - [i19]Zhihui Gao, Ang Li, Yunfan Gao, Yu Wang, Yiran Chen:
Hermes: Decentralized Dynamic Spectrum Access System for Massive Devices Deployment in 5G. CoRR abs/2101.02963 (2021) - [i18]Ximing Qiao, Yuhua Bai, Siping Hu, Ang Li, Yiran Chen, Hai Li:
On Provable Backdoor Defense in Collaborative Learning. CoRR abs/2101.08177 (2021) - [i17]Qiming Wu, Zhikang Zou, Pan Zhou, Xiaoqing Ye, Binghui Wang, Ang Li:
Towards Adversarial Patch Analysis and Certified Defense against Crowd Counting. CoRR abs/2104.10868 (2021) - [i16]Binghui Wang, Jiayi Guo, Ang Li, Yiran Chen, Hai Li:
Privacy-Preserving Representation Learning on Graphs: A Mutual Information Perspective. CoRR abs/2107.01475 (2021) - [i15]Jingwei Sun, Ang Li, Louis DiValentin, Amin Hassanzadeh, Yiran Chen, Hai Li:
FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective. CoRR abs/2110.13864 (2021) - 2020
- [j2]Zhe Sun, Lihua Yin, Chao Li, Weizhe Zhang, Ang Li, Zhihong Tian:
The QoS and privacy trade-off of adversarial deep learning: An evolutionary game approach. Comput. Secur. 96: 101876 (2020) - [j1]Wei Du, Ang Li, Pan Zhou, Zichuan Xu, Xiumin Wang, Hao Jiang, Dapeng Oliver Wu:
Approximate to Be Great: Communication Efficient and Privacy-Preserving Large-Scale Distributed Deep Learning in Internet of Things. IEEE Internet Things J. 7(12): 11678-11692 (2020) - [c19]Huanrui Yang, Minxue Tang, Wei Wen, Feng Yan, Daniel Hu, Ang Li, Hai Li, Yiran Chen:
Learning Low-rank Deep Neural Networks via Singular Vector Orthogonality Regularization and Singular Value Sparsification. CVPR Workshops 2020: 2899-2908 - [c18]Ben Niu, Likun Zhang, Yahong Chen, Ang Li, Wei Du, Jin Cao, Fenghua Li:
A Framework to Preserve User Privacy for Machine Learning as a Service. GLOBECOM 2020: 1-6 - [c17]Ang Li, Yixiao Duan, Huanrui Yang, Yiran Chen, Jianlei Yang:
TIPRDC: Task-Independent Privacy-Respecting Data Crowdsourcing Framework for Deep Learning with Anonymized Intermediate Representations. KDD 2020: 824-832 - [c16]Ang Li, Chunpeng Wu, Yiran Chen, Bin Ni:
MVStylizer: an efficient edge-assisted video photorealistic style transfer system for mobile phones. MobiHoc 2020: 31-40 - [c15]David Darling, Ang Li, Qinghua Li:
Automated Bystander Detection and Anonymization in Mobile Photography. SecureComm (1) 2020: 402-424 - [p1]Ang Li, Huanrui Yang, Yiran Chen:
Task-Agnostic Privacy-Preserving Representation Learning via Federated Learning. Federated Learning 2020: 51-65 - [i14]Huanrui Yang, Minxue Tang, Wei Wen, Feng Yan, Daniel Hu, Ang Li, Hai Li, Yiran Chen:
Learning Low-rank Deep Neural Networks via Singular Vector Orthogonality Regularization and Singular Value Sparsification. CoRR abs/2004.09031 (2020) - [i13]Ang Li, Yixiao Duan, Huanrui Yang, Yiran Chen, Jianlei Yang:
TIPRDC: Task-Independent Privacy-Respecting Data Crowdsourcing Framework with Anonymized Intermediate Representations. CoRR abs/2005.11480 (2020) - [i12]Ang Li, Chunpeng Wu, Yiran Chen, Bin Ni:
MVStylizer: An Efficient Edge-Assisted Video Photorealistic Style Transfer System for Mobile Phones. CoRR abs/2005.11630 (2020) - [i11]Ang Li, Wei Du, Qinghua Li:
PoliteCamera: Respecting Strangers' Privacy in Mobile Photographing. CoRR abs/2005.11634 (2020) - [i10]Ang Li, Jingwei Sun, Binghui Wang, Lin Duan, Sicheng Li, Yiran Chen, Hai Li:
LotteryFL: Personalized and Communication-Efficient Federated Learning with Lottery Ticket Hypothesis on Non-IID Datasets. CoRR abs/2008.03371 (2020) - [i9]Houxiang Fan, Binghui Wang, Pan Zhou, Ang Li, Meng Pang, Zichuan Xu, Cai Fu, Hai Li, Yiran Chen:
Reinforcement Learning-based Black-Box Evasion Attacks to Link Prediction in Dynamic Graphs. CoRR abs/2009.00163 (2020) - [i8]Binghui Wang, Tianxiang Zhou, Minhua Lin, Pan Zhou, Ang Li, Meng Pang, Cai Fu, Hai Li, Yiran Chen:
Evasion Attacks to Graph Neural Networks via Influence Function. CoRR abs/2009.00203 (2020) - [i7]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) - [i6]Binghui Wang, Ang Li, Hai Li, Yiran Chen:
GraphFL: A Federated Learning Framework for Semi-Supervised Node Classification on Graphs. CoRR abs/2012.04187 (2020) - [i5]Jingwei Sun, Ang Li, Binghui Wang, Huanrui Yang, Hai Li, Yiran Chen:
Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective. CoRR abs/2012.06043 (2020)
2010 – 2019
- 2019
- [c14]Jiachen Mao, Qing Yang, Ang Li, Hai Helen Li, Yiran Chen:
MobiEye: An Efficient Cloud-based Video Detection System for Real-time Mobile Applications. DAC 2019: 102 - [c13]Ang Li, Chunpeng Wu, Yiran Chen, Bin Ni:
An efficient edge-assisted mobile system for video photorealistic style transfer: poster abstract. SEC 2019: 332-333 - [c12]Ang Li, Chunpeng Wu, Yiran Chen, Bin Ni:
An efficient mobile-edge collaborative system for video photorealistic style transfer. SEC 2019: 344-345 - [c11]Fenghua Li, Zhe Sun, Ang Li, Ben Niu, Hui Li, Guohong Cao:
HideMe: Privacy-Preserving Photo Sharing on Social Networks. INFOCOM 2019: 154-162 - [c10]Chunpeng Wu, Ang Li, Bing Li, Yiran Chen:
Efficiently Learning a Robust Self-Driving Model with Neuron Coverage Aware Adaptive Filter Reuse. SiPS 2019: 109-114 - [i4]Ang Li, Jiayi Guo, Huanrui Yang, Yiran Chen:
DeepObfuscator: Adversarial Training Framework for Privacy-Preserving Image Classification. CoRR abs/1909.04126 (2019) - 2018
- [c9]Ang Li, David Darling, Qinghua Li:
PhotoSafer: Content-Based and Context-Aware Private Photo Protection for Smartphones. PAC 2018: 10-18 - [c8]Ang Li, Wei Du, Qinghua Li:
PoliteCamera: Respecting Strangers' Privacy in Mobile Photographing. SecureComm (1) 2018: 227-247 - [c7]Wei Du, Ang Li, Qinghua Li:
Privacy-Preserving Multiparty Learning for Logistic Regression. SecureComm (1) 2018: 549-568 - [c6]Ang Li, Wei Du, Qinghua Li:
Privacy-Preserving Outsourcing of Large-Scale Nonlinear Programming to the Cloud. SecureComm (1) 2018: 569-587 - [i3]Ang Li, David Darling, Qinghua Li:
PhotoSafer: Content-Based and Context-Aware Private Photo Protection for Smartphones. CoRR abs/1810.01046 (2018) - [i2]Ang Li, Wei Du, Qinghua Li:
Privacy-Preserving Outsourcing of Large-Scale Nonlinear Programming to the Cloud. CoRR abs/1810.01048 (2018) - [i1]Wei Du, Ang Li, Qinghua Li:
Privacy-Preserving Multiparty Learning For Logistic Regression. CoRR abs/1810.02400 (2018) - 2017
- [c5]Ang Li, Qinghua Li, Vincent C. Hu:
Access Control for Distributed Processing Systems: Use Cases and General Considerations. CIC 2017: 117-125 - [c4]Michael A. Mahler, Qinghua Li, Ang Li:
SecureHouse: A home security system based on smartphone sensors. PerCom 2017: 11-20 - 2016
- [c3]Ang Li, Qinghua Li, Wei Gao:
PrivacyCamera: Cooperative Privacy-Aware Photographing with Mobile Phones. SECON 2016: 1-9 - 2015
- [c2]Shuangchen Li, Ang Li, Yuan Zhe, Yongpan Liu, Peng Li, Guangyu Sun, Yu Wang, Huazhong Yang, Yuan Xie:
Leveraging emerging nonvolatile memory in high-level synthesis with loop transformations. ISLPED 2015: 61-66 - [c1]Ang Li, Qinghua Li, Vincent C. Hu, Jia Di:
Evaluating the capability and performance of access control policy verification tools. MILCOM 2015: 366-371
Coauthor Index
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last updated on 2024-07-20 23:16 CEST by the dblp team
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