Ang Li 0005 - researchr alias

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Viewing Publication 1 - 36 from 36

2025

t-READi: Transformer-Powered Robust and Efficient Multimodal Inference for Autonomous DrivingPengfei Hu 0001, Yuhang Qian, Tianyue Zheng, Ang Li 0005, Zhe Chen 0015, Yue Gao 0001, Xiuzhen Cheng 0001, Jun Luo 0001. tmc, 24(1):135-149, January 2025. [doi]

Recipient-Aware Photo Automatic Deletion Control Policy Recommendation Scheme in Online Social NetworksHaiyang Luo, Zhe Sun, Yunqing Sun, Ang Li 0005, Binghui Wang, Jin Cao 0001, Ben Niu 0001. tdsc, 22(3):2352-2366, May - June 2025. [doi]

EdgeLoRA: An Efficient Multi-Tenant LLM Serving System on Edge DevicesZheyu Shen, Yexiao He, Ziyao Wang, Yuning Zhang, Guoheng Sun, Wanghao Ye, Ang Li 0005. mobisys 2025: 138-153 [doi]

Towards counterfactual fairness through auxiliary variablesBowei Tian, Ziyao Wang, Shwai He, Wanghao Ye, Guoheng Sun, Yucong Dai, Yongkai Wu, Ang Li 0005. iclr 2025: [doi]

Rethinking Latency-Aware DNN Design With GPU Tail Effect AnalysisFuxun Yu, Zirui Xu, Longfei Shangguan, Di Wang 0003, Dimitrios Stamoulis, Rishi Madhok, Nikolaos Karianakis, Ang Li 0005, Chenchen Liu, Yiran Chen 0001, Xiang Chen 0010. tcad, 44(1):266-279, January 2025. [doi]

MLLM-LLaVA-FL: Multimodal Large Language Model Assisted Federated LearningJianyi Zhang, Hao Yang 0018, Ang Li 0005, Xin Guo 0008, Pu Wang, Haiming Wang 0002, Yiran Chen 0001, Hai Li 0001. wacv 2025: 4066-4076 [doi]

2024

SiDA: Sparsity-Inspired Data-Aware Serving for Efficient and Scalable Large Mixture-of-Experts ModelsZhixu Du, Shiyu Li, Yuhao Wu, Xiangyu Jiang, Jingwei Sun 0002, Qilin Zheng, Yongkai Wu, Ang Li 0005, Hai Li 0001, Yiran Chen 0001. mlsys 2024: [doi]

ADEAS: Authentication Using Doppler Effect of Acoustic Signals Caused by Hands MovingZhenyang Guo, Hao Yan, Jin Cao 0001, Jiawei Yang, Ben Niu 0001, Ang Li 0005, Hui Li 0006. iotj, 11(24):40009-40025, December 2024. [doi]

SHED: Shapley-Based Automated Dataset Refinement for Instruction Fine-TuningYexiao He, Ziyao Wang, Zheyu Shen, Guoheng Sun, Yucong Dai, Yongkai Wu, Hongyi Wang 0001, Ang Li 0005. nips 2024: [doi]

Federated Black-box Prompt Tuning System for Large Language Models on the EdgeYiming Li, Jingwei Sun 0002, Yudong Liu, Yuandong Zhang, Ang Li 0005, Beidi Chen, Holger R. Roth, Daguang Xu, Tingjun Chen, Yiran Chen 0001. mobicom 2024: 1775-1777 [doi]

Efficient, Direct, and Restricted Black-Box Graph Evasion Attacks to Any-Layer Graph Neural Networks via Influence FunctionBinghui Wang, Minhua Lin, Tianxiang Zhou, Pan Zhou, Ang Li 0005, Meng Pang, Hai Helen Li, Yiran Chen 0001. wsdm 2024: 693-701 [doi]

FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank AdaptationsZiyao Wang, Zheyu Shen, Yexiao He, Guoheng Sun, Hongyi Wang 0001, Lingjuan Lyu, Ang Li 0005. nips 2024: [doi]

Moderator: Moderating Text-to-Image Diffusion Models through Fine-grained Context-based PoliciesPeiran Wang, Qiyu Li, Longxuan Yu, Ziyao Wang, Ang Li 0005, Haojian Jin. ccs 2024: 1181-1195 [doi]

MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-LabelingXuzhe Zhang, Yuhao Wu, Elsa D. Angelini, Ang Li 0005, Jia Guo, Jerod M. Rasmussen, Thomas G. O'Connor, Pathik D. Wadhwa, Andrea Parolin Jackowski, Hai Li 0001, Jonathan Posner, Andrew F. Laine, Yun Wang. cvpr 2024: 5851-5862 [doi]

Model-GLUE: Democratized LLM Scaling for A Large Model Zoo in the WildXinyu Zhao, Guoheng Sun, Ruisi Cai, Yukun Zhou, Pingzhi Li, Peihao Wang, Bowen Tan, Yexiao He, Li Chen, Yi Liang, Beidi Chen, Binhang Yuan, Hongyi Wang 0001, Ang Li 0005, Zhangyang Wang, Tianlong Chen. nips 2024: [doi]

2023

2022

FedSEA: A Semi-Asynchronous Federated Learning Framework for Extremely Heterogeneous DevicesJingwei Sun 0002, Ang Li 0005, Lin Duan, Samiul Alam, Xuliang Deng, Xin Guo, Haiming Wang, Maria Gorlatova, Mi Zhang, Hai Li, Yiran Chen 0001. sensys 2022: 106-119 [doi]

Enable Intelligence on Billion Devices with Deep LearningAng Li 0005. PhD thesis, Duke University, Durham, NC, USA, 2022. [doi]

PrivacyEye: A Privacy-Preserving and Computationally Efficient Deep Learning-Based Mobile Video Analytics SystemWei Du 0009, Ang Li 0005, Pan Zhou, Ben Niu 0001, Dapeng Wu 0001. tmc, 21(9):3263-3279, 2022. [doi]

An Audio Frequency Unfolding Framework for Ultra-Low Sampling Rate SensorsZhihui Gao, Minxue Tang, Ang Li 0005, Yiran Chen. isqed 2022: 1-6 [doi]

SmartCircles: A Benefit-Evaluation-Based Privacy Policy Recommender for Customized Photo SharingHaiyang Luo, Zhe Sun, Yunqing Sun, Ang Li 0005, Binghui Wang, Jin Cao, Ben Niu 0001. uic 2022: 2340-2347 [doi]

Toward Efficient and Adaptive Design of Video Detection System with Deep Neural NetworksJiachen Mao, Qing Yang 0011, Ang Li 0005, Kent W. Nixon, Hai Li 0001, Yiran Chen 0001. tecs, 21(3), 2022. [doi]

Towards collaborative intelligence: routability estimation based on decentralized private dataJingyu Pan, Chen-Chia Chang, Zhiyao Xie, Ang Li 0005, Minxue Tang, Tunhou Zhang, Jiang Hu, Yiran Chen 0001. dac 2022: 961-966 [doi]

GraphFL: A Federated Learning Framework for Semi-Supervised Node Classification on GraphsBinghui Wang, Ang Li 0005, Meng Pang, Hai Li, Yiran Chen 0001. icdm 2022: 498-507 [doi]

Powering Multi-Task Federated Learning with Competitive GPU Resource SharingYongbo Yu, Fuxun Yu, Zirui Xu, Di Wang, Minjia Zhang, Ang Li 0005, Shawn Bray, Chenchen Liu, Xiang Chen 0010. WWW 2022: 567-571 [doi]

Next Generation Federated Learning for Edge Devices: An OverviewJianyi Zhang, Zhixu Du, Jingwei Sun 0002, Ang Li 0005, Minxue Tang, Yuhao Wu, Zhihui Gao, Martin Kuo, Hai Helen Li, Yiran Chen 0001. coinco 2022: 10-15 [doi]

2021

FedMask: Joint Computation and Communication-Efficient Personalized Federated Learning via Heterogeneous MaskingAng Li 0005, Jingwei Sun, Xiao Zeng, Mi Zhang, Hai Li, Yiran Chen. sensys 2021: 42-55 [doi]

LotteryFL: Empower Edge Intelligence with Personalized and Communication-Efficient Federated LearningAng Li 0005, Jingwei Sun, Binghui Wang, Lin Duan, Sicheng Li, Yiran Chen, Hai Li 0001. ieeesec 2021: 68-79 [doi]

Hermes: an efficient federated learning framework for heterogeneous mobile clientsAng Li 0005, Jingwei Sun, Pengcheng Li, Yu Pu, Hai Li, Yiran Chen 0001. mobicom 2021: 420-437 [doi]

AI-Powered IoT System at the EdgeYiran Chen, Ang Li 0005, Huanrui Yang, Tunhou Zhang, Yuewei Yang, Hai Li, Suman Banerjee, Miroslav Pajic. cogmi 2021: 242-251 [doi]

Reinforcement Learning-based Black-Box Evasion Attacks to Link Prediction in Dynamic GraphsHouxiang Fan, Binghui Wang, Pan Zhou, Ang Li 0005, Zichuan Xu, Cai Fu, Hai Li 0001, Yiran Chen. hpcc 2021: 933-940 [doi]

TPrune: Efficient Transformer Pruning for Mobile DevicesJiachen Mao, Huanrui Yang, Ang Li 0005, Hai Li 0001, Yiran Chen. tcps, 5(3), 2021. [doi]

FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client PerspectiveJingwei Sun, Ang Li 0005, Louis DiValentin, Amin Hassanzadeh, Yiran Chen, Hai Li 0001. nips 2021: 12613-12624 [doi]

Soteria: Provable Defense Against Privacy Leakage in Federated Learning From Representation PerspectiveJingwei Sun, Ang Li 0005, Binghui Wang, Huanrui Yang, Hai Li 0001, Yiran Chen. cvpr 2021: 9311-9319 [doi]

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