Mi Zhang - RankMe

138 papers A* 17A 3B 3C 2Misc 16Journal 72Unranked 25

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	GeoFL: A Framework for Efficient Geo-Distributed Cross-Device Federated Learning. IEEE Trans. Netw. Maolin Gan, Lanpeng Li, Samiul Alam, Li Liu, Luyang Liu, Mi Zhang, Huacheng Zeng, Zhichao Cao
2026	J	`jnl`	MMSpec: Benchmarking Speculative Decoding for Vision-Language Models. CoRR Hui Shen, Xin Wang, Ping Zhang, Yunta Hsieh, Qi Han, Zhongwei Wan, Ziheng Zhang, Jingxuan Zhang, Jing Xiong, Ziyuan Liu, Yifan Zhang, Hangrui Cao, Chenyang Zhao, Mi Zhang
2026	J	`jnl`	QuantVLA: Scale-Calibrated Post-Training Quantization for Vision-Language-Action Models. CoRR Jingxuan Zhang, Yunta Hsieh, Zhongwei Wan, Haokun Lin, Xin Wang, Ziqi Wang, Yingtie Lei, Mi Zhang
2025	—	`conf`	Argus: Benchmarking and Enhancing Vision-Language Models for 3D Radiology Report Generation. ACL (Findings) Che Liu, Zhongwei Wan, Yuqi Wang, Hui Shen, Haozhe Wang, Kangyu Zheng, Mi Zhang, Rossella Arcucci
2025	J	`jnl`	Artificial Intelligence of Things: A Survey. ACM Trans. Sens. Networks Shakhrul Iman Siam, Hyunho Ahn, Li Liu, Samiul Alam, Hui Shen, Zhichao Cao, Ness B. Shroff, Bhaskar Krishnamachari, Mani Srivastava, Mi Zhang
2025	J	`jnl`	Autoregressive Models in Vision: A Survey. Trans. Mach. Learn. Res. Jing Xiong, Gongye Liu, Lun Huang, Chengyue Wu, Taiqiang Wu, Yao Mu, Yuan Yao, Hui Shen, Zhongwei Wan, Jinfa Huang, Chaofan Tao, Shen Yan, Huaxiu Yao, Lingpeng Kong, Hongxia Yang, Mi Zhang, Guillermo Sapiro, Jiebo Luo, Ping Luo, Ngai Wong
2025	—	`conf`	Creating a Lens of Chinese Culture: A Multimodal Dataset for Chinese Pun Rebus Art Understanding. ACL (Findings) Tuo Zhang, Tiantian Feng, Yibin Ni, Mengqin Cao, Ruying Liu, Kiana Avestimehr, Katharine Butler, Yanjun Weng, Mi Zhang, Shrikanth Narayanan, Salman Avestimehr
2025	A*	`conf`	D2O: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models. ICLR Zhongwei Wan, Xinjian Wu, Yu Zhang, Yi Xin, Chaofan Tao, Zhihong Zhu, Xin Wang, Siqi Luo, Jing Xiong, Longyue Wang, Mi Zhang
2025	J	`jnl`	Efficient Diffusion Models: A Survey. CoRR Hui Shen, Jingxuan Zhang, Boning Xiong, Rui Hu, Shoufa Chen, Zhongwei Wan, Xin Wang, Yu Zhang, Zixuan Gong, Guangyin Bao, Chaofan Tao, Yongfeng Huang, Ye Yuan, Mi Zhang
2025	J	`jnl`	Efficient Diffusion Models: A Survey. Trans. Mach. Learn. Res. Hui Shen, Jingxuan Zhang, Boning Xiong, Rui Hu, Shoufa Chen, Zhongwei Wan, Xin Wang, Yu Zhang, Zixuan Gong, Guangyin Bao, Chaofan Tao, Yongfeng Huang, Ye Yuan, Mi Zhang
2025	J	`jnl`	Enhancing Test-Time Scaling of Large Language Models with Hierarchical Retrieval-Augmented MCTS. CoRR Alex ZH Dou, Zhongwei Wan, Dongfei Cui, Xin Wang, Jing Xiong, Haokun Lin, Chaofan Tao, Shen Yan, Mi Zhang
2025	—	`conf`	GPT-FL: Generative Pre-trained Model-Assisted Federated Learning. CVPR Workshops Tuo Zhang, Tiantian Feng, Samiul Alam, Dimitrios Dimitriadis, Sunwoo Lee, Mi Zhang, Shrikanth S. Narayanan, Salman Avestimehr
2025	A*	`conf`	GeoFL: A Framework for Efficient Geo-Distributed Cross-Device Federated Learning. INFOCOM Maolin Gan, Lanpeng Li, Samiul Alam, Li Liu, Luyang Liu, Mi Zhang, Zhichao Cao
2025	A*	`conf`	LoRaSeek: Boosting Denoising Ability in Neural-enhanced LoRa Decoder via Hierarchical Feature Extraction. MobiCom Khang Nguyen, Yidong Ren, Jialuo Du, Jingkai Lin, Maolin Gan, Shigang Chen, Mi Zhang, Chunyi Peng, Zhichao Cao
2025	—	`conf`	MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inference. NAACL (Long Papers) Zhongwei Wan, Hui Shen, Xin Wang, Che Liu, Zheda Mai, Mi Zhang
2025	J	`jnl`	MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inference. CoRR Zhongwei Wan, Hui Shen, Xin Wang, Che Liu, Zheda Mai, Mi Zhang
2025	—	`conf`	MEIT: Multimodal Electrocardiogram Instruction Tuning on Large Language Models for Report Generation. ACL (Findings) Zhongwei Wan, Che Liu, Xin Wang, Chaofan Tao, Hui Shen, Jing Xiong, Rossella Arcucci, Huaxiu Yao, Mi Zhang
2025	J	`jnl`	Morph: ChirpTransformer-based Encoder-decoder Co-design for Reliable LoRa Communication. CoRR Yidong Ren, Maolin Gan, Chenning Li, Shakhrul Iman Siam, Mi Zhang, Shigang Chen, Zhichao Cao
2025	J	`jnl`	Reading Recognition in the Wild. CoRR Charig Yang, Samiul Alam, Shakhrul Iman Siam, Michael J. Proulx, Lambert Mathias, Kiran K. Somasundaram, Luis Pesqueira, James Fort, Sheroze Sheriffdeen, Omkar M. Parkhi, Carl Yuheng Ren, Mi Zhang, Yuning Chai, Richard A. Newcombe, Hyo Jin Kim
2025	J	`jnl`	SRPO: Enhancing Multimodal LLM Reasoning via Reflection-Aware Reinforcement Learning. CoRR Zhongwei Wan, Zhihao Dou, Che Liu, Yu Zhang, Dongfei Cui, Qinjian Zhao, Hui Shen, Jing Xiong, Yi Xin, Yifan Jiang, Chaofan Tao, Yangfan He, Mi Zhang, Shen Yan
2025	—	`conf`	SVD-LLM V2: Optimizing Singular Value Truncation for Large Language Model Compression. NAACL (Long Papers) Xin Wang, Samiul Alam, Zhongwei Wan, Hui Shen, Mi Zhang
2025	J	`jnl`	SVD-LLM V2: Optimizing Singular Value Truncation for Large Language Model Compression. CoRR Xin Wang, Samiul Alam, Zhongwei Wan, Hui Shen, Mi Zhang
2025	A*	`conf`	SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression. ICLR Xin Wang, Yu Zheng, Zhongwei Wan, Mi Zhang
2025	J	`jnl`	Special Issue on Generative AI for Edge Computing. IEEE Internet Comput. Mi Zhang, Xia Hu
2024	J	`jnl`	Artificial Intelligence of Things: A Survey. CoRR Shakhrul Iman Siam, Hyunho Ahn, Li Liu, Samiul Alam, Hui Shen, Zhichao Cao, Ness B. Shroff, Bhaskar Krishnamachari, Mani Srivastava, Mi Zhang
2024	J	`jnl`	Autoregressive Models in Vision: A Survey. CoRR Jing Xiong, Gongye Liu, Lun Huang, Chengyue Wu, Taiqiang Wu, Yao Mu, Yuan Yao, Hui Shen, Zhongwei Wan, Jinfa Huang, Chaofan Tao, Shen Yan, Huaxiu Yao, Lingpeng Kong, Hongxia Yang, Mi Zhang, Guillermo Sapiro, Jiebo Luo, Ping Luo, Ngai Wong
2024	J	`jnl`	Benchmarking and Boosting Radiology Report Generation for 3D High-Resolution Medical Images. CoRR Che Liu, Zhongwei Wan, Yuqi Wang, Hui Shen, Haozhe Wang, Kangyu Zheng, Mi Zhang, Rossella Arcucci
2024	A	`conf`	ChirpTransformer: Versatile LoRa Encoding for Low-power Wide-area IoT. MobiSys Chenning Li, Yidong Ren, Shuai Tong, Shakhrul Iman Siam, Mi Zhang, Jiliang Wang, Yunhao Liu, Zhichao Cao
2024	J	`jnl`	Creating a Lens of Chinese Culture: A Multimodal Dataset for Chinese Pun Rebus Art Understanding. CoRR Tuo Zhang, Tiantian Feng, Yibin Ni, Mengqin Cao, Ruying Liu, Katharine Butler, Yanjun Weng, Mi Zhang, Shrikanth S. Narayanan, Salman Avestimehr
2024	J	`jnl`	D2O: Dynamic Discriminative Operations for Efficient Generative Inference of Large Language Models. CoRR Zhongwei Wan, Xinjian Wu, Yu Zhang, Yi Xin, Chaofan Tao, Zhihong Zhu, Xin Wang, Siqi Luo, Jing Xiong, Mi Zhang
2024	A*	`conf`	Demeter-Demo: Demonstrating Cross-soil LPWAN with Low-cost Signal Polarization Alignment. MobiCom Yidong Ren, Yawen Wang, Younsuk Dong, Shigang Chen, Mi Zhang, Jiliang Tang, Zhichao Cao
2024	A*	`conf`	Demeter: Reliable Cross-soil LPWAN with Low-cost Signal Polarization Alignment. MobiCom Yidong Ren, Wei Sun, Jialuo Du, Huaili Zeng, Younsuk Dong, Mi Zhang, Shigang Chen, Yunhao Liu, Tianxing Li, Zhichao Cao
2024	Misc	`conf`	ETP: Learning Transferable ECG Representations via ECG-Text Pre-Training. ICASSP Che Liu, Zhongwei Wan, Sibo Cheng, Mi Zhang, Rossella Arcucci
2024	J	`jnl`	Efficient Large Language Models: A Survey. Trans. Mach. Learn. Res. Zhongwei Wan, Xin Wang, Che Liu, Samiul Alam, Yu Zheng, Jiachen Liu, Zhongnan Qu, Shen Yan, Yi Zhu, Quanlu Zhang, Mosharaf Chowdhury, Mi Zhang
2024	J	`jnl`	Electrocardiogram Instruction Tuning for Report Generation. CoRR Zhongwei Wan, Che Liu, Xin Wang, Chaofan Tao, Hui Shen, Zhenwu Peng, Jie Fu, Rossella Arcucci, Huaxiu Yao, Mi Zhang
2024	—	`conf`	Famba-V: Fast Vision Mamba with Cross-Layer Token Fusion. ECCV Workshops (11) Hui Shen, Zhongwei Wan, Xin Wang, Mi Zhang
2024	J	`jnl`	Famba-V: Fast Vision Mamba with Cross-Layer Token Fusion. CoRR Hui Shen, Zhongwei Wan, Xin Wang, Mi Zhang
2024	J	`jnl`	FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things. J. Data-centric Mach. Learn. Res. Samiul Alam, Tuo Zhang, Tiantian Feng, Hui Shen, Zhichao Cao, Dong Zhao, JeongGil Ko, Kiran K. Somasundaram, Shrikanth Narayanan, Salman Avestimehr, Mi Zhang
2024	J	`jnl`	IoT in the Era of Generative AI: Vision and Challenges. CoRR Xin Wang, Zhongwei Wan, Arvin Hekmati, Mingyu Zong, Samiul Alam, Mi Zhang, Bhaskar Krishnamachari
2024	J	`jnl`	SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression. CoRR Xin Wang, Yu Zheng, Zhongwei Wan, Mi Zhang
2024	J	`jnl`	The Internet of Things in the Era of Generative AI: Vision and Challenges. IEEE Internet Comput. Xin Wang, Zhongwei Wan, Arvin Hekmati, Mingyu Zong, Samiul Alam, Mi Zhang, Bhaskar Krishnamachari
2024	J	`jnl`	WiCGesture: Meta-Motion-Based Continuous Gesture Recognition With Wi-Fi. IEEE Internet Things J. Ruiyang Gao, Wenwei Li, Jinyi Liu, Shuyu Dai, Mi Zhang, Leye Wang, Daqing Zhang
2024	J	`jnl`	WiVelo: Fine-grained Wi-Fi Walking Velocity Estimation. ACM Trans. Sens. Networks Zhichao Cao, Chenning Li, Li Liu, Mi Zhang
2023	J	`jnl`	Adaptive RiskAware Bidding with Budget Constraint in Display Advertising. SIGKDD Explor. Zhimeng Jiang, Kaixiong Zhou, Mi Zhang, Rui Chen, Xia Hu, Soo-Hyun Choi
2023	J	`jnl`	AttFL: A Personalized Federated Learning Framework for Time-series Mobile and Embedded Sensor Data Processing. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. JaeYeon Park, Kichang Lee, Sungmin Lee, Mi Zhang, JeongGil Ko
2023	J	`jnl`	AutoTaskFormer: Searching Vision Transformers for Multi-task Learning. CoRR Yang Liu, Shen Yan, Yuge Zhang, Kan Ren, Quanlu Zhang, Zebin Ren, Deng Cai, Mi Zhang
2023	J	`jnl`	Client Selection in Federated Learning: Principles, Challenges, and Opportunities. IEEE Internet Things J. Lei Fu, Huanle Zhang, Ge Gao, Mi Zhang, Xin Liu
2023	J	`jnl`	ETP: Learning Transferable ECG Representations via ECG-Text Pre-training. CoRR Che Liu, Zhongwei Wan, Sibo Cheng, Mi Zhang, Rossella Arcucci
2023	J	`jnl`	Efficient Large Language Models: A Survey. CoRR Zhongwei Wan, Xin Wang, Che Liu, Samiul Alam, Yu Zheng, Jiachen Liu, Zhongnan Qu, Shen Yan, Yi Zhu, Quanlu Zhang, Mosharaf Chowdhury, Mi Zhang
2023	J	`jnl`	FedAIoT: A Federated Learning Benchmark for Artificial Intelligence of Things. CoRR Samiul Alam, Tuo Zhang, Tiantian Feng, Hui Shen, Zhichao Cao, Dong Zhao, JeongGil Ko, Kiran K. Somasundaram, Shrikanth S. Narayanan, Salman Avestimehr, Mi Zhang
2023	Misc	`conf`	FedAudio: A Federated Learning Benchmark for Audio Tasks. ICASSP Tuo Zhang, Tiantian Feng, Samiul Alam, Sunwoo Lee, Mi Zhang, Shrikanth S. Narayanan, Salman Avestimehr
2023	J	`jnl`	FedMultimodal: A Benchmark For Multimodal Federated Learning. CoRR Tiantian Feng, Digbalay Bose, Tuo Zhang, Rajat Hebbar, Anil Ramakrishna, Rahul Gupta, Mi Zhang, Salman Avestimehr, Shrikanth Narayanan
2023	A*	`conf`	FedMultimodal: A Benchmark for Multimodal Federated Learning. KDD Tiantian Feng, Digbalay Bose, Tuo Zhang, Rajat Hebbar, Anil Ramakrishna, Rahul Gupta, Mi Zhang, Salman Avestimehr, Shrikanth Narayanan
2023	J	`jnl`	Federated Learning Hyperparameter Tuning From a System Perspective. IEEE Internet Things J. Huanle Zhang, Lei Fu, Mi Zhang, Pengfei Hu, Xiuzhen Cheng, Prasant Mohapatra, Xin Liu
2023	J	`jnl`	GPT-FL: Generative Pre-trained Model-Assisted Federated Learning. CoRR Tuo Zhang, Tiantian Feng, Samiul Alam, Mi Zhang, Shrikanth S. Narayanan, Salman Avestimehr
2023	A*	`conf`	Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias. NeurIPS Zhongwei Wan, Che Liu, Mi Zhang, Jie Fu, Benyou Wang, Sibo Cheng, Lei Ma, César Quilodrán Casas, Rossella Arcucci
2023	J	`jnl`	Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias. CoRR Zhongwei Wan, Che Liu, Mi Zhang, Jie Fu, Benyou Wang, Sibo Cheng, Lei Ma, César Quilodrán Casas, Rossella Arcucci
2023	J	`jnl`	NELoRa-Bench: A Benchmark for Neural-enhanced LoRa Demodulation. CoRR Jialuo Du, Yidong Ren, Mi Zhang, Yunhao Liu, Zhichao Cao
2023	—	`conf`	TimelyFL: Heterogeneity-aware Asynchronous Federated Learning with Adaptive Partial Training. CVPR Workshops Tuo Zhang, Lei Gao, Sunwoo Lee, Mi Zhang, Salman Avestimehr
2023	J	`jnl`	TimelyFL: Heterogeneity-aware Asynchronous Federated Learning with Adaptive Partial Training. CoRR Tuo Zhang, Lei Gao, Sunwoo Lee, Mi Zhang, Salman Avestimehr
2022	J	`jnl`	Adaptive Risk-Aware Bidding with Budget Constraint in Display Advertising. CoRR Zhimeng Jiang, Kaixiong Zhou, Mi Zhang, Rui Chen, Xia Hu, Soo-Hyun Choi
2022	J	`jnl`	Client Selection in Federated Learning: Principles, Challenges, and Opportunities. CoRR Lei Fu, Huanle Zhang, Ge Gao, Huajie Wang, Mi Zhang, Xin Liu
2022	A*	`conf`	Deep AutoAugment. ICLR Yu Zheng, Zhi Zhang, Shen Yan, Mi Zhang
2022	J	`jnl`	Deep AutoAugment. CoRR Yu Zheng, Zhi Zhang, Shen Yan, Mi Zhang
2022	J	`jnl`	FedAudio: A Federated Learning Benchmark for Audio Tasks. CoRR Tuo Zhang, Tiantian Feng, Samiul Alam, Sunwoo Lee, Mi Zhang, Shrikanth S. Narayanan, Salman Avestimehr
2022	A*	`conf`	FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction. NeurIPS Samiul Alam, Luyang Liu, Ming Yan, Mi Zhang
2022	J	`jnl`	FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction. CoRR Samiul Alam, Luyang Liu, Ming Yan, Mi Zhang
2022	Misc	`conf`	FedSEA: A Semi-Asynchronous Federated Learning Framework for Extremely Heterogeneous Devices. SenSys Jingwei Sun, Ang Li, Lin Duan, Samiul Alam, Xuliang Deng, Xin Guo, Haiming Wang, Maria Gorlatova, Mi Zhang, Hai Li, Yiran Chen
2022	—	`conf`	FedTune: Automatic Tuning of Federated Learning Hyper-Parameters from System Perspective. MILCOM Huanle Zhang, Mi Zhang, Xin Liu, Prasant Mohapatra, Michael DeLucia
2022	J	`jnl`	Federated Learning Hyper-Parameter Tuning from a System Perspective. CoRR Huanle Zhang, Lei Fu, Mi Zhang, Pengfei Hu, Xiuzhen Cheng, Prasant Mohapatra, Xin Liu
2022	J	`jnl`	Federated Learning for the Internet of Things: Applications, Challenges, and Opportunities. IEEE Internet Things Mag. Tuo Zhang, Lei Gao, Chaoyang He, Mi Zhang, Bhaskar Krishnamachari, Amir Salman Avestimehr
2022	A*	`conf`	Multiview Transformers for Video Recognition. CVPR Shen Yan, Xuehan Xiong, Anurag Arnab, Zhichao Lu, Mi Zhang, Chen Sun, Cordelia Schmid
2022	J	`jnl`	Multiview Transformers for Video Recognition. CoRR Shen Yan, Xuehan Xiong, Anurag Arnab, Zhichao Lu, Mi Zhang, Chen Sun, Cordelia Schmid
2022	J	`jnl`	NELoRa: Neural-enhanced Demodulation for Low-Power WANs. GetMobile Mob. Comput. Commun. Chenning Li, Hanqing Guo, Shuai Tong, Zhichao Cao, Mi Zhang, Qiben Yang, Li Xiao, Jiliang Wang, Yunhao Liu
2022	A*	`conf`	PyramidFL: a fine-grained client selection framework for efficient federated learning. MobiCom Chenning Li, Xiao Zeng, Mi Zhang, Zhichao Cao
2022	J	`jnl`	Video-Text Modeling with Zero-Shot Transfer from Contrastive Captioners. CoRR Shen Yan, Tao Zhu, Zirui Wang, Yuan Cao, Mi Zhang, Soham Ghosh, Yonghui Wu, Jiahui Yu
2022	B	`conf`	WiVelo: Fine-grained Walking Velocity Estimation for Wi-Fi Passive Tracking. SECON Chenning Li, Li Liu, Zhichao Cao, Mi Zhang
2022	J	`jnl`	WiVelo: Fine-grained Walking Velocity Estimation for Wi-Fi Passive Tracking. CoRR Chenning Li, Li Liu, Zhichao Cao, Mi Zhang
2021	J	`jnl`	A Field Guide to Federated Optimization. CoRR Jianyu Wang, Zachary Charles, Zheng Xu, Gauri Joshi, H. Brendan McMahan, Blaise Agüera y Arcas, Maruan Al-Shedivat, Galen Andrew, Salman Avestimehr, Katharine Daly, Deepesh Data, Suhas N. Diggavi, Hubert Eichner, Advait Gadhikar, Zachary Garrett, Antonious M. Girgis, Filip Hanzely, Andrew Hard, Chaoyang He, Samuel Horváth, Zhouyuan Huo, Alex Ingerman, Martin Jaggi, Tara Javidi, Peter Kairouz, Satyen Kale, Sai Praneeth Karimireddy, Jakub Konecný, Sanmi Koyejo, Tian Li, Luyang Liu, Mehryar Mohri, Hang Qi, Sashank J. Reddi, Peter Richtárik, Karan Singhal, Virginia Smith, Mahdi Soltanolkotabi, Weikang Song, Ananda Theertha Suresh, Sebastian U. Stich, Ameet Talwalkar, Hongyi Wang, Blake E. Woodworth, Shanshan Wu, Felix X. Yu, Honglin Yuan, Manzil Zaheer, Mi Zhang, Tong Zhang, Chunxiang Zheng, Chen Zhu, Wennan Zhu
2021	J	`jnl`	Automatic Tuning of Federated Learning Hyper-Parameters from System Perspective. CoRR Huanle Zhang, Mi Zhang, Xin Liu, Prasant Mohapatra, Michael DeLucia
2021	A*	`conf`	CATE: Computation-aware Neural Architecture Encoding with Transformers. ICML Shen Yan, Kaiqiang Song, Fei Liu, Mi Zhang
2021	J	`jnl`	CATE: Computation-aware Neural Architecture Encoding with Transformers. CoRR Shen Yan, Kaiqiang Song, Zhe Feng, Mi Zhang
2021	A*	`conf`	DeepLoRa: Learning Accurate Path Loss Model for Long Distance Links in LPWAN. INFOCOM Li Liu, Yuguang Yao, Zhichao Cao, Mi Zhang
2021	Misc	`conf`	FedMask: Joint Computation and Communication-Efficient Personalized Federated Learning via Heterogeneous Masking. SenSys Ang Li, Jingwei Sun, Xiao Zeng, Mi Zhang, Hai Li, Yiran Chen
2021	J	`jnl`	Federated Learning for Internet of Things: Applications, Challenges, and Opportunities. CoRR Tuo Zhang, Lei Gao, Chaoyang He, Mi Zhang, Bhaskar Krishnamachari, Salman Avestimehr
2021	Misc	`conf`	Mercury: Efficient On-Device Distributed DNN Training via Stochastic Importance Sampling. SenSys Xiao Zeng, Ming Yan, Mi Zhang
2021	Misc	`conf`	NELoRa: Towards Ultra-low SNR LoRa Communication with Neural-enhanced Demodulation. SenSys Chenning Li, Hanqing Guo, Shuai Tong, Xiao Zeng, Zhichao Cao, Mi Zhang, Qiben Yan, Li Xiao, Jiliang Wang, Yunhao Liu
2021	J	`jnl`	The Untold Secrets of WiFi-Calling Services: Vulnerabilities, Attacks, and Countermeasures. IEEE Trans. Mob. Comput. Tian Xie, Guan-Hua Tu, Bangjie Yin, Chi-Yu Li, Chunyi Peng, Mi Zhang, Hui Liu, Xiaoming Liu
2021	J	`jnl`	Towards Position-Independent Sensing for Gesture Recognition with Wi-Fi. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Ruiyang Gao, Mi Zhang, Jie Zhang, Yang Li, Enze Yi, Dan Wu, Leye Wang, Daqing Zhang
2020	J	`jnl`	Deep Learning in the Era of Edge Computing: Challenges and Opportunities. CoRR Mi Zhang, Faen Zhang, Nicholas D. Lane, Yuanchao Shu, Xiao Zeng, Biyi Fang, Shen Yan, Hui Xu
2020	B	`conf`	Deep Subclass Linear Discriminant Analysis For Multimodal Feature Space Learning. ICIP Abin Jose, Shen Yan, Mi Zhang, Jens-Rainer Ohm
2020	Misc	`conf`	Distream: scaling live video analytics with workload-adaptive distributed edge intelligence. SenSys Xiao Zeng, Biyi Fang, Haichen Shen, Mi Zhang
2020	A*	`conf`	Does Unsupervised Architecture Representation Learning Help Neural Architecture Search? NeurIPS Shen Yan, Yu Zheng, Wei Ao, Xiao Zeng, Mi Zhang
2020	J	`jnl`	Does Unsupervised Architecture Representation Learning Help Neural Architecture Search? CoRR Shen Yan, Yu Zheng, Wei Ao, Xiao Zeng, Mi Zhang
2020	J	`jnl`	FedML: A Research Library and Benchmark for Federated Machine Learning. CoRR Chaoyang He, Songze Li, Jinhyun So, Mi Zhang, Hongyi Wang, Xiaoyang Wang, Praneeth Vepakomma, Abhishek Singh, Hang Qiu, Li Shen, Peilin Zhao, Yan Kang, Yang Liu, Ramesh Raskar, Qiang Yang, Murali Annavaram, Salman Avestimehr
2020	Misc	`conf`	FlexDNN: Input-Adaptive On-Device Deep Learning for Efficient Mobile Vision. SEC Biyi Fang, Xiao Zeng, Faen Zhang, Hui Xu, Mi Zhang
2020	—	`conf`	MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution. ECCV (1) Taojiannan Yang, Sijie Zhu, Chen Chen, Shen Yan, Mi Zhang, Andrew R. Willis
2020	A*	`conf`	SCYLLA: QoE-aware Continuous Mobile Vision with FPGA-based Dynamic Deep Neural Network Reconfiguration. INFOCOM Shuang Jiang, Zhiyao Ma, Xiao Zeng, Chenren Xu, Mi Zhang, Chen Zhang, Yunxin Liu
2020	A	`conf`	SecWIR: securing smart home IoT communications via wi-fi routers with embedded intelligence. MobiSys Xinyu Lei, Guan-Hua Tu, Chi-Yu Li, Tian Xie, Mi Zhang
2020	Misc	`conf`	Wi-fi see it all: generative adversarial network-augmented versatile wi-fi imaging. SenSys Chenning Li, Zheng Liu, Yuguang Yao, Zhichao Cao, Mi Zhang, Yunhao Liu
2019	J	`jnl`	A closer look at network resolution for efficient network design. CoRR Taojiannan Yang, Sijie Zhu, Shen Yan, Mi Zhang, Andrew R. Willis, Chen Chen
2019	J	`jnl`	Communication Challenges in the IoT. IEEE Pervasive Comput. Mi Zhang, Xiaofan Fred Jiang, Steve Hodges
2019	—	`conf`	HM-NAS: Efficient Neural Architecture Search via Hierarchical Masking. ICCV Workshops Shen Yan, Biyi Fang, Faen Zhang, Yu Zheng, Xiao Zeng, Mi Zhang, Hui Xu
2019	J	`jnl`	HM-NAS: Efficient Neural Architecture Search via Hierarchical Masking. CoRR Shen Yan, Biyi Fang, Faen Zhang, Yu Zheng, Xiao Zeng, Hui Xu, Mi Zhang
2019	J	`jnl`	Mobile Sensing of Alertness, Sleep, and Circadian Rhythm: Hardware & Software Platforms. GetMobile Mob. Comput. Commun. Akane Sano, Tauhidur Rahman, Mi Zhang, Deepak Ganesan, Tanzeem Choudhury
2018	A*	`conf`	NestDNN: Resource-Aware Multi-Tenant On-Device Deep Learning for Continuous Mobile Vision. MobiCom Biyi Fang, Xiao Zeng, Mi Zhang
2018	J	`jnl`	NestDNN: Resource-Aware Multi-Tenant On-Device Deep Learning for Continuous Mobile Vision. CoRR Biyi Fang, Xiao Zeng, Mi Zhang
2018	—	`conf`	The Dark Side of Operational Wi-Fi Calling Services. CNS Tian Xie, Guan-Hua Tu, Chi-Yu Li, Chunyi Peng, Jiawei Li, Mi Zhang
2018	J	`jnl`	The Untold Secrets of Operational Wi-Fi Calling Services: Vulnerabilities, Attacks, and Countermeasures. CoRR Tian Xie, Guan-Hua Tu, Bangjie Yin, Chi-Yu Li, Chunyi Peng, Mi Zhang, Hui Liu, Xiaoming Liu
2018	J	`jnl`	When Mixed Reality meets Internet of Things: Toward the Realization of Ubiquitous Mixed Reality. GetMobile Mob. Comput. Commun. Taiwoo Park, Mi Zhang, Youngki Lee
2018	J	`jnl`	When Virtual Reality Meets Internet of Things in the Gym: Enabling Immersive Interactive Machine Exercises. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Fazlay Rabbi, Taiwoo Park, Biyi Fang, Mi Zhang, Youngki Lee
2017	Misc	`conf`	DeepASL: Enabling Ubiquitous and Non-Intrusive Word and Sentence-Level Sign Language Translation. SenSys Biyi Fang, Jillian Co, Mi Zhang
2016	Misc	`conf`	AirSense: an intelligent home-based sensing system for indoor air quality analytics. UbiComp Biyi Fang, Qiumin Xu, Taiwoo Park, Mi Zhang
2016	—	`conf`	Demo: Towards Immersive and Interactive Gym Exercises. MobiSys (Companion Volume) Fazlay Rabbi, Taiwoo Park, Biyi Fang, Mi Zhang, Youngki Lee, Rajiv Ranganathan
2016	—	`conf`	HeadScan: A Wearable System for Radio-Based Sensing of Head and Mouth-Related Activities. IPSN Biyi Fang, Nicholas D. Lane, Mi Zhang, Fahim Kawsar
2016	—	`conf`	Poster: Towards Radio-based Sensing on Wearables. MobiSys (Companion Volume) Biyi Fang, Nicholas D. Lane, Mi Zhang, Aidan Boran, Fahim Kawsar
2015	—	`conf`	An intelligent crowd-worker selection approach for reliable content labeling of food images. Wireless Health Mashfiqui Rabbi, Jean Marcel dos Reis Costa, Fabian Okeke, Max Schachere, Mi Zhang, Tanzeem Choudhury
2015	J	`jnl`	BodyBeat: Eavesdropping on our Body Using a Wearable Microphone. GetMobile Mob. Comput. Commun. Tauhidur Rahman, Alexander Travis Adams, Mi Zhang, Erin Cherry, Tanzeem Choudhury
2015	Misc	`conf`	DoppleSleep: a contactless unobtrusive sleep sensing system using short-range Doppler radar. UbiComp Tauhidur Rahman, Alexander Travis Adams, Ruth Vinisha Ravichandran, Mi Zhang, Shwetak N. Patel, Julie A. Kientz, Tanzeem Choudhury
2015	C	`conf`	Feasibility of B-mode diagnostic ultrasonic energy transfer and telemetry to a cm ISCAS Biyi Fang, Tao Feng, Mi Zhang, Shantanu Chakrabartty
2015	Misc	`conf`	MyBehavior: automatic personalized health feedback from user behaviors and preferences using smartphones. UbiComp Mashfiqui Rabbi, Min Hane Aung, Mi Zhang, Tanzeem Choudhury
2015	—	`conf`	The relationship between clinical, momentary, and sensor-based assessment of depression. PervasiveHealth Sohrab Saeb, Mi Zhang, Mary J. Kwasny, Christopher J. Karr, Konrad P. Körding, David C. Mohr
2014	A	`conf`	BodyBeat: a mobile system for sensing non-speech body sounds. MobiSys Tauhidur Rahman, Alexander Travis Adams, Mi Zhang, Erin Cherry, Bobby Zhou, Huaishu Peng, Tanzeem Choudhury
2014	—	`conf`	Towards accurate non-intrusive recollection of stress levels using mobile sensing and contextual recall. PervasiveHealth Tauhidur Rahman, Mi Zhang, Stephen Voida, Tanzeem Choudhury
2013	J	`jnl`	Human Daily Activity Recognition With Sparse Representation Using Wearable Sensors. IEEE J. Biomed. Health Informatics Mi Zhang, Alexander A. Sawchuk
2013	Misc	`conf`	Towards practical energy expenditure estimation with mobile phones. ACSSC Harshvardhan Vathsangam, Mi Zhang, Alexander Tarashansky, Alexander A. Sawchuk, Gaurav S. Sukhatme
2012	Misc	`conf`	A preliminary study of sensing appliance usage for human activity recognition using mobile magnetometer. UbiComp Mi Zhang, Alexander A. Sawchuk
2012	—	`conf`	Beyond the standard clinical rating scales: Fine-grained assessment of post-stroke motor functionality using wearable inertial sensors. EMBC Mi Zhang, Belinda Lange, Chien-Yen Chang, Alexander A. Sawchuk, Albert A. Rizzo
2012	C	`conf`	Co-recognition of Human Activity and Sensor Location via Compressed Sensing in Wearable Body Sensor Networks. BSN Wenyao Xu, Mi Zhang, Alexander A. Sawchuk, Majid Sarrafzadeh
2012	—	`conf`	Motion primitive-based human activity recognition using a bag-of-features approach. IHI Mi Zhang, Alexander A. Sawchuk
2012	J	`jnl`	Robust Human Activity and Sensor Location Corecognition via Sparse Signal Representation. IEEE Trans. Biomed. Eng. Wenyao Xu, Mi Zhang, Alexander A. Sawchuk, Majid Sarrafzadeh
2012	B	`conf`	Sparse representation for motion primitive-based human activity modeling and recognition using wearable sensors. ICPR Mi Zhang, Wenyao Xu, Alexander A. Sawchuk, Majid Sarrafzadeh
2012	—	`conf`	Towards pervasive physical rehabilitation using Microsoft Kinect. PervasiveHealth Chien-Yen Chang, Belinda Lange, Mi Zhang, Sebastian Koenig, Phil Requejo, Noom Somboon, Alexander A. Sawchuk, Albert A. Rizzo
2012	Misc	`conf`	USC-HAD: a daily activity dataset for ubiquitous activity recognition using wearable sensors. UbiComp Mi Zhang, Alexander A. Sawchuk
2011	—	`conf`	A feature selection-based framework for human activity recognition using wearable multimodal sensors. BODYNETS Mi Zhang, Alexander A. Sawchuk
2011	—	`conf`	Context-aware fall detection using a Bayesian network. CASEMANS@Ubicomp Mi Zhang, Alexander A. Sawchuk
2011	—	`conf`	Manifold Learning and Recognition of Human Activity Using Body-Area Sensors. ICMLA (2) Mi Zhang, Alexander A. Sawchuk
2009	—	`conf`	OCRdroid: A Framework to Digitize Text Using Mobile Phones. MobiCASE Mi Zhang, Anand Joshi, Ritesh Kadmawala, Karthik Dantu, Sameera Poduri, Gaurav S. Sukhatme