| 2026 | AAAI | MSCFL: Model Structure-Aware Clustered Federated Learning for System Heterogeneity and Data Drift. | Yang Xu, Xiaowei Wu, Zifeng Xu, Cheng Zhang, Ju Ren, Yaoxue Zhang |
| 2026 | ACL | CoTrust: Privacy-Preserving Collaboration Between Large and Small Language Models in Trusted Execution Environments. | Zhenya Ma, Tingyi Wang, Yongheng Deng, Ziqing Qiao, Yinggui Wang, Tao Wei, Lei Wang, Ju Ren |
| 2026 | EuroSys | Scaling LLM Test-Time Compute with Mobile NPU on Smartphones. | Zixu Hao, Jianyu Wei, Tuowei Wang, Minxing Huang, Huiqiang Jiang, Shiqi Jiang, Ting Cao, Ju Ren |
| 2026 | INFOCOM | EarAuth: Towards Practical Cardiac Vibration Authentication on COTS Wireless Earbuds. | Yongjian Fu, Wenpeng Zhu, Yingjun Wu, Hao Pan, Yizhe Zhao, Guanbo Wang, Jinrui Zhang, Li Li, Yongheng Deng, Yaoxue Zhang, Ju Ren |
| 2026 | KDD | Revisiting Redundancy in Diffusion Transformers: A Temporal-Spatial Joint Caching Strategy for Efficient Sampling. | Chenxi Du, Yongheng Deng, Ju Ren, Yaoxue Zhang |
| 2026 | Mobisys | AgentProg: Empowering Long-Horizon GUI Agents with Program-guided Context Management. | Shizuo Tian, Hao Wen, Yuxuan Chen, Jiacheng Liu, Shanhui Zhao, Guohong Liu, Ju Ren, Yunxin Liu, Yuanchun Li |
| 2026 | NSDI | Bridging Storage and Execution: A Semantic Virtual Bus for On-Demand Application Streaming. | Jun Lu, Jialin Li, Yaoxue Zhang, Ju Ren |
| 2026 | WWW | PeriNet: Periodic Deep Learning Framework for Modality-Agnostic Privacy Preserving. | Yan Zhang, Yihong Song, Manzhou Li, Qiushi Li, Qi Li, Ju Ren |
| 2026 | SENSYS | RAN-Aware Delay Compensation for Delay-Sensitive Protocols in Cellular Networks. | Yuxin Liu, Tianyang Zhang, Qiang Wu, Ju Ren, Kyle Jamieson, Yaxiong Xie |
| 2025 | AAAI | ShotVL: Human-Centric Highlight Frame Retrieval via Language Queries. | Wangyu Xue, Chen Qian, Jiayi Wu, Yang Zhou, Wentao Liu, Ju Ren, Siming Fan, Yaoxue Zhang |
| 2025 | ASPLOS | Neuralink: Fast on-Device LLM Inference with Neuron Co-Activation Linking. | Tuowei Wang, Ruwen Fan, Minxing Huang, Zixu Hao, Kun Li, Ting Cao, Youyou Lu, Yaoxue Zhang, Ju Ren |
| 2025 | EMNLP | ConCISE: Confidence-guided Compression in Step-by-step Efficient Reasoning. | Ziqing Qiao, Yongheng Deng, Jiali Zeng, Dong Wang, Lai Wei, Guanbo Wang, Fandong Meng, Jie Zhou, Ju Ren, Yaoxue Zhang |
| 2025 | IWQoS | Malva: A Jitter-Aware Online Pruning Framework for DNN Inference Tasks. | Ziyan Fu, Yongheng Deng, Li Li, Yingjun Wu, Zhibo Wang, Su Yao, Yaoxue Zhang, Ju Ren |
| 2025 | IWQoS | FedAF: Alignment-Augmented Fusion for Federated Multimodal Learning with Small Labels. | Guanbo Wang, Yongheng Deng, Li Li, Yingjun Wu, Jiaqi Lv, Xinyi Li, Tuowei Wang, Yaoxue Zhang, Ju Ren |
| 2025 | MOBICOM | CGMM: Non-Invasive Continuous Glucose Monitoring in Wearables Using Metasurfaces. | Hao Pan, Yezhou Wang, Jiting Liu, Ruichun Ma, Lili Qiu, Yi-Chao Chen, Guangtao Xue, Ju Ren |
| 2025 | MOBICOM | WDNN: Weighted Diffractive Neural Network for Physical-layer RF Signal Processing. | Yezhou Wang, Yongjian Fu, Hao Pan, Qinyun Hu, Lili Qiu, Yi-Chao Chen, Guangtao Xue, Ju Ren |
| 2025 | MOBICOM | FocusX: All-in-Focus Image Synthesis for Dynamic Scenes on Mobile Devices. | Jinrui Zhang, Pengkai Li, Fengzu Li, Deyu Zhang, Wei Gao, Sheng Yue, Yaoxue Zhang, Ju Ren |
| 2025 | Mobisys | Towards Distance-Adaptive Wireless Charging. | Lili Chen, Yizhe Zhao, Shuning Wang, Linghui Zhong, Yongjian Fu, Sheng Yue, Ju Ren, Yaoxue Zhang |
| 2025 | Mobisys | CrossLM: A Data-Free Collaborative Fine-Tuning Framework for Large and Small Language Models. | Yongheng Deng, Ziqing Qiao, Ye Zhang, Zhenya Ma, Yang Liu, Ju Ren |
| 2025 | Mobisys | MetaGen: LLM-Driven Generative Framework for Intelligent Metasurface Element. | Yizhe Zhao, Lili Chen, Xinyi Li, Yue-Jiang Dong, Ju Ren, Yaoxue Zhang |
| 2025 | VTC | Cooperative and Adaptive Service Function Chain Deployment in UAV Swarm Networks. | Fuchang Xu, Haipeng Yao, Ju Ren, Jihong Yu, Zunliang Wang, Tianle Mai, Jiaqi Xu, Chenlang Jin |
| 2025 | UIST | UltraPoser: Pushing the Limits of IMU-based Full-Body Pose Estimation with Ultrasound Sensing on Consumer Wearables. | Yadong Li, Shuning Wang, Yongjian Fu, Justin Chen, Xingyu Chen, Ju Ren, Xinyu Zhang, Akshay Gadre, Ke Sun |
| 2025 | SiggraphA | MODepth: Benchmarking Mobile Multi-frame Monocular Depth Estimation with Optical Image Stabilization. | Yu Lu, Hao Pan, Dian Ding, Jiatong Ding, Yongjian Fu, Yi-Chao Chen, Ju Ren, Guangtao Xue |
| 2025 | USENIX | JENGA: Enhancing LLM Long-Context Fine-tuning with Contextual Token Sparsity. | Tuowei Wang, Xingyu Chen, Kun Li, Ting Cao, Ju Ren, Yaoxue Zhang |
| 2024 | CCS | RISiren: Wireless Sensing System Attacks via Metasurface. | Chenghan Jiang, Jinjiang Yang, Xinyi Li, Qi Li, Xinyu Zhang, Ju Ren |
| 2024 | DATE | Intelligent Hybrid Memory Scheduling Based on Page Pattern Recognition. | Yanjie Zhen, Weining Chen, Wei Gao, Ju Ren, Kang Chen, Yu Chen |
| 2024 | GLOBECOM | Flexible and Effective Cellular Traffic Data Synthesis with Large Language Model. | Sijing Duan, Feng Lyu, Jinfeng Cen, Ju Ren, Peng Yang, Yaoxue Zhang |
| 2024 | ICDCS | SecSCS: A User-Centric Secure Smart Camera System Based on Blockchain. | Xinyuan Qian, Hongwei Li, Haoyong Wang, Guowen Xu, Shengmin Xu, Ju Ren |
| 2024 | ICDCS | EdgeVPR: Transformer-Based Real-Time Video Person Re-Identification at the Edge. | Meng Sun, Ju Ren, Yaoxue Zhang |
| 2024 | ICML | How to Leverage Diverse Demonstrations in Offline Imitation Learning. | Sheng Yue, Jiani Liu, Xingyuan Hua, Ju Ren, Sen Lin, Junshan Zhang, Yaoxue Zhang |
| 2024 | ICML | OLLIE: Imitation Learning from Offline Pretraining to Online Finetuning. | Sheng Yue, Xingyuan Hua, Ju Ren, Sen Lin, Junshan Zhang, Yaoxue Zhang |
| 2024 | INFOCOM | BR-DeFedRL: Byzantine-Robust Decentralized Federated Reinforcement Learning with Fast Convergence and Communication Efficiency. | Jing Qiao, Zuyuan Zhang, Sheng Yue, Yuan Yuan, Zhipeng Cai, Xiao Zhang, Ju Ren, Dongxiao Yu |
| 2024 | INFOCOM | AeroRec: An Efficient On-Device Recommendation Framework using Federated Self-Supervised Knowledge Distillation. | Tengxi Xia, Ju Ren, Wei Rao, Qin Zu, Wenjie Wang, Shuai Chen, Yaoxue Zhang |
| 2024 | INFOCOM | Momentum-Based Federated Reinforcement Learning with Interaction and Communication Efficiency. | Sheng Yue, Xingyuan Hua, Lili Chen, Ju Ren |
| 2024 | INFOCOM | Federated Offline Policy Optimization with Dual Regularization. | Sheng Yue, Zerui Qin, Xingyuan Hua, Yongheng Deng, Ju Ren |
| 2024 | MOBICOM | Pushing Wireless Charging from Station to Travel. | Lili Chen, Bozhong Yu, Yongjian Fu, Ju Ren, Hao Pan, Jeremy Gummeson, Yaoxue Zhang |
| 2024 | MOBICOM | RFMagus: Programming the Radio Environment With Networked Metasurfaces. | Xinyi Li, Gaoteng Zhao, Ling Chen, Xinyu Zhang, Ju Ren |
| 2024 | MOBICOM | AutoMS: Automated Service for mmWave Coverage Optimization using Low-cost Metasurfaces. | Ruichun Ma, Shicheng Zheng, Hao Pan, Lili Qiu, Xingyu Chen, Liangyu Liu, Yihong Liu, Wenjun Hu, Ju Ren |
| 2024 | MOBICOM | GPMS: Enabling Indoor GNSS Positioning using Passive Metasurfaces. | Yezhou Wang, Hao Pan, Lili Qiu, Linghui Zhong, Jiting Liu, Ruichun Ma, Yi-Chao Chen, Guangtao Xue, Ju Ren |
| 2024 | Mobisys | Adaptive Metasurface-Based Acoustic Imaging using Joint Optimization. | Yongjian Fu, Yongzhao Zhang, Yu Lu, Lili Qiu, Yi-Chao Chen, Yezhou Wang, Mei Wang, Yijie Li, Ju Ren, Yaoxue Zhang |
| 2024 | Mobisys | Empowering In-Browser Deep Learning Inference on Edge Through Just-In-Time Kernel Optimization. | Fucheng Jia, Shiqi Jiang, Ting Cao, Wei Cui, Tianrui Xia, Xu Cao, Yuanchun Li, Qipeng Wang, Deyu Zhang, Ju Ren, Yunxin Liu, Lili Qiu, Mao Yang |
| 2024 | NDSS | You Can Use But Cannot Recognize: Preserving Visual Privacy in Deep Neural Networks. | Qiushi Li, Yan Zhang, Ju Ren, Qi Li, Yaoxue Zhang |
| 2024 | NSDI | Orthcatter: High-throughput In-band OFDM Backscatter with Over-the-Air Code Division. | Caihui Du, Jihong Yu, Rongrong Zhang, Ju Ren, Jianping An |
| 2024 | SC | Long Exposure: Accelerating Parameter-Efficient Fine-Tuning for LLMs under Shadowy Sparsity. | Tuowei Wang, Kun Li, Zixu Hao, Donglin Bai, Ju Ren, Yaoxue Zhang, Ting Cao, Mao Yang |
| 2024 | SENSYS | M3Cam: Extreme Super-resolution via Multi-Modal Optical Flow for Mobile Cameras. | Yu Lu, Dian Ding, Hao Pan, Yongjian Fu, Liyun Zhang, Feitong Tan, Ran Wang, Yi-Chao Chen, Guangtao Xue, Ju Ren |
| 2023 | CCS | Learning from Limited Heterogeneous Training Data: Meta-Learning for Unsupervised Zero-Day Web Attack Detection across Web Domains. | Peiyang Li, Ye Wang, Qi Li, Zhuotao Liu, Ke Xu, Ju Ren, Zhiying Liu, Ruilin Lin |
| 2023 | DAC | Privacy-Preserving DNN Training with Prefetched Meta-Keys on Heterogeneous Neural Network Accelerators. | Qiushi Li, Ju Ren, Yan Zhang, Chengru Song, Yiqiao Liao, Yaoxue Zhang |
| 2023 | ICLR | CLARE: Conservative Model-Based Reward Learning for Offline Inverse Reinforcement Learning. | Sheng Yue, Guanbo Wang, Wei Shao, Zhaofeng Zhang, Sen Lin, Ju Ren, Junshan Zhang |
| 2023 | INFOCOM | A Hierarchical Knowledge Transfer Framework for Heterogeneous Federated Learning. | Yongheng Deng, Ju Ren, Cheng Tang, Feng Lyu, Yang Liu, Yaoxue Zhang |
| 2023 | Mobisys | Towards Seamless Wireless Link Connection. | Lili Chen, Bozhong Yu, Ju Ren, Jeremy Gummeson, Yaoxue Zhang |
| 2023 | SENSYS | FedINC: An Exemplar-Free Continual Federated Learning Framework with Small Labeled Data. | Yongheng Deng, Sheng Yue, Tuowei Wang, Guanbo Wang, Ju Ren, Yaoxue Zhang |
| 2022 | CNSM | HSFL: An Efficient Split Federated Learning Framework via Hierarchical Organization. | Tengxi Xia, Yongheng Deng, Sheng Yue, Junyi He, Ju Ren, Yaoxue Zhang |
| 2022 | ICDCS | ENIGMA: Low-Latency and Privacy-Preserving Edge Inference on Heterogeneous Neural Network Accelerators. | Qiushi Li, Ju Ren, Xinglin Pan, Yuezhi Zhou, Yaoxue Zhang |
| 2022 | ICDCS | CODE: Compact IoT Data Collection with Precise Matrix Sampling and Efficient Inference. | Huali Lu, Feng Lyu, Ju Ren, Jiadi Yu, Fan Wu, Yaoxue Zhang, Xuemin Sherman Shen |
| 2022 | INFOCOM | Kalmia: A Heterogeneous QoS-aware Scheduling Framework for DNN Tasks on Edge Servers. | Ziyan Fu, Ju Ren, Deyu Zhang, Yuezhi Zhou, Yaoxue Zhang |
| 2022 | INFOCOM | Towards Online Privacy-preserving Computation Offloading in Mobile Edge Computing. | Xiaoyi Pang, Zhibo Wang, Jingxin Li, Ruiting Zhou, Ju Ren, Zhetao Li |
| 2022 | INFOCOM | An Efficient Two-Layer Task Offloading Scheme for MEC System with Multiple Services Providers. | Ju Ren, Jiani Liu, Yongmin Zhang, Zhaohui Li, Feng Lyu, Zhibo Wang, Yaoxue Zhang |
| 2022 | INFOCOM | Boosting Internet Card Cellular Business via User Portraits: A Case of Churn Prediction. | Fan Wu, Ju Ren, Feng Lyu, Peng Yang, Yongmin Zhang, Deyu Zhang, Yaoxue Zhang |
| 2022 | INFOCOM | Target-oriented Semi-supervised Domain Adaptation for WiFi-based HAR. | Zhipeng Zhou, Feng Wang, Jihong Yu, Ju Ren, Zhi Wang, Wei Gong |
| 2022 | IWQoS | Dynamic Pricing Scheme for Edge Computing Services: A Two-layer Reinforcement Learning Approach. | Feng Lyu, Xinyao Cai, Fan Wu, Huali Lu, Sijing Duan, Ju Ren |
| 2022 | MOBICOM | MobiDepth: real-time depth estimation using on-device dual cameras. | Jinrui Zhang, Huan Yang, Ju Ren, Deyu Zhang, Bangwen He, Ting Cao, Yuanchun Li, Yaoxue Zhang, Yunxin Liu |
| 2022 | Mobisys | CoDL: efficient CPU-GPU co-execution for deep learning inference on mobile devices. | Fucheng Jia, Deyu Zhang, Ting Cao, Shiqi Jiang, Yunxin Liu, Ju Ren, Yaoxue Zhang |
| 2022 | SENSYS | TailorFL: Dual-Personalized Federated Learning under System and Data Heterogeneity. | Yongheng Deng, Weining Chen, Ju Ren, Feng Lyu, Yang Liu, Yunxin Liu, Yaoxue Zhang |
| 2022 | SENSYS | Hyperion: A Generic and Distributed Mobile Offloading Framework on OpenCL. | Ziyan Fu, Ju Ren, Yunxin Liu, Ting Cao, Deyu Zhang, Yuezhi Zhou, Yaoxue Zhang |
| 2022 | SENSYS | SVoice: Enabling Voice Communication in Silence via Acoustic Sensing on Commodity Devices. | Yongjian Fu, Shuning Wang, Linghui Zhong, Lili Chen, Ju Ren, Yaoxue Zhang |
| 2021 | CCS | The Invisible Shadow: How Security Cameras Leak Private Activities. | Jian Gong, Xinyu Zhang, Ju Ren, Yaoxue Zhang |
| 2021 | ICDCS | SHARE: Shaping Data Distribution at Edge for Communication-Efficient Hierarchical Federated Learning. | Yongheng Deng, Feng Lyu, Ju Ren, Yongmin Zhang, Yuezhi Zhou, Yaoxue Zhang, Yuanyuan Yang |
| 2021 | INFOCOM | FAIR: Quality-Aware Federated Learning with Precise User Incentive and Model Aggregation. | Yongheng Deng, Feng Lyu, Ju Ren, Yi-Chao Chen, Peng Yang, Yuezhi Zhou, Yaoxue Zhang |
| 2021 | MOBIHOC | Inexact-ADMM Based Federated Meta-Learning for Fast and Continual Edge Learning. | Sheng Yue, Ju Ren, Jiang Xin, Sen Lin, Junshan Zhang |
| 2020 | AAAI | Attention-over-Attention Field-Aware Factorization Machine. | Zhibo Wang, Jinxin Ma, Yongquan Zhang, Qian Wang, Ju Ren, Peng Sun |
| 2020 | INFOCOM | SoSA: Socializing Static APs for Edge Resource Pooling in Large-Scale WiFi System. | Feng Lyu, Ju Ren, Peng Yang, Nan Cheng, Yaoxue Zhang, Xuemin Sherman Shen |
| 2020 | INFOCOM | Towards Pattern-aware Privacy-preserving Real-time Data Collection. | Zhibo Wang, Wenxin Liu, Xiaoyi Pang, Ju Ren, Zhe Liu, Yongle Chen |
| 2020 | INFOCOM | Adaptive Video Streaming Using Dynamic NDN Multicast in WLAN. | Fan Wu, Wang Yang, Ju Ren, Feng Lyu, Xiaojie Ding, Yaoxue Zhang |
| 2020 | VTC | Dynamic Spectrum Slicing and Optimization in SAG Integrated Vehicular Networks. | Feng Lyu, Peng Yang, Huaqing Wu, Conghao Zhou, Ju Ren, Yaoxue Zhang, Xuemin Sherman Shen |
| 2020 | SENSYS | MobiPose: real-time multi-person pose estimation on mobile devices. | Jinrui Zhang, Deyu Zhang, Xiaohui Xu, Fucheng Jia, Yunxin Liu, Xuanzhe Liu, Ju Ren, Yaoxue Zhang |
| 2019 | HPCC | PrivStream: Enabling Privacy-Preserving Inferences on IoT Data Stream at the Edge. | Dan Wang, Ju Ren, Chugui Xu, Juncheng Liu, Zhibo Wang, Yaoxue Zhang, Xuemin Shen |
| 2019 | ICDCS | Demystifying Traffic Statistics for Edge Cache Deployment in Large-Scale WiFi System. | Feng Lyu, Ju Ren, Nan Cheng, Peng Yang, Minglu Li, Yaoxue Zhang, Xuemin Shen |
| 2019 | INFOCOM | Towards Privacy-preserving Incentive for Mobile Crowdsensing Under An Untrusted Platform. | Zhibo Wang, Jingxin Li, Jiahui Hu, Ju Ren, Zhetao Li, Yanjun Li |
| 2018 | INFOCOM | Joint Selection and Scheduling of Communication Requests in Multi-Channel Wireless Networks under SINR Model. | Peng-Jun Wan, Huaqiang Yuan, Jiliang Wang, Ju Ren, Yaoxue Zhang |
| 2018 | UIC | A Succinct Provable Data Possession Mechanism for Lightweight Clients in Network Computing. | Yang Xu, Quanrun Zeng, Guojun Wang, Hao Min, Ju Ren, Yaoxue Zhang |
| 2017 | GLOBECOM | Lightweight and Privacy-Preserving Fog-Assisted Information Sharing Scheme for Health Big Data. | Wenjuan Tang, Kuan Zhang, Ju Ren, Yaoxue Zhang, Xuemin Shen |
| 2017 | ISPA | An Adaptive Android Security Extension against Privilege Escalation Attacks. | Yang Xu, Guojun Wang, Ju Ren, Yaoxue Zhang |
| 2016 | GLOBECOM | Indoor Temperature Control of Cost-Effective Smart Buildings via Real-Time Smart Grid Communications. | Ruilong Deng, Zhaohui Zhang, Ju Ren, Hao Liang |
| 2016 | GLOBECOM | Resource Allocation for Green Cloud Radio Access Networks Powered by Renewable Energy. | Deyu Zhang, Zhigang Chen, Lin X. Cai, Haibo Zhou, Ju Ren, Xuemin Shen |
| 2016 | IPCCC | An imbalanced data classification method based on automatic clustering under-sampling. | Xiaoheng Deng, Weijian Zhong, Ju Ren, Detian Zeng, Honggang Zhang |
| 2014 | GLOBECOM | Exploiting channel-aware reputation system against selective forwarding attacks in WSNs. | Ju Ren, Yaoxue Zhang, Kuan Zhang, Xuemin Sherman Shen |
| 2013 | HPCC | Analysis on the Scheduling Problem in Transparent Computing. | Ju Ren, Yaoxue Zhang, Jianer Chen |
| 2012 | ICPADS | A Parallel H.264 Encoder with CUDA: Mapping and Evaluation. | Nan Wu, Mei Wen, Huayou Su, Ju Ren, Chunyuan Zhang |
| 2011 | ICIG | A Multilevel Parallel Intra Coding for H.264/AVC Based on CUDA. | Huayou Su, Nan Wu, Chunyuan Zhang, Mei Wen, Ju Ren |
| 2010 | DSD | Software Managed Instruction Scratchpad Memory Optimization in Stream Architecture Based on Hot Code Analysis of Kernels. | Yi He, Ju Ren, Mei Wen, Qianming Yang, Nan Wu, Chunyuan Zhang |
| 2009 | HiPC | Cache streamization for high performance stream processor. | Nan Wu, Mei Wen, Ju Ren, Yi He, Changqing Xun, Wei Wu, Chunyuan Zhang |