| 2026 | ACL | From Off-Policy to On-Policy: Enhancing GUI Agents via Bi-level Expert-to-Policy Assimilation. | Zezhou Wang, Ziyun Zhang, Xiaoyi Zhang, Zhuzhong Qian, Yan Lu |
| 2025 | EMNLP | Optimizing Cross-Client Domain Coverage for Federated Instruction Tuning of Large Language Models. | Zezhou Wang, Yaxin Du, Xingjun Ma, Yu-Gang Jiang, Zhuzhong Qian, Siheng Chen |
| 2025 | ICA3PP | Adaptive Data Prefetching for Real-Time Analytics: A Deep Reinforcement Learning Approach. | Ou Yangchen, Yuxin Huang, Yunfeng Sun, Qingxi Wu, Zhuzhong Qian |
| 2025 | IWQoS | Bridging the Prediction-Decision Gap: Enhancing Model Deployment and Online Service Request Forecasting in Edge Inference Systems. | Hesheng Sun, Zhuzhong Qian, Andong Zhu |
| 2024 | HPCC | PTMGS: A Cost-Optimal LLM Training Tasks Migration Method. | Gangyi Luo, Chu Xu, Hao Zheng, Siyu He, Genning Zhang, Zhuzhong Qian |
| 2024 | ICA3PP | Low-Carbon Geographically Distributed Cloud-Edge Task Scheduling. | Yingjie Zhu, Ji Qi, Zehao Wang, Shengjie Wei, Yan Chen, Tuo Cao, Gangyi Luo, Zhuzhong Qian |
| 2024 | ICDE | MACRO: Incentivizing Multi-Leader Game-Based Pareto-Efficient Crowdsourcing for Video Analytics. | Yu Chen, Sheng Zhang, Ziying Zhou, Xiaokun Wang, Yu Liang, Ning Chen, Yuting Yan, Mingjun Xiao, Jie Wu, Zhuzhong Qian, Harry Xu |
| 2024 | INFOCOM | TileSR: Accelerate On-Device Super-Resolution with Parallel Offloading in Tile Granularity. | Ning Chen, Sheng Zhang, Yu Liang, Jie Wu, Yu Chen, Yuting Yan, Zhuzhong Qian, Sanglu Lu |
| 2024 | INFOCOM | AdaStreamer: Machine-Centric High-Accuracy Multi-Video Analytics with Adaptive Neural Codecs. | Andong Zhu, Sheng Zhang, Ke Cheng, Xiaohang Shi, Zhuzhong Qian, Sanglu Lu |
| 2024 | SECON | Online Scheduling of Federated Learning with In-Network Aggregation and Flow Routing. | Mingtao Ji, Lei Jiao, Yitao Fan, Yang Chen, Zhuzhong Qian, Ji Qi, Gangyi Luo, Baoliu Ye |
| 2023 | ECAI | SDV: Simple Double Validation Model-Based Offline Reinforcement Learning. | Xun Wang, Haonan Chen, Junming Yang, Zhuzhong Qian, Bolei Zhang |
| 2023 | ICA3PP | Joint Video Transcoding and Representation Selection for Edge-Assisted Multi-party Video Conferencing. | Fanhao Kong, Tuo Cao, Zhuzhong Qian, Xiaoliang Wang, Ming Zhao, Liming Wang, Zhenjie Lin |
| 2023 | ICPADS | Accelerating Federated Learning with Adaptive Extra Local Updates upon Edge Networks. | Yitao Fan, Mingtao Ji, Zhuzhong Qian |
| 2023 | ICPADS | When CPN Meets AI: Resource Provisioning for Inference Query upon Computing Power Network. | Mingtao Ji, Zhuzhong Qian, Baoliu Ye |
| 2023 | ICPP | BIRP: Batch-aware Inference Workload Redistribution and Parallel Scheme for Edge Collaboration. | Hesheng Sun, Xinyi Chen, Zhuzhong Qian, Zengji Li, Ning Chen, Tuo Cao, Suwei Xu, Yitong Zhou |
| 2023 | IWQoS | Adaptive Provisioning In-band Network Telemetry at Computing Power Network [invited]. | Mingtao Ji, Chenwei Su, Yuting Yan, Zhuzhong Qian, Sheng Zhang, Yu Chen, Tuo Cao, Xiaohang Shi, Luis Vasquez, Baoliu Ye |
| 2023 | SECON | Orchestrating Blockchain with Decentralized Federated Learning in Edge Networks. | Yibo Jin, Lei Jiao, Zhuzhong Qian, Ruiting Zhou, Lingjun Pu |
| 2023 | SECON | Incentivizing Edge AI with Accuracy Preserving via Online Randomized Auctions. | Mingtao Ji, Zhixin Zhang, Yuhan Zhang, Zhuzhong Qian, Tuo Cao, Chenwei Su, Baoliu Ye |
| 2022 | INFOCOM | Learning for Crowdsourcing: Online Dispatch for Video Analytics with Guarantee. | Yu Chen, Sheng Zhang, Yibo Jin, Zhuzhong Qian, Mingjun Xiao, Ning Chen, Zhi Ma |
| 2022 | IPCCC | RCM: Residue-aware Consolidation for Heterogeneous MLaaS Cluster. | Kefeng Wu, Chunlei Xu, Mingming Zhang, Xiongfeng Hu, Yibo Jin, Zhuzhong Qian |
| 2022 | IWQoS | An Online Approach for DNN Model Caching and Processor Allocation in Edge Computing. | Zhiqi Chen, Sheng Zhang, Zhi Ma, Shuai Zhang, Zhuzhong Qian, Mingjun Xiao, Jie Wu, Sanglu Lu |
| 2022 | SECON | Energy-efficient Federated Learning via Stabilization-aware On-device Update Scaling. | Suwei Xu, Yibo Jin, Zhuzhong Qian, Sheng Zhang, Ming Zhao, Zhenjie Lin, Qiang Lin, Liming Wang |
| 2022 | SECON | Focus! Provisioning Attention-aware Detection for Real-time On-device Video Analytics. | Yuting Yan, Yibo Jin, Sheng Zhang, Fangwen Cheng, Zhuzhong Qian, Sanglu Lu |
| 2021 | ICPADS | TRAN: Task Replication with Guarantee via Multi-armed Bandit. | Yitong Zhou, Bowen Peng, Jingmian Wang, Weiwei Miao, Zeng Zeng, Yibo Jin, Sheng Zhang, Zhuzhong Qian |
| 2021 | INFOCOM | Learning for Learning: Predictive Online Control of Federated Learning with Edge Provisioning. | Yibo Jin, Lei Jiao, Zhuzhong Qian, Sheng Zhang, Sanglu Lu |
| 2021 | INFOCOM | Edge-assisted Online On-device Object Detection for Real-time Video Analytics. | Mengxi Hanyao, Yibo Jin, Zhuzhong Qian, Sheng Zhang, Sanglu Lu |
| 2021 | INFOCOM | Resource-Aware Service Function Chain Deployment in Cloud-Edge Environment. | Hao Li, Xin Li, Zhuzhong Qian, Xiaolin Qin |
| 2021 | IWQoS | Soudain: Online Adaptive Profile Configuration for Real-time Video Analytics. | Kun Wu, Yibo Jin, Weiwei Miao, Zeng Zeng, Zhuzhong Qian, Jingmian Wang, Mingxian Zhou, Tuo Cao |
| 2021 | WoWMoM | Service Placement and Bandwidth Allocation for MEC-enabled Mobile Cloud Gaming. | Tuo Cao, Zhuzhong Qian, Kun Wu, Mingxian Zhou, Yibo Jin |
| 2020 | ICDCS | Resource-Efficient and Convergence-Preserving Online Participant Selection in Federated Learning. | Yibo Jin, Lei Jiao, Zhuzhong Qian, Sheng Zhang, Sanglu Lu, Xiaoliang Wang |
| 2020 | ICDCS | Overlapped Mobile Charging for Sensor Networks. | Sheng Zhang, Yu Liang, Zhuzhong Qian, Mingjun Xiao, Jidong Ge, Jie Wu, Sanglu Lu |
| 2020 | ICPADS | Multi-user Edge-assisted Video Analytics Task Offloading Game based on Deep Reinforcement Learning. | Yu Chen, Sheng Zhang, Mingjun Xiao, Zhuzhong Qian, Jie Wu, Sanglu Lu |
| 2020 | INFOCOM | Joint Configuration Adaptation and Bandwidth Allocation for Edge-based Real-time Video Analytics. | Can Wang, Sheng Zhang, Yu Chen, Zhuzhong Qian, Jie Wu, Mingjun Xiao |
| 2020 | IWQoS | GeoClone: Online Task Replication and Scheduling for Geo-Distributed Analytics under Uncertainties. | Tiantian Wang, Zhuzhong Qian, Lei Jiao, Xin Li, Sanglu Lu |
| 2020 | SECON | Provisioning Edge Inference as a Service via Online Learning. | Yibo Jin, Lei Jiao, Zhuzhong Qian, Sheng Zhang, Ning Chen, Sanglu Lu, Xiaoliang Wang |
| 2019 | ICPADS | When Learning Joins Edge: Real-Time Proportional Computation Offloading via Deep Reinforcement Learning. | Ning Chen, Sheng Zhang, Zhuzhong Qian, Jie Wu, Sanglu Lu |
| 2019 | ICPADS | Labeling Scheduler: A Flexible Labeling-Based Jointly Scheduling Approach for Big Data Analysis. | Xin Li, Zhuzhong Qian, Jianjun Qiu, Xiaolin Qin, Jie Wu |
| 2019 | ISPA | Run Data Run! Re-Distributing Data via Piggybacking for Geo-Distributed Data Analytics. | Yefei Li, Yibo Jin, Haiyang Chen, Wenchao Xi, Mingtao Ji, Sheng Zhang, Zhuzhong Qian, Sanglu Lu |
| 2019 | ISPA | Workload-Aware Scheduling for Data Analytics upon Heterogeneous Storage. | Zhuzhong Qian, Yuan Gao, Mingtao Ji, Hui Peng, Peng Chen, Yibo Jin, Sanglu Lu |
| 2018 | GLOBECOM | A Novel Algorithm for NFV Chain Placement in Edge Computing Environments. | Zhiqi Chen, Sheng Zhang, Can Wang, Zhuzhong Qian, Mingjun Xiao, Jie Wu, Imad Jawhar |
| 2018 | GLOBECOM | Far-Sighted Multi-Stage Awasre Coflow Scheduling. | Shuai Zhang, Sheng Zhang, Xiaoda Zhang, Zhuzhong Qian, Mingjun Xiao, Jie Wu, Jidong Ge, Xiaoliang Wang |
| 2018 | HPSR | Nem: Toward Fine-grained Load Balancing through RNIC EC Offloading. | Xiaoliang Wang, Cam-Tu Nguyen, Baoliu Ye, Zhuzhong Qian, Bin Tang, Wenzhong Li, Sanglu Lu |
| 2018 | ICA3PP | Distancer: A Host-Based Distributed Adaptive Load Balancer for Datacenter Traffic. | Songyun Wang, Xin Li, Zhuzhong Qian, Jiabin Yuan |
| 2018 | ICPP | ran-GJS: Orchestrating Data Analytics for Heterogeneous Geo-distributed Edges. | Yibo Jin, Zhuzhong Qian, Song Guo, Sheng Zhang, Xiaoliang Wang, Sanglu Lu |
| 2018 | INFOCOM | COBRA: Toward Provably Efficient Semi-Clairvoyant Scheduling in Data Analytics Systems. | Xiaoda Zhang, Zhuzhong Qian, Sheng Zhang, Xiangbo Li, Xiaoliang Wang, Sanglu Lu |
| 2018 | IWQoS | Collaborative Interactive Wireless Charging in a Cyclic Mobispace. | Rui Zhang, Sheng Zhang, Zhuzhong Qian, Mingjun Xiao, Jie Wu, Jidong Ge, Sanglu Lu |
| 2018 | UIC | Fine-Grained Task-Dependency Offloading in Mobile Cloud Computing. | Shengli Pan, Chun Liu, Deze Zeng, Hong Yao, Zhuzhong Qian |
| 2018 | UIC | Cost Efficient State-Aware Function Placement and Flow Scheduling for NFV Networks. | Deze Zeng, Lin Gu, Yunsong Chen, Shengli Pan, Zhuzhong Qian |
| 2017 | GLOBECOM | Modeling and Deploying Networklet. | Sheng Zhang, Yu Liang, Zhuzhong Qian, Mingjun Xiao, Jie Wu, Fanyu Kong, Sanglu Lu |
| 2017 | ICDCS | Networklet: Concept and Deployment. | Sheng Zhang, Yu Liang, Zhuzhong Qian, Mingjun Xiao, Jie Wu, Fanyu Kong, Sanglu Lu |
| 2017 | ICPADS | Ambula: Build Communication Lifeline of Corporations During Emergency. | An Xie, Xiao Zhang, Xiaoliang Wang, Zhuzhong Qian, Sanglu Lu |
| 2017 | ICPADS | A Virtual Middleboxes Network Placement Algorithm in Multi-tenant Datacenter Networks. | Xuewei Zhang, Xiaoliang Wang, Cam-Tu Nguyen, Jian Wang, Zhuzhong Qian, Sanglu Lu |
| 2017 | IPCCC | Towards location-aware joint job and data assignment in cloud data centers with NVM. | Xin Li, Jie Wu, Zhuzhong Qian, Shaojie Tang, Sanglu Lu |
| 2017 | ISPA | Edge Cloud Capacity Allocation for Low Delay Computing on Mobile Devices. | Can Wang, Sheng Zhang, Huyin Zhang, Zhuzhong Qian, Sanglu Lu |
| 2017 | ISPA | Pattern-Aware Reliable Virtual Network Function Chain Deployment. | Xin Zhang, Zhuzhong Qian, Sheng Zhang, Sanglu Lu |
| 2017 | IWQoS | Rethinking transfer optimization in a datacenter: Integrating load balancing with multipath flow control. | Zhuzhong Qian, Kaiyuan Wen, Sheng Zhang, Xiaoliang Wang, Sanglu Lu |
| 2016 | ICDCS | OmniFlow: Coupling Load Balancing with Flow Control in Datacenter Networks. | Kaiyuan Wen, Zhuzhong Qian, Sheng Zhang, Sanglu Lu |
| 2016 | INFOCOM | Scheduling parallelizable task in self-organized cloudlet using Hermes. | Ming Jiang, Sheng Zhang, Kangkang Wu, Yutong Li, Zhuzhong Qian, Sanglu Lu |
| 2016 | Networking | Consolidating flows with implicit deadlines for energy-proportional data center networks. | Xiaoda Zhang, Zhuzhong Qian, Sheng Zhang, Kui Wu, Sanglu Lu |
| 2016 | PDCAT | Dynamic Load Balancing for Physical Servers in Virtualized Environment. | Mingming Zhang, Songyun Wang, Gaopan Huang, Yefei Li, Sheng Zhang, Zhuzhong Qian |
| 2016 | TrustCom | Workload-Aware Scheduling Across Geo-distributed Data Centers. | Yibo Jin, Yuan Gao, Zhuzhong Qian, Mingyu Zhai, Hui Peng, Sanglu Lu |
| 2016 | TrustCom | FairShare: Dynamic Max-Min Fairness Bandwidth Allocation in Datacenters. | Jianbang Tian, Zhuzhong Qian, Mianxiong Dong, Sanglu Lu |
| 2016 | TrustCom | Virtual Network Deployment in Hybrid Data Center Networks. | Wei Zhang, Sheng Zhang, Zhuzhong Qian, Kaiyuan Wen, Sanglu Lu |
| 2015 | DASFAA | Pricing Strategies for Maximizing Viral Advertising in Social Networks. | Bolei Zhang, Zhuzhong Qian, Wenzhong Li, Sanglu Lu |
| 2015 | ICA3PP | BiTEM: A Two-Tier Energy Efficient Resource Management Framework for Real-Time Tasks in Clusters. | Wei Huang, Jin Shi, Zhen Wang, Zhuzhong Qian |
| 2015 | INFOCOM | P | Sheng Zhang, Zhuzhong Qian, Fanyu Kong, Jie Wu, Sanglu Lu |
| 2014 | ICA3PP | Network-Aware Re-Scheduling: Towards Improving Network Performance of Virtual Machines in a Data Center. | Gangyi Luo, Zhuzhong Qian, Mianxiong Dong, Kaoru Ota, Sanglu Lu |
| 2014 | ICCCN | Leveraging tenant flexibility in resource allocation for virtual networks. | Sheng Zhang, Zhuzhong Qian, Jie Wu, Sanglu Lu |
| 2014 | ICPADS | Be a good neighbour: Characterizing performance interference of virtual machines under xen virtualization environments. | Ruiqing Chi, Zhuzhong Qian, Sanglu Lu |
| 2014 | ICPADS | Don't be fat: Towards efficient online flow scheduling in data center networks. | Hao Wu, Zhuzhong Qian, Xin Li, Sanglu Lu |
| 2013 | GLOBECOM | Breaking the atomicity of virtual network embedding. | Kaiyuan Wen, Zhuzhong Qian, Sanglu Lu |
| 2013 | PAKDD | Tracing Influential Nodes in a Social Network with Competing Information. | Bolei Zhang, Zhuzhong Qian, Xiaoliang Wang, Sanglu Lu |
| 2012 | INFOCOM | An Opportunistic Resource Sharing and Topology-Aware mapping framework for virtual networks. | Sheng Zhang, Zhuzhong Qian, Jie Wu, Sanglu Lu |
| 2011 | EUC | Multicast Lifetime Maximization Using Network Coding in Lossy Wireless Ad Hoc Networks. | Chih-Hao Hsu, Peng Li, Song Guo, Shui Yu, Zhuzhong Qian |
| 2011 | GLOBECOM | Opportunistic Bandwidth Sharing for Virtual Network Mapping. | Sheng Zhang, Zhuzhong Qian, Bin Tang, Jie Wu, Sanglu Lu |
| 2010 | CISIS | A Dynamic Host Selection Algorithm for Layered Data Storage Architecture in a Pervasive Space. | Zhuzhong Qian, Ilsun You, Youyou Lu, Sanglu Lu |
| 2010 | SAC | A general energy optimization model for wireless networks using configurable antennas. | Song Guo, Zhuzhong Qian, Sanglu Lu |
| 2009 | CISIS | A Parameter-Based Scheme for Service Composition in Pervasive Computing Environment. | Zhenghui Wang, Tianyin Xu, Zhuzhong Qian, Sanglu Lu |
| 2009 | GLOBECOM | Context-Aware Multimedia Processing System in a Pervasive Environment. | Zhuzhong Qian, Song Guo, Minyi Guo, Sanglu Lu |
| 2009 | ISPA | An Efficient Algorithm for Multimedia Delivery in Pervasive Space. | Sheng Zhang, Zhuzhong Qian, Minyi Guo, Sanglu Lu |
| 2009 | WCNC | Service-oriented multimedia delivery in pervasive space. | Zhuzhong Qian, Minyi Guo, Sheng Zhang, Sanglu Lu |
| 2007 | APSCC | Colored Petri Net Based Automatic Service Composition. | Zhuzhong Qian, Sanglu Lu, Li Xie |