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Zhi Zhou

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

119

Venues

50

Active years

1996–2026

Best venue rank

A*

Where they publish

Papers

119 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIStep Back to Leap Forward: Self-Backtracking for Symbolic Reasoning and Planning in Language Models.Xiao-Wen Yang, Xuan-Yi Zhu, Dingchu Zhang, Wen-Da Wei, Jie-Jing Shao, Zhi Zhou, Lan-Zhe Guo, Yufeng Li
2026ACLTabularMath: Understanding Math Reasoning over Tables with Large Language Models.Shi-Yu Tian, Zhi Zhou, Wei Dong, Kun-Yang Yu, Ming Yang, Zi-Jian Cheng, Lan-Zhe Guo, Yufeng Li
2026ICDCSPipeNN: A Predictor-Free Pipeline for Energy-Latency Co-Optimization of Heterogeneous Mobile DAG-DNN Inference.Yukun Tian, Tianwei Jiang, Kun Tian, Ruiting Zhou, Yunxin Liu, Zhi Zhou, Fang Dong, Mengyang Liu, Wentao Liu
2026ICDCSCappuccino: Cost-Efficient Heterogeneous Lora Fine-Tuning Via Replica-Level Orchestration.Lingxuan Weng, Fei Xu, Xudong Wu, Xinyi Zhang, Shiqi Cheng, Li Chen, Zhi Zhou
2026MobisysPoster: EdgeSpike-LoRA: Escaping the Energy Black Hole of Quantized LLM Adaptation.Chenyu Wang, Zhi Zhou
2026PPoPPLaser: Unlocking Layer-Level Scheduling for Efficient Multi-SLO LLM Serving.Jianxiong Liao, Quanxing Dong, Yunkai Liang, Zhi Zhou, Xu Chen
2026WWWEnergy-Efficient and Dequantization-Free Quantization of LLMs: A Spiking Neural Network Approach to Salient Value Mitigation.Chenyu Wang, Zhanglu Yan, Zhi Zhou, Xu Chen, Weng-Fai Wong
2025AAAIFully Test-time Adaptation for Tabular Data.Zhi Zhou, Kun-Yang Yu, Lan-Zhe Guo, Yufeng Li
2025ACLBasic Reading Distillation.Zhi Zhou, Sirui Miao, Xiangyu Duan, Hao Yang, Min Zhang
2025ASPLOSEmbracing Imbalance: Dynamic Load Shifting among Microservice Containers in Shared Clusters.Shutian Luo, Jianxiong Liao, Chenyu Lin, Huanle Xu, Zhi Zhou, Chengzhong Xu
2025EMNLPVCSearch: Bridging the Gap Between Well-Defined and Ill-Defined Problems in Mathematical Reasoning.Shi-Yu Tian, Zhi Zhou, Kun-Yang Yu, Ming Yang, Lin-Han Jia, Lan-Zhe Guo, Yufeng Li
2025EMNLPAutoEvolve: Automatically Evolving Queries for Applicable and Scalable Retrieval-Augmented Generation Benchmarking.Dingchu Zhang, Xiaowen Zhang, Yue Fei, Renjun Hu, Xiao-Wen Yang, Zhi Zhou, Baixuan Li, Yu-Feng Li, Xing Shi, Wei Lin
2025ICLRCARTS: Advancing Neural Theorem Proving with Diversified Tactic Calibration and Bias-Resistant Tree Search.Xiao-Wen Yang, Zhi Zhou, Haiming Wang, Aoxue Li, Wen-Da Wei, Hui Jin, Zhenguo Li, Yu-Feng Li
2025ICMLTabFSBench: Tabular Benchmark for Feature Shifts in Open Environments.Zi-Jian Cheng, Ziyi Jia, Zhi Zhou, Yufeng Li, Lan-Zhe Guo
2025ICMLVision-Language Model Selection and Reuse for Downstream Adaptation.Hao-Zhe Tan, Zhi Zhou, Yufeng Li, Lan-Zhe Guo
2025IJCAIFully Test-Time Adaptation for Feature Decrement in Tabular Data.Zi-Jian Cheng, Zi-Yi Jia, Kun-Yang Yu, Zhi Zhou, Lan-Zhe Guo
2025IJCAIBMIP: Bi-directional Modality Interaction Prompt Learning for VLM.Song-Lin Lv, Yu-Yang Chen, Zhi Zhou, Ming Yang, Lan-Zhe Guo
2025IJCAINeuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models.Xiao-Wen Yang, Jie-Jing Shao, Lan-Zhe Guo, Bo-Wen Zhang, Zhi Zhou, Lin-Han Jia, Wang-Zhou Dai, Yufeng Li
2025IJCAICGI: Identifying Conditional Generative Models with Example Images.Zhi Zhou, Hao-Zhe Tan, Peng-Xiao Song, Lan-Zhe Guo
2025INFOCOMOnline Context Caching for Distributed Large Language Models Serving.Bin Gao, Zhuomin He, Yizhen Yao, Zhanzhi Lou Lou, Zhi Zhou, Weng-Fai Wong
2025INFOCOMAdaRAG: Adaptive Optimization for Retrieval Augmented Generation with Multilevel Retrievers at the Edge.Tao Ouyang, Guihang Hong, Kongyange Zhao, Zhi Zhou, Weigang Wu, Zhaobiao Lv, Xu Chen
2025INFOCOMTowards Federated Inference: An Online Model Ensemble Framework for Cooperative Edge AI.Zhi Zhou, Jiajie Xie, Mengke Huang, Tao Ouyang, Fangming Liu, Xu Chen
2025INFOCOMEspresso: Cost-Efficient Large Model Training by Exploiting GPU Heterogeneity in the Cloud.Qiannan Zhou, Fei Xu, Lingxuan Weng, Ruixing Li, Xudong Wu, Li Chen, Zhi Zhou, Fangming Liu
2025MOBICOMPoster: A Unified Framework for Simultaneous Video Analytics and Streaming on UAVs.Jinhao Chen, Zhi Zhou, Rouyi Wang, Xu Chen
2025MOBICOMDemo: WasmSD-Edge: A Lightweight Edge Stable Diffusion Image Generation Framework Based on WebAssembly.Rouyi Wang, Zhi Zhou, Xu Chen
2025SIGGRAPHGaussian Compression for Precomputed Indirect Illumination.Zhi Zhou, Chao Li, Zhenyuan Zhang, Mingcong Tang, Zibin Li, Shuhang Luan, Zhangjin Huang
2025SCHetis: Serving LLMs in Heterogeneous GPU Clusters with Fine-grained and Dynamic Parallelism.Zizhao Mo, Jianxiong Liao, Huanle Xu, Zhi Zhou, Chengzhong Xu
2025SIGMETRICSMicrons: Connection Subsetting for Microservices in Shared Clusters.Jianxiong Liao, Juntao Li, Zhi Zhou, Fei Xu, Fangming Liu, Xu Chen
2025RTSSCoEdge-RAG: Optimizing Hierarchical Scheduling for Retrieval-Augmented LLMs in Collaborative Edge Computing.Guihang Hong, Tao Ouyang, Kongyange Zhao, Zhi Zhou, Xu Chen
2024AAAIRobust Test-Time Adaptation for Zero-Shot Prompt Tuning.Dingchu Zhang, Zhi Zhou, Yufeng Li
2024AAAIHONGAT: Graph Attention Networks in the Presence of High-Order Neighbors.Heng-Kai Zhang, Yi-Ge Zhang, Zhi Zhou, Yufeng Li
2024CSCWDSAFE: Intelligent Online Scheduling for Collaborative DNN Inference in Vehicular Network.Ruiting Zhou, Ziyi Han, Yifan Zeng, Zhi Zhou, Libing Wu, Wei Wang
2024ICDCSBridging the Data Gap in Federated Preference Learning with AIGC.Chenyu Wang, Zhi Zhou, Xiaoxi Zhang, Xu Chen
2024ICDECOUPLE: Orchestrating Video Analytics on Heterogeneous Mobile Processors.Hao Bao, Zhi Zhou, Fei Xu, Xu Chen
2024ICLRRealistic Evaluation of Semi-supervised Learning Algorithms in Open Environments.Lin-Han Jia, Lan-Zhe Guo, Zhi Zhou, Yufeng Li
2024ICMLDeCoOp: Robust Prompt Tuning with Out-of-Distribution Detection.Zhi Zhou, Ming Yang, Jiang-Xin Shi, Lan-Zhe Guo, Yufeng Li
2024ICMLLong-Tail Learning with Foundation Model: Heavy Fine-Tuning Hurts.Jiang-Xin Shi, Tong Wei, Zhi Zhou, Jie-Jing Shao, Xin-Yan Han, Yufeng Li
2024ICPPIMI: In-memory Multi-job Inference Acceleration for Large Language Models.Bin Gao, Zhehui Wang, Zhuomin He, Tao Luo, Weng-Fai Wong, Zhi Zhou
2024IJCAILSPAN: Spectrally Localized Augmentation for Graph Consistency Learning.Heng-Kai Zhang, Yi-Ge Zhang, Zhi Zhou, Yufeng Li
2024INFOCOMOnline Resource Allocation for Edge Intelligence with Colocated Model Retraining and Inference.Huaiguang Cai, Zhi Zhou, Qianyi Huang
2024IWQoSHarmonyBatch: Batching multi-SLO DNN Inference with Heterogeneous Serverless Functions.Jiabin Chen, Fei Xu, Yikun Gu, Li Chen, Fangming Liu, Zhi Zhou
2024IWQoSCan You Do Both? Balancing Order Serving and Crowdsensing for Ride-Hailing Vehicles.Bo Rao, Xiaoxi Zhang, Tianxiang Zhu, Yufei You, Yihong Li, Jingpu Duan, Zhi Zhou, Xu Chen
2024NPCMEGA: Mesh-Aligned 3DGS Towards Geometry-Preserving Online Reconstruction.Ke Luo, Shengyuan Ye, Tao Ouyang, Zhi Zhou
2023ICASSP6G Integrated Sensing and Communication - Sensing Assisted Environmental Reconstruction and Communication.Zhi Zhou, Xianjin Li, Jia He, Xiaoyan Bi, Yan Chen, Guangjian Wang, Peiying Zhu
2023ICDCSEdgeOrcher: Predictive Function Orchestration for Serverless-Based Edge Native Applications.Yunkai Liang, Zhi Zhou, Xu Chen
2023ICDCSBehavior Tree-based Workflow Modeling and Scheduling for Serverless Edge Computing.Ke Luo, Tao Ouyang, Zhi Zhou, Xu Chen
2023ICDCSLearning to Be Green: Carbon-Aware Online Control for Edge Intelligence with Colocated Learning and Inference.Shuomiao Su, Zhi Zhou, Tao Ouyang, Ruiting Zhou, Xu Chen
2023ICDCSFair DNN Model Selection in Edge AI via A Cooperative Game Approach.Jiajie Xie, Zhi Zhou, Tao Ouyang, Xiaoxi Zhang, Xu Chen
2023ICMLODS: Test-Time Adaptation in the Presence of Open-World Data Shift.Zhi Zhou, Lan-Zhe Guo, Lin-Han Jia, Dingchu Zhang, Yufeng Li
2023ICMLIdentifying Useful Learnwares for Heterogeneous Label Spaces.Lan-Zhe Guo, Zhi Zhou, Yufeng Li, Zhi-Hua Zhou
2023ICMLBidirectional Adaptation for Robust Semi-Supervised Learning with Inconsistent Data Distributions.Lin-Han Jia, Lan-Zhe Guo, Zhi Zhou, Jie-Jing Shao, Yuke Xiang, Yufeng Li
2023ICPADSCost-Efficient Cloud-Edge Video Analytics with Hybird IaaS and FaaS Resources.Jing Peng, Zhi Zhou, Kongyange Zhao, Huirong Ma, Xu Chen
2023ICPPDAG-Aware Optimization for Geo-Distributed Data Analytics.Qingyuan Wang, Bin Gao, Zhi Zhou, Fei Xu, Chenghao Ouyang
2023INFOCOMFederated Learning at the Edge: An Interplay of Mini-batch Size and Aggregation Frequency.Weijie Liu, Xiaoxi Zhang, Jingpu Duan, Carlee Joe-Wong, Zhi Zhou, Xu Chen
2023INFOCOMDynamic Edge-centric Resource Provisioning for Online and Offline Services Co-location.Tao Ouyang, Kongyange Zhao, Xiaoxi Zhang, Zhi Zhou, Xu Chen
2023IWQoSAdaCoOpt: Leverage the Interplay of Batch Size and Aggregation Frequency for Federated Learning.Weijie Liu, Xiaoxi Zhang, Jingpu Duan, Carlee Joe-Wong, Zhi Zhou, Xu Chen
2023IWQoSspotDNN: Provisioning Spot Instances for Predictable Distributed DNN Training in the Cloud.Ruitao Shang, Fei Xu, Zhuoyan Bai, Li Chen, Zhi Zhou, Fangming Liu
2023IWQoSA Budget-aware Incentive Mechanism for Vehicle-to-Grid via Reinforcement Learning.Tianxiang Zhu, Xiaoxi Zhang, Jingpu Duan, Zhi Zhou, Xu Chen
2023MMSPSPNet: An RGB-D Sequence Progressive Network for Road Semantic Segmentation.Zhi Zhou, Yuhang Zhang, Guoguang Hua, Ruijing Long, Shishun Tian, Wenbin Zou
2023MOBICOMCOUPLE: Accelerating Video Analytics on Heterogeneous Mobile Processors.Hao Bao, Zhi Zhou, Jiajie Xie, Qianyi Huang, Fei Xu, Xu Chen
2023WCNCOnline Scheduling of CPU-NPU Co-inference for Edge AI Tasks.Xiancheng Lin, Rongkai Liu, Jiajie Xie, Qian Wei, Zhi Zhou, Xu Chen, Zhilan Huang, Gang Lu
2023SECONQoS-aware Resource Optimization for Hierarchical Cross-Edge Video Analytics.Kongyange Zhao, Zhi Zhou, Tao Ouyang, Mingliao Zhao, Hao Wang, Xu Chen
2022WWWFograph: Enabling Real-Time Deep Graph Inference with Fog Computing.Liekang Zeng, Peng Huang, Ke Luo, Xiaoxi Zhang, Zhi Zhou, Xu Chen
2022UICEdge Resource Autoscaling for Hierarchical Federated Learning Over Public Edge Platforms.Mingliao Zhao, Kongyange Zhao, Zhi Zhou, Xu Chen
2021ICA3PPFlying MEC: Online Task Offloading, Trajectory Planning and Charging Scheduling for UAV-Assisted MEC.Qian Wei, Tao Ouyang, Zhi Zhou, Xu Chen
2021INFOCOMDeep Reinforcement Learning for Intelligent Cloud Resource Management.Zhi Zhou, Ke Luo, Xu Chen
2021KDDLearning from Imbalanced and Incomplete Supervision with Its Application to Ride-Sharing Liability Judgment.Lan-Zhe Guo, Zhi Zhou, Jie-Jing Shao, Qi Zhang, Feng Kuang, Gao-Le Li, Zhang-Xun Liu, Guobin Wu, Nan Ma, Qun (Tracy) Li, Yufeng Li
2020ICPPAn Online Learning-Based Task Offloading Framework for 5G Small Cell Networks.Xueying Zhang, Ruiting Zhou, Zhi Zhou, John C. S. Lui, Zongpeng Li
2020KDDRECORD: Resource Constrained Semi-Supervised Learning under Distribution Shift.Lan-Zhe Guo, Zhi Zhou, Yufeng Li
2019GLOBECOMGraph Attention Spatial-Temporal Network for Deep Learning Based Mobile Traffic Prediction.Kaiwen He, Yufen Huang, Xu Chen, Zhi Zhou, Shuai Yu
2019ICDCSF3C: Fog-enabled Joint Computation, Communication and Caching Resource Sharing for Energy-Efficient IoT Data Stream Processing.Siqi Luo, Xu Chen, Zhi Zhou
2019ICNPGreenEdge: Greening Edge Datacenters with Energy-Harvesting IoT Devices.Zhi Zhou
2019ICPPCynthia: Cost-Efficient Cloud Resource Provisioning for Predictable Distributed Deep Neural Network Training.Haoyue Zheng, Fei Xu, Li Chen, Zhi Zhou, Fangming Liu
2019INFOCOMWinning at the Starting Line: Joint Network Selection and Service Placement for Mobile Edge Computing.Bin Gao, Zhi Zhou, Fangming Liu, Fei Xu
2019INFOCOMAdaptive User-managed Service Placement for Mobile Edge Computing: An Online Learning Approach.Tao Ouyang, Rui Li, Xu Chen, Zhi Zhou, Xin Tang
2019IGARSSWeight Optimization for Multi-Task Sparse Representation in Sar Image Target Recognition.Zhi Zhou, Zongjie Cao, Yalan Zhang, Yiming Pi, Nengyuan Liu
2019MOBIHOCPredictive Online Server Provisioning for Cost-Efficient IoT Data Streaming Across Collaborative Edges.Zhi Zhou, Xu Chen, Weigang Wu, Di Wu, Junshan Zhang
2019ProvSecOn-demand Privacy Preservation for Cost-Efficient Edge Intelligence Model Training.Zhi Zhou, Xu Chen
2019UICVaried Priority-Based Data Forwarding via NDN in VANET.Siyang Wang, Weigang Wu, Zhi Zhou
2019RTSSCost-Aware Edge Resource Probing for Infrastructure-Free Edge Computing: From Optimal Stopping to Layered Learning.Tao Ouyang, Xu Chen, Liekang Zeng, Zhi Zhou
2018GLOBECOMUser-Centric Location Prediction in Mobile Social Networks: A Factor Graph Learning Approach.Qiong Wu, Xu Chen, Zhi Zhou, Liang Chen
2018ICDCSeBrowser: Making Human-Mobile Web Interactions Energy Efficient with Event Rate Learning.Fei Xu, Shuai Yang, Zhi Zhou, Jia Rao
2018ICPADSDewing in Fog: Incentive-Aware Micro Computing Cluster Formation for Fog Computing.Siqi Luo, Zhi Zhou, Xiang Chen, Weigang Wu
2018IGARSSAdaptive Weighted Multi-Task Sparse Representation Classification in SAR Image Recognition.Zhi Zhou, Zongjie Cao, Yiming Pi, Ting Jiang
2018IGARSSData Augmentation with Gabor Filter in Deep Convolutional Neural Networks for Sar Target Recognition.Ting Jiang, Zongyong Cui, Zhi Zhou, Zongjie Cao
2018IWQoSFollow Me at the Edge: Mobility-Aware Dynamic Service Placement for Mobile Edge Computing.Tao Ouyang, Zhi Zhou, Xu Chen
2018WSCSimulation-based stochastic Programming to Guide Real-Time Scheduling for Smart Power Grids under Cyber Attacks.Yuan Yi, Wei Xie, Zhi Zhou
2018SIGCOMMEdge Intelligence: On-Demand Deep Learning Model Co-Inference with Device-Edge Synergy.En Li, Zhi Zhou, Xu Chen
2018UICOptimizing the Performance-Cost Tradeoff in Cross-Edge Analytics.Lin Jia, Zhi Zhou, Hai Jin
2018WiOptA D2D offloading approach to efficient mobile edge resource pooling.Junkai Liu, Ke Luo, Zhi Zhou, Xu Chen
2016GLOBECOMOn-Demand and Reliable vSD-EON Provisioning with Correlated Data and Control Plane Embedding.Jie Yin, Heqing Yin, Siqi Liu, Zhi Zhou, Xiaoliang Chen, Zuqing Zhu
2016ISCASA coupled memcapacitor emulator based relaxation oscillator.Dongsheng Yu, Zhi Zhou, Herbert H. C. Iu, Tyrone Fernando
2015ICIPDouble layer salient parts based multi-people tracking.Zhi Zhou, Yue Wang, Eam Khwang Teoh
2015INFOCOMWhen smart grid meets geo-distributed cloud: An auction approach to datacenter demand response.Zhi Zhou, Fangming Liu, Zongpeng Li, Hai Jin
2015SIGMETRICSPricing Bilateral Electricity Trade between Smart Grids and Hybrid Green Datacenters.Zhi Zhou, Fangming Liu, Zongpeng Li
2014ACCVPeople Re-identification Based on Bags of Semantic Features.Zhi Zhou, Yue Wang, Eam Khwang Teoh
2014ICARCVSoft-biometric detection based on supervised learning.Zhi Zhou, Glen Hong Ting Ong, Eam Khwang Teoh
2014ICDCSFuel Cell Generation in Geo-Distributed Cloud Services: A Quantitative Study.Zhi Zhou, Fangming Liu, Bo Li, Baochun Li, Hai Jin, Ruolan Zou, Zhiyong Liu
2014ICPRHuman Hair Segmentation and Length Detection for Human Appearance Model.Yue Wang, Zhi Zhou, Eam Khwang Teoh, Bolan Su
2014ICRASalient region detection based on local and global saliency.Peng Wang, Zhi Zhou, Wei Liu, Hong Qiao
2013ICIPRobust object tracking using Bi-model.Zhi Zhou, Yue Wang, Eam Khwang Teoh
2013INFOCOMOn arbitrating the power-performance tradeoff in SaaS clouds.Zhi Zhou, Fangming Liu, Hai Jin, Bo Li, Baochun Li, Hongbo Jiang
2013MASCOTSCarbon-Aware Load Balancing for Geo-distributed Cloud Services.Zhi Zhou, Fangming Liu, Yong Xu, Ruolan Zou, Hong Xu, John C. S. Lui, Hai Jin
2012SMCQuality fusion based multimodal eye recognition.Zhi Zhou, Eliza Yingzi Du, Craig Belcher, N. Luke Thomas, Edward J. Delp
2010ICARCVA comprehensive sciera image quality measure.Zhi Zhou, Eliza Yingzi Du, N. Luke Thomas
2010ICIPGabor Descriptor based cancelable iris recognition method.Kai Yang, Yingzi Du, Zhi Zhou, Craig Belcher
2010ISNNResearch on a Novel Ant Colony Optimization Algorithm.Gang Yi, Ming Jin, Zhi Zhou
2009WSCDuopoly Electricity Markets with Accurate and Inaccurate Market Goals.Zhi Zhou, Wai Kin (Victor) Chan, Joe H. Chow, Serhiy Kotsan
2008SECONA Multi-AP Architecture for High-Density WLANs: Protocol Design and Experimental Evaluation.Yanfeng Zhu, Zhisheng Niu, Qian Zhang, Bo Tan, Zhi Zhou, Jing Zhu
2007ICIPCa2+ Sparks Detection and Classification using Gaussian-Mexican Hat Wavelet.Zhi Zhou, Yingzi Du, George G. Rodney, Martin F. Schneider
2007WWWTowards multi-granularity multi-facet e-book retrieval.Chong Huang, Yonghong Tian, Zhi Zhou, Tiejun Huang
2006ICDMKeyphrase Extraction Using Semantic Networks Structure Analysis.Chong Huang, Yonghong Tian, Zhi Zhou, Charles X. Ling, Tiejun Huang
2005ISCASMotion information and coding mode reuse for MPEG-2 to H.264 transcoding.Zhi Zhou, Shijun Sun, Shawmin Lei, Ming-Ting Sun
2004CECA novel memetic algorithm with random multi-local-search: a case study of TSP.Peng Zou, Zhi Zhou, Guoliang Chen, Xin Yao
2004ICIPFast macroblock inter mode decision and motion estimation for H.264/MPEG-4 AVC.Zhi Zhou, Ming-Ting Sun
2004ISCASFast variable block-size motion estimation algorithm based on merge and slit procedures for H.264/MPEG-4 AVC.Zhi Zhou, Ming-Ting Sun, Yuh-Feng Hsu
2003ACNSCommon Vulnerability Markup Language.Haitao Tian, Liusheng Huang, Zhi Zhou, Hui Zhang
2003ICIPHalftone visual cryptography.Zhi Zhou, Gonzalo R. Arce, Giovanni Di Crescenzo
1996ICRAReal-time motion control of a multi-degree-of-freedom variable reluctance spherical motor.Zhi Zhou, Kok-Meng Lee