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Chengzhong Xu

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

73

Venues

38

Active years

2017–2026

Best venue rank

A*

Where they publish

Papers

73 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAINeuPAN: Direct Point Robot Navigation with End-to-End Model-Based Learning (Abstract Reprint).Ruihua Han, Shuai Wang, Shuaijun Wang, Zeqing Zhang, Jianjun Chen, Shijie Lin, Chengyang Li, Chengzhong Xu, Yonina C. Eldar, Qi Hao, Jia Pan
2025ASPLOSEmbracing Imbalance: Dynamic Load Shifting among Microservice Containers in Shared Clusters.Shutian Luo, Jianxiong Liao, Chenyu Lin, Huanle Xu, Zhi Zhou, Chengzhong Xu
2025CLOUDUnderstanding Diffusion Model Serving in Production: A Top-Down Analysis of Workload, Scheduling, and Resource Efficiency.Yanying Lin, Shuaipeng Wu, Shutian Luo, Hong Xu, Haiying Shen, Chong Ma, Min Shen, Le Chen, Chengzhong Xu, Lin Qu, Kejiang Ye
2025CLUSTERRock: Serving Multimodal Models in Cloud with Heterogeneous-Aware Resource Orchestration for Thousands of LoRA Adapters.Shuaipeng Wu, Yanying Lin, Shijie Peng, Wenyan Chen, Chong Ma, Min Shen, Le Chen, Chengzhong Xu, Kejiang Ye
2025CVPRBHViT: Binarized Hybrid Vision Transformer.Tian Gao, Yu Zhang, Zhiyuan Zhang, Huajun Liu, Kaijie Yin, Chengzhong Xu, Hui Kong
2025EMNLPMixture of Weight-shared Heterogeneous Group Attention Experts for Dynamic Token-wise KV Optimization.Guanghui Song, Dongping Liao, Yiren Zhao, Kejiang Ye, Chengzhong Xu, Xitong Gao
2025EuroSysMultiplexing Dynamic Deep Learning Workloads with SLO-awareness in GPU Clusters.Wenyan Chen, Chengzhi Lu, Huanle Xu, Kejiang Ye, Chengzhong Xu
2025HPCAGrad: Intelligent Microservice Scaling by Harnessing Resource Fungibility.Liao Chen, Chenyu Lin, Shutian Luo, Huanle Xu, Chengzhong Xu
2025ICASSPClutter Resilient Occlusion Avoidance for Tightly-Coupled Motion-Assisted Detection.Zhixuan Xie, Jianjun Chen, Guoliang Li, Shuai Wang, Kejiang Ye, Yonina C. Eldar, Chengzhong Xu
2025IJCAIBeyond Patterns: Harnessing Causal Logic for Autonomous Driving Trajectory Prediction.Bonan Wang, Haicheng Liao, Chengyue Wang, Bin Rao, Yanchen Guan, Guyang Yu, Jiaxun Zhang, Songning Lai, Chengzhong Xu, Zhenning Li
2025INFOCOMGreen Robotic Mixed Reality with Gaussian Splatting.Chenxuan Liu, He Li, Zongze Li, Shuai Wang, Wei Xu, Kejiang Ye, Derrick Wing Kwan Ng, Chengzhong Xu
2025SCHetis: Serving LLMs in Heterogeneous GPU Clusters with Fine-grained and Dynamic Parallelism.Zizhao Mo, Jianxiong Liao, Huanle Xu, Zhi Zhou, Chengzhong Xu
2025USENIXCLONE: Customizing LLMs for Efficient Latency-Aware Inference at the Edge.Chunlin Tian, Xinpeng Qin, Kahou Tam, Li Li, Zijian Wang, Yuanzhe Zhao, Minglei Zhang, Chengzhong Xu
2025USENIXAssyLLM: Efficient Federated Fine-tuning of LLMs via Assembling Pre-trained Blocks.Shichen Zhan, Li Li, Chengzhong Xu
2025RTSSHCInfer: Hierarchical Coordination for Real-Time Collaborative Inference of LLM on the Edge.Kaiyuan Liu, Lizi Zhang, Chengzhong Xu, Li Li
2024AAAITruth Forest: Toward Multi-Scale Truthfulness in Large Language Models through Intervention without Tuning.Zhongzhi Chen, Xingwu Sun, Xianfeng Jiao, Fengzong Lian, Zhanhui Kang, Di Wang, Chengzhong Xu
2024AAAIDINGO: Towards Diverse and Fine-Grained Instruction-Following Evaluation.Zihui Gu, Xingwu Sun, Fengzong Lian, Zhanhui Kang, Chengzhong Xu, Ju Fan
2024AAAIImpartial Adversarial Distillation: Addressing Biased Data-Free Knowledge Distillation via Adaptive Constrained Optimization.Dongping Liao, Xitong Gao, Chengzhong Xu
2024AAAIBAT: Behavior-Aware Human-Like Trajectory Prediction for Autonomous Driving.Haicheng Liao, Zhenning Li, Huanming Shen, Wenxuan Zeng, Dongping Liao, Guofa Li, Chengzhong Xu
2024AAAIDeep Active Learning with Noise Stability.Xingjian Li, Pengkun Yang, Yangcheng Gu, Xueying Zhan, Tianyang Wang, Min Xu, Chengzhong Xu
2024AAAIDI-V2X: Learning Domain-Invariant Representation for Vehicle-Infrastructure Collaborative 3D Object Detection.Xiang Li, Junbo Yin, Wei Li, Chengzhong Xu, Ruigang Yang, Jianbing Shen
2024ASPLOSHeet: Accelerating Elastic Training in Heterogeneous Deep Learning Clusters.Zizhao Mo, Huanle Xu, Chengzhong Xu
2024COLINGLightVLP: A Lightweight Vision-Language Pre-training via Gated Interactive Masked AutoEncoders.Xingwu Sun, Zhen Yang, Ruobing Xie, Fengzong Lian, Zhanhui Kang, Chengzhong Xu
2024ICDCSMLPing: Real-Time Proactive Fault Detection and Alarm for Large-Scale Distributed IDC Network.Xian Yu, Kejiang Ye, Dongbiao He, Xianfan Chen, Chengzhong Xu, Jianhui Li, Gaogang Xie
2024ICMLRanking-based Client Imitation Selection for Efficient Federated Learning.Chunlin Tian, Zhan Shi, Xinpeng Qin, Li Li, Chengzhong Xu
2024IJCAIMFTraj: Map-Free, Behavior-Driven Trajectory Prediction for Autonomous Driving.Haicheng Liao, Zhenning Li, Chengyue Wang, Huanming Shen, Dongping Liao, Bonan Wang, Guofa Li, Chengzhong Xu
2024IJCAIPhysics-Informed Trajectory Prediction for Autonomous Driving under Missing Observation.Haicheng Liao, Chengyue Wang, Zhenning Li, Yongkang Li, Bonan Wang, Guofa Li, Chengzhong Xu
2024ICRANight-Rider: Nocturnal Vision-aided Localization in Streetlight Maps Using Invariant Extended Kalman Filtering.Tianxiao Gao, Mingle Zhao, Chengzhong Xu, Hui Kong
2024ICRAHuman Observation-Inspired Trajectory Prediction for Autonomous Driving in Mixed-Autonomy Traffic Environments.Haicheng Liao, Shangqian Liu, Yongkang Li, Zhenning Li, Chengyue Wang, Yunjian Li, Shengbo Eben Li, Chengzhong Xu
2024IROSMulti-Uncertainty Aware Autonomous Cooperative Planning.Shiyao Zhang, He Li, Shengyu Zhang, Shuai Wang, Derrick Wing Kwan Ng, Chengzhong Xu
2024ICWSPlanck: Optimizing LLM Inference Performance in Pipeline Parallelism with Fine-Grained SLO Constraint.Yanying Lin, Shijie Peng, Shuaipeng Wu, Yanbo Li, Chengzhi Lu, Chengzhong Xu, Kejiang Ye
2024IWQoSFedMG: A Federated Multi-Global Optimization Framework for Autonomous Driving Control.Jialiang Ma, Chunlin Tian, Li Li, Chengzhong Xu
2024IWQoSPFed-DBA: Distribution Bias Aware Personalized Federated Learning for Data Heterogeneity.Meihan Wu, Li Li, Tao Chang, Jie Zhou, Eric Rigall, Cui Miao, Xiaodong Wang, Chengzhong Xu
2024SCSMIless: Serving DAG-based Inference with Dynamic Invocations under Serverless Computing.Chengzhi Lu, Huanle Xu, Yudan Li, Wenyan Chen, Kejiang Ye, Chengzhong Xu
2024SENSYSFedHybrid: Breaking the Memory Wall of Federated Learning via Hybrid Tensor Management.Kahou Tam, Chunlin Tian, Li Li, Haikai Zhao, Chengzhong Xu
2024USENIXExpeditious High-Concurrency MicroVM SnapStart in Persistent Memory with an Augmented Hypervisor.Xingguo Pang, Yanze Zhang, Liu Liu, Dazhao Cheng, Chengzhong Xu, Xiaobo Zhou
2023ASPLOSErms: Efficient Resource Management for Shared Microservices with SLA Guarantees.Shutian Luo, Huanle Xu, Kejiang Ye, Guoyao Xu, Liping Zhang, Jian He, Guodong Yang, Chengzhong Xu
2023CVPRAdaptive Channel Sparsity for Federated Learning under System Heterogeneity.Dongping Liao, Xitong Gao, Yiren Zhao, Chengzhong Xu
2023ECAIFedCoop: Cooperative Federated Learning for Noisy Labels.Kahou Tam, Li Li, Yan Zhao, Chengzhong Xu
2023EuroSysUnderstanding and Optimizing Workloads for Unified Resource Management in Large Cloud Platforms.Chengzhi Lu, Huanle Xu, Kejiang Ye, Guoyao Xu, Liping Zhang, Guodong Yang, Chengzhong Xu
2023HPDCLet It Go: Relieving Garbage Collection Pain for Latency Critical Applications in Golang.Junxian Zhao, Xiaobo Zhou, Sang-Yoon Chang, Chengzhong Xu
2023ICDCSHCPerf: Driving Performance-Directed Hierarchical Coordination for Autonomous Vehicles.Jialiang Ma, Li Li, Zejiang Wang, Jun Wang, Chengzhong Xu
2023ICDEToward Efficient Automated Feature Engineering.Kafeng Wang, Pengyang Wang, Chengzhong Xu
2023IROSLiDAR-SGMOS: Semantics-Guided Moving Object Segmentation with 3D LiDAR.Shuo Gu, Suling Yao, Jian Yang, Chengzhong Xu, Hui Kong
2023SCInterference-aware Multiplexing for Deep Learning in GPU Clusters: A Middleware Approach.Wenyan Chen, Zizhao Mo, Huanle Xu, Kejiang Ye, Chengzhong Xu
2022CLOUDThe power of prediction: microservice auto scaling via workload learning.Shutian Luo, Huanle Xu, Kejiang Ye, Guoyao Xu, Liping Zhang, Guodong Yang, Chengzhong Xu
2022EMNLPAn Anchor-based Relative Position Embedding Method for Cross-Modal Tasks.Ya Wang, Xingwu Sun, Fengzong Lian, Zhanhui Kang, Chengzhong Xu
2022HPDCHolmes: SMT Interference Diagnosis and CPU Scheduling for Job Co-location.Aidi Pi, Xiaobo Zhou, Chengzhong Xu
2022ICA3PPOrdis: A Dynamic Order-Dispatch Algorithm for Ridehailing and Ridesharing in a Large Region.Ming Jin, Juanjuan Zhao, Yang Wang, Chengzhong Xu
2022ICDCSDistributed Data-Sharing Consensus in Cooperative Perception of Autonomous Vehicles.Chenxi Qiu, Sourabh Yadav, Anna Cinzia Squicciarini, Qing Yang, Song Fu, Juanjuan Zhao, Chengzhong Xu
2022ICRAHiTPR: Hierarchical Transformer for Place Recognition in Point Cloud.Zhixing Hou, Yan Yan, Chengzhong Xu, Hui Kong
2022IROSLearning Moving-Object Tracking with FMCW LiDAR.Yi Gu, Hongzhi Cheng, Kafeng Wang, Dejing Dou, Chengzhong Xu, Hui Kong
2022ICRAAda-Detector: Adaptive Frontier Detector for Rapid Exploration.Zezhou Sun, Banghe Wu, Chengzhong Xu, Hui Kong
2022MiddlewareImproving Concurrent GC for Latency Critical Services in Multi-tenant Systems.Junxian Zhao, Aidi Pi, Xiaobo Zhou, Sang-Yoon Chang, Chengzhong Xu
2021CLOUDCharacterizing Microservice Dependency and Performance: Alibaba Trace Analysis.Shutian Luo, Huanle Xu, Chengzhi Lu, Kejiang Ye, Guoyao Xu, Liping Zhang, Yu Ding, Jian He, Chengzhong Xu
2021ICCVCrackFormer: Transformer Network for Fine-Grained Crack Detection.Huajun Liu, Xiangyu Miao, Christoph Mertz, Chengzhong Xu, Hui Kong
2021ICPPFIFL: A Fair Incentive Mechanism for Federated Learning.Liang Gao, Li Li, Yingwen Chen, Wenli Zheng, Chengzhong Xu, Ming Xu
2021ICRAA general elimination strategy for camera motion estimation.Yaqing Ding, Yingna Su, Chengzhong Xu, Jian Yang, Hui Kong
2021INFOCOMCost-Driven Data Caching in the Cloud: An Algorithmic Approach.Yang Wang, Yong Zhang, Xinxin Han, Pengfei Wang, Chengzhong Xu, Joseph Horton, Joseph C. Culberson
2020CCGRIDEnergy Efficient Algorithms based on VM Consolidation for Cloud Computing: Comparisons and Evaluations.Qiheng Zhou, Minxian Xu, Sukhpal Singh Gill, Chengxi Gao, Wenhong Tian, Chengzhong Xu, Rajkumar Buyya
2020HPCCHySync: Hybrid Federated Learning with Effective Synchronization.Guomei Shi, Li Li, Jun Wang, Wenyan Chen, Kejiang Ye, Chengzhong Xu
2020ICA3PPFastThetaJoin: An Optimization on Multi-way Data Stream θ-join with Range Constraints.Ziyue Hu, Xiaopeng Fan, Yang Wang, Chengzhong Xu
2020ICDCSMobiCharger: Optimal Scheduling for Cooperative EV-to-EV Dynamic Wireless Charging.Li Yan, Haiying Shen, Liuwang Kang, Juanjuan Zhao, Chengzhong Xu
2020ICPRMulti-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction.Jiexia Ye, Juanjuan Zhao, Kejiang Ye, Chengzhong Xu
2020IJCNNMulti-STGCnet: A Graph Convolution Based Spatial-Temporal Framework for Subway Passenger Flow Forecasting.Jiexia Ye, Juanjuan Zhao, Kejiang Ye, Chengzhong Xu
2020MASSCD-Guide: A Reinforcement Learning based Dispatching and Charging Approach for Electric Taxicabs.Li Yan, Haiying Shen, Liuwang Kang, Juanjuan Zhao, Chengzhong Xu
2020MASSReinforcement Learning based Scheduling for Cooperative EV-to-EV Dynamic Wireless Charging.Li Yan, Haiying Shen, Liuwang Kang, Juanjuan Zhao, Chengzhong Xu
2019IGARSSUrban Green Space Accessibility Evaluation Using Age-Based 2-Step Floating Catchment Area Method.Jingyuan Qiu, Yuqi Bai, Yichun Hu, Tianhao Wang, Pei Zhang, Chengzhong Xu
2018MobisysMayo: A Framework for Auto-generating Hardware Friendly Deep Neural Networks.Yiren Zhao, Xitong Gao, Robert Mullins, Chengzhong Xu
2018UICA Epilepsy Drug Recommendation System by Implicit Feedback and Crossing Recommendation.Chun Chen, Lu Zhang, Xiaopeng Fan, Yang Wang, Chengzhong Xu, Renkai Liu
2017ICPPData Caching in Next Generation Mobile Cloud Services, Online vs. Off-Line.Yang Wang, Shuibing He, Xiaopeng Fan, Chengzhong Xu, Joseph C. Culberson, Joseph Horton
2017INFOCOMCatCharger: Deploying wireless charging lanes in a metropolitan road network through categorization and clustering of vehicle traffic.Li Yan, Haiying Shen, Juanjuan Zhao, Chengzhong Xu, Feng Luo, Chenxi Qiu
2017PDCATA Fusion Financial Prediction Strategy Based on RNN and Representative Pattern Discovery.Lu Zhang, Xiaopeng Fan, Chengzhong Xu