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ORCIDGuihai Chen
Person information
- affiliation: Shanghai Jiao Tong University, China
- affiliation (former): Nanjing University, China
- affiliation (PhD): University of Hong Kong, SAR, China
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2020 – today
- 2026
[b5]Haipeng Dai, Meng Li, Guihai Chen:
Advanced Filter Structure Handbook - From Design to Optimization. Springer 2026, ISBN 978-981-95-1714-5, pp. 1-118- [j350]Yuchen Li
, Zhonghao Lyu, Yongqi Zhang, Hao Zhang, Tianhao Peng, Haoyi Xiong, Shuaiqiang Wang, Linghe Kong, Guihai Chen, Dawei Yin:
S$^{3}$PRank: Toward Satisfaction-Oriented Learning to Rank With Semi-Supervised Pre-Training. IEEE Trans. Knowl. Data Eng. 38(1): 559-572 (2026) - [j349]Yutong Liu, Haiming Jin, Yunxiang Chen, Yinjie Wang Yao, Yimin Zhao, Linghe Kong, Lei Dong, Rui Li, Xiaoyang Liu, Guihai Chen:
RL-Driven Distributed On-Orbit Sparse Coding for Mobile Space Situational Awareness. IEEE Trans. Mob. Comput. 25(1): 500-517 (2026) - [j348]Haipeng Dai, Jinghan Chen, Liang Mi, Weijun Wang, Yuanchun Li, Tingting Yuan, Lin Sun, Junlong Chen, Yuben Qu, Yunxin Liu, Xiaoming Fu, Guihai Chen:
Bi-Level Bandwidth Coordination for Multiple Video Inference at the Edge. IEEE Trans. Netw. 34: 1049-1066 (2026) - [j347]Shichen Dong, Zhixiong Niu, Mingchao Zhang, Zhiying Xu, Chuntao Hu, Pengzhi Zhu, Qingchun Song, Lei Qu, Peng Cheng, Cam-Tu Nguyen, Shaoling Sun, Xiaohu Xu, Yongqiang Xiong, Wei Wang, Xiaoliang Wang, Guihai Chen:
Fine-Grained Scheduling of In-Network Aggregation Resources for Efficient Machine Learning Service. IEEE Trans. Netw. 34: 1160-1174 (2026) - [j346]Zhaochen Zhang, Kexin Liu, Peirui Cao, Chang Liu, Yizhi Wang, Vamsi Addanki, Stefan Schmid, Qingyue Wang, Wei Chen, Xiaoliang Wang, Jiaqi Zheng, Wenhao Sun, Tao Wu, Ke Meng, Fei Chen, Weiguang Wang, Bingyang Liu, Wanchun Dou, Guihai Chen, Chen Tian, Hao Yin, Fu Xiao:
Analysis of Pyrrha: Congestion-Root-Based Flow Control Is Most Cost-Effective to Eliminate Head-of-Line Blocking. IEEE Trans. Netw. 34: 1958-1973 (2026) - [j345]Chengyuan Huang, Zhengqi Cui, Jun Xu, Zhaochen Zhang, Li Wang, Peirui Cao, Zhongming Ji, Jilei Chen, Dongxu Wang, Shengju Zhang, Lingkun Meng, Ahmed M. Abdelmoniem, Fu Xiao, Wanchun Dou, Guihai Chen, Keqiang He, Chen Tian:
UDMP: Unified Delay-Driven Multipath Protocol for AI Clusters. IEEE Trans. Netw. 34: 2446-2461 (2026) - 2025
- [j344]Mingyao Wang, Keqiang He, Peirui Cao, Jiong Duan, Dongliang Lv, Zehao Yu, Yanqing Chen, Chengyuan Huang, Wanchun Dou, Guihai Chen, Chen Tian:
Reunion: Receiver-driven network load balancing mechanism in AI training clusters. Comput. Networks 259: 111088 (2025) - [j343]Rui Xing, Zhenzhe Zheng, Qinya Li, Fan Wu, Guihai Chen:
MI-VFL: Feature discrepancy-aware distributed model interpretation for vertical federated learning. Comput. Networks 263: 111220 (2025) - [j342]Yongqi Yang, Qianyi Huang, Yixue Liu, Xiaojie Huang, Liang Zhang, Jiaxin Tian, Li Wang, Chen Tian, Wanchun Dou, Guihai Chen:
APCC: Active Precise Congestion Control for Campus Wireless Networks. Comput. Networks 270: 111565 (2025) - [j341]Meixuan Ren, Haipeng Dai, Tang Liu, Xianjun Deng, Wanchun Dou, Yuanyuan Yang, Guihai Chen:
Understanding Wireless Charger Networks: Concepts, Current Research, and Future Directions. IEEE Commun. Surv. Tutorials 27(4): 2247-2282 (2025) - [j340]Basharat Ali, Guihai Chen:
Neuromorphic quantum adversarial learning (NQAL): a bio-inspired paradigm for DNS over HTTPS threat detection. EURASIP J. Inf. Secur. 2025(1): 35 (2025) - [j339]Chenzhi Hu, Yatong Chen, Denizhan Kara, Shengzhong Liu, Tarek F. Abdelzaher, Fan Wu, Guihai Chen:
OpenMAE: Efficient Masked Autoencoder for Vibration Sensing with Open-domain Data Enrichment. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 9(2): 35:1-35:29 (2025) - [j338]Basharat Ali, Guihai Chen:
Next-generation AI for advanced threat detection and security enhancement in DNS over HTTPS. J. Netw. Comput. Appl. 244: 104326 (2025) - [j337]Zewei Xin, Qinya Li, Chaoyue Niu, Fan Wu, Guihai Chen:
Federated multi-task learning with cross-device heterogeneous task subsets. J. Parallel Distributed Comput. 205: 105155 (2025) - [j336]Yuxin Zuo, Xiuqi Huang, Tiantian Wei, Jianxiong Guo, Xiaofeng Gao, Guihai Chen:
Overlap-aware influence maximization with balanced replay deep Q-network. Knowl. Inf. Syst. 67(11): 11041-11073 (2025) - [j335]Meng Li, Huayi Chai, Siqiang Luo, Haipeng Dai, Rong Gu, Jiaqi Zheng, Guihai Chen:
VEGA: An Active-tuning Learned Index with Group-Wise Learning Granularity. Proc. ACM Manag. Data 3(1): 86:1-86:26 (2025) - [j334]Yuhang Li, Rong Gu, Chengying Huan, Zhibin Wang, Renjie Yao, Chen Tian, Guihai Chen:
HotPrefix: Hotness-Aware KV Cache Scheduling for Efficient Prefix Sharing in LLM Inference Systems. Proc. ACM Manag. Data 3(4): 250:1-250:27 (2025) - [j333]Chengying Huan, Zhengyi Yang, Haoshen Yang, Shaonan Ma, Rong Gu, Fang Xi, Yongchao Liu, Guihai Chen, Chen Tian:
Gem: Scalable Monotonic Graph Processing Beyond Billion-Scale on a Single Machine. Proc. ACM Manag. Data 3(6): 1-30 (2025) - [j332]Chen Gong, Yan Zhuang, Zhenzhe Zheng, Yiliu Chen, Sheng Wang, Fan Wu, Guihai Chen:
Optimizing Storage Overhead of User Behavior Log for ML-embedded Mobile Apps. Proc. ACM Meas. Anal. Comput. Syst. 9(3): 60:1-60:28 (2025) - [j331]Enze Yu, Haipeng Dai, Haihan Zhang, Zhenzhe Zheng, Jun Zhao, Guihai Chen:
Prototype-Based Collaborative Learning in UAV-Assisted Edge Computing Networks. Softw. Pract. Exp. 55(5): 829-846 (2025) - [j330]Jiale Lei, Peihao Yang, Linghe Kong, Yehan Ma, Deyu Lin, Guihai Chen, E. Zhao:
ACORN+: Adaptive Compression-Reconstruction for Device-Cloud Collaboration Video Services. ACM Trans. Auton. Adapt. Syst. 20(4): 28:1-28:23 (2025) - [j329]Yucen Gao, Zhuoran Li, Jingyu He, Jun Fang, Hui Gao, Xiaofeng Gao, Guihai Chen:
Algorithms for Shortest Path Tour Problem. Theor. Comput. Sci. 1054: 115428 (2025) - [j328]Yimeng Xu, Jiaqi Zheng, Guihai Chen, Xia Zhu, Zhen Yao:
Online multi-dimensional generalized assignment problem with predictions. Theor. Comput. Sci. 1056: 115505 (2025) - [j327]Jiaming Liu, Linghe Kong, Jiajie Yan, Guihai Chen:
Mesh-Aligned 3D Gaussian Splatting for Multi-Resolution Anti-Aliasing Rendering. IEEE Trans. Circuits Syst. Video Technol. 35(8): 7368-7379 (2025) - [j326]Xun Song, Jiaqi Zheng, Hao Qian, Shiju Zhao, Hongxuan Zhang, Xuntao Pan, Guihai Chen:
In Search of a Memory-Efficient Framework for Online Cardinality Estimation. IEEE Trans. Knowl. Data Eng. 37(1): 392-407 (2025) - [j325]Nan Yu, Haipeng Dai, Lin Chen, Xiaoyu Wang, Shuai Wang, Guihai Chen, Bin Dong, Mingwei Zhang:
Fault-Tolerant Wireless Charger Placement. IEEE Trans. Mob. Comput. 24(5): 3903-3917 (2025) - [j324]Songli Zhang, Zhenzhe Zheng, Fan Wu, Bingshuai Li, Yunfeng Shao, Guihai Chen:
MIDDLE: A Mobility-Driven Device-Edge-Cloud Federated Learning Framework. IEEE Trans. Mob. Comput. 24(6): 4589-4606 (2025) - [j323]Haihan Zhang, Haipeng Dai, Yu Qiu, Enze Yu, Ruiben Zhou, Weijun Wang, Jingwu Wang, Guihai Chen:
Optimizing Monitoring Utility of Uncrewed Aerial Vehicles Considering Adverse Effects. IEEE Trans. Mob. Comput. 24(7): 5996-6013 (2025) - [j322]Mingxin Cai, Chen Ma, Yuchen Li, Zhonghao Lyu, Yutong Liu, Linghe Kong, Guihai Chen:
UCMM: Unsupervised Convolutional Networks for Accurate and Efficient Map Matching With Mobile Cellular Data. IEEE Trans. Mob. Comput. 24(7): 6062-6074 (2025) - [j321]Jiale Zhang, Longhao Yi, Xiaofeng Gao, Shahzad Sarwar Bhatti, Ting Yuan, Guihai Chen:
Task Scheduling Mechanism for Crowdsourcing in Mobile Social Networks. IEEE Trans. Mob. Comput. 24(9): 8714-8728 (2025) - [j320]Haibo Liu, Zhenzhe Zheng, Fan Wu, Guihai Chen:
From Non-IID to IID: Mobility-Aware Hierarchical Federated Learning With Client-Edge Association Control. IEEE Trans. Mob. Comput. 24(11): 11717-11730 (2025) - [j319]Chengfei Lv, Chaoyue Niu, Yu Cai, Xiaotang Jiang, Fan Wu, Guihai Chen:
ARSys: An Efficient and Cross-Platform Development, Deployment, and Runtime System for Mobile Augmented Reality. IEEE Trans. Mob. Comput. 24(11): 12655-12671 (2025) - [j318]Rui Xing, Zhenzhe Zheng, Fan Wu, Guihai Chen:
User Context Generation for Large Language Models From Mobile Sensing Data. IEEE Trans. Mob. Comput. 24(12): 13678-13695 (2025) - [j317]Zewei Xin, Qinya Li, Bowen Sheng, Fan Wu, Guihai Chen:
Scale-Shift Attention in Polarization Domain for Fine-Grained Classification of Satellite ISAR Images. IEEE Trans. Multim. 27: 6092-6101 (2025) - [j316]Kexin Liu, Chang Liu, Qingyue Wang, Zhiqiang Li, Lu Lu, Xiaoliang Wang, Fu Xiao, Ying Zhang, Wanchun Dou, Guihai Chen, Chen Tian:
An Anatomy of Token-Based Congestion Control. IEEE Trans. Netw. 33(2): 479-493 (2025) - [j315]Zhuoxuan Du, Jiaqi Zheng, Hebin Yu, Hongquan Zhang, Guihai Chen:
Libra: A Congestion Control Framework for Diverse Application Preferences and Network Conditions. IEEE Trans. Netw. 33(2): 510-525 (2025) - [j314]Chengyuan Huang, Yibo Xiao, Tianfan Zhang, Chao Yang, Dong Zhang, Bingheng Yan, Ahmed M. Abdelmoniem, Gianni Antichi, Xiaoliang Wang, Fu Xiao, Wanchun Dou, Guihai Chen, Hao Yin, Chen Tian:
Troubleshooting Programmable Data Planes via Real-Time Table Information Recording. IEEE Trans. Netw. 33(4): 1646-1659 (2025) - [j313]Zhaochen Zhang, Xu Zhang, Zhaoxiang Bao, Liang Wei, Chaohong Tan, Wanchun Dou, Guihai Chen, Chen Tian:
Courier: A Unified Communication Agent to Support Concurrent Flow Scheduling in Cluster Computing. IEEE Trans. Parallel Distributed Syst. 36(5): 861-876 (2025) - [j312]Hancheng Wang, Haipeng Dai, Shusen Chen, Meng Li, Rong Gu, Youyou Lu, Chengxun Wu, Jiaqi Zheng, Lexi Xu, Guihai Chen:
Parallel Wormhole Filters: High-Performance Approximate Membership Query Data Structures for Persistent Memory. IEEE Trans. Parallel Distributed Syst. 36(11): 2229-2246 (2025) - [j311]Yucen Gao, Dejun Kong, Haipeng Dai, Xiaofeng Gao, Jiaqi Zheng, Fan Wu, Guihai Chen:
A Dual-Embedding Based Reinforcement Learning Scheme for Task Assignment Problem in Spatial Crowdsourcing. World Wide Web (WWW) 28(1): 13 (2025) - [c529]Hongxuan Zhang, Yao Zhao, Jiaqi Zheng, Chenyi Zhuang, Jinjie Gu, Guihai Chen:
CSR: Achieving 1 Bit Key-Value Cache via Sparse Representation. AAAI 2025: 25860-25867 - [c528]Junyi Chen, Shihao Bai, Zaijun Wang, Siyu Wu, Chuheng Du, Hailong Yang, Ruihao Gong, Shengzhong Liu, Fan Wu, Guihai Chen:
Pre³: Enabling Deterministic Pushdown Automata for Faster Structured LLM Generation. ACL (1) 2025: 11253-11267 - [c527]Zibo Wang, Yijia Zhang, Fuchun Wei, Bingqiang Wang, Yanlin Liu, Zhiheng Hu, Jingyi Zhang, Xiaoxin Xu, Jian He, Xiaoliang Wang, Wanchun Dou, Guihai Chen, Chen Tian:
Using Analytical Performance/Power Model and Fine-Grained DVFS to Enhance AI Accelerator Energy Efficiency. ASPLOS (1) 2025: 1118-1132 - [c526]Yuhang Zhou, Zhibin Wang, Guyue Liu, Shipeng Li, Xi Lin, Zibo Wang, Yongzhong Wang, Fuchun Wei, Jingyi Zhang, Zhiheng Hu, Yanlin Liu, Chunsheng Li, Ziyang Zhang, Yaoyuan Wang, Bin Zhou, Wanchun Dou, Guihai Chen, Chen Tian:
Squeezing Operator Performance Potential for the Ascend Architecture. ASPLOS (2) 2025: 1156-1171 - [c525]Hang Zeng, Chaoyue Niu, Fan Wu, Chengfei Lv, Guihai Chen:
Querier-Aware LLM: Generating Personalized Responses to the Same Query from Different Queriers. CIKM 2025: 4024-4035 - [c524]Hongji Dong, Yunlong Cheng, Tin Ping Chan, Xiaofeng Gao, Guihai Chen:
TRACE: A Targeted Recommender for VM Assignment in Cloud Environment. CLUSTER 2025: 1-11 - [c523]Hengyu Ye, Yulong Song, Zhipeng Bian, Xiaofeng Gao, Guihai Chen, Xin Jin, Zhenli Sheng:
CloudChurn: Optimizing Enterprise Customer Churn Prediction in Cloud Services for Huawei Cloud. DASFAA (6) 2025: 294-307 - [c522]Liang Mi, Weijun Wang, Wenming Tu, Qingfeng He, Rui Kong, Xinyu Fang, Yazhu Dong, Yikang Zhang, Yuanchun Li, Meng Li, Haipeng Dai, Guihai Chen, Yunxin Liu:
Empower Vision Applications with LoRA LMM. EuroSys 2025: 261-277 - [c521]Zhaochen Zhang, Feiyang Xue, Keqiang He, Zhimeng Yin, Gianni Antichi, Jiaqi Gao, Yizhi Wang, Rui Ning, Haixin Nan, Xu Zhang, Peirui Cao, Xiaoliang Wang, Wanchun Dou, Guihai Chen, Chen Tian:
Enabling Virtual Priority in Data Center Congestion Control. EuroSys 2025: 396-412 - [c520]Yanqing Chen, Li Wang, Jingzhi Wang, Songyue Liu, Keqiang He, Jian Wang, Xiaoliang Wang, Wanchun Dou, Guihai Chen, Chen Tian:
Marlin: Enabling High-Throughput Congestion Control Testing in Large-Scale Networks. EuroSys 2025: 460-474 - [c519]Zhihao Xu, Maozhe Zhao, Qinya Li, Shengzhong Liu, Fan Wu, Guihai Chen:
Distributed DNN-based Video Analytics with Adaptive Multi-Device Collaboration. ICDCS 2025: 221-231 - [c518]Minyuan Zhou, Jiaqi Zheng, Congying Wang, Guihai Chen, Wanchun Dou:
AnyTuner: Optimizing IP Anycast Performance via Strategic BGP Routing Policy. ICNP 2025: 1-12 - [c517]Peirui Cao, Rui Ning, Hongwei Yang, Zhaochen Zhang, Chang Liu, Rui Li, Yongqi Yang, Yunzhuo Liu, Chengyuan Huang, Tao Sun, Xiaodong Duan, Guihai Chen, Chen Tian:
PortFC: Designing High-performance Deadlock-free BCube Networks. ICS 2025: 1052-1063 - [c516]Yucen Gao, Yunlong Cheng, Chan Tin Ping, Xiaofeng Gao, Guihai Chen:
RL with Balanced Reward and Masking Mechanism for Multi-NUMA Virtual Machine Scheduling. IMCOM 2025: 1-6 - [c515]Yutong Liu, Haiming Jin, Yinjie Wang Yao, Yunxiang Chen, Yimin Zhao, Linghe Kong, Rui Li, Xiaoyang Liu, Guihai Chen:
Distributed On-Orbit Sparse Coding for Efficient Space Situational Awareness Image Transmission. INFOCOM 2025: 1-10 - [c514]Chan Tin Ping, Yunlong Cheng, Yizhan Zhu, Xiaofeng Gao, Guihai Chen:
Symmetry-Preserving Architecture for Multi-NUMA Environments (SPANE): A Deep Reinforcement Learning Approach for Dynamic VM Scheduling. INFOCOM 2025: 1-10 - [c513]Shiju Zhao, Jiaqi Zheng, Guihai Chen:
Rethinking Failure-Tolerant Traffic Engineering with Demand Prediction. IWQoS 2025: 1-6 - [c512]Yucheng Ding, Yangwenjian Tan, Xiangyu Liu, Chaoyue Niu, Fandong Meng, Jie Zhou, Ning Liu, Fan Wu, Guihai Chen:
Personalized Language Model Learning on Text Data Without User Identifiers. KDD (1) 2025: 224-235 - [c511]Qilong Lin, Yangsu Liu, Dagui Chen, Zhenzhe Zheng, Jian Xu, Bo Zheng, Fan Wu, Guihai Chen:
Robust Data-Driven Auction Design. KDD (2) 2025: 1741-1752 - [c510]Yimin Zhao, Weibo Wang, Xiong Wang, Linghe Kong, Jiadi Yu, Yifei Zhu, Shiyuan Li, Chong He, Guihai Chen:
B2LoRa: Boosting LoRa Transmission for Satellite-IoT Systems with Blind Coherent Combining. MobiCom 2025: 108-122 - [c509]Shangyu Liu, Zhenzhe Zheng, Xiaoyao Huang, Fan Wu, Guihai Chen, Jie Wu:
DRAGON: Enhancing On-Device Model Performance with Distributed Retrieval-Augmented Generation. MobiHoc 2025: 221-230 - [c508]Yumou Liu, Zhenzhe Zheng, Fan Wu, Guihai Chen:
Online Contract Design for Creator Economy in the Era of GenAI. MobiHoc 2025: 311-320 - [c507]Kexin Liu, Zhaochen Zhang, Chang Liu, Yizhi Wang, Vamsi Addanki, Stefan Schmid, Qingyue Wang, Wei Chen, Xiaoliang Wang, Jiaqi Zheng, Wenhao Sun, Tao Wu, Ke Meng, Fei Chen, Weiguang Wang, Bingyang Liu, Wanchun Dou, Guihai Chen, Chen Tian:
Pyrrha: Congestion-Root-Based Flow Control to Eliminate Head-of-Line Blocking in Datacenter. NSDI 2025: 379-405 - [c506]Xuan Zeng, Haoran Xu, Chen Chen, Xumiao Zhang, Xiaoxi Zhang, Xu Chen, Guihai Chen, Yubing Qiu, Yiping Zhang, Chong Hao, Ennan Zhai:
Learning Production-Optimized Congestion Control Selection for Alibaba Cloud CDN. NSDI 2025: 827-845 - [c505]Hao Zheng, Xin Yan, Wenbo Li, Jiaqi Zheng, Xiaoliang Wang, Qingqing Zhao, Luyou He, Xiaofei Lai, Feng Gao, Fuguang Huang, Wanchun Dou, Guihai Chen, Chen Tian:
When P4 Meets Run-to-completion Architecture. NSDI 2025: 1487-1505 - [c504]Zhuoran Li, Yucen Gao, Yu Yin, Xinle Li, Hui Gao, Xiaofeng Gao, Guihai Chen:
DRNCS: Dual-Level Route Generation Model Based on Node Contraction and Shortcuts. ECML/PKDD (3) 2025: 177-192 - [c503]Maozhe Zhao, Shengzhong Liu, Fan Wu, Guihai Chen:
Responsive DNN Adaptation for Video Analytics against Environment Shift via Hierarchical Mobile-Cloud Collaborations. SenSys 2025: 317-331 - [c502]Chenxu Wang, Xumiao Zhang, Runwei Lu, Xianshang Lin, Xuan Zeng, Xinlei Zhang, Zhe An, Gongwei Wu, Jiaqi Gao, Chen Tian, Guihai Chen, Guyue Liu, Yuhong Liao, Tao Lin, Dennis Cai, Ennan Zhai:
Towards LLM-Based Failure Localization in Production-Scale Networks. SIGCOMM 2025: 496-511 - [c501]Qingkai Meng, Hao Zheng, Zhenhui Zhang, ChonLam Lao, Chengyuan Huang, Baojia Li, Ziyuan Zhu, Hao Lu, Weizhen Dang, Zitong Lin, Weifeng Zhang, Lingfeng Liu, Yuanyuan Gong, Chunzhi He, Xiaoyuan Hu, Yinben Xia, Xiang Li, Zekun He, Yachen Wang, Xianneng Zou, Kun Yang, Gianni Antichi, Guihai Chen, Chen Tian:
Astral: A Datacenter Infrastructure for Large Language Model Training at Scale. SIGCOMM 2025: 609-625 - [c500]Jixi Shan, Xiuqi Huang, Yang Guo, Hongyue Mao, Ho-Pang Hsu, Hang Cheng, Can Wang, Jun Song, Rui Shi, Xiaofeng Gao, Jingwei Xu, Shiru Ren, Jiaxiao Zheng, Hua Huang, Lele Yu, Peng Xu, Guihai Chen:
Primus: Unified Training System for Large-Scale Deep Learning Recommendation Models. USENIX ATC 2025: 905-922 - [c499]Yuhang Zhou, Zibo Wang, Zhibin Wang, Ruyi Zhang, Chen Tian, Xiaoliang Wang, Wanchun Dou, Guihai Chen, Bingqiang Wang, Yonghong Tian, Yan Zhang, Hui Wang, Fuchun Wei, Boquan Sun, Jingyi Zhang, Bin She, Teng Su, Yifan Yao, Chunsheng Li, Ziyang Zhang, Yaoyuan Wang, Bin Zhou, Guyue Liu:
Accelerating Model Training on Ascend Chips: An Industrial System for Profiling, Analysis and Optimization. USENIX ATC 2025: 1387-1408 - [c498]Jiale Zhang, Yang Luo, Yunlong Cheng, Leixia Wang, Xiaofeng Gao, Xiaochun Yang, Guihai Chen:
Timely Watchers: Cost-Effective Schedule for Urban Sensor Patrols. WASA (2) 2025: 418-430 - [c497]Yongxuan Han, Shengzhong Liu, Fan Wu, Guihai Chen:
ABO: Abandon Bayer Filter for Adaptive Edge Offloading in Responsive Augmented Reality. WWW 2025: 673-684 - [i83]Yucheng Ding, Yangwenjian Tan, Xiangyu Liu, Chaoyue Niu, Fandong Meng, Jie Zhou, Ning Liu, Fan Wu, Guihai Chen:
Personalized Language Model Learning on Text Data Without User Identifiers. CoRR abs/2501.06062 (2025) - [i82]Shiju Zhao, Junhao Hu, Rongxiao Huang, Jiaqi Zheng, Guihai Chen:
MPIC: Position-Independent Multimodal Context Caching System for Efficient MLLM Serving. CoRR abs/2502.01960 (2025) - [i81]Jiaming Liu, Linghe Kong, Guihai Chen:
Improving SAM for Camouflaged Object Detection via Dual Stream Adapters. CoRR abs/2503.06042 (2025) - [i80]Steeve Cuthbert Marcelyn, Yucen Gao, Yuzhe Zhang, Xiaofeng Gao, Guihai Chen:
PathGPT: Leveraging Large Language Models for Personalized Route Generation. CoRR abs/2504.05846 (2025) - [i79]Shangyu Liu, Zhenzhe Zheng, Xiaoyao Huang, Fan Wu, Guihai Chen, Jie Wu:
Efficient Distributed Retrieval-Augmented Generation for Enhancing Language Model Performance. CoRR abs/2504.11197 (2025) - [i78]Tin Ping Chan, Yunlong Cheng, Yizhan Zhu, Xiaofeng Gao, Guihai Chen:
Symmetry-Preserving Architecture for Multi-NUMA Environments (SPANE): A Deep Reinforcement Learning Approach for Dynamic VM Scheduling. CoRR abs/2504.14946 (2025) - [i77]Chaoyue Niu, Yucheng Ding, Junhui Lu, Zhengxiang Huang, Hang Zeng, Yutong Dai, Xuezhen Tu, Chengfei Lv, Fan Wu, Guihai Chen:
Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions. CoRR abs/2504.15300 (2025) - [i76]Yongxuan Han, Shengzhong Liu, Fan Wu, Guihai Chen:
ABO: Abandon Bayer Filter for Adaptive Edge Offloading in Responsive Augmented Reality. CoRR abs/2504.20370 (2025) - [i75]Maozhe Zhao, Shengzhong Liu, Fan Wu, Guihai Chen:
Responsive DNN Adaptation for Video Analytics against Environment Shift via Hierarchical Mobile-Cloud Collaborations. CoRR abs/2505.00745 (2025) - [i74]Kai Liu, Qian Zheng, Kaiwen Tao, Zhiteng Li, Haotong Qin, Wenbo Li, Yong Guo, Xianglong Liu, Linghe Kong, Guihai Chen, Yulun Zhang, Xiaokang Yang:
Low-bit Model Quantization for Deep Neural Networks: A Survey. CoRR abs/2505.05530 (2025) - [i73]Zhibin Wang, Rui Ning, Chao Fang, Zhonghui Zhang, Xi Lin, Shaobo Ma, Mo Zhou, Xue Li, Zhongfeng Wang, Chengying Huan, Rong Gu, Kun Yang, Guihai Chen, Sheng Zhong, Chen Tian:
FlashForge: Ultra-Efficient Prefix-Aware Attention for LLM Decoding. CoRR abs/2505.17694 (2025) - [i72]Zhiteng Li, Hanxuan Li, Junyi Wu, Kai Liu, Linghe Kong, Guihai Chen, Yulun Zhang, Xiaokang Yang:
DVD-Quant: Data-free Video Diffusion Transformers Quantization. CoRR abs/2505.18663 (2025) - [i71]Hang Zeng, Xiangyu Liu, Yong Hu, Chaoyue Niu, Fan Wu, Shaojie Tang, Guihai Chen:
Automated Privacy Information Annotation in Large Language Model Interactions. CoRR abs/2505.20910 (2025) - [i70]Jiarui Zhang, Xiangyu Liu, Yong Hu, Chaoyue Niu, Fan Wu, Guihai Chen:
Query Routing for Retrieval-Augmented Language Models. CoRR abs/2505.23052 (2025) - [i69]Yimin Zhao, Weibo Wang, Xiong Wang, Linghe Kong, Jiadi Yu, Yifei Zhu, Shiyuan Li, Chong He, Guihai Chen:
B2LoRa: Boosting LoRa Transmission for Satellite-IoT Systems with Blind Coherent Combining. CoRR abs/2505.24140 (2025) - [i68]Jiatong Li, Libo Zhu, Haotong Qin, Jingkai Wang, Linghe Kong, Guihai Chen, Yulun Zhang, Xiaokang Yang:
QuantFace: Low-Bit Post-Training Quantization for One-Step Diffusion Face Restoration. CoRR abs/2506.00820 (2025) - [i67]Junyi Chen, Shihao Bai, Zaijun Wang, Siyu Wu, Chuheng Du, Hailong Yang, Ruihao Gong, Shengzhong Liu, Fan Wu, Guihai Chen:
Pre3: Enabling Deterministic Pushdown Automata for Faster Structured LLM Generation. CoRR abs/2506.03887 (2025) - [i66]Zhengxiang Huang, Chaoyue Niu, Zhaode Wang, Jiarui Xue, Hanming Zhang, Yugang Wang, Zewei Xin, Xiaotang Jiang, Chengfei Lv, Fan Wu, Guihai Chen:
MNN-AECS: Energy Optimization for LLM Decoding on Mobile Devices via Adaptive Core Selection. CoRR abs/2506.19884 (2025) - [i65]Yang Luo, Haoyang Luan, Haoyun Pan, Yongquan Jia, Xiaofeng Gao, Guihai Chen:
PAF-Net: Phase-Aligned Frequency Decoupling Network for Multi-Process Manufacturing Quality Prediction. CoRR abs/2507.22840 (2025) - [i64]Zibo Wang, Yuhang Zhou, Zhibin Wang, Shipeng Li, Xinjing Huang, Chendong Cai, Bingxu Mu, Yuqing Sun, Zhiheng Hu, Bin She, Shu You, Guanghuan Fang, Rong Gu, Wanchun Dou, Guihai Chen, Chen Tian:
Chameleon: Taming Dynamic Operator Sequences for Memory-Intensive LLM Training. CoRR abs/2509.11076 (2025) - [i63]Bonan Zhang, Zhongqi Chen, Bowen Song, Qinya Li, Fan Wu, Guihai Chen:
ConfClip: Confidence-Weighted and Clipped Reward for Reinforcement Learning in LLMs. CoRR abs/2509.17730 (2025) - [i62]Yuhang Xu, Shengzhong Liu, Dong Zhang, Bingheng Yan, Fan Wu, Guihai Chen:
Nova: Real-Time Agentic Vision-Language Model Serving with Adaptive Cross-Stage Parallelization. CoRR abs/2509.21301 (2025) - [i61]Junyi Chen, Chuheng Du, Renyuan Liu, Shuochao Yao, Dingtian Yan, Jiang Liao, Shengzhong Liu, Fan Wu, Guihai Chen:
TokenFlow: Responsive LLM Text Streaming Serving under Request Burst via Preemptive Scheduling. CoRR abs/2510.02758 (2025) - [i60]Chen Gong, Yan Zhuang, Zhenzhe Zheng, Yiliu Chen, Sheng Wang, Fan Wu, Guihai Chen:
Optimizing Storage Overhead of User Behavior Log for ML-embedded Mobile Apps. CoRR abs/2510.13405 (2025) - [i59]Gucongcong Fan, Chaoyue Niu, Chengfei Lyu, Fan Wu, Guihai Chen:
CORE: Reducing UI Exposure in Mobile Agents via Collaboration Between Cloud and Local LLMs. CoRR abs/2510.15455 (2025) - [i58]Shuli Zhang, Hao Zhou, Jiaqi Zheng, Guibin Jiang, Bing Cheng, Wei Lin, Guihai Chen:
Bi-Level Decision-Focused Causal Learning for Large-Scale Marketing Optimization: Bridging Observational and Experimental Data. CoRR abs/2510.19517 (2025) - [i57]Chengying Huan, Ziheng Meng, Yongchao Liu, Zhengyi Yang, Yun Zhu, Yue Yun, Shipeng Li, Rong Gu, Xiabao Wu, Haitao Zhang, Chuntao Hong, Shaonan Ma, Guihai Chen, Chen Tian:
Scaling Graph Chain-of-Thought Reasoning: A Multi-Agent Framework with Efficient LLM Serving. CoRR abs/2511.01633 (2025) - [i56]Chenyu Mu, Guihai Chen, Xun Yang, Erkun Yang, Cheng Deng:
MetaDCSeg: Robust Medical Image Segmentation via Meta Dynamic Center Weighting. CoRR abs/2511.18894 (2025) - [i55]Chengying Huan, Lizheng Chen, Zhengyi Yang, Shaonan Ma, Rong Gu, Renjie Yao, Zhibin Wang, Mingxing Zhang, Fang Xi, Jie Tao, Gang Zhang, Guihai Chen, Chen Tian:
OrchANN: A Unified I/O Orchestration Framework for Skewed Out-of-Core Vector Search. CoRR abs/2512.22838 (2025) - 2024
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MpScope: Enabling multi-pipeline monitoring inside a switch. Comput. Networks 254: 110764 (2024) - [j309]Zimo Liao, Meng Jin, Shun An, Chaoyue Niu, Fan Wu, Tao Deng, Guihai Chen:
Waving Hand as Infrared Source for Ubiquitous Gas Sensing. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8(2): 69:1-69:26 (2024) - [j308]Wenhao Zhang, Haipeng Dai, Dongyu Xia, Yang Pan, Zeshui Li, Wei Wang, Zhen Li, Lei Wang, Guihai Chen:
mP-Gait: Fine-grained Parkinson's Disease Gait Impairment Assessment with Robust Feature Analysis. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8(3): 142:1-142:31 (2024) - [j307]Yatong Chen, Chenzhi Hu, Tomoyoshi Kimura, Qinya Li, Shengzhong Liu, Fan Wu, Guihai Chen:
SemiCMT: Contrastive Cross-Modal Knowledge Transfer for IoT Sensing with Semi-Paired Multi-Modal Signals. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8(4): 198:1-198:30 (2024) - [j306]Yikai Yan, Chaoyue Niu, Yucheng Ding, Zhenzhe Zheng, Shaojie Tang, Qinya Li, Fan Wu, Chengfei Lyu, Yanghe Feng, Guihai Chen:
Federated Optimization Under Intermittent Client Availability. INFORMS J. Comput. 36(1): 185-202 (2024) - [j305]Yangsu Liu, Zhenzhe Zheng, Fan Wu, Guihai Chen:
When Crowdsourcing Meets Data Markets: A Fair Data Value Metric for Data Trading. J. Comput. Sci. Technol. 39(3): 671-690 (2024) - [j304]Yuchen Li, Haoyi Xiong, Linghe Kong, Jiang Bian, Shuaiqiang Wang, Guihai Chen, Dawei Yin:
GS2P: a generative pre-trained learning to rank model with over-parameterization for web-scale search. Mach. Learn. 113(8): 5331-5349 (2024) - [j303]Yixin Wu, Xiuqi Huang, Wei Zhongjia, Hang Cheng, Chaohui Xin, Zuzhi Chen, Binbin Chen, Yufei Wu, Hao Wang, Tieying Zhang, Rui Shi, Xiaofeng Gao, Yuming Liang, Pengwei Zhao, Guihai Chen:
Towards Resource Efficiency: Practical Insights into Large-Scale Spark Workloads at ByteDance. Proc. VLDB Endow. 17(12): 3759-3771 (2024) - [j302]Zeshui Li, Yang Pan, Haipeng Dai, Wenhao Zhang, Zhen Li, Wei Wang, Guihai Chen:
PD-Gait: Contactless and privacy-preserving gait measurement of Parkinson's disease patients using acoustic signals. Softw. Pract. Exp. 54(9): 1733-1753 (2024) - [j301]Nan Yu, Bin Dong, Yuben Qu, Mingwei Zhang, Guihai Chen, Qingqing Tan, Yanyan Wang, Haipeng Dai:
Multiple-Allocation Hub-and-Spoke Network Design With Maximizing Airline Profit Utility in Air Transportation Network. IEEE Trans. Intell. Transp. Syst. 25(7): 7294-7310 (2024) - [j300]Haonan Zhang, Yuyang Ren, Luoyi Fu, Xinbing Wang, Guihai Chen, Chenghu Zhou:
Multi-Scale Self-Supervised Graph Contrastive Learning With Injective Node Augmentation. IEEE Trans. Knowl. Data Eng. 36(1): 261-274 (2024) - [j299]Mingxin Li, Hancheng Wang, Haipeng Dai, Meng Li, Chengliang Chai, Rong Gu, Feng Chen, Zhiyuan Chen, Shuaituan Li, Qizhi Liu, Guihai Chen:
A Survey of Multi-Dimensional Indexes: Past and Future Trends. IEEE Trans. Knowl. Data Eng. 36(8): 3635-3655 (2024) - [j298]Jiale Zhang, Tianxiang Jiang, Xiaofeng Gao, Guihai Chen:
An Online Fairness-Aware Task Planning Approach for Spatial Crowdsourcing. IEEE Trans. Mob. Comput. 23(1): 150-163 (2024) - [j297]Junqin Huang, Linghe Kong, Long Cheng, Hong-Ning Dai, Meikang Qiu, Guihai Chen, Xue (Steve) Liu, Gang Huang:
BlockSense: Towards Trustworthy Mobile Crowdsensing via Proof-of-Data Blockchain. IEEE Trans. Mob. Comput. 23(2): 1016-1033 (2024) - [j296]Lei Wang, Haoran Wan, Ting Zhao, Ke Sun, Shuyu Shi, Haipeng Dai, Guihai Chen, Haodong Liu, Wei Wang:
SCALAR: Self-Calibrated Acoustic Ranging for Distributed Mobile Devices. IEEE Trans. Mob. Comput. 23(2): 1701-1716 (2024) - [j295]Jianzhi Tang, Luoyi Fu, Fei Long, Xinbing Wang, Guihai Chen, Chenghu Zhou:
Which Link Matters? Maintaining Connectivity of Uncertain Networks Under Adversarial Attack.