User-Distribution and Server-Heterogeneity Aware Edge Data Distribution
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Zou, Guobing (Shanghai University); Bu, Shengyuan (Shanghai University); Yang, Song (School of Computer Engineering and Science, Shanghai University, China); Hu, Shengxiang (Shanghai Ideal Information Industry (Group) Co., Ltd. China Telecom); Pang, Shengye (Shanghai University); Gan, Yanglan (Donghua University); Zhang, Bofeng (Shanghai Polytechnic University)
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CoGRAID: Collaborative Grounding with Active Interactive Disambiguation over a Dynamic Knowledge Graph
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Gao, Li (Chongqing University); Zhou, Pengzhan (Chongqing University); Li, Ziyi (Chongqing University); Qin, Zhida (Beijing Institute of Technology); Luo, Youyu (Chongqing University); Lai, Yanhan (Chongqing University); Liu, Yu (The Hong Kong Polytechnic University); Chen, Chao (Chongqing University)
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Cognitive Reflection Chain: Two-Stage Collaborative Correction for LLM Reasoning
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Zhou, Hefeng (Shanghai Jiao Tong University); Zhang, Jinxuan (Carnegie Mellon University); Chen, Sicheng (Hohai University); Liu, Yuxin (Shanghai Jiao Tong University); Lou, Jiong (Shanghai Jiao Tong University); Qu, Jingjing (Shanghai Artificial Intelligence Laboratory); Li, Jie (Shanghai Jiao Tong University)
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FedIPE: A Federated Heterogeneous Feature Alignment Framework for Cross-Platform Information Propagation Evaluation
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Yan, Haorui (School of Computer Science, Shanghai Jiao Tong University); Liu, Hongfu (College of Information, Mechanical and Electrical Engineering, Shanghai Normal University); Zhang, Yutong (School of Computer Science, Shanghai Jiao Tong University); Li, Daicheng (Global College, Shanghai Jiao Tong University); Chen, Kerui (Beijing University of Posts and Telecommunications)
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Edge-assisted Global Fusion and Path Planning for Multi-UAV Emergency Evacuation under Dynamic Obstacle Uncertainty
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Yi, Meng (Zhejiang University of Finance and Economics); Tao, Wang (Zhejiang University of Finance and Economics); Wang, Lemeng (Zhejiang University of Finance and Economics); Xiao, Ziren (Loughborough University); Li, Peisong (Xidian University)
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FLAME: Achieving Fairness in Mobile Crowdsourcing Task Allocation via LLM-Driven Multi-Agent Collaboration
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Wang, Yaru (School of Software, Shandong University, Jinan, China); He, Wei (School of Software, Shandong University, Jinan, China); Fang, Wei (Shandong Province Key Laboratory of Independent and Reliable Computing Technology and Equipment, Jinan, China); Cui, Lizhen (School of Software, Shandong University, Jinan, China; Joint SDU-NTU Centre for Artificial Intelligence Research (C-FAIR), Jinan, China)
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Priority-Driven Multi-Agent Reinforcement Learning for DAG Task Scheduling in Cloud-Edge Systems
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Sun, Xiaoning (Chongqing Normal University); Yang, Wenyi (Chongqing Normal University); Zhang, Zi (Chongqing Normal University); Xia, Yunni (Chongqing University); Xiao, Xuan (Chongqing Normal University); Zheng, Wanbo (Kunming University of Science and Technology)
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Heterogeneity-Aware Decentralized Federated Learning via Column-Wise Aggregation and Topology Evolution
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Liu, Su (Macao Polytechnic University); Shen, Hong (Central Queensland University); LAM, Chan-Tong (Macao Polytechnic University); EDDIE, LAW KA LUN (Macao Polytechnic University)
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Less but More: Concept-Aware Structured Pruning for Time Series Foundation Models
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Liang, Yan (North China University of Technology); Li, Han (North China University of Technology); Shen, Jiuan (North China University of Technology); Chen, Chaofan (North China University of Technology)
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MSAM: A Forecasting Model through Multi-Scale Attention Mamba on Multivariate Time Series
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Zhang, Xin (North China University of Technology); Ding, Weilong (North China University of Technology); Yang, Yang (North China University of Technology); Xue, Ruizhi (North China University of Technology); Dai, Xiaoteng (North China University of Technology)
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DADBA: Data Augmentation-based Distributed Backdoor Attack in Federated Learning
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Wang, Changji (Guangdong University of Foreign Studies); Jiang, Quanquan (Guangdong University of Foreign Studies); Liang, Chao (Guangdong University of Foreign Studies); Liu, Zhen (Guangdong University of Foreign Studies); Liu, Ning (Guangdong University of Foreign Studies); Zhang, Jingjing (Guangdong University of Foreign Studies); Gan, Qingqing (Guangdong University of Foreign Studies)
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A Cluster-Auction Algorithm for Joint Model Deployment and Task Offloading in Vehicular Edge Computing
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Chen, Haowei (Guangdong University of Technology); Wu, Yalan (Guangdong University of Technology); Huang, Jiale (Guangdong University of Technology); Wu, Jigang (Guangdong University of Technology)
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EPGD: A Dataset for Event Process Graph Extraction from Procedural Text
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Lu, Huixian (Zhejiang University of Technology); Cao, Bin (Zhejiang University of Technology); Guo, Wei (Zhejiang University of Technology); Wang, Jiaxing (Zhejiang University of Technology); Fan, Jing (Zhejiang University of Technology); Wang, Ting (Zhejiang University of Technology); Li, Haili (University of Exeter)
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AIT Academy: Cultivating the Complete Agent with a Confucian Three-Domain Curriculum
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Li, Jiaqi (Institute of Information Engineering, Chinese Academy of Sciences); Zhao, Yang (University of Chinese Academy of Sciences); Sun, Bin (Network Management Center, China Mobile Group Liaoning Company Limited); Yu, Yang (Tencent Security Xuanwu Lab); Chang, Jian (CHINA UNICOM ONLINE INFORMATION TECHNOLOGY CO., LTD.); Zhai, Lidong (Institute of Information Engineering, Chinese Academy of Sciences)
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Mobility-Aware Multi-Agent Task Offloading for Freshness-Constrained Vehicular Edge Computing
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Ren, Bingqing (School of Computer Science and Engineering, Southeast University); Zhou, Tianwai (Future Network Research Center, Southeast University); Yang, Peng (School of Computer Science and Engineering, Southeast University); Yang, Dongmei (School of Computer Science and Engineering, Southeast University); Song, Kun (School of Computer Science and Engineering, Southeast University)
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An Edge-Cloud Collaborative Learning for DNS Tunnel Detection via Graph-guided Mamba
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Yang, Yan (School of Computer Science and Engineering, Tianjin University of Technology); Gong, Liangyi (Computer Network Information Center, Chinese Academy of Sciences); Jia, Shilin (CNCERT/CC); Zhang, Guangxing (Institute of Computing Technology, Chinese Academy of Sciences); Jiang, Haiyang (Institute of Computing Technology, Chinese Academy of Sciences); Zhao, Chunlei (School of Computer Science and Engineering, Tianjin University of Technology)
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MPBitNet: A Mixed-Precision BitNet for Efficient Password Guessing
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Zhang, Xinyi (Information Engineering University); Ma, Yuke (Information Engineering University); Chen, Jialin (Fudan University); Liu, Zhengyu (Information Engineering University); Gao, Yanzhao (Information Engineering University); Zhang, Fan (Fudan University); Qi, Xiaofeng (Information Engineering University)
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SmartAuto: Personalized Collaborative Automation for Smart Homes with Ambiguous Requests and Evolving Preferences
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Luo, Youyu (Chongqing University); Zhou, Pengzhan (Chongqing University); Qu, Fang (Chongqing University); Li, Ziyi (Chongqing University); Lai, Yanhan (Chongqing University); Qin, Zhida (Beijing Institute of Technology); Liu, Yu (Department of Computing，Hong Kong Polytechnic University); Luo, Fulin (Chongqing University); Chen, Chao (Chongqing University)
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SegPSM: Structural Segmentation for Interpretable Password Strength Modeling
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Ma, Yuke (Information Engineering University); Wang, Xinghao (Information Engineering University); Zhang, Hao (Information Engineering University); Zhang, Beilei (Information Engineering University); Li, Kunlin (Southeast University); Guo, Wei (Information Engineering University); Gao, Yanzhao (Information Engineering University); Yu, Hongtao (Information Engineering University)
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Federated Learning with Logit Calibrated Knowledge Distillation for Missing Classes
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Wang, Haopeng (Shanghai University); Liu, Tong (Shanghai University); Cui, Yangguang (Shanghai University); Zheng, Zhenzhe Shanghai Jiao Tong University); Xu, Xiao (Shanghai University)
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EChatML: An Agent-Supported System for Natural Language Construction of Machine Learning Models
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Zhang, YiHe (Institute of Software, Chinese Academy of Sciences); Guo, Weichao (Institute of Software, Chinese Academy of Sciences); Zhang, TianHao (Institute of Software, Chinese Academy of Sciences); Fan, Mingming (The Hong Kong University of Science and Technology (Guangzhou), Guangzhou 511453, China); Feng, Guihuan (State Key Laboratory for Novel Software Technology, Nanjing University Nanjing 210023 China); Chen, Xinguo (Institute of Software, Chinese Academy of Sciences); Liu, Jie (Institute of Software, Chinese Academy of Sciences)
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PAFL: A Privacy-preserving Authenticated Federated Learning Framework for VANETs
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Deng, Xinyang (Dalian Minzu University); Wu, Xiaohong (Dalian Minzu University); Qi, Qinggele (Dalian Minzu University); Zhang, Jianxin (Dalian Minzu University)
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LLM-Based Explainable Recommendation with Semantic Modeling and Multi-View Alignment
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Bi, Zhongqin (Shanghai University of Electric Power); Tang, Liping (Shanghai University of Electric Power); Zhang, Weina (Shanghai University of Electric Power/College of Computer Science and Technology)
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Focal Attention-Guided Knowledge Distillation for 3D Object Detection
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Jia, Huangcheng (Hangzhou International Innovation Institute, Beihuang University); Wu, Junda (Hangzhou International Innovation Institute, Beihuang University); Yang, Yiying (Hangzhou International Innovation Institute, Beihuang University); Zhang, Yuchen (Hangzhou International Innovation Institute, Beihuang University); Ouyang, Zhenchao (Hangzhou International Innovation Institute, Beihuang University & Tianmushan Laboratory)
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