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戚琦 (Qi Qi)

beijing university of posts and telecommunications

29H-index
331Paper Count
3.9KCitation Count
Published Papers 89
Publication Date
Enhancing MLLMs for Online Understanding in Video Services via Preference Optimization
err2026-04-24
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PREAI
errQi Qi; Yixiao He; Menghao Zhang; Haifeng Sun; Pengfei Ren; Huazheng Wang; Jianxin Liao; Jingyu Wang
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LLM-Powered Intent-Driven Configuration Generation for Multi-Vendor Networks
err2026-03-18
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PREAI
errJingyu Wang; Bo He; Jinyu Zhao; Yixin Xuan; Haifeng Sun; Qi Qi; Junzhe Liang; Zirui Zhuang; Jianxin Liao
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MCAKE: Memory-Augmented Autoencoder with Contrastive Learning for Unsupervised Anomaly Detection
err2025-09-19
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PREAI
errChengsen Wang; Qi Qi; Jinming Wu; Haifeng Sun; Zirui Zhuang; Yuhan Jing; Lianyuan Li; Jingyu Wang
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Revolutionizing Network Autonomy with Intent-Based Network Digital Twins: Architecture, Challenges, and Innovations
err2025-08-01
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PREAI
errJingyu Wang; Lingqi Guo; Cheng Zhou; Zhixian Chu; Jianyu Wu; Qi Qi; Zirui Zhuang; Haifeng Sun; Jianxin Liao
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Anomaly Detection on Interleaved Log Data With Semantic Association Mining on Log-Entity Graph
err2025-02-01
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PREAI
errChu, Guojun; Wang, Jingyu; Qi, Qi; Sun, Haifeng; Zhuang, Zirui; He, Bo; Jing, Yuhan; Zhang, Lei; Liao, Jianxin
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Fast and Scalable Data Plane Verification for Burst Updates With Edge-Predicate
err2025-01-01
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errOAAI
errJingyu Wang; Chenyang Zhao; Zirui Zhuang; Qi Qi; Yuebin Guo; Haifeng Sun; Lingqi Guo; Jianxin Liao
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Enabling Foundation Models: A Distributed Collaboration Framework Based on Graph Federated Learning
err2024-11-01
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PREAI
errChen, Jiewei; Guo, Shaoyong; Qi, Qi; Hao, Jiakai; Guo, Song; Qiu, Xuesong
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PsyQoE: Improving Quality-of-Experience Assessment With Psychological Effects in Video Streaming
err2024-11-01
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PREAI
errSheng, Daoxu; Qi, Qi; Wang, Jingyu; Li, Lianyuan; Yu, Wei; Liao, Jianxin
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Fast and Scalable ACL Policy Solving Under Complex Constraints With Graph Neural Networks
err2024-10-01
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PREAI
errSun, Haifeng; Liao, Xingjian; Wang, Jingyu; Qi, Qi; Zhuang, Zirui; Liao, Jianxin; Wu, Dapeng Oliver
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Diner: Interpretable Anomaly Detection for Seasonal Time Series in Web Services
err2024-09-01
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PREAI
errJing, Yuhan; Wang, Jingyu; Qi, Ji; Qi, Qi; He, Bo; Zhuang, Zirui; Wu, Naixing; Liao, Jianxin
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One Teacher is Enough: A Server-Clueless Federated Learning With Knowledge Distillation
err2024-09-01
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PREAI
errNing, Wanyi; Qi, Qi; Wang, Jingyu; Zhu, Mengde; Li, Shaolong; Yang, Guang; Liao, Jianxin
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Cognition Guided Video Anomaly Detection Framework for Surveillance Services
err2024-09-01
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PREAI
errZhang, Menghao; Wang, Jingyu; Qi, Qi; Zhuang, Zirui; Sun, Haifeng; Liao, Jianxin
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ShuttleBus: Dense Packet Assembling With QUIC Stream Multiplexing for Massive IoT
err2024-08-01
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PREAI
errHe, Bo; Wang, Jingyu; Qi, Qi; Ye, Qiang; Li, Qihao; Liao, Jianxin; Shen, Xuemin
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Dynamic Network Slice for Bursty Edge Traffic
err2024-08-01
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PREAI
errHan, Rongxin; Wang, Jingyu; Qi, Qi; Chen, Dezhi; Zhuang, Zirui; Sun, Haifeng; Fu, Xiaoyuan; Liao, Jianxin; Guo, Song
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Transformer-Based Reinforcement Learning for Scalable Multi-UAV Area Coverage
err2024-08-01
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PREAI
errChen, Dezhi; Qi, Qi; Fu, Qianlong; Wang, Jingyu; Liao, Jianxin; Han, Zhu
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Slice Sandwich: Jagged Slicing Multi-Tier Dynamic Resources for Diversified V2X Services
err2024-05-01
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errOAAI
errLiu, Yu; Zhuang, Zirui; Qi, Qi; Wang, Jingyu; Chen, Dezhi; Lu, Lu; Yang, Hongwei; Liao, Jianxin; Han, Zhu
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PICO: Pipeline Inference Framework for Versatile CNNs on Diverse Mobile Devices
err2024-04-01
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errOAAI
errYang, Xiang; Xu, Zikang; Qi, Qi; Wang, Jingyu; Sun, Haifeng; Liao, Jianxin; Guo, Song
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Research Directions

网络智能边缘智能分布式机器学习深度强化学习轻量化神经网络