Qing Li
Orcid: 0000-0002-6071-473XAffiliations:
- Peng Cheng Laboratory, Department of Mathematics and Theories, Shenzhen, China
- Southern University of Science and Technology, Shenzhen, China
- Tsinghua University, Graduate School at Shenzhen, China (former)
- Tsinghua University, Department of Computer Science, Beijing, China (PhD 2013)
According to our database1,
Qing Li
authored at least 158 papers
between 2010 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
IEEE Trans. Computers, May, 2024
Empowering In-Network Classification in Programmable Switches by Binary Decision Tree and Knowledge Distillation.
IEEE/ACM Trans. Netw., February, 2024
Generating Neural Networks for Diverse Networking Classification Tasks via Hardware-Aware Neural Architecture Search.
IEEE Trans. Computers, February, 2024
One Train for Two Tasks: An Encrypted Traffic Classification Framework Using Supervised Contrastive Learning.
CoRR, 2024
Quantized Side Tuning: Fast and Memory-Efficient Tuning of Quantized Large Language Models.
CoRR, 2024
CoRR, 2024
One-Step Forward and Backtrack: Overcoming Zig-Zagging in Loss-Aware Quantization Training.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
IEEE Trans. Computers, December, 2023
VRCT: A Viewport Reconstruction-Based 360° Video Caching Solution for Tile-Adaptive Streaming.
IEEE Trans. Broadcast., September, 2023
I Know Your Intent: Graph-enhanced Intent-aware User Device Interaction Prediction via Contrastive Learning.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., September, 2023
Comput. Networks, September, 2023
A Machine Learning-Based Framework for Dynamic Selection of Congestion Control Algorithms.
IEEE/ACM Trans. Netw., August, 2023
AdaptNF: Adaptive service chain scheduling with stateless migration and NF consolidation.
Digit. Commun. Networks, April, 2023
IoTBeholder: A Privacy Snooping Attack on User Habitual Behaviors from Smart Home Wi-Fi Traffic.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., March, 2023
Comput. Networks, February, 2023
A Super-Resolution Flexible Video Coding Solution for Improving Live Streaming Quality.
IEEE Trans. Multim., 2023
IEEE Trans. Cloud Comput., 2023
VaBUS: Edge-Cloud Real-Time Video Analytics via Background Understanding and Subtraction.
IEEE J. Sel. Areas Commun., 2023
Inf. Softw. Technol., 2023
FERN: Leveraging Graph Attention Networks for Failure Evaluation and Robust Network Design.
CoRR, 2023
TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification.
Proceedings of the ACM Web Conference 2023, 2023
Proceedings of the ACM Web Conference 2023, 2023
Proceedings of the 97th IEEE Vehicular Technology Conference, 2023
HorusEye: A Realtime IoT Malicious Traffic Detection Framework using Programmable Switches.
Proceedings of the 32nd USENIX Security Symposium, 2023
Proceedings of the 2023 Workshop on Emerging Multimedia Systems, 2023
BehavSniffer: Sniff User Behaviors from the Encrypted Traffic by Traffic Burst Graphs.
Proceedings of the 20th Annual IEEE International Conference on Sensing, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Reparo: QoE-Aware Live Video Streaming in Low-Rate Networks by Intelligent Frame Recovery.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023
SkyNet: Multi-Drone Cooperation for Real-Time Person Identification and Localization.
Proceedings of the IEEE INFOCOM 2023, 2023
Hawkeye: A Dynamic and Stateless Multicast Mechanism with Deep Reinforcement Learning.
Proceedings of the IEEE INFOCOM 2023, 2023
Dryad: Deploying Adaptive Trees on Programmable Switches for Networking Classification.
Proceedings of the 31st IEEE International Conference on Network Protocols, 2023
Efficient Attack Detection with Multi-Latency Neural Models on Heterogeneous Network Devices.
Proceedings of the 31st IEEE International Conference on Network Protocols, 2023
Proceedings of the 31st IEEE International Conference on Network Protocols, 2023
Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023
Proceedings of the Data Compression Conference, 2023
Proceedings of the 7th Asia-Pacific Workshop on Networking, 2023
Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023
2022
Poche: A Priority-Based Flow-Aware In-Network Caching Scheme in Data Center Networks.
IEEE Trans. Netw. Serv. Manag., December, 2022
IEEE Trans. Parallel Distributed Syst., 2022
Learning-Based Joint QoE Optimization for Adaptive Video Streaming Based on Smart Edge.
IEEE Trans. Netw. Serv. Manag., 2022
IEEE Trans. Netw. Serv. Manag., 2022
QAVA: QoE-Aware Adaptive Video Bitrate Aggregation for HTTP Live Streaming Based on Smart Edge Computing.
IEEE Trans. Broadcast., 2022
IEEE Netw., 2022
J. Netw. Comput. Appl., 2022
ADRIoT: An Edge-Assisted Anomaly Detection Framework Against IoT-Based Network Attacks.
IEEE Internet Things J., 2022
Knowledge-based Temporal Fusion Network for Interpretable Online Video Popularity Prediction.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022
Soter: Deep Learning Enhanced In-Network Attack Detection Based on Programmable Switches.
Proceedings of the 41st International Symposium on Reliable Distributed Systems, 2022
Rethinking the Use of Network Cycle in Time-Sensitive Networking (TSN) Flow Scheduling.
Proceedings of the 30th IEEE/ACM International Symposium on Quality of Service, 2022
Proceedings of the 30th IEEE/ACM International Symposium on Quality of Service, 2022
Proceedings of the 30th IEEE/ACM International Symposium on Quality of Service, 2022
Mousika: Enable General In-Network Intelligence in Programmable Switches by Knowledge Distillation.
Proceedings of the IEEE INFOCOM 2022, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Proceedings of the Computer Security - ESORICS 2022, 2022
Drift-bottle: a lightweight and distributed approach to failure localization in general networks.
Proceedings of the 18th International Conference on emerging Networking EXperiments and Technologies, 2022
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
2021
CoLEAP: Cooperative Learning-Based Edge Scheme With Caching and Prefetching for DASH Video Delivery.
IEEE Trans. Multim., 2021
Video Super-Resolution and Caching - An Edge-Assisted Adaptive Video Streaming Solution.
IEEE Trans. Broadcast., 2021
Caching-enabled networks and its applications into the emerging networking paradigms and technologies.
Internet Technol. Lett., 2021
ALBFL: A novel neural ranking model for software fault localization via combining static and dynamic features.
Inf. Softw. Technol., 2021
Phishing websites detection via CNN and multi-head self-attention on imbalanced datasets.
Comput. Secur., 2021
Self-attentive deep learning method for online traffic classification and its interpretability.
Comput. Networks, 2021
Comput. Networks, 2021
IEEE Access, 2021
Higher quality live streaming under lower uplink bandwidth: an approach of super-resolution based video coding.
Proceedings of the 31st ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2021
Poster: SmartTE: Partially Deployed Segment Routing for Smart Traffic Engineering with Deep Reinforcement Learning.
Proceedings of the IFIP Networking Conference, 2021
QoE Ready to Respond: A QoE-aware MEC Selection Scheme for DASH-based Adaptive Video Streaming to Mobile Users.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
Proceedings of the 29th IEEE/ACM International Symposium on Quality of Service, 2021
Proceedings of the 29th IEEE/ACM International Symposium on Quality of Service, 2021
PUFF: A Passive and Universal Learning-based Framework for Intra-domain Failure Detection.
Proceedings of the IEEE International Performance, 2021
Proceedings of the IEEE International Performance, 2021
A Novel and High-Accuracy Rumor Detection Approach using Kernel Subtree and Deep Learning Networks.
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the 29th IEEE International Conference on Network Protocols, 2021
Proceedings of the 29th IEEE International Conference on Network Protocols, 2021
EPC-TE: Explicit Path Control in Traffic Engineering with Deep Reinforcement Learning.
Proceedings of the IEEE Global Communications Conference, 2021
Proceedings of the 6th IEEE International Conference on Computer and Communication Systems, 2021
2020
A3: An Automatic Topology-Aware Malfunction Detection and Fixation System in Data Center Networks.
CoRR, 2020
Comput. Networks, 2020
Comput. Networks, 2020
ALBFL: A Novel Neural Ranking Model for Software Fault Localization via Combining Static and Dynamic Features.
Proceedings of the 19th IEEE International Conference on Trust, 2020
Proceedings of the SIGCOMM '20: ACM SIGCOMM 2020 Conference, 2020
Proceedings of the 2020 Workshop on Network Meets AI & ML, 2020
Scalable Traffic Engineering for Higher Throughput in Heavily-loaded Software Defined Networks.
Proceedings of the NOMS 2020, 2020
Differentiated Transmission based on Traffic Classification with Deep Learning in DataCenter.
Proceedings of the 2020 IFIP Networking Conference, 2020
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020
2019
HQTimer: A Hybrid ${Q}$ -Learning-Based Timeout Mechanism in Software-Defined Networks.
IEEE Trans. Netw. Serv. Manag., 2019
Proceedings of the 29th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2019
LEAP: learning-based smart edge with caching and prefetching for adaptive video streaming.
Proceedings of the International Symposium on Quality of Service, 2019
Proceedings of the International Symposium on Quality of Service, 2019
Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019
Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019
How Powerful Switches Should be Deployed: A Precise Estimation Based on Queuing Theory.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019
Non-local Self-attention Structure for Function Approximation in Deep Reinforcement Learning.
Proceedings of the IEEE International Conference on Acoustics, 2019
NISU: A Novel Index Structure on Uncertain Data in Large-Scale Publish/Subscribe Systems.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019
2018
IEEE Trans. Netw. Serv. Manag., 2018
Comput. Networks, 2018
Comput. Networks, 2018
Proceedings of the 26th IEEE/ACM International Symposium on Quality of Service, 2018
Proceedings of the 37th IEEE International Performance Computing and Communications Conference, 2018
Proceedings of the 27th International Conference on Computer Communication and Networks, 2018
Proceedings of the 27th International Conference on Computer Communication and Networks, 2018
Proceedings of the 27th International Conference on Computer Communication and Networks, 2018
2017
J. Comput. Sci., 2017
J. Netw. Comput. Appl., 2017
Inf. Sci., 2017
Back-propagation neural network on Markov chains from system call sequences: a new approach for detecting Android malware with system call sequences.
IET Inf. Secur., 2017
Comput. Commun., 2017
Commun. Nonlinear Sci. Numer. Simul., 2017
Comput. Networks, 2017
Comput. Networks, 2017
Proceedings of the 36th IEEE International Performance Computing and Communications Conference, 2017
Proceedings of the 36th IEEE International Performance Computing and Communications Conference, 2017
Proceedings of the 2017 IEEE Conference on Computer Communications Workshops, 2017
Proceedings of the 2017 IEEE Conference on Computer Communications Workshops, 2017
Proceedings of the 2017 IEEE Conference on Computer Communications Workshops, 2017
Proceedings of the 25th IEEE International Conference on Network Protocols, 2017
Balancer: A Traffic-Aware Hybrid Rule Allocation Scheme in Software Defined Networks.
Proceedings of the 26th International Conference on Computer Communication and Networks, 2017
2016
Comput. Networks, 2016
Proceedings of the 41st IEEE Conference on Local Computer Networks, 2016
Proceedings of the 24th IEEE/ACM International Symposium on Quality of Service, 2016
Proceedings of the 24th IEEE/ACM International Symposium on Quality of Service, 2016
Priority-based and Throughput-guaranteed Transport protocol for data center networks.
Proceedings of the IEEE Symposium on Computers and Communication, 2016
Proceedings of the IEEE Symposium on Computers and Communication, 2016
Proceedings of the 35th IEEE International Performance Computing and Communications Conference, 2016
Proceedings of the 2016 IEEE International Conference on Communications, 2016
Proceedings of the 2016 IEEE International Conference on Communications, 2016
2015
KSII Trans. Internet Inf. Syst., 2015
Nexthop-Selectable FIB aggregation: An instant approach for internet routing scalability.
Comput. Commun., 2015
SARD: A Smart Approach of Rule Division for fast flow-level consistent update in SDN.
Comput. Networks, 2015
Proceedings of the 14th IFIP Networking Conference, 2015
Proceedings of the 40th IEEE Conference on Local Computer Networks, 2015
Proceedings of the 34th IEEE International Performance Computing and Communications Conference, 2015
Proceedings of the 34th IEEE International Performance Computing and Communications Conference, 2015
Proceedings of the 34th IEEE International Performance Computing and Communications Conference, 2015
Proceedings of the 24th International Conference on Computer Communication and Networks, 2015
Proceedings of the Third International Conference on Advanced Cloud and Big Data, 2015
2014
Proceedings of the International Conference on Security and Privacy in Communication Networks, 2014
Proceedings of the IEEE 33rd International Performance Computing and Communications Conference, 2014
Proceedings of the IEEE Global Communications Conference, 2014
Proceedings of the IEEE Global Communications Conference, 2014
2013
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013
Proceedings of the 2013 IEEE Global Communications Conference, 2013
2012
Comput. Commun., 2012
Proceedings of the 20th IEEE International Workshop on Quality of Service, 2012
2011
Proceedings of the 19th International Workshop on Quality of Service, 2011
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011
2010
Proceedings of the 18th International Workshop on Quality of Service, 2010
Proceedings of the Global Communications Conference, 2010