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Zheng, Changgang
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1

Toward Continuous Threat Defense: in-Network Traffic Analys..:

Zang, Mingyuan ; Zheng, Changgang ; Dittmann, Lars.
IEEE Internet of Things Journal.  11 (2024)  6 - p. 9244-9257 , 2024
Link: https://doi.org/10.1109/..
 
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2

In-Network Machine Learning Using Programmable Network Devi..:

Zheng, Changgang ; Hong, Xinpeng ; Ding, Damu...
IEEE Communications Surveys & Tutorials.  26 (2024)  2 - p. 1171-1200 , 2024
Link: https://doi.org/10.1109/..
 
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3

IIsy: Hybrid In-Network Classification Using Programmable S..:

Zheng, Changgang ; Xiong, Zhaoqi ; Bui, Thanh T....
IEEE/ACM Transactions on Networking.  32 (2024)  3 - p. 2555-2570 , 2024
Link: https://doi.org/10.1109/..
 
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4

E-Commerce Bot Traffic: In-Network Impact, Detection, and M..:

, In: 2024 27th Conference on Innovation in Clouds, Internet and Networks (ICIN),
Hemmatpour, Masoud ; Zheng, Changgang ; Zilberman, Noa - p. 179-185 , 2024
Link: https://doi.org/10.1109/..
 
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5

LOBIN: In-Network Machine Learning for Limit Order Books:

, In: 2023 IEEE 24th International Conference on High Performance Switching and Routing (HPSR),
Hong, Xinpeng ; Zheng, Changgang ; Zohren, Stefan. - p. 159-166 , 2023
Link: https://doi.org/10.1109/..
 
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6

Federated Learning-Based In-Network Traffic Analysis on IoT..:

, In: 2023 IFIP Networking Conference (IFIP Networking),
Zang, Mingyuan ; Zheng, Changgang ; Koziak, Tomasz.. - p. 1-6 , 2023
Link: https://doi.org/10.23919..
 
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7

A Novel State Space Exploration Method for the Sparse-Rewar..:

, In: Artificial Intelligence XL; Lecture Notes in Computer Science,
Liu, Xi ; Ma, Long ; Chen, Zhen... - p. 216-221 , 2023
Link: https://doi.org/10.1007/..
 
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8

QCMP : Load Balancing via In-Network Reinforcement Learn..:

, In: Proceedings of the 2nd ACM SIGCOMM Workshop on Future of Internet Routing & Addressing,
Zheng, Changgang ; Rienecker, Benjamin ; Zilberman, Noa - p. 35-40 , 2023
Link: https://dl.acm.org/doi/1..
 
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9

P4Pir : in-network analysis for smart IoT gateways:

, In: Proceedings of the SIGCOMM '22 Poster and Demo Sessions,
Zang, Mingyuan ; Zheng, Changgang ; Stoyanov, Radostin.. - p. 46-48 , 2022
Link: https://dl.acm.org/doi/1..
 
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10

Reward-Reinforced Generative Adversarial Networks for Multi..:

Zheng, Changgang ; Yang, Shufan ; Parra-Ullauri, Juan Marcelo..
IEEE Transactions on Emerging Topics in Computational Intelligence.  6 (2022)  3 - p. 479-488 , 2022
Link: https://doi.org/10.1109/..
 
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11

Towards Secure Multi-Agent Deep Reinforcement Learning: Adv..:

, In: 2022 IEEE Conference on Dependable and Secure Computing (DSC),
Zheng, Changgang ; Zhen, Chen ; Xie, Haiyong. - p. 1-8 , 2022
Link: https://doi.org/10.1109/..
 
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12

Reducing variations in multi-center Alzheimer's disease cla..:

Cobbinah, Bernard M. ; Sorg, Christian ; Yang, Qinli...
Medical Image Analysis.  82 (2022)  - p. 102585 , 2022
Link: https://doi.org/10.1016/..
 
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13

Linnet : limit order books within switches:

, In: Proceedings of the SIGCOMM '22 Poster and Demo Sessions,
Hong, Xinpeng ; Zheng, Changgang ; Zohren, Stefan. - p. 37-39 , 2022
Link: https://dl.acm.org/doi/1..
 
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14

Event-driven temporal models for explanations - ETeMoX: exp..:

Parra-Ullauri, Juan Marcelo ; García-Domínguez, Antonio ; Bencomo, Nelly...
Software and Systems Modeling.  21 (2021)  3 - p. 1091-1113 , 2021
Link: https://doi.org/10.1007/..
 
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15

Modular neural network via exploring category hierarchy:

Han, Wei ; Zheng, Changgang ; Zhang, Rui...
Information Sciences.  569 (2021)  - p. 496-507 , 2021
Link: https://doi.org/10.1016/..
 
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