Publications:

2025:

[17]. Peizhuang Cong,Tong Yang, Yuchao Zhang, Wendong Wang, Ke Xu. MICO: Efficient Query Scheduling for Multi-Cloud Deployed LLM Inference Service.[J]. SCIENCE CHINA Information Sciences (SCIS), 2025.

[16]. Peizhuang Cong, Qizhi Chen, Haochen Zhao, Tong Yang. BATON: Enhancing Batch-wise Inference Efficiency for Large Language Models via Dynamic Re-batching[C]. The Web Conference (WWW 2025).

2024:

[15]. Yuchao Zhang, Huahai Zhang, Peizhuang Cong, Wendong Wang. ROND: Rethinking Overlay Network Design with Underlay Network Awareness[C]. The 20th International Conference on emerging Networking EXperiments and Technologies (CoNEXT 2024).

2023:

[14]. Peizhuang Cong, Yuchao Zhang, Lei Wang, Wendong Wang, Xiangyang Gong, Tong Yang, Dan Li, Ke Xu. DIT and Beyond: Inter-domain Routing with Intra-domain Awareness for IIoT[J]. IEEE Internet of Things Journal (IoTJ), 2023.

[13]. Yuchao Zhang, Huahai Zhang, Peizhuang Cong, Wendong Wang, Ke Xu. Grandet: Cost-aware Traffic Scheduling Without Prior Knowledge in SD-WAN[C]. IEEE/ACM 31th International Symposium on Quality of Service (IWQoS 2023). Best Paper Candidate (top 7 out of 264 submissions)

[12]. Peizhuang Cong, Yuchao Zhang, Wendong Wang, Ke Xu. SOHO-FL: A Fast Reconvergent Intra-domain Routing Scheme Using Federated Learning[J]. IEEE Network, 2023.

2022:

[11]. Yuchao Zhang^, Pengmiao Li^, Peizhuang Cong^, Huan Zou^, Xiaotian Wang^, Xiaofeng He^. Web 3.0: Developments and Directions of the Future Internet Architecture?[C]. International Conference on Web Services (ICWS 2022) (^equal contribution).

[10]. Peizhuang Cong, Yuchao Zhang, Bin Liu, Wendong Wang, Zehui Xiong, Ke Xu. A&B: AI and Block-based TCAM Entries Replacement Scheme for Routers[J]. IEEE Journal on Selected Areas in Communications (JSAC), 2022.

[9]. Peizhuang Cong, Yuchao Zhang, Lei Wang, Hao Ni, Wendong Wang, Xiangyang Gong, Tong Yang, Dan Li, Ke Xu. Break the Blackbox! Desensitize Intra-domain Information for Inter-domain Routing[C]. IEEE/ACM 30th International Symposium on Quality of Service (IWQoS 2022).

2021:

[8]. Yuchao Zhang, Peizhuang Cong, Bin Liu, Wendong Wang, Ke Xu. AIR: An AI-based TCAM Entry Replacement Scheme for Routers[C]. IEEE/ACM 29th International Symposium on Quality of Service (IWQoS 2021).

[7]. Peizhuang Cong, Yuchao Zhang, Zheli Liu, Thar Baker, Hissam Tawfik, Wendong Wang, Ke Xu, Ruidong Li, Fuliang Li. A Deep Reinforcement Learning-based Multi-Optimality Routing Scheme for Dynamic IoT Networks[J]. Computer Networks (CN), 2021.

[6]. Peizhuang Cong, Yuchao Zhang, Wendong Wang, Ning Zhang. DND: Driver Node Detection for Control Message Diffusion in Smart Transportations [J]. IEEE Transactions on Network and Service Management (TNSM), 2021.

[5]. Peizhuang Cong, Yuchao Zhang, Wendong Wang, Ke Xu, Ruidong Li, Fuliang Li. A Deep Reinforcement Learning-based Routing Scheme with Two Modes for Dynamic Networks[C]. 2021 IEEE International Conference on Communications (ICC 2021).

2020:

[4]. Peizhuang Cong, Yuchao Zhang, Ye Tian, Wendong Wang, Dan Li. Design of federated routing mechanism in cross-domain scenario[J]. Telecommunications Science (in Chinese).

[3]. Yuchao Zhang, Ye Tian, Wendong Wang, Peizhuang Cong, Chao Chen, Dan Li, Ke Xu. Federated Routing Scheme for Large-scale Domain Network[C]. IEEE International Conference on Computer Communications (INFOCOM’2020) Poster, 2020.

2019:

[2]. Peizhuang Cong, Ye Tian, Xiangyang Gong, Xirong Que, Wendong Wang. A survey of key protocol and application scenario of time-sensitive network[J]. Telecommunications Science, 2019, 35(10): 31-42.(in Chinese). Top5 Popular Document

[1]. Peizhuang Cong, Yuchao Zhang, Wendong Wang, Bo Bai. DND: The Controlability of Dynamic Temporal Network in Smart Transportations[C]. 2019 IEEE Global Communications Conference (GlobeCom) AIoTCSCL Workshop, 2019.

Preprint:

[3]. Peizhuang Cong, Wenpu Liu, Wenhan Yu, Haochen Zhao, Tong Yang. Rank Also Matters: Hierarchical Configuration for Mixture of Adapter Experts in LLM Fine-Tuning. Preprint, 2025.

[2]. Shimao Chen, Zirui Liu, Zhiying Wu, Ce Zheng, Peizhuang Cong, Zihan Jiang, Yuhan Wu, Lei Su, Tong Yang. INT-FlashAttention: Enabling Flash Attention for INT8 Quantization. Preprint, 2024.

[1]. Peizhuang Cong, Aomufei Yuan, Shimao Chen, Yuxuan Tian, Bowen Ye, Tong Yang. Prediction Is All MoE Needs: Expert Load Distribution Goes from Fluctuating to Stabilizing. Preprint, 2024.

Patents:

[2]. 丛培壮; 杨仝; 陈齐治. 一种提升大语言模型批量推理效率的处理方法, 已受理.

[1]. 张宇超; 丛培壮; 王文东; 阙喜戎. 一种智能交通场景下的动态网络可控性方法, 已授权.

IETF Draft:

[1]. Yuchao Zhang, Peizhuang Cong, Haiyang Jiang, Lei Wang, Wendong Wang. Desensitize Intra-domain Information for Inter-domain Routing. draft-yuchaozhang-i2bgp (individual) [link]