Publications:

2025:

[18]. Peizhuang Cong, Yuchao Zhang, Jun Wang, Wendong Wang, Tong Yang, Dan Li, Ke Xu. I2BGP: A Privacy-Preserving Intra-AS State-Assisted Inter-AS Routing Scheme[J]. IEEE/ACM Transactions on Networking (ToN), 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:

[5]. Feiyu Wang, Xinyu Tan, Bokai Huang, Yihao Zhang, Guoan Wang, Peizhuang Cong, Tong Yang. FAIRY2I: Training Complex LLMs from Real LLMs with All Parameters in {±1, ±𝑖}. Preprint, 2025.

[4]. Liya Zhu*, Peizhuang Cong*, Aowei Ji*, Wenya Wu, Jiani Hou, Chunjie Wu, Xiang Gao, Jingkai Liu, Zhou Huan, Xuelei Sun, Yang Yang, Jianpeng Jiao, Liang Hu, Xinjie Chen, Jiashuo Liu, Jingzhe Ding, Tong Yang, Zaiyuan Wang, Ge Zhang, Wenhao Huang. FPLQA: A Long-Tail Professional Forum-based Benchmark for LLM Evaluation. Preprint, 2025.(Co-first Author)

[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, 已授权.

[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]