Zhendong Tan

About Me

I am currently a second year Ph.D. student in the Department of Computer Science at Xi’an Jiaotong University supervised by Professor Xingjun Zhang. Before that, I obtained bachelor degree at Xi’an Jiaotong University in 2023. My research interests include efficient model inference, large language models, model compression, and high-performance computing and storage.

Education

2023-now Ph.D. in Computer Science, Xi’an Jiaotong University

2019-2023 B.S. in Computer Science, Xi’an Jiaotong University

Publications

• Zhendong Tan, Xingjun Zhang, Zheng Wei. WRP: Weight Recover Prune for Structured Sparsity The 62nd Annual Meeting of the Association for Computational Linguistics (ACL), August 2024.
• Zheng Wei, Xingjun Zhang, Zhendong Tan. Unifying and revisiting Sharpness-Aware Minimization with noise-injected micro-batch scheduler for efficiency improvement[J]. Neural Networks, 2025: 107205.
• Zhihang Cai, Xingjun Zhang, Zhendong Tan, Zheng Wei. NQKV: A KV Cache Quantization Scheme Based on Normal Distribution Characteristics Neural Networks (Under Review)

Awards

• Phytium Cup 2024 “Innovative Application Design of Multicore Systems Based on the Phytium Platform”, National Third Prize
• Mathematical Contest in Modeling (MCM) 2023, Finalist
• Mathematical Contest in Modeling (MCM) 2022, Finalist
• Second Prize Scholarship 2022 at Xi’an Jiaotong University
• Third Prize Scholarship 2021 at Xi’an Jiaotong University

Internships

Jun. 2022 to Sep. 2022 Internship at Huawei, Xi’an, China. Topic: HarmonyOS Development.

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