Shizhuo Dylan Zhang

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 8

Top Topics

Scientific Databases

Top Venues

Trans. Mach. Learn. Res.

Publications

Changshu Liu, Shizhuo Dylan Zhang, Reyhaneh Jabbarvand
CodeMind: A Framework to Challenge Large Language Models for Code Reasoning. CoRR (2024)
Minyang Tian, Luyu Gao, Shizhuo Dylan Zhang, Xinan Chen, Cunwei Fan, Xuefei Guo, Roland Haas, Pan Ji, Kittithat Krongchon, Yao Li, Shengyan Liu, Di Luo, Yutao Ma, Hao Tong, Kha Trinh, Chenyu Tian, Zihan Wang, Bohao Wu, Yanyu Xiong, Shengzhu Yin, Minhui Zhu, Kilian Lieret, Yanxin Lu, Genglin Liu, Yufeng Du, Tianhua Tao, Ofir Press, Jamie Callan, Eliu A. Huerta, Hao Peng
SciCode: A Research Coding Benchmark Curated by Scientists. CoRR (2024)
Shizhuo Dylan Zhang, Curt Tigges, Zory Zhang, Stella Biderman, Maxim Raginsky, Talia Ringer
Transformer-Based Models Are Not Yet Perfect At Learning to Emulate Structural Recursion. Trans. Mach. Learn. Res. 2024 (2024)
Yinlin Deng, Chunqiu Steven Xia, Chenyuan Yang, Shizhuo Dylan Zhang, Shujing Yang, Lingming Zhang
Large Language Models are Edge-Case Generators: Crafting Unusual Programs for Fuzzing Deep Learning Libraries. ICSE (2024)
Shizhuo Dylan Zhang, Curt Tigges, Zory Zhang, Stella Biderman, Maxim Raginsky, Talia Ringer
Transformer-Based Models Are Not Yet Perfect At Learning to Emulate Structural Recursion. CoRR (2024)
Shizhuo Dylan Zhang, Talia Ringer, Emily First
Getting More out of Large Language Models for Proofs. CoRR (2023)
Shizhuo Dylan Zhang, Curt Tigges, Stella Biderman, Maxim Raginsky, Talia Ringer
Can Transformers Learn to Solve Problems Recursively? CoRR (2023)
Yinlin Deng, Chunqiu Steven Xia, Chenyuan Yang, Shizhuo Dylan Zhang, Shujing Yang, Lingming Zhang
Large Language Models are Edge-Case Fuzzers: Testing Deep Learning Libraries via FuzzGPT. CoRR (2023)