Yinlin Deng - RankMe

22 papers A* 6A 1Journal 14Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Demystifying LLM-Based Software Engineering Agents. Proc. ACM Softw. Eng. Chunqiu Steven Xia, Yinlin Deng, Soren Dunn, Lingming Zhang
2025	J	`jnl`	PurpCode: Reasoning for Safer Code Generation. CoRR Jiawei Liu, Nirav Diwan, Zhe Wang, Haoyu Zhai, Xiaona Zhou, Kiet A. Nguyen, Tianjiao Yu, Muntasir Wahed, Yinlin Deng, Hadjer Benkraouda, Yuxiang Wei, Lingming Zhang, Ismini Lourentzou, Gang Wang
2024	J	`jnl`	Agentless: Demystifying LLM-based Software Engineering Agents. CoRR Chunqiu Steven Xia, Yinlin Deng, Soren Dunn, Lingming Zhang
2024	A*	`conf`	Can LLMs Implicitly Learn Numeric Parameter Constraints in Data Science APIs? NeurIPS Yinlin Deng, Chunqiu Steven Xia, Zhezhen Cao, Meiziniu Li, Lingming Zhang
2024	A*	`conf`	ExeDec: Execution Decomposition for Compositional Generalization in Neural Program Synthesis. ICLR Kensen Shi, Joey Hong, Yinlin Deng, Pengcheng Yin, Manzil Zaheer, Charles Sutton
2024	A*	`conf`	Large Language Models are Edge-Case Generators: Crafting Unusual Programs for Fuzzing Deep Learning Libraries. ICSE Yinlin Deng, Chunqiu Steven Xia, Chenyuan Yang, Shizhuo Dylan Zhang, Shujing Yang, Lingming Zhang
2024	A*	`conf`	NExT: Teaching Large Language Models to Reason about Code Execution. ICML Ansong Ni, Miltiadis Allamanis, Arman Cohan, Yinlin Deng, Kensen Shi, Charles Sutton, Pengcheng Yin
2024	J	`jnl`	NExT: Teaching Large Language Models to Reason about Code Execution. CoRR Ansong Ni, Miltiadis Allamanis, Arman Cohan, Yinlin Deng, Kensen Shi, Charles Sutton, Pengcheng Yin
2024	J	`jnl`	Top Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM. CoRR Chunqiu Steven Xia, Yinlin Deng, Lingming Zhang
2024	J	`jnl`	WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models. Proc. ACM Program. Lang. Chenyuan Yang, Yinlin Deng, Runyu Lu, Jiayi Yao, Jiawei Liu, Reyhaneh Jabbarvand, Lingming Zhang
2023	A*	`conf`	Fuzzing Automatic Differentiation in Deep-Learning Libraries. ICSE Chenyuan Yang, Yinlin Deng, Jiayi Yao, Yuxing Tu, Hanchi Li, Lingming Zhang
2023	J	`jnl`	Fuzzing Automatic Differentiation in Deep-Learning Libraries. CoRR Chenyuan Yang, Yinlin Deng, Jiayi Yao, Yuxing Tu, Hanchi Li, Lingming Zhang
2023	A	`conf`	Large Language Models Are Zero-Shot Fuzzers: Fuzzing Deep-Learning Libraries via Large Language Models. ISSTA Yinlin Deng, Chunqiu Steven Xia, Haoran Peng, Chenyuan Yang, Lingming Zhang
2023	J	`jnl`	Large Language Models are Edge-Case Fuzzers: Testing Deep Learning Libraries via FuzzGPT. CoRR Yinlin Deng, Chunqiu Steven Xia, Chenyuan Yang, Shizhuo Dylan Zhang, Shujing Yang, Lingming Zhang
2023	J	`jnl`	White-box Compiler Fuzzing Empowered by Large Language Models. CoRR Chenyuan Yang, Yinlin Deng, Runyu Lu, Jiayi Yao, Jiawei Liu, Reyhaneh Jabbarvand, Lingming Zhang
2022	J	`jnl`	Coverage-Guided Tensor Compiler Fuzzing with Joint IR-Pass Mutation. CoRR Jiawei Liu, Yuxiang Wei, Sen Yang, Yinlin Deng, Lingming Zhang
2022	J	`jnl`	Coverage-guided tensor compiler fuzzing with joint IR-pass mutation. Proc. ACM Program. Lang. Jiawei Liu, Yuxiang Wei, Sen Yang, Yinlin Deng, Lingming Zhang
2022	A*	`conf`	Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source. ICSE Anjiang Wei, Yinlin Deng, Chenyuan Yang, Lingming Zhang
2022	J	`jnl`	Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source. CoRR Anjiang Wei, Yinlin Deng, Chenyuan Yang, Lingming Zhang
2022	J	`jnl`	Fuzzing Deep-Learning Libraries via Automated Relational API Inference. CoRR Yinlin Deng, Chenyuan Yang, Anjiang Wei, Lingming Zhang
2022	J	`jnl`	Fuzzing Deep-Learning Libraries via Large Language Models. CoRR Yinlin Deng, Chunqiu Steven Xia, Haoran Peng, Chenyuan Yang, Lingming Zhang
2022	—	`conf`	Fuzzing deep-learning libraries via automated relational API inference. ESEC/SIGSOFT FSE Yinlin Deng, Chenyuan Yang, Anjiang Wei, Lingming Zhang