Lakshya A. Agrawal

12 papers A* 1Journal 9Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Barbarians at the Gate: How AI is Upending Systems Research. CoRR Audrey Cheng, Shu Liu, Melissa Z. Pan, Zhifei Li, Bowen Wang, Alex Krentsel, Tian Xia, Mert Cemri, Jongseok Park, Shuo Yang, Jeff Chen, Lakshya A. Agrawal, Aditya Desai, Jiarong Xing, Koushik Sen, Matei Zaharia, Ion Stoica
2025	J	`jnl`	GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning. CoRR Lakshya A. Agrawal, Shangyin Tan, Dilara Soylu, Noah Ziems, Rishi Khare, Krista Opsahl-Ong, Arnav Singhvi, Herumb Shandilya, Michael J. Ryan, Meng Jiang, Christopher Potts, Koushik Sen, Alexandros G. Dimakis, Ion Stoica, Daniel Klein, Matei Zaharia, Omar Khattab
2025	—	`conf`	LangProBe: a Language Program Benchmark. EMNLP (Findings) Shangyin Tan, Lakshya A. Agrawal, Arnav Singhvi, Liheng Lai, Michael J. Ryan, Daniel Klein, Omar Khattab, Koushik Sen, Matei Zaharia
2025	J	`jnl`	LangProBe: a Language Programs Benchmark. CoRR Shangyin Tan, Lakshya A. Agrawal, Arnav Singhvi, Liheng Lai, Michael J. Ryan, Dan Klein, Omar Khattab, Koushik Sen, Matei Zaharia
2025	J	`jnl`	Let the Barbarians In: How AI Can Accelerate Systems Performance Research. CoRR Audrey Cheng, Shu Liu, Melissa Z. Pan, Zhifei Li, Shubham Agarwal, Mert Cemri, Bowen Wang, Alexander Krentsel, Tian Xia, Jongseok Park, Shuo Yang, Jeff Chen, Lakshya A. Agrawal, Ashwin Naren, Shulu Li, Ruiying Ma, Aditya Desai, Jiarong Xing, Koushik Sen, Matei Zaharia, Ion Stoica
2025	J	`jnl`	Measuring Agents in Production. CoRR Melissa Z. Pan, Negar Arabzadeh, Riccardo Cogo, Yuxuan Zhu, Alexander Xiong, Lakshya A. Agrawal, Huanzhi Mao, Emma Shen, Sid Pallerla, Liana Patel, Shu Liu, Tianneng Shi, Xiaoyuan Liu, Jared Quincy Davis, Emmanuele Lacavalla, Alessandro Basile, Shuyi Yang, Paul Castro, Daniel Kang, Joseph E. Gonzalez, Koushik Sen, Dawn Song, Ion Stoica, Matei Zaharia, Marquita Ellis
2025	J	`jnl`	Multi-module GRPO: Composing Policy Gradients and Prompt Optimization for Language Model Programs. CoRR Noah Ziems, Dilara Soylu, Lakshya A. Agrawal, Isaac Miller, Liheng Lai, Chen Qian, Kaiqiang Song, Meng Jiang, Daniel Klein, Matei Zaharia, Karel D'Oosterlinck, Christopher Potts, Omar Khattab
2025	J	`jnl`	Why Do Multi-Agent LLM Systems Fail? CoRR Mert Cemri, Melissa Z. Pan, Shuyi Yang, Lakshya A. Agrawal, Bhavya Chopra, Rishabh Tiwari, Kurt Keutzer, Aditya G. Parameswaran, Dan Klein, Kannan Ramchandran, Matei Zaharia, Joseph E. Gonzalez, Ion Stoica
2023	J	`jnl`	Guiding Language Models of Code with Global Context using Monitors. CoRR Lakshya A. Agrawal, Aditya Kanade, Navin Goyal, Shuvendu K. Lahiri, Sriram K. Rajamani
2023	A*	`conf`	Monitor-Guided Decoding of Code LMs with Static Analysis of Repository Context. NeurIPS Lakshya A. Agrawal, Aditya Kanade, Navin Goyal, Shuvendu K. Lahiri, Sriram K. Rajamani
2022	—	`conf`	A SPARQL to Cypher Transpiler: Proposal and Initial Results. COMAD/CODS Lakshya A. Agrawal, Nikunj Singhal, Raghava Mutharaju
2020	J	`jnl`	A Novel Sentiment Analysis Engine for Preliminary Depression Status Estimation on Social Media. CoRR Sudhir Kumar Suman, Hrithwik Shalu, Lakshya A. Agrawal, Archit Agrawal, Juned Kadiwala