Mert Cemri

According to our database, Mert Cemri authored at least 15 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

The Time is Here for Just-in-Time Systems: Challenges and Opportunities.

Shu Liu, Alexander Krentsel, Shubham Agarwal, Mert Cemri, Ziming Mao, Soujanya Ponnapalli, Alexandros G. Dimakis, Sylvia Ratnasamy, Matei Zaharia, Aditya G. Parameswaran, Ion Stoica

CoRR, May, 2026

Inductive Deductive Synthesis: Enabling AI to Generate Formally Verified Systems.

Shubham Agarwal, Alexander Krentsel, Shu Liu, Mert Cemri, Audrey Cheng, Rui Meng, Tomas Pfister, Chun-Liang Li, Sylvia Ratnasamy, Aditya G. Parameswaran, Matei Zaharia, Ion Stoica, Mohsen Lesani

CoRR, May, 2026

EvoX: Meta-Evolution for Automated Discovery.

Shu Liu, Shubham Agarwal, Monishwaran Maheswaran, Mert Cemri, Zhifei Li, Qiuyang Mang, Ashwin Naren, Ethan Boneh, Audrey Cheng, Melissa Z. Pan, Alexander Du, Kurt Keutzer, Alexandros G. Dimakis, Koushik Sen, Matei Zaharia, Ion Stoica

CoRR, February, 2026

AdaEvolve: Adaptive LLM Driven Zeroth-Order Optimization.

Mert Cemri, Shubham Agrawal, Akshat Gupta, Shu Liu, Audrey Cheng, Qiuyang Mang, Ashwin Naren, Lutfi Eren Erdogan, Koushik Sen, Matei Zaharia, Alex Dimakis, Ion Stoica

CoRR, February, 2026

SkyDiscover: A Flexible, Adaptive Framework for AI-Driven Scientific and Algorithmic Discovery.

Shu Liu, Mert Cemri, Shubham Agarwal, Alexander Krentsel, Ashwin Naren, Qiuyang Mang, Zhifei Li, Akshat Gupta, Monishwaran Maheswaran, Audrey Cheng, Melissa Z. Pan, Ethan Boneh, Kannan Ramchandran, Koushik Sen, Matei Zaharia, Alexandros G. Dimakis, Ion Stoica

Proceedings of the ACM Conference on AI and Agentic Systems, 2026

2025

Let the Barbarians In: How AI Can Accelerate Systems Performance Research.

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

CoRR, December, 2025

Controlling Performance and Budget of a Centralized Multi-agent LLM System with Reinforcement Learning.

Bowen Jin, TJ Collins, Donghan Yu, Mert Cemri, Shenao Zhang, Mengyu Li, Jay Tang, Tian Qin, Zhiyang Xu, Jiarui Lu, Guoli Yin, Jiawei Han, Zirui Wang

CoRR, November, 2025

COMPASS: A Multi-Turn Benchmark for Tool-Mediated Planning & Preference Optimization.

Tian Qin, Felix Bai, Ting-Yao Hu, Raviteja Vemulapalli, Hema Swetha Koppula, Zhiyang Xu, Bowen Jin, Mert Cemri, Jiarui Lu, Zirui Wang, Meng Cao

CoRR, October, 2025

Barbarians at the Gate: How AI is Upending Systems Research.

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

CoRR, October, 2025

SPECS: Faster Test-Time Scaling through Speculative Drafts.

Mert Cemri, Nived Rajaraman, Rishabh Tiwari, Xiaoxuan Liu, Kurt Keutzer, Ion Stoica, Kannan Ramchandran, Ahmad Beirami, Ziteng Sun

CoRR, June, 2025

Why Do Multi-Agent LLM Systems Fail?

Mert Cemri, Melissa Z. Pan, Shuyi Yang, Lakshya A. Agrawal, Bhavya Chopra, Rishabh Tiwari, Kurt Keutzer, Aditya G. Parameswaran, Dan Klein, Kannan Ramchandran, Matei A. Zaharia, Joseph E. Gonzalez, Ion Stoica

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning.

Hao Bai, Yifei Zhou, Jiayi Pan, Mert Cemri, Alane Suhr, Sergey Levine, Aviral Kumar

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Asynchronous Social Learning.

Mert Cemri, Virginia Bordignon, Mert Kayaalp, Valentina Shumovskaia, Ali H. Sayed

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Discovering Influencers in Opinion Formation over Social Graphs.

Valentina Shumovskaia, Mert Kayaalp, Mert Cemri, Ali H. Sayed

CoRR, 2022

Unsupervised Simplification of Legal Texts.

Mert Cemri, Tolga Çukur, Aykut Koç

CoRR, 2022