Mert Cemri

According to our database, Mert Cemri authored at least 9 papers between 2022 and 2025.

Collaborative distances:

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

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 Zaharia, Joseph E. Gonzalez, Ion Stoica

CoRR, March, 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 38: 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