MC
Mert Cemri
cs.AIcs.CLcs.LGcs.SEcs.DCcs.NEcs.DBcs.LOcs.MAcs.PL
On Valency
published · living versionsW_472urbcs·v1 · currentpublished
FrontierCS 2: A Benchmark for Computer Science R&D
with Qiuyang Mang, Wenhao Chai, Runyuan He, Dongruixuan Li +56
1 version
Preprints & journals
18 papers in the corpus · 2022–2026FrontierCS 2: A Benchmark for Computer Science R&D2610.29932v1 · Qiuyang Mang, Wenhao Chai, Runyuan He et al.2026 · 0 citationsarXivon Valency
DuoDiscover: Scaling Autonomous Discovery Beyond the Evaluation Bottleneck2610.17184v1 · Shubham Agarwal, Akshat Gupta, Mike Heddes et al.2026 · 0 citationsarXiv
Spectral Feedback for Test-Time Alignment of Protein Diffusion Models2609.30456v1 · Shai Dickman, Mert Cemri, Landon Butler et al.2026 · 0 citationsarXiv
Reality Is the Final Verifier: On Two Key Gaps in Agentic Software Engineering2609.12039v1 · Alexander Krentsel, Shubham Agarwal, Mert Cemri et al.2026 · 0 citationsarXiv
Fantastic Adaptive Taxonomies and How to Use Them2607.16387v2 · Mert Cemri, Andrei Cojocaru, Melissa Pan et al.2026 · 0 citationsarXiv
BenchEvolver: Frontier Task Synthesis via Solution-Centric Evolution2606.01286v1 · Yangzhen Wu, Aaron J. Li, Wenjie Ma et al.2026 · 0 citationsarXiv
Inductive Deductive Synthesis: Enabling AI to Generate Formally Verified Systems2605.23109v1 · Shubham Agarwal, Alexander Krentsel, Shu Liu et al.2026 · 0 citationsarXiv
The Time is Here for Just-in-Time Systems: Challenges and Opportunities2605.24096v1 · Shu Liu, Alexander Krentsel, Shubham Agarwal et al.2026 · 0 citationsarXiv
EvoX: Meta-Evolution for Automated Discovery2602.23413v2 · Shu Liu, Shubham Agarwal, Monishwaran Maheswaran et al.2026 · 1 citationarXiv
AdaEvolve: Adaptive LLM Driven Zeroth-Order Optimization2602.20133v1 · Mert Cemri, Shubham Agrawal, Akshat Gupta et al.2026 · 2 citationsarXiv
Let the Barbarians In: How AI Can Accelerate Systems Performance Research2512.14806v4 · Audrey Cheng, Shu Liu, Melissa Pan et al.2025 · 0 citationsarXiv
Controlling Performance and Budget of a Centralized Multi-agent LLM System with Reinforcement Learning2511.02755v1 · Bowen Jin, TJ Collins, Donghan Yu et al.2025 · 0 citationsarXiv
COMPASS: Benchmarking Constrained Optimization in LLM Agents2510.07043v2 · Tian Qin, Felix Bai, Ting-Yao Hu et al.2025 · 0 citationsarXiv
Barbarians at the Gate: How AI is Upending Systems Research2510.06189v3 · Audrey Cheng, Shu Liu, Melissa Pan et al.2025 · 1 citationarXiv
Why Do Multi-Agent LLM Systems Fail?2503.13657v3 · Mert Cemri, Melissa Z. Pan, Shuyi Yang et al.2025 · 68 citationsarXiv
DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning2406.11896v1 · Hao Bai, Yifei Zhou, Mert Cemri et al.2024 · 20 citationsarXiv
Discovering Influencers in Opinion Formation over Social Graphs2211.13292v2 · Valentina Shumovskaia, Mert Kayaalp, Mert Cemri et al.2022 · 12 citationsarXiv
Unsupervised Simplification of Legal Texts2209.00557v1 · Mert Cemri, Tolga Cukur, Aykut Koc2022 · 3 citationsarXiv
Career total: 21 works. 18 are in this corpus.
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