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Lynn Ai

Symphony: Edge-powered Decentralized Multi-agent Framework for Autonomous Co-evolving Intelligence
2025 · Ji Wang, Yuchun Feng, et al. · SSRN Electronic Journal · 2
EVM-QuestBench: An Execution-Grounded Benchmark for Natural-Language Transaction Code Generation
2026 · Pei Yang, Wanyi Chen, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 1
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Zero2Repo: Can Coding Agents Build Repositories from Scratch?
2026 · Yang, Pei, Shi, Tianyu, et al. · arXiv (Cornell University)
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MERA: Model Evolution and Routing with Skill Adaptation for Agentic Systems at Scale
2026 · Yao, Yuhang, Wang, Zeyu, et al. · arXiv (Cornell University)
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CoWeaver: A Bi-directional, Learnable and Explainable Matching Engine for Mixed Human-Agent Science Collaboration
2026 · Gu, Jiayao, Chu, Kexin, et al. · arXiv (Cornell University)
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EVM-QuestBench: An Execution-Grounded Benchmark for Natural-Language Transaction Code Generation
2026 · Association for Computational Linguistics 2026, Ai, Lynn, et al. · Underline Science Inc.
MARS: Unleashing the Power of Speculative Decoding via Margin-Aware Verification
2026 · Association for Computational Linguistics 2026, Ai, Lynn, et al. · Underline Science Inc.
TwinRouterBench: Fast Static and Live Dynamic Evaluation for Realistic Agentic LLM Routing
2026 · Yang, Pei, Chen, Wanyi, et al. · arXiv (Cornell University)
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AOI: Turning Failed Trajectories into Training Signals for Autonomous Cloud Diagnosis
2026 · Yang, Pei, Chen, Wanyi, et al. · arXiv (Cornell University)
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Implicit Strategic Optimization: Rethinking Long-Horizon Decision-Making in Adversarial Poker Environments
2026 · Xia, Boyang, Tian, Weiyou, et al. · arXiv (Cornell University)
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ECHO-2: A Large-Scale Distributed Rollout Framework for Cost-Efficient Reinforcement Learning
2026 · Song, Jingwei, Chen, Meng, et al. · arXiv (Cornell University)
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Symphony-Coord: Adaptive Routing for Multi-Agent LLM Systems
2026 · Guan, Zhaoyang, Cao, Huixi, et al. · arXiv (Cornell University)
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MARS: Unleashing the Power of Speculative Decoding via Margin-Aware Verification
2026 · Song, Jingwei, Wang, Xinyu, et al. · arXiv (Cornell University)
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EVM-QuestBench: An Execution-Grounded Benchmark for Natural-Language Transaction Code Generation
2026 · Yang, Pei, Chen, Wanyi, et al. · arXiv (Cornell University)
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DynaWeb: Model-Based Reinforcement Learning of Web Agents
2026 · Hang Ding, Peidong Liu, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)
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PeopleSearchBench: Evaluating AI-Powered People Search Platforms with Criteria-Grounded Verification
2026 · Tianyu Shi, Wei Wang, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)
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MARS: Unleashing the Power of Speculative Decoding via Margin-Aware Verification
2026 · Jingwei Song, Xinyu Wang, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
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Echo: Decoupling Inference and Training for Large-Scale RL Alignment on Heterogeneous Swarms
2025 · Xiao, Jie, Fan, Changyuan, et al. · arXiv (Cornell University)
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Symphony: A Decentralized Multi-Agent System for Co-Evolving Intelligence at Scale
2025 · Ji Wang, Yuchun Feng, et al. · SSRN Electronic Journal
Works count: 24
Citation count: 4
H-index: 1
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