Ye Yu

Most-cited papers

1. Nemotron-Labs-Diffusion: A Tri-Mode Language Model Unifying Autoregressive, Diffusion, and Self-Speculation Decoding

   Yong-Gan Fu, L. Whalen, Abhinav Garg, Cheng-Yue Wu +22 more

   2026arXiv.org31 citations

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2. LeakAgent: RL-based Red-teaming Agent for LLM Privacy Leakage

   Yu-Zhou Nie, Zhun Wang, Ye Yu, Xian Wu +3 more

   202416 citations

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3. Agent Primitives: Reusable Latent Building Blocks for Multi-Agent Systems

   Hai-Bo Jin, Kuang Peng, Ye Yu, Xiao-Peng Yuan +1 more

   2026arXiv.org14 citations

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4. Now You Hear Me: Audio Narrative Attacks Against Large Audio-Language Models

   Ye Yu, Hai-Bo Jin, Yao-Ning Yu, Jun Zhuang +1 more

   2026Conference of the European Chapter of the Association for Computational Linguistics8 citations

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5. PREMISE: Scalable and Strategic Prompt Optimization for Efficient Mathematical Reasoning in Large Models

   Ye Yu, Yao-Ning Yu, Hao-Han Wang

   2025arXiv.org8 citations

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6. SIPDO: Closed-Loop Prompt Optimization via Synthetic Data Feedback

   Yao-Ning Yu, Ye Yu, Pei-Yan Zhang, Kai Wei +2 more

   2025arXiv.org8 citations

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7. Do Self-Evolving Agents Forget? Capability Degradation and Preservation in Lifelong LLM Agent Adaptation

   Ye Yu, Xiao-Peng Yuan, Hai-Bo Jin, Heming Liu +2 more

   2026arXiv.org7 citations

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8. Learning to Communicate: Toward End-to-End Optimization of Multi-Agent Language Systems

   Ye Yu, Heming Liu, Hai-Bo Jin, Xiao-Peng Yuan +2 more

   2026arXiv.org7 citations

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9. Model Risk Management for Generative AI In Financial Institutions

   A. Bhattacharyya, Ye Yu, Hanyu Yang, Rahul Singh +3 more

   2025arXiv.org6 citations

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10. Cachemir: Fully Homomorphic Encrypted Inference of Generative Large Language Model with KV Cache

    Ye Yu, Yi-Fan Zhou, Yi Chen, Pedro Soto +2 more

    2026arXiv.org5 citations

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11. KV-PRM: Efficient Process Reward Modeling via KV-Cache Transfer for Multi-Agent Test-Time Scaling

    Peng Kuang, Hai-Bo Jin, Xiao Han, Yan-Lin Wang +4 more

    2026arXiv.org4 citations

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12. ROSETTA: Efficient and Accurate Privacy-Preserving LLM Decoding via Hybrid CKKS/TFHE Evaluation

    Jiang-Rui Yu, Bao-Sheng Zhang, Liang Kong, Ling-Ling Ding +4 more

    20261 citations

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13. Closing the Loop on Latent Reasoning via Test-Time Reconstruction

    Xiao-Peng Yuan, Hai-Bo Jin, Ye Yu, Peng Kuang +3 more

    2026arXiv.org1 citations

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14. Synthetic Data-Driven Prompt Tuning for Financial QA over Tables and Documents

    Yao-Ning Yu, Kai-Min Chang, Ye Yu, Kai Wei +2 more

    2025arXiv.org1 citations

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15. CARD: Controlled Agentic Reddit Discussions for Credit Card Simulation

    Yao-Ning Yu, Kai-Min Chang, Ye Yu, Yi-Chia Wang +2 more

    20260 citations

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16. From Knowledge Access to Source Learning: Developing Source-Specific Competence

    Lu-Cheng Fu, Kejing Xia, Yi-Yang Wang, Yi-Qiao Jin +9 more

    20260 citations

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17. ThreadBench: Benchmarking Realism in Agentic Simulation of Real-world Discussions

    Yao-Ning Yu, Ye Yu, John Sciarappo, Hao-Jing Luo +3 more

    20260 citations

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18. OptiPrime: Optimizing Private Inference through Protocol-Hardware Co-design

    Jiang-Rui Yu, Ye Yu, Si Chen, Chen-Qi Lin +4 more

    20260 citations

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19. A Case Study on AI Comment Detection Based on Large Language Models: The 21st Korean Presidential Election

    Sinjeong Kim, Ye Yu, Ji Eun Park, Sangwon Noh +1 more

    2025Korean Institute of Smart Media0 citations

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