Author

Qingyao Ai

Observed name: Ai, Qingyao

Institutions: Tencent (China), Quan Cheng Laboratory, Tsinghua University

Observed institutions: Tencent (China), Quan Cheng Laboratory, Tsinghua University

OpenAlex ID: A5115087075

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods

2024 · Li, Haitao, Dong, Qian, et al. · arXiv (Cornell University) · 38

Mitigating Identity Essentialism in LLM Agents with Longitudinal Life Trajectories

2026 · Wang, Hexi, Zhou, Yujia, et al. · arXiv (Cornell University)

Co-Evolving LLM Evaluators and Policies via DynamicRubric

2026 · Wang, Beining, Su, Weihang, et al. · arXiv (Cornell University)

Retrievable Gradients: Continual Post-Training Without Cumulative Weight Drift

2026 · Su, Weihang, Kang, Jiacheng, et al. · arXiv (Cornell University)

Beyond Experience Retrieval: Learning to Generate Utility-Optimized Structured Experience for Frozen LLMs

2026 · Association for Computational Linguistics 2026, Ai, Qingyao, et al. · Underline Science Inc.

ATACompressor: Adaptive Task-Aware Compression for Efficient Long-Context Processing in LLMs

2026 · Li, Xuancheng, Li, Haitao, et al. · arXiv (Cornell University)

ATACompressor: Adaptive Task-Aware Compression for Efficient Long-Context Processing in LLMs

2026 · Li, Xuancheng, Li, Haitao, et al. · arXiv (Cornell University)

MulFeRL: Enhancing Reinforcement Learning with Verbal Feedback in a Multi-turn Loop

2026 · Li, Xuancheng, Li, Haitao, et al. · arXiv (Cornell University)

Beyond Experience Retrieval: Learning to Generate Utility-Optimized Structured Experience for Frozen LLMs

2026 · Li, Xuancheng, Li, Haitao, et al. · arXiv (Cornell University)

Beyond Experience Retrieval: Learning to Generate Utility-Optimized Structured Experience for Frozen LLMs

2026 · Li, Xuancheng, Li, Haitao, et al. · arXiv (Cornell University)

Evaluation of Large Language Models in Legal Applications: Challenges, Methods, and Future Directions

2026 · Hu, Yiran, Liu, Huanghai, et al. · arXiv (Cornell University)

Joint Evaluation of Answer and Reasoning Consistency for Hallucination Detection in Large Reasoning Models

2026 · Association for Artificial Intelligence 2026, Ai, Qingyao, et al. · Underline Science Inc.

Investigating Prosocial Behavior Theory in LLM Agents Under Policy-Induced Inequities

2026 · Association for Artificial Intelligence 2026, Ai, Qingyao, et al. · Underline Science Inc.

Joint Evaluation of Answer and Reasoning Consistency for Hallucination Detection in Large Reasoning Models

2026 · Association for Artificial Intelligence 2026, Ai, Qingyao, et al. · Underline Science Inc.

Relative-Based Scaling Law for Neural Language Models

2025 · Yue, Baoqing, Zhou, Jinyuan, et al. · arXiv (Cornell University)

What Scales in Cross-Entropy Scaling Law?

2025 · Yan, Junxi, Wei, Zixi, et al. · arXiv (Cornell University)

Works count: 16

Citation count: 38

H-index: 1

I10-index: 1