Zirui Liu

According to our database, Zirui Liu authored at least 16 papers between 2024 and 2026.

Collaborative distances:

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

2026

StaTS: Spectral Trajectory Schedule Learning for Adaptive Time Series Forecasting with Frequency Guided Denoiser.

Jintao Zhang, Zirui Liu, Mingyue Cheng, Xianquan Wang, Zhiding Liu, Qi Liu

CoRR, March, 2026

PaperScout: An Autonomous Agent for Academic Paper Search with Process-Aware Sequence-Level Policy Optimization.

Tingyue Pan, Jie Ouyang, Mingyue Cheng, Qingchuan Li, Zirui Liu, Mingfan Pan, Shuo Yu, Qi Liu

CoRR, January, 2026

MemWeaver: A Hierarchical Memory from Textual Interactive Behaviors for Personalized Generation.

Shuo Yu, Mingyue Cheng, Daoyu Wang, Qi Liu, Zirui Liu, Ze Guo, Xiaoyu Tao

Proceedings of the ACM Web Conference 2026, 2026

Are LLMs Stable Formal Logic Translators in Logical Reasoning Across Linguistically Diversified Texts?

Qingchuan Li, Jiatong Li, Zirui Liu, Mingyue Cheng, Yitong Zhou, Yuting Zeng, Qi Liu, Tongxuan Liu

Proceedings of the ACM Web Conference 2026, 2026

Re³: Relevance & Recency Retrieval for Mitigating Temporal Hallucination.

Jiawei Cao, Jie Ouyang, Mingyue Cheng, Zhaomeng Zhou, Chunli Liu, Yupeng Li, Zirui Liu, Shijin Wang

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

From Hypothesis to Premises: LLM-based Backward Logical Reasoning with Selective Symbolic Translation.

Qingchuan Li, Mingyue Cheng, Zirui Liu, Daoyu Wang, Yuting Zeng, Tongxuan Liu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Towards Stable and Structured Time Series Generation with Perturbation-Aware Flow Matching.

Jintao Zhang, Mingyue Cheng, Zirui Liu, Xianquan Wang, Yitong Zhou, Qi Liu

CoRR, November, 2025

Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning.

Mingyue Cheng, Jie Ouyang, Shuo Yu, Ruiran Yan, Yucong Luo, Zirui Liu, Daoyu Wang, Qi Liu, Enhong Chen

CoRR, November, 2025

PaperArena: An Evaluation Benchmark for Tool-Augmented Agentic Reasoning on Scientific Literature.

Daoyu Wang, Mingyue Cheng, Qi Liu, Shuo Yu, Zirui Liu, Ze Guo

CoRR, October, 2025

Are LLMs Reliable Translators of Logical Reasoning Across Lexically Diversified Contexts?

Qingchuan Li, Jiatong Li, Zirui Liu, Mingyue Cheng, Yuting Zeng, Qi Liu, Tongxuan Liu

CoRR, June, 2025

Multimodal Forecasting of Sparse Intraoperative Hypotension Events Powered by Language Model.

Jintao Zhang, Zirui Liu, Mingyue Cheng, Shilong Zhang, Tingyue Pan, Qi Liu, Yanhu Xie

CoRR, May, 2025

A Closed-Form Solution for Fast and Reliable Adaptive Testing.

Yan Zhuang, Chenye Ke, Zirui Liu, Qi Liu, Yuting Ning, Zhenya Huang, Weizhe Huang, Qingyang Mao, Shijin Wang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

am-ELO: A Stable Framework for Arena-based LLM Evaluation.

Zirui Liu, Jiatong Li, Yan Zhuang, Qi Liu, Shuanghong Shen, Jie Ouyang, Mingyue Cheng, Shijin Wang

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Survey of Computerized Adaptive Testing: A Machine Learning Perspective.

Qi Liu, Yan Zhuang, Haoyang Bi, Zhenya Huang, Weizhe Huang, Jiatong Li, Junhao Yu, Zirui Liu, Zirui Hu, Yuting Hong, Zachary A. Pardos, Haiping Ma, Mengxiao Zhu, Shijin Wang, Enhong Chen

CoRR, 2024

Computerized Adaptive Testing via Collaborative Ranking.

Zirui Liu, Yan Zhuang, Qi Liu, Jiatong Li, Yuren Zhang, Zhenya Huang, Jinze Wu, Shijin Wang

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

ARM: An Alignment-and-Replacement Module for Chinese Spelling Check Based on LLMs.

Changchun Liu, Kai Zhang, Junzhe Jiang, Zirui Liu, Hanqing Tao, Min Gao, Enhong Chen

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024