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ORCIDRuiyao Xu
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2020 – today
- 2026
[c6]Ruiyao Xu, Mihir Parmar, Tiankai Yang, Zhengyu Hu, Yue Zhao, Kaize Ding:
CoAct: Co-Active LLM Preference Learning with Human-AI Synergy. ACL (1) 2026: 16508-16525- [c5]Ruiyao Xu, Noelle I. Samia
, Han Liu:
DS2-Instruct: Domain-Specific Data Synthesis for Large Language Models Instruction Tuning. EACL (Findings) 2026: 3368-3384 - [i9]Wei-Chieh Huang, Weizhi Zhang, Yueqing Liang, Yuanchen Bei, Yankai Chen, Tao Feng, Xinyu Pan, Zhen Tan, Yu Wang, Tianxin Wei, Shanglin Wu, Ruiyao Xu, Liangwei Yang, Rui Yang, Wooseong Yang, Chin-Yuan Yeh, Hanrong Zhang, Haozhen Zhang, Siqi Zhu, Henry Peng Zou, Wanjia Zhao, Song Wang, Wujiang Xu, Zixuan Ke, Zheng Hui, Dawei Li, Yaozu Wu, Langzhou He, Chen Wang, Xiongxiao Xu, Baixiang Huang, Juntao Tan, Shelby Heinecke, Huan Wang, Caiming Xiong, Ahmed A. Metwally, Jun Yan, Chen-Yu Lee, Hanqing Zeng, Yinglong Xia, Xiaokai Wei, Ali Payani, Yu Wang, Haitong Ma, Wenya Wang, Chenguang Wang, Yu Zhang, Xin Wang, Yongfeng Zhang, Jiaxuan You, Hanghang Tong, Xiao Luo, Xue Liu, Yizhou Sun, Wei Wang, Julian J. McAuley, James Zou, Jiawei Han, Philip S. Yu, Kai Shu:
Rethinking Memory Mechanisms of Foundation Agents in the Second Half: A Survey. CoRR abs/2602.06052 (2026) - [i8]Ruiyao Xu, Noelle I. Samia, Han Liu:
DS2-Instruct: Domain-Specific Data Synthesis for Large Language Models Instruction Tuning. CoRR abs/2603.12932 (2026) - [i7]Tiankai Yang, Jiate Li, Yi Nian, Shen Dong, Ruiyao Xu, Ryan Rossi, Kaize Ding, Yue Zhao:
No Attacker Needed: Unintentional Cross-User Contamination in Shared-State LLM Agents. CoRR abs/2604.01350 (2026) - [i6]Ruiyao Xu, Kaize Ding:
GNN-as-Judge: Unleashing the Power of LLMs for Graph Learning with GNN Feedback. CoRR abs/2604.08553 (2026) - [i5]Tiankai Yang, Yi Nian, Xinyuan Li, Ruiyao Xu, Kaize Ding, Yue Zhao:
Cat-DPO: Category-Adaptive Safety Alignment. CoRR abs/2604.17299 (2026) - [i4]Ruiyao Xu, Mihir Parmar, Tiankai Yang, Zhengyu Hu, Yue Zhao, Kaize Ding:
CoAct: Co-Active LLM Preference Learning with Human-AI Synergy. CoRR abs/2604.17501 (2026) - [i3]Zekai Tong, Ruiyao Xu, Aryan Shrivastava, Chenhao Tan, Ari Holtzman:
The Text Uncanny Valley: Non-Monotonic Performance Degradation in LLM Information Retrieval. CoRR abs/2605.07186 (2026) - 2025
- [c4]Tiankai Yang, Yi Nian, Li Li, Ruiyao Xu, Yuangang Li, Jiaqi Li, Zhuo Xiao, Xiyang Hu, Ryan A. Rossi, Kaize Ding, Xia Hu, Yue Zhao:
AD-LLM: Benchmarking Large Language Models for Anomaly Detection. ACL (Findings) 2025: 1524-1547 - [c3]Ruiyao Xu, Kaize Ding:
Large Language Models for Anomaly and Out-of-Distribution Detection: A Survey. NAACL (Findings) 2025: 5992-6012 - 2024
- [c2]Ruiyao Xu, Si Zhang, Ding Liu, Dmitry A. Zaitsev:
Sleptsov net based reliable embedded system design on microcontrollers and FPGAs. ICESS 2024: 1-8 - [i2]Ruiyao Xu, Kaize Ding:
Large Language Models for Anomaly and Out-of-Distribution Detection: A Survey. CoRR abs/2409.01980 (2024) - [i1]Tiankai Yang, Yi Nian, Shawn Li, Ruiyao Xu, Yuangang Li, Jiaqi Li, Zhuo Xiao, Xiyang Hu, Ryan A. Rossi, Kaize Ding, Xiaohu You, Yue Zhao:
AD-LLM: Benchmarking Large Language Models for Anomaly Detection. CoRR abs/2412.11142 (2024) - 2022
- [c1]Xiaofu Ding, Xinyu Dong, Olivia McGough, Chenxin Shen, Annie Ulichney, Ruiyao Xu, William Swartworth, Jocelyn T. Chi, Deanna Needell:
Population-Based Hierarchical Non-Negative Matrix Factorization for Survey Data. BDCAT 2022: 184-193
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