Ruochen Zhao

According to our database, Ruochen Zhao authored at least 31 papers between 2019 and 2025.

Collaborative distances:

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

2025

Aqua garbage collector: utilizing AI and IoT for efficient underwater garbage classification.

Bonnie Yam, Ruochen Zhao, Maher Elshakankiri

Clust. Comput., October, 2025

A Comprehensive Survey of Contamination Detection Methods in Large Language Models.

Mathieu Ravaut, Bosheng Ding, Fangkai Jiao, Hailin Chen, Xingxuan Li, Ruochen Zhao, Chengwei Qin, Caiming Xiong, Shafiq Joty

Trans. Mach. Learn. Res., 2025

Automatic Identification and Suppression of Metal Artifacts in Multichannel OPM-MCG Data Based on Second-Order Blind Identification Method.

Ruonan Wang, Fulong Wang, Yanfei Yang, Ruochen Zhao, Yujie Ma, Jin Ding, Le Jia, Yumei Gong, Dong Xu, Xiaoyu Liang, Xiaolin Ning

IEEE Trans. Instrum. Meas., 2025

Repairbads: An automatic and adaptive method to repair bad channels and segments for OPM-MEG.

Fulong Wang, Yujie Ma, Tianyu Gao, Yue Tao, Ruonan Wang, Ruochen Zhao, Fuzhi Cao, Yang Gao, Xiaolin Ning

NeuroImage, 2025

Corrigendum to "Extended homogeneous field correction method based on oblique projection in OPM-MEG" [NeuroImage 306(2025) 120991].

Fulong Wang, Fuzhi Cao, Yujie Ma, Ruochen Zhao, Ruonan Wang, Nan An, Min Xiang, Dawei Wang, Xiaolin Ning

NeuroImage, 2025

Extended homogeneous field correction method based on oblique projection in OPM-MEG.

Fulong Wang, Fuzhi Cao, Yujie Ma, Ruochen Zhao, Ruonan Wang, Nan An, Min Xiang, Dawei Wang, Xiaolin Ning

NeuroImage, 2025

Coordinating a Platform Supply Chain for Fresh Produce: Integrating Corporate Social Responsibility.

Wei Chen, Ruochen Zhao, Molin Liu

Int. J. Inf. Syst. Supply Chain Manag., 2025

Auto-Arena: Automating LLM Evaluations with Agent Peer Battles and Committee Discussions.

Ruochen Zhao, Wenxuan Zhang, Yew Ken Chia, Weiwen Xu, Deli Zhao, Lidong Bing

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks.

Xingxuan Li, Weiwen Xu, Ruochen Zhao, Fangkai Jiao, Shafiq Joty, Lidong Bing

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Performance Evaluation of Interference Removal Methods Based on Subspace Projection With Wearable OPM-MEG.

Ruonan Wang, Xiaoyu Liang, Huanqi Wu, Yanfei Yang, Ruochen Zhao, Yang Gao, Xiaolin Ning

IEEE Trans. Instrum. Meas., 2024

Expanding the clinical application of OPM-MEG using an effective automatic suppression method for the dental brace metal artifact.

Ruonan Wang, Kaiwen Fu, Ruochen Zhao, Dawei Wang, Zhimin Yang, Wei Bin, Yang Gao, Xiaolin Ning

NeuroImage, 2024

Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents.

Long Li, Weiwen Xu, Jiayan Guo, Ruochen Zhao, Xingxuan Li, Yuqian Yuan, Boqiang Zhang, Yuming Jiang, Yifei Xin, Ronghao Dang, Deli Zhao, Yu Rong, Tian Feng, Lidong Bing

CoRR, 2024

Auto Arena of LLMs: Automating LLM Evaluations with Agent Peer-battles and Committee Discussions.

Ruochen Zhao, Wenxuan Zhang, Yew Ken Chia, Deli Zhao, Lidong Bing

CoRR, 2024

How Much are LLMs Contaminated? A Comprehensive Survey and the LLMSanitize Library.

Mathieu Ravaut, Bosheng Ding, Fangkai Jiao, Hailin Chen, Xingxuan Li, Ruochen Zhao, Chengwei Qin, Caiming Xiong, Shafiq Joty

CoRR, 2024

Spatiotemporal extended homogeneous field correction method for reducing complex interference in OPM-MEG.

Ruochen Zhao, Ruonan Wang, Yang Gao, Xiaolin Ning

Biomed. Signal Process. Control., 2024

Lifelong Event Detection with Embedding Space Separation and Compaction.

Chengwei Qin, Ruirui Chen, Ruochen Zhao, Wenhan Xia, Shafiq Joty

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Short Papers, 2024

Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources.

Xingxuan Li, Ruochen Zhao, Yew Ken Chia, Bosheng Ding, Shafiq Joty, Soujanya Poria, Lidong Bing

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Explaining Language Model Predictions with High-Impact Concepts.

Ruochen Zhao, Tan Wang, Yongjie Wang, Shafiq Joty

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges.

Bosheng Ding, Chengwei Qin, Ruochen Zhao, Tianze Luo, Xinze Li, Guizhen Chen, Wenhan Xia, Junjie Hu, Anh Tuan Luu, Shafiq Joty

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up?

Hailin Chen, Fangkai Jiao, Xingxuan Li, Chengwei Qin, Mathieu Ravaut, Ruochen Zhao, Caiming Xiong, Shafiq Joty

CoRR, 2023

PromptSum: Parameter-Efficient Controllable Abstractive Summarization.

Mathieu Ravaut, Hailin Chen, Ruochen Zhao, Chengwei Qin, Shafiq Joty, Nancy F. Chen

CoRR, 2023

Chain of Knowledge: A Framework for Grounding Large Language Models with Structured Knowledge Bases.

Xingxuan Li, Ruochen Zhao, Yew Ken Chia, Bosheng Ding, Lidong Bing, Shafiq R. Joty, Soujanya Poria

CoRR, 2023

Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications.

Han Cheol Moon, Shafiq R. Joty, Ruochen Zhao, Megh Thakkar, Xu Chi

CoRR, 2023

Explaining Language Models' Predictions with High-Impact Concepts.

Ruochen Zhao, Shafiq R. Joty, Yongjie Wang, Tan Wang

CoRR, 2023

Can ChatGPT-like Generative Models Guarantee Factual Accuracy? On the Mistakes of New Generation Search Engines.

Ruochen Zhao, Xingxuan Li, Yew Ken Chia, Bosheng Ding, Lidong Bing

CoRR, 2023

Retrieving Multimodal Information for Augmented Generation: A Survey.

Ruochen Zhao, Hailin Chen, Weishi Wang, Fangkai Jiao, Do Xuan Long, Chengwei Qin, Bosheng Ding, Xiaobao Guo, Minzhi Li, Xingxuan Li, Shafiq Joty

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework.

Ruochen Zhao, Xingxuan Li, Shafiq Joty, Chengwei Qin, Lidong Bing

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning?

Chengwei Qin, Shafiq R. Joty, Qian Li, Ruochen Zhao

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications.

Han Cheol Moon, Shafiq R. Joty, Ruochen Zhao, Megh Thakkar, Chi Xu

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Control Strategies for Gas Pressure Energy Recovery Systems.

Dong Wei, Ruochen Zhao, Yaxuan Xiong, Mingxin Zuo

J. Adv. Comput. Intell. Intell. Informatics, 2022

2019

A Spatial Spectrum Projection Algorithm for Airborne Bistatic Radar Efficient Imaging.

Deqing Mao, Yongchao Zhang, Yin Zhang, Yulin Huang, Jianyu Yang, Ruochen Zhao

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019