Ruochen Zhao

This page is a disambiguation page, it actually contains multiple papers from persons of the same or a similar name.

Bibliography

2026
Unified-MAS: Universally Generating Domain-Specific Nodes for Empowering Automatic Multi-Agent Systems.
CoRR, March, 2026

Training Multi-Turn Search Agent via Contrastive Dynamic Branch Sampling.
CoRR, February, 2026

DR-Arena: an Automated Evaluation Framework for Deep Research Agents.
CoRR, January, 2026

AskAda: An AI-Anchored Conversational Agent for Scholarly Information Seeking in Educational Contexts to Improve Learning.
Proceedings of the 2026 Conference on Human Information Interaction and Retrieval, 2026

2025
Aqua garbage collector: utilizing AI and IoT for efficient underwater garbage classification.
Clust. Comput., October, 2025

AgREE: Agentic Reasoning for Knowledge Graph Completion on Emerging Entities.
CoRR, August, 2025

A Comprehensive Survey of Contamination Detection Methods in Large Language Models.
Trans. Mach. Learn. Res., 2025

Automatic Identification and Suppression of Metal Artifacts in Multichannel OPM-MCG Data Based on Second-Order Blind Identification Method.
IEEE Trans. Instrum. Meas., 2025

Noise and artifact suppression in SQUID and wearable OPM-MEG: A systematic review of background, physiological, and Technical interference.
NeuroImage, 2025

Repairbads: An automatic and adaptive method to repair bad channels and segments for OPM-MEG.
NeuroImage, 2025

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

Extended homogeneous field correction method based on oblique projection in OPM-MEG.
NeuroImage, 2025

Coordinating a Platform Supply Chain for Fresh Produce: Integrating Corporate Social Responsibility.
Int. J. Inf. Syst. Supply Chain Manag., 2025

A General Review of Large Language Model Agents in Game Applications.
Proceedings of the 2025 18th International Conference on Computer Science and Information Technology, 2025

Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Auto-Arena: Automating LLM Evaluations with Agent Peer Battles and Committee Discussions.
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.
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.
IEEE Trans. Instrum. Meas., 2024

Expanding the clinical application of OPM-MEG using an effective automatic suppression method for the dental brace metal artifact.
NeuroImage, 2024

Auto Arena of LLMs: Automating LLM Evaluations with Agent Peer-battles and Committee Discussions.
CoRR, 2024

How Much are LLMs Contaminated? A Comprehensive Survey and the LLMSanitize Library.
CoRR, 2024

Spatiotemporal extended homogeneous field correction method for reducing complex interference in OPM-MEG.
Biomed. Signal Process. Control., 2024

Lifelong Event Detection with Embedding Space Separation and Compaction.
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.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Explaining Language Model Predictions with High-Impact Concepts.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges.
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?
CoRR, 2023

PromptSum: Parameter-Efficient Controllable Abstractive Summarization.
CoRR, 2023

Chain of Knowledge: A Framework for Grounding Large Language Models with Structured Knowledge Bases.
CoRR, 2023

Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications.
CoRR, 2023

Explaining Language Models' Predictions with High-Impact Concepts.
CoRR, 2023

Can ChatGPT-like Generative Models Guarantee Factual Accuracy? On the Mistakes of New Generation Search Engines.
CoRR, 2023

Retrieving Multimodal Information for Augmented Generation: A Survey.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework.
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?
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.
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.
J. Adv. Comput. Intell. Intell. Informatics, 2022

2019
A Spatial Spectrum Projection Algorithm for Airborne Bistatic Radar Efficient Imaging.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019


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