Yukun Yan

Orcid: 0000-0003-2421-7098

According to our database¹, Yukun Yan authored at least 54 papers between 2017 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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On csauthors.net:

Bibliography

2025

Chunks as Arms: Multi-Armed Bandit-Guided Sampling for Long-Context LLM Preference Optimization.

[BibT_eX]

[DOI]

CoRR, August, 2025

PC-Sampler: Position-Aware Calibration of Decoding Bias in Masked Diffusion Models.

[BibT_eX]

[DOI]

CoRR, August, 2025

LegalΔ: Enhancing Legal Reasoning in LLMs via Reinforcement Learning with Chain-of-Thought Guided Information Gain.

[BibT_eX]

[DOI]

CoRR, August, 2025

ReCUT: Balancing Reasoning Length and Accuracy in LLMs via Stepwise Trails and Preference Optimization.

[BibT_eX]

[DOI]

CoRR, June, 2025

KG-Infused RAG: Augmenting Corpus-Based RAG with External Knowledge Graphs.

[BibT_eX]

[DOI]

CoRR, June, 2025

MiniCPM4: Ultra-Efficient LLMs on End Devices.

[BibT_eX]

[DOI]

CoRR, June, 2025

KARE-RAG: Knowledge-Aware Refinement and Enhancement for RAG.

[BibT_eX]

[DOI]

CoRR, June, 2025

ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation.

[BibT_eX]

[DOI]

CoRR, May, 2025

EULER: Enhancing the Reasoning Ability of Large Language Models through Error-Induced Learning.

[BibT_eX]

[DOI]

CoRR, May, 2025

ConsRec: Denoising Sequential Recommendation through User-Consistent Preference Modeling.

[BibT_eX]

[DOI]

CoRR, May, 2025

Learning to Route Queries Across Knowledge Bases for Step-wise Retrieval-Augmented Reasoning.

[BibT_eX]

[DOI]

CoRR, May, 2025

UltraRAG: A Modular and Automated Toolkit for Adaptive Retrieval-Augmented Generation.

[BibT_eX]

[DOI]

CoRR, April, 2025

Building a Coding Assistant via the Retrieval-Augmented Language Model.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., March, 2025

Why Stop at One Error? Benchmarking LLMs as Data Science Code Debuggers for Multi-Hop and Multi-Bug Errors.

[BibT_eX]

[DOI]

CoRR, March, 2025

HIPPO: Enhancing the Table Understanding Capability of Large Language Models through Hybrid-Modal Preference Optimization.

[BibT_eX]

[DOI]

CoRR, February, 2025

Benchmarking Retrieval-Augmented Generation in Multi-Modal Contexts.

[BibT_eX]

[DOI]

CoRR, February, 2025

LLM-QE: Improving Query Expansion by Aligning Large Language Models with Ranking Preferences.

[BibT_eX]

[DOI]

CoRR, February, 2025

PIP-KAG: Mitigating Knowledge Conflicts in Knowledge-Augmented Generation via Parametric Pruning.

[BibT_eX]

[DOI]

CoRR, February, 2025

Learning More Effective Representations for Dense Retrieval through Deliberate Thinking Before Search.

[BibT_eX]

[DOI]

CoRR, February, 2025

COAST: Enhancing the Code Debugging Ability of LLMs through Communicative Agent Based Data Synthesis.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework.

[BibT_eX]

[DOI]

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

RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts.

[BibT_eX]

[DOI]

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

Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Enhancing Open-Domain Task-Solving Capability of LLMs via Autonomous Tool Integration from GitHub.

[BibT_eX]

[DOI]

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

2024

KBAlign: Efficient Self Adaptation on Specific Knowledge Bases.

[BibT_eX]

[DOI]

CoRR, 2024

Retriever-and-Memory: Towards Adaptive Note-Enhanced Retrieval-Augmented Generation.

[BibT_eX]

[DOI]

CoRR, 2024

Enabling Real-Time Conversations with Minimal Training Costs.

[BibT_eX]

[DOI]

CoRR, 2024

Enhancing the Code Debugging Ability of LLMs via Communicative Agent Based Data Refinement.

[BibT_eX]

[DOI]

CoRR, 2024

RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework.

[BibT_eX]

[DOI]

CoRR, 2024

PersLLM: A Personified Training Approach for Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Say More with Less: Understanding Prompt Learning Behaviors through Gist Compression.

[BibT_eX]

[DOI]

CoRR, 2024

Cleaner Pretraining Corpus Curation with Neural Web Scraping.

[BibT_eX]

[DOI]

CoRR, 2024

ActiveRAG: Revealing the Treasures of Knowledge via Active Learning.

[BibT_eX]

[DOI]

CoRR, 2024

UniMem: Towards a Unified View of Long-Context Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

BCD-MM: Multimodal Sentiment Analysis Model With Dual-Bias-Aware Feature Learning and Attention Mechanisms.

[BibT_eX]

[DOI]

IEEE Access, 2024

Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

DPC: Filtering Out Patch-Based Poisoned Samples with Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the Computer Security - ESORICS 2024, 2024

Enhancing Free-Form Table Question Answering Models by Distilling Relevant-Cell-Based Rationales.

[BibT_eX]

[DOI]

Proceedings of the Chinese Computational Linguistics - 23rd China National Conference, 2024

MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization.

[BibT_eX]

[DOI]

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

UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Personalized sampling graph collection with local differential privacy for link prediction.

[BibT_eX]

[DOI]

World Wide Web (WWW), September, 2023

GitAgent: Facilitating Autonomous Agent with GitHub by Tool Extension.

[BibT_eX]

[DOI]

CoRR, 2023

PFED-AGG: A Personalized Private Federated Learning Aggregation Algorithm.

[BibT_eX]

[DOI]

Yongjie Zhu

Yukun Yan

Qilong Han

Proceedings of the International Joint Conference on Neural Networks, 2023

Fair_FM: An Improved Functional Mechanism to Provide Better Privacy Protection and Fairness Guarantee.

[BibT_eX]

[DOI]

Zuotian Han

Yukun Yan

Qilong Han

Proceedings of the International Joint Conference on Neural Networks, 2023

Towards Defending Against Byzantine LDP Amplified Gain Attacks.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2023

PV-PATE: An Improved PATE for Deep Learning with Differential Privacy in Trusted Industrial Data Matrix.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - 7th International Joint Conference, 2023

Nested Named Entity Recognition as Building Local Hypergraphs.

[BibT_eX]

[DOI]

Yukun Yan

Bingling Cai

Sen Song

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Local Hypergraph-based Nested Named Entity Recognition as Query-based Sequence Labeling.

[BibT_eX]

[DOI]

Yukun Yan

Sen Song

CoRR, 2022

ZoomNet for Topic-Oriented Fragment Recognition in Long Documents.

[BibT_eX]

[DOI]

IEEE Access, 2022

2018

Zooming Network.

[BibT_eX]

[DOI]

CoRR, 2018

Object-oriented Neural Programming (OONP) for Document Understanding.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Event Identification as a Decision Process with Non-linear Representation of Text.

[BibT_eX]

[DOI]

CoRR, 2017

Yukun Yan

Timeline

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On csauthors.net:

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