李东阳｜上海电力大学｜学者主页

2026

AMATA: Adaptive Multi-Agent Trajectory Alignment for Knowledge-Intensive Question Answering

Tao-Lin Zhang, Dongyang Li, Chen Chen, Qizhou Chen, Jiu-Heng Wan, Xiao-Feng He, Chengyu Wang, Richang Hong

Annual Meeting of the Association for Computational Linguistics

DOI

2026

An Empirical Study of Multi-Agent Collaboration for Automated Research

Yang Shen, Zhenyi Yi, Zi-Yi Zhao, Li-Jun Sun, Dongyang Li, Chin-Teng Lin, Yu-Hui Shi

arXiv.org

DOI

2026

TEON: Tensorized Orthonormalization Beyond Layer-Wise Muon for Large Language Model Pre-Training

Rui-Jie Zhang, Ye-Quan Zhao, Zi-Yue Liu, Zhengyang Wang, Dongyang Li, Yupeng Su, Sijia Liu, Zheng Zhang

arXiv.org

DOI

2026

DCTR: Dual-Constraint Subgraph Optimization for Knowledge Graph-based Retrieval-Augmented Generation

Yukun Cao, Zirui Xu, Dongyang Li, Zhi-Hao Guo, Luo-Bing Huang, Lisheng Wang

AAAI Conference on Artificial Intelligence

DOI

2026

Mnemosyne: Accelerating Multi-Hop Question Answering via Cache Hit Order Fitting

Hai-Zhou Du, Jiu-Jiu Li, Dongyang Li, Luo-Bing Huang, Lisheng Wang

AAAI Conference on Artificial Intelligence

DOI

2025

QueueEDIT: Structural Self-Correction for Sequential Model Editing in LLMs

Tao-Lin Zhang, Hai-Dong Kang, Dongyang Li, Qizhou Chen, Chengyu Wang, Xiao-Feng He, Richang Hong

Annual Meeting of the Association for Computational Linguistics

DOI

2025

BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering

Tao-Lin Zhang, Dongyang Li, Qizhou Chen, Chengyu Wang, Xiao-Feng He

Annual Meeting of the Association for Computational Linguistics

DOI

2025

Improving Efficiency in Large Language Models via Extendable Block Floating Point Representation

Dongyang Li, Ze-Yang Li, Bo-Sheng Liu, Ji-Gang Wu

Annual Meeting of the Association for Computational Linguistics

DOI

2024

VideoQA in the Era of LLMs: An Empirical Study

Junbin Xiao, Nanxin Huang, Hangyu Qin, Dongyang Li, Yi-Cong Li, Fengbin Zhu, Zhulin Tao, Jianxing Yu, Liang Lin, Tat-Seng Chua, Angela Yao

International Journal of Computer Vision

DOI

2024

Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning

Qizhou Chen, Tao-Lin Zhang, Xiao-Feng He, Dongyang Li, Chengyu Wang, Long-Tao Huang, Hui Xue

Conference on Empirical Methods in Natural Language Processing

DOI

2024

On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models

Dongyang Li, Jun-Bing Yan, Tao-Lin Zhang, Cheng-Yu Wang, Xiao-Feng He, Long-Tao Huang, Hui Xue, Junyuan Huang

Annual Meeting of the Association for Computational Linguistics

DOI

2024

Concept Based Continuous Prompts for Interpretable Text Classification

Qian Chen, Dongyang Li, Xiao-Feng He

arXiv.org

DOI

2024

KEHRL: Learning Knowledge-Enhanced Language Representations with Hierarchical Reinforcement Learning

Dongyang Li, Tao-Lin Zhang, Long-Tao Huang, Chengyu Wang, Xiao-Feng He, Hui Xue

International Conference on Language Resources and Evaluation

DOI

2024

UniPSDA: Unsupervised Pseudo Semantic Data Augmentation for Zero-Shot Cross-Lingual Natural Language Understanding

Dongyang Li, Tao-Lin Zhang, Jiali Deng, Long-Tao Huang, Chengyu Wang, Xiao-Feng He, Hui Xue

International Conference on Language Resources and Evaluation

DOI

2024

GeoGLUE: A Chinese GeoGraphic Language Understanding Evaluation Benchmark

Dongyang Li, Rui-Xue Ding, Qiang-Wei Zhang, Zheng Li, Boli Chen, Peng-Jun Xie, Yao Xu, Xin Li, Ning Guo, Fei Huang, Xiaofeng He

International Conference on Advanced Data Mining and Applications

DOI

2024

MCFC: A Momentum-Driven Clicked Feature Compressed Pre-trained Language Model for Information Retrieval

Dongyang Li, Rui-Xue Ding, Peng-Jun Xie, Xiao-Feng He

Natural Language Processing and Chinese Computing

DOI

2024

R4: Reinforced Retriever-Reorder-Responder for Retrieval-Augmented Large Language Models

Tao-Lin Zhang, Dongyang Li, Qizhou Chen, Chengyu Wang, Long-Tao Huang, Hui Xue, Xiao-Feng He, Junyuan Huang

European Conference on Artificial Intelligence

DOI

2024

PE: A Poincare Explanation Method for Fast Text Hierarchy Generation

Qian Chen, Dongyang Li, Xiao-Feng He, Hong-Zhao Li, Hongyu Yi

Conference on Empirical Methods in Natural Language Processing

DOI

2024

DAFNet: Dynamic Auxiliary Fusion for Sequential Model Editing in Large Language Models

Tao-Lin Zhang, Qizhou Chen, Dongyang Li, Cheng-Yu Wang, Xiao-Feng He, Long-Tao Huang, Hui Xue, Junyuan Huang

Annual Meeting of the Association for Computational Linguistics

DOI

2023

SE-Prompt: Exploring Semantic Enhancement with Prompt Tuning for Relation Extraction

Cai Wang, Dongyang Li, Xiao-Feng He

International Conference on Advanced Data Mining and Applications

DOI

2023

CIDR: A Cooperative Integrated Dynamic Refining Method for Minimal Feature Removal Problem

Qian Chen, Tao Zhang, Dongyang Li, Xiao-Feng He

AAAI Conference on Artificial Intelligence

DOI

2023

OnMKD: An Online Mutual Knowledge Distillation Framework for Passage Retrieval

Jiali Deng, Dongyang Li, Tao-Lin Zhang, Xiao-Feng He

Natural Language Processing and Chinese Computing

DOI

李东阳

精选作品

期刊论文

AMATA: Adaptive Multi-Agent Trajectory Alignment for Knowledge-Intensive Question Answering

An Empirical Study of Multi-Agent Collaboration for Automated Research

TEON: Tensorized Orthonormalization Beyond Layer-Wise Muon for Large Language Model Pre-Training

DCTR: Dual-Constraint Subgraph Optimization for Knowledge Graph-based Retrieval-Augmented Generation

Mnemosyne: Accelerating Multi-Hop Question Answering via Cache Hit Order Fitting

QueueEDIT: Structural Self-Correction for Sequential Model Editing in LLMs

BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering

Improving Efficiency in Large Language Models via Extendable Block Floating Point Representation

VideoQA in the Era of LLMs: An Empirical Study

Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning

On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models

Concept Based Continuous Prompts for Interpretable Text Classification

KEHRL: Learning Knowledge-Enhanced Language Representations with Hierarchical Reinforcement Learning

UniPSDA: Unsupervised Pseudo Semantic Data Augmentation for Zero-Shot Cross-Lingual Natural Language Understanding

GeoGLUE: A Chinese GeoGraphic Language Understanding Evaluation Benchmark

MCFC: A Momentum-Driven Clicked Feature Compressed Pre-trained Language Model for Information Retrieval

R4: Reinforced Retriever-Reorder-Responder for Retrieval-Augmented Large Language Models

PE: A Poincare Explanation Method for Fast Text Hierarchy Generation

DAFNet: Dynamic Auxiliary Fusion for Sequential Model Editing in Large Language Models

SE-Prompt: Exploring Semantic Enhancement with Prompt Tuning for Relation Extraction

CIDR: A Cooperative Integrated Dynamic Refining Method for Minimal Feature Removal Problem

OnMKD: An Online Mutual Knowledge Distillation Framework for Passage Retrieval

研究方向