Yuanjie Lyu

According to our database, Yuanjie Lyu authored at least 16 papers between 2022 and 2026.

Collaborative distances:

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

2026

OmniThoughtVis: A Scalable Distillation Pipeline for Deployable Multimodal Reasoning Models.

Yuanhao Yue, Chengyu Wang, Yuanjie Lyu, Lei Shen, Jun Huang

CoRR, May, 2026

AgenticQwen: Training Small Agentic Language Models with Dual Data Flywheels for Industrial-Scale Tool Use.

Yuanjie Lyu, Chengyu Wang, Haonan Zheng, Yuanhao Yue, Junbing Yan, Ming Wang, Jun Huang

CoRR, April, 2026

Towards Effective Long-Video Event Prediction via Multi-level Event Semantics Mining.

Bo Peng, Yuanjie Lyu, Penggang Qin, Tong Xu

Proceedings of the MultiMedia Modeling, 2026

Mock Worlds, Real Skills: Building Small Agentic Language Models with Synthetic Tasks, Simulated Environments, and Rubric-Based Rewards.

Yuanjie Lyu, Chengyu Wang, Lei Shen, Jun Huang, Tong Xu

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

TeaRAG: A Token-Efficient Agentic Retrieval-Augmented Generation Framework.

Chao Zhang, Yuhao Wang, Derong Xu, Haoxin Zhang, Yuanjie Lyu, Yuhao Chen, Shuochen Liu, Tong Xu, Xiangyu Zhao, Yan Gao, Yao Hu, Enhong Chen

CoRR, November, 2025

From Correction to Mastery: Reinforced Distillation of Large Language Model Agents.

Yuanjie Lyu, Chengyu Wang, Jun Huang, Tong Xu

CoRR, September, 2025

Xiangqi-R1: Enhancing Spatial Strategic Reasoning in LLMs for Chinese Chess via Reinforcement Learning.

Yuhao Chen, Shuochen Liu, Yuanjie Lyu, Chao Zhang, Jiayao Shi, Tong Xu

CoRR, July, 2025

CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models.

Yuanjie Lyu, Zhiyu Li, Simin Niu, Feiyu Xiong, Bo Tang, Wenjin Wang, Hao Wu, Huanyong Liu, Tong Xu, Enhong Chen

ACM Trans. Inf. Syst., March, 2025

Generating Event-Oriented Attribution for Movies via Two-Stage Prefix-Enhanced Multimodal LLM.

Yuanjie Lyu, Tong Xu, Zihan Niu, Bo Peng, Jing Ke

Proceedings of the Knowledge Science, Engineering and Management, 2025

Think Wider, Detect Sharper: Reinforced Reference Coverage for Document-Level Self-Contradiction Detection.

Yuhao Chen, Yuanjie Lyu, Shuochen Liu, Chao Zhang, Junhui Lv, Tong Xu

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Streamlining the Collaborative Chain of Models into A Single Forward Pass in Generation-Based Tasks.

Yuanjie Lyu, Chao Zhang, Yuhao Chen, Yong Chen, Tong Xu

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

2024

InteractNet: Social Interaction Recognition for Semantic-rich Videos.

Yuanjie Lyu, Penggang Qin, Tong Xu, Chen Zhu, Enhong Chen

ACM Trans. Multim. Comput. Commun. Appl., August, 2024

Generating Event-oriented Attribution for Movies via Two-Stage Prefix-Enhanced Multimodal LLM.

Yuanjie Lyu, Tong Xu, Zihan Niu, Bo Peng, Jing Ke, Enhong Chen

CoRR, 2024

Enhancing Complex Question Answering via LLM Pseudo-Document and Adaptive Retrieval.

Jin Zhou, Zhi Zheng, Yuanjie Lyu, Tong Xu

Proceedings of the Web Information Systems Engineering - WISE 2024, 2024

Retrieve-Plan-Generation: An Iterative Planning and Answering Framework for Knowledge-Intensive LLM Generation.

Yuanjie Lyu, Zihan Niu, Zheyong Xie, Chao Zhang, Tong Xu, Yang Wang, Enhong Chen

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2022

Faithful Abstractive Summarization via Fact-aware Consistency-constrained Transformer.

Yuanjie Lyu, Chen Zhu, Tong Xu, Zikai Yin, Enhong Chen

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022