Junhao Ruan

According to our database, Junhao Ruan authored at least 10 papers between 2024 and 2026.

Collaborative distances:

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

2026

MemoSight: Unifying Context Compression and Multi Token Prediction for Reasoning Acceleration.

Xinyu Liu, Xin Liu, Bo Jin, Runsong Zhao, Pengcheng Huang, Junhao Ruan, Bei Li, Chunyang Xiao, Tong Xiao, Jingbo Zhu

CoRR, April, 2026

Causal Autoregressive Diffusion Language Model.

Junhao Ruan, Bei Li, Yongjing Yin, Pengcheng Huang, Xin Chen, Jingang Wang, Xunliang Cai, Tong Xiao, JingBo Zhu

CoRR, January, 2026

2025

SUBQRAG: Sub-Question Driven Dynamic Graph RAG.

Jiaoyang Li, Junhao Ruan, Shengwei Tang, Saihan Chen, Kaiyan Chang, Yuan Ge, Tong Xiao, Jingbo Zhu

CoRR, October, 2025

Pseudo-kNN-MT: Enhancing domain adaptability of neural machine translation via target language data.

Abudurexiti Reheman, Yingfeng Luo, Junhao Ruan, Hongyu Liu, Tong Xiao, Jingbo Zhu

Knowl. Based Syst., 2025

IIET: Efficient Numerical Transformer via Implicit Iterative Euler Method.

Xinyu Liu, Bei Li, Jiahao Liu, Junhao Ruan, Kechen Jiao, Hongyin Tang, Jingang Wang, Tong Xiao, JingBo Zhu

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

TCPO: Thought-Centric Preference Optimization for Effective Embodied Decision-making.

Kechen Jiao, Zhirui Fang, Jiahao Liu, Bei Li, Qifan Wang, Xinyu Liu, Junhao Ruan, Zhongjian Qiao, Yifan Zhu, Yaxin Xu, Jingang Wang, Xiu Li

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

SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment.

Yuchun Fan, Yongyu Mu, Yilin Wang, Lei Huang, Junhao Ruan, Bei Li, Tong Xiao, Shujian Huang, Xiaocheng Feng, Jingbo Zhu

Proceedings of the 31st International Conference on Computational Linguistics, 2025

Enhancing Neural Machine Translation Through Target Language Data: A kNN-LM Approach for Domain Adaptation.

Abudurexiti Reheman, Hongyu Liu, Junhao Ruan, Abudukeyumu Abudula, Yingfeng Luo, Tong Xiao, JingBo Zhu

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

2024

NDP: Next Distribution Prediction as a More Broad Target.

Junhao Ruan, Abudukeyumu Abudula, Xinyu Liu, Bei Li, Yinqiao Li, Chenglong Wang, Yuchun Fan, Yuan Ge, Tong Xiao, Jingbo Zhu

CoRR, 2024

Exploiting Target Language Data for Neural Machine Translation Beyond Back Translation.

Abudurexiti Reheman, Yingfeng Luo, Junhao Ruan, Chunliang Zhang, Anxiang Ma, Tong Xiao, JingBo Zhu

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