YM
Yongyu Mu
cs.CLcs.AIcs.LGcs.CV
On Valency
published · living versionsW_af3g4cpf·v1 · currentpublished
PEAR: Adaptive Advantage Reshaping for Perception and Exploration in Large Vision-Language Models
with Junxin Wang, Yingfeng Luo, Xiangchen Song, Weiqiao Shan +10
1 version
Preprints & journals
22 papers in the corpus · 2021–2026LANG: Reinforcement Learning for Multilingual Reasoning with Language-Adaptive Hint Guidance2605.22567v1 · Yuchun Fan, Bei Li, Peiguang Li et al.2026 · 0 citationsarXiv
DaPT: A Dual-Path Framework for Multilingual Multi-hop Question Answering2603.19097v1 · Yilin Wang, Yuchun Fan, Jiaoyang Li et al.2026 · 0 citationsarXiv
Offline Exploration-Aware Fine-Tuning for Long-Chain Mathematical Reasoning2603.16206v1 · Yongyu Mu, Jiali Zeng, Fandong Meng et al.2026 · 0 citationsarXiv
Probing Preference Representations: A Multi-Dimensional Evaluation and Analysis Method for Reward Models2511.12464v1 · Chenglong Wang, Yifu Huo, Yang Gan et al.2025 · 0 citationsarXiv
MRO: Enhancing Reasoning in Diffusion Language Models via Multi-Reward Optimization2510.21473v1 · Chenglong Wang, Yang Gan, Hang Zhou et al.2025 · 0 citationsarXiv
GRAM-R: Self-Training Generative Foundation Reward Models for Reward Reasoning2509.02492v3 · Chenglong Wang, Yongyu Mu, Hang Zhou et al.2025 · 0 citationsarXiv
Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models2508.18381v1 · Yuchun Fan, Yilin Wang, Yongyu Mu et al.2025 · 0 citationsarXiv
GRAM: A Generative Foundation Reward Model for Reward Generalization2506.14175v3 · Chenglong Wang, Yang Gan, Yifu Huo et al.2025 · 0 citationsarXiv
Dissecting Long-Chain-of-Thought Reasoning Models: An Empirical Study2506.04913v2 · Yongyu Mu, Jiali Zeng, Bei Li et al.2025 · 0 citationsarXiv
Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation2503.06594v2 · Yingfeng Luo, Tong Zheng, Yongyu Mu et al.2025 · 5 citationsarXiv
Boosting Text-To-Image Generation via Multilingual Prompting in Large Multimodal Models2501.07086v1 · Yongyu Mu, Hengyu Li, Junxin Wang et al.2025 · 3 citationsarXiv
SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment2501.03681v1 · Yuchun Fan, Yongyu Mu, Yilin Wang et al.2025 · 1 citationarXiv
LRHP: Learning Representations for Human Preferences via Preference Pairs2410.04503v1 · Chenglong Wang, Yang Gan, Yifu Huo et al.2024 · 0 citationsarXiv
RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data2408.12109v2 · Chenglong Wang, Yang Gan, Yifu Huo et al.2024 · 2 citationsarXiv
Cross-layer Attention Sharing for Pre-trained Large Language Models2408.01890v2 · Yongyu Mu, Yuzhang Wu, Yuchun Fan et al.2024 · 1 citationarXiv
Translate-and-Revise: Boosting Large Language Models for Constrained Translation2407.13164v1 · Pengcheng Huang, Yongyu Mu, Yuzhang Wu et al.2024 · 2 citationsarXiv
Hybrid Alignment Training for Large Language Models2406.15178v1 · Chenglong Wang, Hang Zhou, Kaiyan Chang et al.2024 · 8 citationsarXiv
Revealing the Parallel Multilingual Learning within Large Language Models2403.09073v3 · Yongyu Mu, Peinan Feng, Zhiquan Cao et al.2024 · 0 citationsarXiv
Augmenting Large Language Model Translators via Translation Memories2305.17367v1 · Yongyu Mu, Abudurexiti Reheman, Zhiquan Cao et al.2023 · 11 citationsarXiv
Improved Knowledge Distillation for Pre-trained Language Models via Knowledge Selection2302.00444v1 · Chenglong Wang, Yi Lu, Yongyu Mu et al.2023 · 7 citationsarXiv
The NiuTrans Machine Translation Systems for WMT212109.10485v1 · Shuhan Zhou, Tao Zhou, Binghao Wei et al.2021 · 1 citationarXiv
The NiuTrans System for the WMT21 Efficiency Task2109.08003v1 · Chenglong Wang, Chi Hu, Yongyu Mu et al.2021 · 0 citationsarXiv
Career total: 32 works. 22 are in this corpus.
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