YH
Yifu Huo
cs.CLcs.LGcs.AIcs.CVcs.SDeess.AS
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
15 papers in the corpus · 2023–2026Learning from Environmental Feedback: Credit Assignment across Multiple Timescales for Agentic Reinforcement Learning2608.08255v1 · Yifu Huo, Shunjie Xing, Chenglong Wang et al.2026 · 0 citationsarXiv
RRC: Unlocking Generative Reward Models in LLM Reinforcement Learning via Ranking-Based Reward Construction2608.06310v1 · Chenglong Wang, Ziming Zhu, Yifu Huo et al.2026 · 0 citationsarXiv
SPS: Steering Probability Squeezing for Better Exploration in Reinforcement Learning for Large Language Models2604.16995v1 · Yifu Huo, Chenglong Wang, Ziming Zhu et al.2026 · 0 citationsarXiv
MSRL: Scaling Generative Multimodal Reward Modeling via Multi-Stage Reinforcement Learning2603.25108v1 · Chenglong Wang, Yifu Huo, Yang Gan et al.2026 · 0 citationsarXiv
When Scaling Fails: Mitigating Audio Perception Decay of LALMs via Multi-Step Perception-Aware Reasoning2603.02266v2 · Ruixiang Mao, Xiangnan Ma, Dan Chen et al.2026 · 0 citationsarXiv
APR: Penalizing Structural Redundancy in Large Reasoning Models via Anchor-based Process Rewards2602.00760v2 · Kaiyan Chang, Chenwei Zhu, Yingfeng Luo et al.2026 · 0 citationsarXiv
SERM: Self-Evolving Relevance Model with Agent-Driven Learning from Massive Query Streams2601.09515v3 · Chenglong Wang, Canjia Li, Xingzhao Zhu 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
GRAM-R: Self-Training Generative Foundation Reward Models for Reward Reasoning2509.02492v3 · Chenglong Wang, Yongyu Mu, Hang Zhou et al.2025 · 0 citationsarXiv
HEAL: A Hypothesis-Based Preference-Aware Analysis Framework2508.19922v1 · Yifu Huo, Chenglong Wang, Qiren Zhu et al.2025 · 0 citationsarXiv
LaTeXTrans: Structured LaTeX Translation with Multi-Agent Coordination2508.18791v3 · Ziming Zhu, Chenglong Wang, Haosong Xv 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
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
ESRL: Efficient Sampling-based Reinforcement Learning for Sequence Generation2308.02223v1 · Chenglong Wang, Hang Zhou, Yimin Hu et al.2023 · 4 citationsarXiv
Career total: 22 works. 15 are in this corpus.
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