EH
Ermo Hua
cs.CLcs.AIcs.LGcs.CVq-bio.QMcs.IR
On Valency
published · living versionsW_mebhrdwy·v1 · currentpublished
Meta Expert: Cross-Layer Expert Sharing for Storage- and Retrieval-Efficient MoE
with Xiangyu Hong, Baiting Wu, Che Jiang, Haozheng Hou +9
1 version
Preprints & journals
24 papers in the corpus · 2024–2026Meta Expert: Cross-Layer Expert Sharing for Storage- and Retrieval-Efficient MoE2610.27598v1 · Ermo Hua, Xiangyu Hong, Baiting Wu et al.2026 · 0 citationsarXivon Valency
Safin-1: Safety from Within through Memory-Native State Evolution2609.00092v1 · Ming Zhang, Kaisen Yang, Shu Yu et al.2026 · 0 citationsarXiv
Intern-S2-Mobius: Foundation Model with Decoupled Knowledge and Reasoning2608.14290v1 · Kai Chen, Jifeng Ding, Ning Ding et al.2026 · 0 citationsarXiv
MARCH: Scaling Recurrent Memory with Content-Routed State Anchors2608.12435v1 · Ming Zhang, Kaisen Yang, Shu Yu et al.2026 · 0 citationsarXiv
PI-Mem: Pushing Long-Context Reasoning to 3.6M Tokens with Parallel-Iterative Memory2608.03048v1 · Dawei Liu, Haixu Song, Shuang Cheng et al.2026 · 0 citationsarXiv
Frontis-MA1: Training an AI4AI Model towards Recursive Self-Improvement in Machine Learning Engineering2607.28568v1 · Junlin Yang, Che Jiang, Yu Fu et al.2026 · 0 citationsarXiv
Intern-S1-Pro: Scientific Multimodal Foundation Model at Trillion Scale2603.25040v2 · Yicheng Zou, Dongsheng Zhu, Lin Zhu et al.2026 · 1 citationarXiv
VC-VTON: Toward Across-View and Multi-Posture-Driven Virtual Try-On via Spatiotemporal-Aware View-Consistency Training.42275326 · Ma, Zhiyuan, Wei, Jiabao, Cai, Zhihan et al.2026 · 0 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;35:6502-6516
Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism2510.26083v2 · Yuhua Jiang, Shuang Cheng, Yihao Liu et al.2025 · 0 citationsarXiv
FlowRL: Matching Reward Distributions for LLM Reasoning2509.15207v3 · Xuekai Zhu, Daixuan Cheng, Dinghuai Zhang et al.2025 · 1 citationarXiv
A Survey of Reinforcement Learning for Large Reasoning Models2509.08827v3 · Kaiyan Zhang, Yuxin Zuo, Bingxiang He et al.2025 · 3 citationsarXiv
Automating Exploratory Multiomics Research via Language Models2506.07591v1 · Shang Qu, Ning Ding, Linhai Xie et al.2025 · 0 citationsarXiv
TTRL: Test-Time Reinforcement Learning2504.16084v3 · Yuxin Zuo, Kaiyan Zhang, Li Sheng et al.2025 · 7 citationsarXiv
Technologies on Effectiveness and Efficiency: A Survey of State Spaces Models2503.11224v1 · Xingtai Lv, Youbang Sun, Kaiyan Zhang et al.2025 · 0 citationsarXiv
Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines2502.16641v1 · Xinwei Long, Zhiyuan Ma, Ermo Hua et al.2025 · 12 citationsarXiv
MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding2501.18362v3 · Yuxin Zuo, Shang Qu, Yifei Li et al.2025 · 3 citationsarXiv
How to Synthesize Text Data without Model Collapse?2412.14689v3 · Xuekai Zhu, Daixuan Cheng, Hengli Li et al.2024 · 0 citationsarXiv
Automating Exploratory Proteomics Research via Language Models2411.03743v1 · Ning Ding, Shang Qu, Linhai Xie et al.2024 · 0 citationsarXiv
Scalable Efficient Training of Large Language Models with Low-dimensional Projected Attention2411.02063v1 · Xingtai Lv, Ning Ding, Kaiyan Zhang et al.2024 · 2 citationsarXiv
Large Language Models as Biomedical Hypothesis Generators: A Comprehensive Evaluation2407.08940v2 · Biqing Qi, Kaiyan Zhang, Kai Tian et al.2024 · 5 citationsarXiv
Fast and Slow Generating: An Empirical Study on Large and Small Language Models Collaborative Decoding2406.12295v2 · Kaiyan Zhang, Jianyu Wang, Ning Ding et al.2024 · 3 citationsarXiv
UltraMedical: Building Specialized Generalists in Biomedicine2406.03949v2 · Kaiyan Zhang, Sihang Zeng, Ermo Hua et al.2024 · 24 citationsarXiv
Intuitive Fine-Tuning: Towards Simplifying Alignment into a Single Process2405.11870v3 · Ermo Hua, Biqing Qi, Kaiyan Zhang et al.2024 · 1 citationarXiv
CoGenesis: A Framework Collaborating Large and Small Language Models for Secure Context-Aware Instruction Following2403.03129v2 · Kaiyan Zhang, Jianyu Wang, Ermo Hua et al.2024 · 15 citationsarXiv
Career total: 28 works. 24 are in this corpus.
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