HH

Haoyu Huang

cs.AIcs.LGcs.CLcs.CVcs.CYcs.DB

On Valency

published · living versions

W_p6afv97w·v1 · currentpublished

Toward Knowledge-Centric AI: Discovering, Internalizing, and Using Explicit Knowledge Across Agents and Generations

with Yisen Gao, Zhongwei Xie, Yufei Li, Hong Ting Tsang +5

1 version

Preprints & journals

10 papers in the corpus · 2026

SoFT: Soft Targets for Generalizable LLM Fine-Tuning2609.32493v2 · Huihao Jing, Wenbin Hu, Shaojin Chen et al.2026 · 0 citationsarXiv

ACE-GraphRAG: Agentic Context Engineering for Hierarchical GraphRAG2608.01269v2 · Yongfeng Huang, Yuren Lai, Ruiying Chen et al.2026 · 0 citationsarXiv

FAIR-Calib: Frontier-Aware Instability-Reweighted Calibration for Post-Training Quantization of Diffusion Large Language Models2606.06547v2 · Haoyu Huang, Linlin Yang, Sheng Xu et al.2026 · 0 citationsarXiv

KGPFN: Unlocking the Potential of Knowledge Graph Foundation Model via In-Context Learning2605.14907v2 · Yisen Gao, Jiaxin Bai, Haoyu Huang et al.2026 · 0 citationsarXiv

DeepRefine: Agentic Knowledge Refinement via Reinforcement Learning2605.10488v2 · Haoyu Huang, Jiaxin Bai, Shujie Liu et al.2026 · 0 citationsarXiv

SURGE: Surrogate Gradient Adaptation in Binary Neural Networks2605.10989v3 · Haoyu Huang, Boyu Liu, Linlin Yang et al.2026 · 0 citationsarXiv

BiasIG: Benchmarking Multi-dimensional Social Biases in Text-to-Image Models2604.11934v2 · Hanjun Luo, Zhimu Huang, Haoyu Huang et al.2026 · 0 citationsarXiv

SpecEyes: Accelerating Agentic Multimodal LLMs via Speculative Perception and Planning2603.23483v2 · Haoyu Huang, Jinfa Huang, Zhongwei Wan et al.2026 · 0 citationsarXiv

NGDBench: Towards Neural Graph Data Management2603.05529v2 · Yufei Li, Yisen Gao, Jiaxuan Xiong et al.2026 · 0 citationsarXiv

NGDB-Zoo: Towards Efficient and Scalable Neural Graph Databases Training2602.21597v1 · Zhongwei Xie, Jiaxin Bai, Shujie Liu et al.2026 · 0 citationsarXiv

Career total: 10 works. 10 are in this corpus.

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