ImplicitAVE: An Open-Source Dataset and Multimodal LLMs Benchmark for Implicit Attribute Value Extraction. - Henry Peng Zou; Vinay Samuel; Yue Zhou; Weizhi Zhang 001; Liancheng Fang; Zihe Song 001; Philip S. Yu; Cornelia Caragea (ACL (Findings), 2024)

Do We Really Need Graph Convolution During Training? Light Post-Training Graph-ODE for Efficient Recommendation. - Weizhi Zhang 001; Liangwei Yang; Zihe Song 001; Henry Peng Zou; Ke Xu; Liancheng Fang; Philip S. Yu (CIKM, 2024)

Unleashing the Potential of Diffusion Models for Incomplete Data Imputation. - Hengrui Zhang; Liancheng Fang; Philip S. Yu (CoRR, 2024)

Diffusion-nested Auto-Regressive Synthesis of Heterogeneous Tabular Data. - Hengrui Zhang; Liancheng Fang; Qitian Wu; Philip S. Yu (CoRR, 2024)

TABGEN-ICL: Residual-Aware In-Context Example Selection for Tabular Data Generation. - Liancheng Fang; Aiwei Liu; Hengrui Zhang; Henry Peng Zou; Weizhi Zhang 001; Philip S. Yu (ACL (Findings), 2025)

TestNUC: Enhancing Test-Time Computing Approaches and Scaling through Neighboring Unlabeled Data Consistency. - Henry Peng Zou; Zhengyao Gu; Yue Zhou; Yankai Chen 001; Weizhi Zhang 001; Liancheng Fang; Yibo Wang 001; Yangning Li; Kay Liu; Philip S. Yu (ACL (1), 2025)

Can Watermarked LLMs be Identified by Users via Crafted Prompts? - Aiwei Liu; Sheng Guan; Yiming Liu; Leyi Pan; Yifei Zhang; Liancheng Fang; Lijie Wen 001; Philip S. Yu; Xuming Hu (ICLR, 2025)

DiffPuter: Empowering Diffusion Models for Missing Data Imputation. - Hengrui Zhang; Liancheng Fang; Qitian Wu; Philip S. Yu (ICLR, 2025)

Multi-Agent Autonomous Driving Systems with Large Language Models: A Survey of Recent Advances. - Yaozu Wu; Dongyuan Li; Yankai Chen 001; Renhe Jiang; Henry Peng Zou; Liancheng Fang; Zhen Wang 004; Philip S. Yu (CoRR, 2025)

TestNUC: Enhancing Test-Time Computing Approaches through Neighboring Unlabeled Data Consistency. - Henry Peng Zou; Zhengyao Gu; Yue Zhou; Yankai Chen 001; Weizhi Zhang 001; Liancheng Fang; Yibo Wang 001; Yangning Li; Kay Liu; Philip S. Yu (CoRR, 2025)

A Survey on Large Language Model based Human-Agent Systems. - Henry Peng Zou; Wei-Chieh Huang; Yaozu Wu; Yankai Chen 001; Chunyu Miao; Hoang Nguyen; Yue Zhou; Weizhi Zhang 001; Liancheng Fang; Langzhou He; Yangning Li; Dongyuan Li; et al. (CoRR, 2025)

MUSE: Model-Agnostic Tabular Watermarking via Multi-Sample Selection. - Liancheng Fang; Aiwei Liu; Henry Peng Zou; Yankai Chen 001; Hengrui Zhang; Zhongfen Deng; Philip S. Yu (CoRR, 2025)

A Call for Collaborative Intelligence: Why Human-Agent Systems Should Precede AI Autonomy. - Henry Peng Zou; Wei-Chieh Huang; Yaozu Wu; Chunyu Miao; Dongyuan Li; Aiwei Liu; Yue Zhou; Yankai Chen 001; Weizhi Zhang 001; Yangning Li; Liancheng Fang; Renhe Jiang; et al. (CoRR, 2025)