Author

Tao Zheng

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#machine learning Review Feb 2026

Bridging Academia and Industry: A Comprehensive Benchmark for Attributed Graph Clustering

PyAGC is presented, a comprehensive, production-ready benchmark and library designed to stress-test AGC methods across diverse scales and structural properties and advocates for a holistic evaluation protocol that mandates unsupervised structural metrics and efficiency profiling alongside traditional supervised metrics...

Yunhui Liu, Pengyu Qiu, Yu-Jie Xing et al. · arXiv.org · 5 citations

Conference Open access 2026

CoDA: Restoring Contextual Dominance via Copy-Encouraged Attention Intervention for Mitigating RAG Hallucinations

CoDA is introduced, a lightweight inference-time attention intervention that amplifies evidence-aligned value states, enabling more attention heads to transport reliable external evidence in a copy-encouraged manner and improves contextual faithfulness, reduces hallucination, and remains robust under long and noisy con...

Jinwei Shi, Qizhuo Xie, Qianzi Hou et al. · Annual Meeting of the Associ... · 0 citations