Shu Zhou

2026

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When MLLMs Meet ICH: A visual retrieval-augmented generation-based method for intangible cultural heritage image recognition-take Shadow Puppetry as a case.
Tao Fan|Hao Wang|Yuehua Zhao|Shu Zhou|Bin Shi
Information Processing and Management 2026 Volume 63 Issue 3
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Latent Retrieval Augmented Generation.
Shu Zhou|Junan Chen|Rui Ling|Tao Fan|Hao Wang
Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026
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Calibrating Uncertainty with Cross-Model Consistency for LLM Hallucination Mitigation.
Jun Liu|Shu Zhou|Jun Liu|Shu Zhou|Rui Ling|Fangzhi Xu|Junan Chen|Tao Fan|Yudai Pan|Hao Wang|Yifan Zhu
Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026
doi dblp
SCORE-RAG: Self-Correcting Exploration-Exploitation Retrieval for Multi-hop Question Answering.
Shu Zhou|Rui Ling|Junan Chen|Tao Fan|Hao Wang
Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026
doi dblp
Why Knowledge Distillation Fails to Scale in Neural Retrieval.
Graham McDonald|Tao Fan|Guido Zuccon|Shu Zhou|Hao Wang|Craig Macdonald|Rui Ling|Junan Chen|Tao Fan|Graham McDonald|Hao Wang|Craig Macdonald|Guido Zuccon|Shu Zhou
Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026
doi dblp
Cascaded Verification Framework: A Progressive Approach for Mitigating Hallucinations in Large Language Models.
Shu Zhou|Yufei Song|Jinman Leng|Xin Wang|Tao Fan|Hao Wang
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.
doi dblp
Activation Caching for Retrieval-Augmented Generation.
Shu Zhou|Yufei Song|Jinman Leng|Xin Wang|Tao Fan|Hao Wang
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

2025

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LOSDF: A logical optimization and semantic decoupling framework for question answering in multi-party conversations.
Shu Zhou|Xin Wang|Jingwen Qiu|Xiaomin Li|Bin Shi|Hao Wang
Information Processing and Management 2025 Volume 62 Issue 5