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Author

Shu Zhou

ORCID: 0000-0001-5935-3159
Observed ORCID: 0000-0001-5935-3159
OpenAlex ID: A5139831059
Learning transferable noise recognizers from training dynamics for robust classification
2026 · Mengyang Li, Shu Zhou, et al. · Pattern Recognition
LISA-Net: Lateral Inhibition and Structure Alignment Network
2026 · Wei Chen, Peize Li, et al. · Pattern Recognition
SCORE-RAG: Self-Correcting Exploration-Exploitation Retrieval for Multi-hop Question Answering
2026 · Shu Zhou, Rui Ling, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
Latent Retrieval Augmented Generation
2026 · Shu Zhou, Junan Chen, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
Why Knowledge Distillation Fails to Scale in Neural Retrieval
2026 · Shu Zhou, Rui Ling, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
Calibrating Uncertainty with Cross-Model Consistency for LLM Hallucination Mitigation
2026 · Shu Zhou, Rui Ling, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
DynKGRAG: A framework for dynamic knowledge graph construction and multi-hop querying over numerical and textual data
2026 · Shu Zhou, Yunyang Xuan, et al. · Neurocomputing
The Retrieval Bottleneck: Scaling Laws for Reinforcement Learning in RAG
2026 · Shu Zhou, Jinman Leng, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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When More Thinking Hurts: Overthinking in LLM Test-Time Compute Scaling
2026 · Shu Zhou, Rui Ling, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
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DynamicFocalPO: Adaptive Focusing Strategy for Preference Optimization
2026 · Shu Zhou, Junan Chen, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
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Works count: 10
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