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Author

Dawei Zhou

Observed name: Zhou, Dawei
Observed institutions: Xidian University, Virginia Tech
ORCID: 0000-0002-0694-3603
Observed ORCID: 0000-0002-0694-3603
OpenAlex ID: A5100583693
HalluGuard: Demystifying Data-Driven and Reasoning-Driven Hallucinations in LLMs
2026 · Zeng, Xinyue, Lin, Junhong, et al. · arXiv (Cornell University) · 8
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Mitigating Feature Gap for Adversarial Robustness by Feature Disentanglement
2025 · Nuoyan Zhou, Dawei Zhou, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 5
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LLMs Struggle to Measure What Distinguishes Students of Different Proficiency Levels: A Study of Item Discrimination in Reading Comprehension Assessment
2026 · Chen, Han, Li, Ming, et al. · arXiv (Cornell University) · 3
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Cognitive Episodes in LLM Reasoning Traces Enable Interpretable Human Item Difficulty Prediction
2026 · Wang, Chenguang, Li, Ming, et al. · arXiv (Cornell University) · 2
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Think Again or Think Longer? Selective Verification for Budget-Aware Reasoning
2026 · Dip, Sajib Acharjee, Zhou, Dawei, et al. · arXiv (Cornell University) · 2
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Small but Mighty: Test Suites as Improvement Signals for Self-Evolving Agents
2026 · Cheng, Yutong, Cheng, Wei, et al. · arXiv (Cornell University) · 1
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RoSHAP: A Distributional Framework and Robust Metric for Stable Feature Attribution
2026 · Xiang, Lanxin, Shi, Liang, et al. · arXiv (Cornell University) · 1
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FST: Improving adversarial robustness via feature similarity-based targeted adversarial training
2026 · Yibo Xu, Dawei Zhou, et al. · Pattern Recognition · 1
PhyVer: Physics-Grounded Material Claim Verification with Multi-Fidelity Physical Evidence
2026 · Jianpeng Chen, Wangzhi Zhan, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 1
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HypRQ-VAE: Hyperbolic Item Indexing for Long-Tail-Aware Generative Recommender Systems
2026 · Wu, Longfeng, Zeng, Tong, et al. · arXiv (Cornell University)
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Bi-NAS: Towards Effective and Personalized Explanation for Recommender Systems via Bi-Level Neural Architecture Search
2026 · Wu, Longfeng, Zhou, Yao, et al. · arXiv (Cornell University)
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G-D3 PhyVer: Physics-Grounded Material Claim Verification with Multi-Fidelity Physical Evidence
2026 · Association for Computational Linguistics 2026, Chen, Jianpeng, et al. · Underline Science Inc.
Works count: 12
Citation count: 24
H-index: 3
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