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Author

Difan Zou

Observed name: Zou, Difan
Observed institution: University of Hong Kong
OpenAlex ID: A5116316579
The Power and Limitation of Pretraining-Finetuning for Linear Regression Under Covariate Shift
2022 · Jingfeng Wu, Difan Zou, et al. · neural information processing systems · 3
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Toward Native Multimodal Modeling: A Roadmap
2026 · Siyu An, Junru Lu, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 1
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Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States.
2026 · Hulme-Lowe, Christopher, Dalgic, Ozden O, et al. · UNC Libraries
Learning with Synthetic Data via SGD in High-Dimensional Linear Regression
2026 · li, Jichu, Zou, Difan · arXiv (Cornell University)
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FreeStyle: Free Control of Style-Content Dual-Reference Generation from Community LoRA Mining
2026 · Lan, Jinghong, Cheng, Wei, et al. · arXiv (Cornell University)
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MSAVBench: Towards Comprehensive and Reliable Evaluation of Multi-Shot Audio-Video Generation
2026 · Wei, Yujie, Han, Yujin, et al. · arXiv (Cornell University)
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Structured Role-Aware Policy Optimization for Multimodal Reasoning
2026 · Jiang, Bingqing, Zou, Difan · arXiv (Cornell University)
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AesRM: Improving Video Aesthetics with Expert-Level Feedback
2026 · Han, Yujin, Wei, Yujie, et al. · arXiv (Cornell University)
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StoSignSGD: Unbiased Structural Stochasticity Fixes SignSGD for Training Large Language Models
2026 · Yu, Dingzhi, Pan, Rui, et al. · arXiv (Cornell University)
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Towards Understanding Fine-Tuning Mechanisms of LLMs via Circuit Analysis
2025 · Wang, Xu, Hu, Yan, et al. · arXiv (Cornell University)
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Training Over-Parameterized Deep Neural Networks
2024 · Zou, Difan · TIB Data Manager
Risk Bounds of Multi-Pass SGD for Least Squares in the Interpolation Regime
2022 · Difan Zou, Jingfeng Wu, et al. · neural information processing systems
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A pre-registered short-term forecasting study of COVID-19 in Germany and Poland during the second wave
2021 · Rakowski, Franciszek, Górski, Łukasz, et al. · ReIn UW (University of Warsaw)
Works count: 13
Citation count: 4
H-index: 1
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