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Tianyu Guo
Tianyu Guo
Ph.D. student, UC Berkeley
Verified email at berkeley.edu
Title
Cited by
Cited by
Year
How do transformers learn in-context beyond simple functions? a case study on learning with representations
T Guo, W Hu, S Mei, H Wang, C Xiong, S Savarese, Y Bai
arXiv preprint arXiv:2310.10616, 2023
422023
What can a single attention layer learn? a study through the random features lens
H Fu, T Guo, Y Bai, S Mei
Advances in Neural Information Processing Systems 36, 2024
242024
How Do Transformers Learn In-Context Beyond Simple Functions
T Guo, W Hu, S Mei, H Wang, C Xiong, S Savarese, Y Bai
A Case Study on Learning with Representations, 2023
52023
Posterior predictive propensity scores and p-values
P Ding, T Guo
Observational Studies 9 (1), 3-18, 2023
32023
Active-dormant attention heads: Mechanistically demystifying extreme-token phenomena in llms
T Guo, D Pai, Y Bai, J Jiao, MI Jordan, S Mei
arXiv preprint arXiv:2410.13835, 2024
12024
Collaborative Heterogeneous Causal Inference Beyond Meta-analysis
T Guo, SP Karimireddy, MI Jordan
arXiv preprint arXiv:2404.15746, 2024
12024
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Articles 1–6