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2020 – today
- 2024
[i10]Kaiyue Wen, Xingyu Dang, Kaifeng Lyu:
RNNs are not Transformers (Yet): The Key Bottleneck on In-context Retrieval. CoRR abs/2402.18510 (2024)- [i9]Kaiyue Wen, Zhiyuan Li, Jason Wang, David Hall, Percy Liang, Tengyu Ma:
Understanding Warmup-Stable-Decay Learning Rates: A River Valley Loss Landscape Perspective. CoRR abs/2410.05192 (2024) - [i8]Kaiyue Wen, Huaqing Zhang, Hongzhou Lin, Jingzhao Zhang:
From Sparse Dependence to Sparse Attention: Unveiling How Chain-of-Thought Enhances Transformer Sample Efficiency. CoRR abs/2410.05459 (2024) - 2023
- [c6]Kaiyue Wen, Tengyu Ma, Zhiyuan Li:
How Sharpness-Aware Minimization Minimizes Sharpness? ICLR 2023 - [c5]Kaiyue Wen, Jiaye Teng, Jingzhao Zhang:
Benign Overfitting in Classification: Provably Counter Label Noise with Larger Models. ICLR 2023 - [c4]Kaiyue Wen, Zhiyuan Li, Tengyu Ma:
Sharpness Minimization Algorithms Do Not Only Minimize Sharpness To Achieve Better Generalization. NeurIPS 2023 - [c3]Kaiyue Wen, Yuchen Li, Bingbin Liu, Andrej Risteski:
Transformers are uninterpretable with myopic methods: a case study with bounded Dyck grammars. NeurIPS 2023 - [i7]Haozhe Jiang, Kaiyue Wen, Yilei Chen:
Practically Solving LPN in High Noise Regimes Faster Using Neural Networks. CoRR abs/2303.07987 (2023) - [i6]Kaiyue Wen, Zhiyuan Li
, Tengyu Ma:
Sharpness Minimization Algorithms Do Not Only Minimize Sharpness To Achieve Better Generalization. CoRR abs/2307.11007 (2023) - [i5]Kaiyue Wen, Yuchen Li, Bingbin Liu, Andrej Risteski:
Transformers are uninterpretable with myopic methods: a case study with bounded Dyck grammars. CoRR abs/2312.01429 (2023) - [i4]Haozhe Jiang, Kaiyue Wen, Yilei Chen:
Practically Solving LPN in High Noise Regimes Faster Using Neural Networks. IACR Cryptol. ePrint Arch. 2023: 372 (2023) - 2022
- [c2]Xiaozhi Wang, Kaiyue Wen, Zhengyan Zhang, Lei Hou, Zhiyuan Liu, Juanzi Li:
Finding Skill Neurons in Pre-trained Transformer-based Language Models. EMNLP 2022: 11132-11152 - [c1]Yusheng Su, Xiaozhi Wang, Yujia Qin, Chi-Min Chan, Yankai Lin, Huadong Wang, Kaiyue Wen, Zhiyuan Liu, Peng Li, Juanzi Li, Lei Hou, Maosong Sun, Jie Zhou:
On Transferability of Prompt Tuning for Natural Language Processing. NAACL-HLT 2022: 3949-3969 - [i3]Kaiyue Wen, Jiaye Teng, Jingzhao Zhang:
Realistic Deep Learning May Not Fit Benignly. CoRR abs/2206.00501 (2022) - [i2]Kaiyue Wen, Tengyu Ma, Zhiyuan Li:
How Does Sharpness-Aware Minimization Minimize Sharpness? CoRR abs/2211.05729 (2022) - [i1]Xiaozhi Wang, Kaiyue Wen, Zhengyan Zhang, Lei Hou, Zhiyuan Liu, Juanzi Li:
Finding Skill Neurons in Pre-trained Transformer-based Language Models. CoRR abs/2211.07349 (2022)
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