Han Liu
Princeton University
H-index: 59
North America-United States
Top articles of Han Liu
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Outlier-Efficient Hopfield Layers for Large Transformer-Based Models | accepted to ICML2024 | Jerry Yao-Chieh Hu Pei-Hsuan Chang Robin Luo Hong-Yu Chen Weijian Li | 2024/4/4 |
AdAdaGrad: Adaptive Batch Size Schemes for Adaptive Gradient Methods | arXiv preprint arXiv:2402.11215 | Tim Tsz-Kit Lau Han Liu Mladen Kolar | 2024/2/17 |
Nonparametric Modern Hopfield Models | arXiv preprint arXiv:2404.03900 | Jerry Yao-Chieh Hu Bo-Yu Chen Dennis Wu Feng Ruan Han Liu | 2024/4/5 |
On sparse modern hopfield model | Advances in Neural Information Processing Systems | Jerry Yao-Chieh Hu Donglin Yang Dennis Wu Chenwei Xu Bo-Yu Chen | 2024/2/13 |
Uniform Memory Retrieval with Larger Capacity for Modern Hopfield Models | arXiv preprint arXiv:2404.03827 | Dennis Wu Jerry Yao-Chieh Hu Teng-Yun Hsiao Han Liu | 2024/4/4 |
On Computational Limits of Modern Hopfield Models: A Fine-Grained Complexity Analysis | arXiv e-prints | Jerry Yao-Chieh Hu Thomas Lin Zhao Song Han Liu | 2024/2 |
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models | arXiv preprint arXiv:2403.17359 | Zhenyu Pan Haozheng Luo Manling Li Han Liu | 2024/3/26 |
KGML-xDTD: a knowledge graph–based machine learning framework for drug treatment prediction and mechanism description | GigaScience | Chunyu Ma Zhihan Zhou Han Liu David Koslicki | 2023 |
Dnabert-2: Efficient foundation model and benchmark for multi-species genome | arXiv preprint arXiv:2306.15006 | Zhihan Zhou Yanrong Ji Weijian Li Pratik Dutta Ramana Davuluri | 2023/6/26 |
Hidden Clique Inference in Random Ising Model I: the planted random field Curie-Weiss model | arXiv preprint arXiv:2310.00667 | Yihan He Han Liu Jianqing Fan | 2023/10/1 |
Ising-traffic: Using ising machine learning to predict traffic congestion under uncertainty | Proceedings of the AAAI Conference on Artificial Intelligence | Zhenyu Pan Anshujit Sharma Jerry Yao-Chieh Hu Zhuo Liu Ang Li | 2023/6/26 |
Hidden Clique Inference in Random Ising Model II: the planted Sherrington-Kirkpatrick model | arXiv preprint arXiv:2309.14192 | Yihan He Han Liu Jianqing Fan | 2023/9/25 |
Efficient Action Robust Reinforcement Learning with Probabilistic Policy Execution Uncertainty | arXiv preprint arXiv:2307.07666 | Guanin Liu Zhihan Zhou Han Liu Lifeng Lai | 2023/7/15 |
Non-Log-Concave and Nonsmooth Sampling via Langevin Monte Carlo Algorithms | arXiv preprint arXiv:2305.15988 | Tim Tsz-Kit Lau Han Liu Thomas Pock | 2023/5/25 |
Feature programming for multivariate time series prediction | Alex Daniel Reneau Jerry Yao-Chieh Hu Ammar Gilani Han Liu | 2023/7/3 | |
Stanhop: Sparse tandem hopfield model for memory-enhanced time series prediction | arXiv preprint arXiv:2312.17346 | Dennis Wu Jerry Yao-Chieh Hu Weijian Li Bo-Yu Chen Han Liu | 2023/12/28 |
Wasserstein Distributionally Robust Optimization with Wasserstein Barycenters | arXiv preprint arXiv:2203.12136 | Tim Tsz-Kit Lau Han Liu | 2022/3/23 |
Optimal covariate balancing conditions in propensity score estimation | Journal of Business & Economic Statistics | Jianqing Fan Kosuke Imai Inbeom Lee Han Liu Yang Ning | 2022/12/13 |
High-temperature structure detection in ferromagnets | Information and Inference: A Journal of the IMA | Yuan Cao Matey Neykov Han Liu | 2022/3 |
Predicting drug repurposing candidates and their mechanisms from a biomedical knowledge graph | Chunyu Ma Zhihan Zhou Han Liu David Koslicki | 2022/9/29 |
Co-Authors
