Підписатись
Zirui (Ray) Liu
Zirui (Ray) Liu
Assistant Professor of Computer Science, University of Minnesota at Twin Cities
Підтверджена електронна адреса в umn.edu - Домашня сторінка
Назва
Посилання
Посилання
Рік
Kivi: A tuning-free asymmetric 2bit quantization for kv cache
Z Liu, J Yuan, H Jin, S Zhong, Z Xu, V Braverman, B Chen, X Hu
International Conference on Machine Learning, 2024
1202024
Llm maybe longlm: Self-extend llm context window without tuning
H Jin, X Han, J Yang, Z Jiang, Z Liu, CY Chang, H Chen, X Hu
International Conference on Machine Learning, 2024
116*2024
A comprehensive study on large-scale graph training: Benchmarking and rethinking
K Duan, Z Liu, P Wang, W Zheng, K Zhou, T Chen, X Hu, Z Wang
Advances in Neural Information Processing Systems 35, 5376-5389, 2022
732022
Mitigating gender bias in captioning systems
R Tang, M Du, Y Li, Z Liu, N Zou, X Hu
Proceedings of the Web Conference 2021, 633-645, 2021
732021
EXACT: Scalable graph neural networks training via extreme activation compression
Z Liu, K Zhou, F Yang, L Li, R Chen, X Hu
International Conference on Learning Representations, 2021
642021
Motor speed signature analysis for local bearing fault detection with noise cancellation based on improved drive algorithm
M Yang, N Chai, Z Liu, B Ren, D Xu
IEEE Transactions on Industrial Electronics 67 (5), 4172-4182, 2019
502019
Fmp: Toward fair graph message passing against topology bias
Z Jiang, X Han, C Fan, Z Liu, N Zou, A Mostafavi, X Hu
arXiv preprint arXiv:2202.04187, 2022
472022
Efficient xai techniques: A taxonomic survey
YN Chuang, G Wang, F Yang, Z Liu, X Cai, M Du, X Hu
arXiv preprint arXiv:2302.03225, 2023
41*2023
An information fusion approach to learning with instance-dependent label noise
Z Jiang, K Zhou, Z Liu, L Li, R Chen, SH Choi, X Hu
International Conference on Learning Representations, 2021
412021
Soft Prompt Recovers Compressed LLMs, Transferably
Z Xu, Z Liu, B Chen, S Zhong, Y Tang, W Jue, K Zhou, X Hu, ...
Forty-first International Conference on Machine Learning, 2024
36*2024
Current sensorless predictive control based on extended Kalman filter for PMSM drives
Y Li, M Yang, J Long, Z Liu, D Xu
2017 IEEE Transportation Electrification Conference and Expo, Asia-Pacific …, 2017
362017
Dreamshard: Generalizable embedding table placement for recommender systems
D Zha, L Feng, Q Tan, Z Liu, KH Lai, B Bhushanam, Y Tian, A Kejariwal, ...
Advances in Neural Information Processing Systems 35, 15190-15203, 2022
352022
Language Ranker: A Metric for Quantifying LLM Performance Across High and Low-Resource Languages
Z Li, Y Shi, Z Liu, F Yang, A Payani, N Liu, M Du
arXiv preprint arXiv:2404.11553, 2024
26*2024
Rsc: accelerate graph neural networks training via randomized sparse computations
Z Liu, C Shengyuan, K Zhou, D Zha, X Huang, X Hu
International Conference on Machine Learning, 21951-21968, 2023
252023
DivAug: Plug-in Automated Data Augmentation with Explicit Diversity Maximization
Z Liu, H Jin, TH Wang, K Zhou, X Hu
International Conference on Computer Vision, 2021
242021
Autorec: An automated recommender system
TH Wang, X Hu, H Jin, Q Song, X Han, Z Liu
Proceedings of the 14th ACM Conference on Recommender Systems, 582-584, 2020
242020
Table2Graph: Transforming Tabular Data to Unified Weighted Graph.
K Zhou, Z Liu, R Chen, L Li, SH Choi, X Hu
IJCAI, 2420-2426, 2022
222022
Setting the trap: Capturing and defeating backdoors in pretrained language models through honeypots
RR Tang, J Yuan, Y Li, Z Liu, R Chen, X Hu
Advances in Neural Information Processing Systems 36, 73191-73210, 2023
21*2023
Adaptive label smoothing to regularize large-scale graph training
K Zhou, SH Choi, Z Liu, N Liu, F Yang, R Chen, L Li, X Hu
Proceedings of the 2023 SIAM International Conference on Data Mining (SDM …, 2023
212023
Retiring DP: New Distribution-Level Metrics for Demographic Parity
X Han, Z Jiang, H Jin, Z Liu, N Zou, Q Wang, X Hu
arXiv preprint arXiv:2301.13443, 2023
192023
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