Zirui Liu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 86

Top Topics

Parameter Identification

Computerized Adaptive Testing

Top Venues

IEEE Trans. Ind. Electron.

Publications

Zirui Liu, Qingquan Song, Li Li, Soo-Hyun Choi, Rui Chen, Xia Hu
PME: pruning-based multi-size embedding for recommender systems. Frontiers Big Data 6 (2024)
Zirui Liu, Qingquan Song, Qiang Charles Xiao, Sathiya Keerthi Selvaraj, Rahul Mazumder, Aman Gupta, Xia Hu
FFSplit: Split Feed-Forward Network For Optimizing Accuracy-Efficiency Trade-off in Language Model Inference. CoRR (2024)
Hailin Zhang, Zirui Liu, Boxuan Chen, Yikai Zhao, Tong Zhao, Tong Yang, Bin Cui
CAFE: Towards Compact, Adaptive, and Fast Embedding for Large-scale Recommendation Models. Proc. ACM Manag. Data 2 (1) (2024)
Zhimeng Jiang, Xiaotian Han, Chao Fan, Zirui Liu, Na Zou, Ali Mostafavi, Xia Hu
Chasing Fairness in Graphs: A GNN Architecture Perspective. AAAI (2024)
Yu-Neng Chuang, Tianwei Xing, Chia-Yuan Chang, Zirui Liu, Xun Chen, Xia Hu
Learning to Compress Prompt in Natural Language Formats. CoRR (2024)
Jiayi Yuan, Hongyi Liu, Shaochen Zhong, Yu-Neng Chuang, Songchen Li, Guanchu Wang, Duy Le, Hongye Jin, Vipin Chaudhary, Zhaozhuo Xu, Zirui Liu, Xia Hu
KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark of Long Context Capable Approaches. CoRR (2024)
Wentao Guo, Jikai Long, Yimeng Zeng, Zirui Liu, Xinyu Yang, Yide Ran, Jacob R. Gardner, Osbert Bastani, Christopher De Sa, Xiaodong Yu, Beidi Chen, Zhaozhuo Xu
Zeroth-Order Fine-Tuning of LLMs with Extreme Sparsity. CoRR (2024)
Oleg Gaidai, Vladimir Yakimov, Yuhao Niu, Zirui Liu
Gaidai reliability method for high-dimensional spatio-temporal biosystems. Biosyst. 235 (2024)
Qi Liu, Yan Zhuang, Haoyang Bi, Zhenya Huang, Weizhe Huang, Jiatong Li, Junhao Yu, Zirui Liu, Zirui Hu, Yuting Hong, Zachary A. Pardos, Haiping Ma, Mengxiao Zhu, Shijin Wang, Enhong Chen
Survey of Computerized Adaptive Testing: A Machine Learning Perspective. CoRR (2024)
Hongyi Liu, Zirui Liu, Ruixiang Tang, Jiayi Yuan, Shaochen Zhong, Yu-Neng Chuang, Li Li, Rui Chen, Xia Hu
LoRA-as-an-Attack! Piercing LLM Safety Under The Share-and-Play Scenario. CoRR (2024)
Zirui Liu, Jiayi Yuan, Hongye Jin, Shaochen Zhong, Zhaozhuo Xu, Vladimir Braverman, Beidi Chen, Xia Hu
KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache. CoRR (2024)
Zihao Li, Yucheng Shi, Zirui Liu, Fan Yang, Ninghao Liu, Mengnan Du
Quantifying Multilingual Performance of Large Language Models Across Languages. CoRR (2024)
Zirui Liu, Wubin Kong, Xinggang Fan, Ronghai Qu
Online Multi-Parameter Observation of IPM Machine With Reconstructed Nonlinear Small-Signal Model Based on Dual EKF. IEEE Trans. Ind. Electron. 71 (2) (2024)
Zirui Liu, Fenghao Dong, Chengwu Liu, Xiangwei Deng, Tong Yang, Yikai Zhao, Jizhou Li, Bin Cui, Gong Zhang
WavingSketch: an unbiased and generic sketch for finding top-k items in data streams. VLDB J. 33 (5) (2024)
Hongye Jin, Xiaotian Han, Jingfeng Yang, Zhimeng Jiang, Zirui Liu, Chia-Yuan Chang, Huiyuan Chen, Xia Hu
LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning. CoRR (2024)
Yu-Neng Chuang, Tianwei Xing, Chia-Yuan Chang, Zirui Liu, Xun Chen, Xia Ben Hu
Learning to Compress Prompt in Natural Language Formats. NAACL-HLT (2024)
Jinhu Qi, Shuai Yan, Wentao Zhang, Yibo Zhang, Zirui Liu, Ke Wang
Research on Tibetan Tourism Viewpoints information generation system based on LLM. CoRR (2024)
Zirui Liu, Yikai Zhao, Zhuochen Fan, Tong Yang, Xiaodong Li, Ruwen Zhang, Kaicheng Yang, Zihan Jiang, Zheng Zhong, Yi Huang, Cong Liu, Jing Hu, Gaogang Xie, Bin Cui
BurstBalancer: Do Less, Better Balance for Large-Scale Data Center Traffic. IEEE Trans. Parallel Distributed Syst. 35 (6) (2024)
Oleg Gaidai, Yu Cao, Alia Ashraf, Jinlu Sheng, Yan Zhu, Zirui Liu
FPSO/LNG hawser system lifetime assessment by Gaidai multivariate risk assessment method. Energy Inform. 7 (1) (2024)
Fenghao Dong, Yang He, Yutong Liang, Zirui Liu, Yuhan Wu, Peiqing Chen, Tong Yang
SimiSketch: Efficiently Estimating Similarity of streaming Multisets. CoRR (2024)
Zhuochen Fan, Yalun Cai, Zirui Liu, Jiarui Guo, Xin Fan, Tong Yang, Bin Cui
CuckooGraph: A Scalable and Space-Time Efficient Data Structure for Large-Scale Dynamic Graphs. CoRR (2024)
Hailin Zhang, Penghao Zhao, Xupeng Miao, Yingxia Shao, Zirui Liu, Tong Yang, Bin Cui
Experimental Analysis of Large-scale Learnable Vector Storage Compression. Proc. VLDB Endow. 17 (4) (2023)
Junpeng Ma, Feiyan Liu, Chenggang Xiao, Kairan Wang, Zirui Liu
An evaluation method for wake effect of wind farm group based on CFD-WRF coupled wind resource map. J. Intell. Fuzzy Syst. 45 (6) (2023)
Ruixiang (Ryan) Tang, Jiayi Yuan, Yiming Li, Zirui Liu, Rui Chen, Xia Hu
Setting the Trap: Capturing and Defeating Backdoors in Pretrained Language Models through Honeypots. NeurIPS (2023)
Yu-Neng Chuang, Guanchu Wang, Fan Yang, Zirui Liu, Xuanting Cai, Mengnan Du, Xia Hu
Efficient XAI Techniques: A Taxonomic Survey. CoRR (2023)
Kaicheng Yang, Yuhan Wu, Ruijie Miao, Tong Yang, Zirui Liu, Zicang Xu, Rui Qiu, Yikai Zhao, Hanglong Lv, Zhigang Ji, Gaogang Xie
ChameleMon: Shifting Measurement Attention as Network State Changes. SIGCOMM (2023)
Haiming Jin, Yifei Wei, Zhaoxing Yang, Zirui Liu, Guiyun Fan
Multi-Intersection Management for Connected Autonomous Vehicles by Reinforcement Learning. ICDCS (2023)
Quan Liu, Xiaojing Shen, Lei Li, Junying Sun, Zirui Liu, Weibin Zhu, Junting Zhong, Yangmei Zhang, Xinyao Hu, Shuo Liu, Huizheng Che, Xiaoye Zhang
Impacts of Aerosol Chemical Composition on Cloud Condensation Nuclei (CCN) Activity during Wintertime in Beijing, China. Remote. Sens. 15 (17) (2023)
Daochen Zha, Louis Feng, Liang Luo, Bhargav Bhushanam, Zirui Liu, Yusuo Hu, Jade Nie, Yuzhen Huang, Yuandong Tian, Arun Kejariwal, Xia Hu
Pre-train and Search: Efficient Embedding Table Sharding with Pre-trained Neural Cost Models. CoRR (2023)
Yao Rong, Guanchu Wang, Qizhang Feng, Ninghao Liu, Zirui Liu, Enkelejda Kasneci, Xia Hu
Efficient GNN Explanation via Learning Removal-based Attribution. CoRR (2023)
Longfei Cao, Xinggang Fan, Dawei Li, Wubin Kong, Ronghai Qu, Zirui Liu
Improved LPTN-Based Online Temperature Prediction of Permanent Magnet Machines by Global Parameter Identification. IEEE Trans. Ind. Electron. 70 (9) (2023)
Zirui Liu, Shengyuan Chen, Kaixiong Zhou, Daochen Zha, Xiao Huang, Xia Hu
RSC: Accelerate Graph Neural Networks Training via Randomized Sparse Computations. ICML (2023)
Guanchu Wang, Yu-Neng Chuang, Fan Yang, Mengnan Du, Chia-Yuan Chang, Shaochen Zhong, Zirui Liu, Zhaozhuo Xu, Kaixiong Zhou, Xuanting Cai, Xia Hu
LETA: Learning Transferable Attribution for Generic Vision Explainer. CoRR (2023)
Shaochen (Henry) Zhong, Zaichuan You, Jiamu Zhang, Sebastian Zhao, Zachary LeClaire, Zirui Liu, Daochen Zha, Vipin Chaudhary, Shuai Xu, Xia Hu
One Less Reason for Filter Pruning: Gaining Free Adversarial Robustness with Structured Grouped Kernel Pruning. NeurIPS (2023)
Kaixiong Zhou, Soo-Hyun Choi, Zirui Liu, Ninghao Liu, Fan Yang, Rui Chen, Li Li, Xia Hu
Adaptive Label Smoothing To Regularize Large-Scale Graph Training. SDM (2023)
Zirui Liu, Chaozhe Kong, Kaicheng Yang, Tong Yang, Ruijie Miao, Qizhi Chen, Yikai Zhao, Yaofeng Tu, Bin Cui
HyperCalm Sketch: One-Pass Mining Periodic Batches in Data Streams. ICDE (2023)
Zhaozhuo Xu, Zirui Liu, Beidi Chen, Yuxin Tang, Jue Wang, Kaixiong Zhou, Xia Hu, Anshumali Shrivastava
Compress, Then Prompt: Improving Accuracy-Efficiency Trade-off of LLM Inference with Transferable Prompt. CoRR (2023)
Guanchu Wang, Zirui Liu, Zhimeng Jiang, Ninghao Liu, Na Zou, Xia Hu
DIVISION: Memory Efficient Training via Dual Activation Precision. ICML (2023)
Zirui Liu, Guanchu Wang, Shaochen (Henry) Zhong, Zhaozhuo Xu, Daochen Zha, Ruixiang (Ryan) Tang, Zhimeng Stephen Jiang, Kaixiong Zhou, Vipin Chaudhary, Shuai Xu, Xia Hu
Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model. NeurIPS (2023)
Kaicheng Yang, Yuhan Wu, Ruijie Miao, Tong Yang, Zirui Liu, Zicang Xu, Rui Qiu, Yikai Zhao, Hanglong Lv, Zhigang Ji, Gaogang Xie
ChameleMon: Shifting Measurement Attention as Network State Changes. CoRR (2023)
Ruixiang Tang, Jiayi Yuan, Yiming Li, Zirui Liu, Rui Chen, Xia Hu
Setting the Trap: Capturing and Defeating Backdoors in Pretrained Language Models through Honeypots. CoRR (2023)
Kaicheng Yang, Sheng Long, Qilong Shi, Yuanpeng Li, Zirui Liu, Yuhan Wu, Tong Yang, Zhengyi Jia
SketchINT: Empowering INT With TowerSketch for Per-Flow Per-Switch Measurement. IEEE Trans. Parallel Distributed Syst. 34 (11) (2023)
Zhimeng Jiang, Xiaotian Han, Chao Fan, Zirui Liu, Na Zou, Ali Mostafavi, Xia Hu
Chasing Fairness in Graphs: A GNN Architecture Perspective. CoRR (2023)
Jiayao Sun, Oleg Gaidai, Yihan Xing, Fang Wang, Zirui Liu
On safe offshore energy exploration in the Gulf of Eilat. Qual. Reliab. Eng. Int. 39 (7) (2023)
Daochen Zha, Louis Feng, Liang Luo, Bhargav Bhushanam, Zirui Liu, Yusuo Hu, Jade Nie, Yuzhen Huang, Yuandong Tian, Arun Kejariwal, Xia Hu
Pre-train and Search: Efficient Embedding Table Sharding with Pre-trained Neural Cost Models. MLSys (2023)
Xiaotian Han, Zhimeng Jiang, Hongye Jin, Zirui Liu, Na Zou, Qifan Wang, Xia Hu
Retiring ΔDP: New Distribution-Level Metrics for Demographic Parity. Trans. Mach. Learn. Res. 2023 (2023)
Zirui Liu, Kaixiong Zhou, Zhimeng Jiang, Li Li, Rui Chen, Soo-Hyun Choi, Xia Hu
DSpar: An Embarrassingly Simple Strategy for Efficient GNN training and inference via Degree-based Sparsification. Trans. Mach. Learn. Res. 2023 (2023)
Hailin Zhang, Zirui Liu, Boxuan Chen, Yikai Zhao, Tong Zhao, Tong Yang, Bin Cui
CAFE: Towards Compact, Adaptive, and Fast Embedding for Large-scale Recommendation Models. CoRR (2023)
Zirui Liu, Yixin Zhang, Yifan Zhu, Ruwen Zhang, Tong Yang, Kun Xie, Sha Wang, Tao Li, Bin Cui
TreeSensing: Linearly Compressing Sketches with Flexibility. Proc. ACM Manag. Data 1 (1) (2023)
Zirui Liu, Guanchu Wang, Shaochen Zhong, Zhaozhuo Xu, Daochen Zha, Ruixiang Tang, Zhimeng Jiang, Kaixiong Zhou, Vipin Chaudhary, Shuai Xu, Xia Hu
Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model. CoRR (2023)
Xiaotian Han, Zhimeng Jiang, Hongye Jin, Zirui Liu, Na Zou, Qifan Wang, Xia Hu
Retiring $Δ$DP: New Distribution-Level Metrics for Demographic Parity. CoRR (2023)
Hailin Zhang, Penghao Zhao, Xupeng Miao, Yingxia Shao, Zirui Liu, Tong Yang, Bin Cui
Experimental Analysis of Large-scale Learnable Vector Storage Compression. CoRR (2023)
Zirui Liu, Zhimeng Jiang, Shaochen Zhong, Kaixiong Zhou, Li Li, Rui Chen, Soo-Hyun Choi, Xia Hu
Editable Graph Neural Network for Node Classifications. CoRR (2023)
Yikai Zhao, Wenrui Liu, Fenghao Dong, Tong Yang, Yuanpeng Li, Kaicheng Yang, Zirui Liu, Zhengyi Jia, Yongqiang Yang
P4LRU: Towards An LRU Cache Entirely in Programmable Data Plane. SIGCOMM (2023)
Wulin Zhang, Zirui Liu, Zeyu Liang, Khaled Oslub, Hamed Safarpour
A comprehensive computer simulation of the size-dependent sector or complete microsystem via two-dimensional generalized differential quadrature method. Eng. Comput. 38 (5) (2022)
Zhimeng Jiang, Kaixiong Zhou, Zirui Liu, Li Li, Rui Chen, Soo-Hyun Choi, Xia Hu
An Information Fusion Approach to Learning with Instance-Dependent Label Noise. ICLR (2022)
Zirui Liu, Yi Xu, Feng-fan Hsieh
Coarticulation as synchronised CV co-onset - Parallel evidence from articulation and acoustics. J. Phonetics 90 (2022)
Kaixiong Zhou, Zirui Liu, Rui Chen, Li Li, Soo-Hyun Choi, Xia Hu
Table2Graph: Transforming Tabular Data to Unified Weighted Graph. IJCAI (2022)
Keyu Duan, Zirui Liu, Peihao Wang, Wenqing Zheng, Kaixiong Zhou, Tianlong Chen, Xia Hu, Zhangyang Wang
A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking. CoRR (2022)
Zirui Liu, Yi Xu, Feng-fan Hsieh
Corrigendum to "Coarticulation as synchronised CV co-onset - Parallel evidence from articulation and acoustics" [J. Phonet. 90 (2022) 101116]. J. Phonetics 95 (2022)
Zhimeng Jiang, Xiaotian Han, Chao Fan, Zirui Liu, Na Zou, Ali Mostafavi, Xia Hu
FMP: Toward Fair Graph Message Passing against Topology Bias. CoRR (2022)
Zirui Liu, Shengyuan Chen, Kaixiong Zhou, Daochen Zha, Xiao Huang, Xia Hu
RSC: Accelerating Graph Neural Networks Training via Randomized Sparse Computations. CoRR (2022)
Guanchu Wang, Zirui Liu, Zhimeng Jiang, Ninghao Liu, Na Zou, Xia Hu
Towards Memory Efficient Training via Dual Activation Precision. CoRR (2022)
Keyu Duan, Zirui Liu, Peihao Wang, Wenqing Zheng, Kaixiong Zhou, Tianlong Chen, Xia Hu, Zhangyang Wang
A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking. NeurIPS (2022)
Daochen Zha, Louis Feng, Qiaoyu Tan, Zirui Liu, Kwei-Herng Lai, Bhargav Bhushanam, Yuandong Tian, Arun Kejariwal, Xia Hu
DreamShard: Generalizable Embedding Table Placement for Recommender Systems. CoRR (2022)
Zirui Liu, Kaixiong Zhou, Fan Yang, Li Li, Rui Chen, Xia Hu
EXACT: Scalable Graph Neural Networks Training via Extreme Activation Compression. ICLR (2022)
Daochen Zha, Louis Feng, Qiaoyu Tan, Zirui Liu, Kwei-Herng Lai, Bhargav Bhushanam, Yuandong Tian, Arun Kejariwal, Xia Hu
DreamShard: Generalizable Embedding Table Placement for Recommender Systems. NeurIPS (2022)
Zirui Liu, Yikai Zhao, Zhuochen Fan, Tong Yang, Xiaodong Li, Ruwen Zhang, Kaicheng Yang, Zheng Zhong, Yi Huang, Cong Liu, Jing Hu, Gaogang Xie, Bin Cui
BurstBalancer: Do Less, Better Balance for Large-scale Data Center Traffic. ICNP (2022)
Kaicheng Yang, Yuanpeng Li, Zirui Liu, Tong Yang, Yu Zhou, Jintao He, Jing'an Xue, Tong Zhao, Zhengyi Jia, Yongqiang Yang
SketchINT: Empowering INT with TowerSketch for Per-flow Per-switch Measurement. ICNP (2021)
Zirui Liu, Yi Xu
Segmental Alignment of English Syllables with Singleton and Cluster Onsets. Interspeech (2021)
Ruixiang Tang, Mengnan Du, Yuening Li, Zirui Liu, Na Zou, Xia Hu
Mitigating Gender Bias in Captioning Systems. WWW (2021)
Hao Zhong, Bingpu Wang, Dawei Wang, Zirui Liu, Cong Xing, Yu Wu, Qiang Gao, Shibo Zhu, Haodong Qu, Zeyu Jia, Zhigang Qu, Guangzhi Ning, Shiqing Feng
The application of machine learning algorithms in predicting the length of stay following femoral neck fracture. Int. J. Medical Informatics 155 (2021)
Zirui Liu, Haifeng Jin, Ting-Hsiang Wang, Kaixiong Zhou, Xia Hu
DivAug: Plug-in Automated Data Augmentation with Explicit Diversity Maximization. CoRR (2021)
Yuhan Wu, Zirui Liu, Xiang Yu, Jie Gui, Haochen Gan, Yuhao Han, Tao Li, Ori Rottenstreich, Tong Yang
MapEmbed: Perfect Hashing with High Load Factor and Fast Update. KDD (2021)
Zirui Liu, Haifeng Jin, Ting-Hsiang Wang, Kaixiong Zhou, Xia Hu
DivAug: Plug-in Automated Data Augmentation with Explicit Diversity Maximization. ICCV (2021)
Yikai Zhao, Kaicheng Yang, Zirui Liu, Tong Yang, Li Chen, Shiyi Liu, Naiqian Zheng, Ruixin Wang, Hanbo Wu, Yi Wang, Nicholas Zhang
LightGuardian: A Full-Visibility, Lightweight, In-band Telemetry System Using Sketchlets. NSDI (2021)
Kaixiong Zhou, Ninghao Liu, Fan Yang, Zirui Liu, Rui Chen, Li Li, Soo-Hyun Choi, Xia Hu
Adaptive Label Smoothing To Regularize Large-Scale Graph Training. CoRR (2021)
Zirui Liu, Qingquan Song, Kaixiong Zhou, Ting-Hsiang Wang, Ying Shan, Xia Hu
Detecting Interactions from Neural Networks via Topological Analysis. NeurIPS (2020)
Zirui Liu, Yi Xu, Feng-fan Hsieh
Coarticulation as Synchronised Sequential Target Approximation: An EMA Study. INTERSPEECH (2020)
Zirui Liu, Qingquan Song, Kaixiong Zhou, Ting-Hsiang Wang, Ying Shan, Xia Hu
Towards Interaction Detection Using Topological Analysis on Neural Networks. CoRR (2020)
Ruixiang Tang, Mengnan Du, Yuening Li, Zirui Liu, Xia Hu
Mitigating Gender Bias in Captioning Systems. CoRR (2020)
Ming Yang, Na Chai, Zirui Liu, Boyang Ren, Dianguo Xu
Motor Speed Signature Analysis for Local Bearing Fault Detection With Noise Cancellation Based on Improved Drive Algorithm. IEEE Trans. Ind. Electron. 67 (5) (2020)
Ting-Hsiang Wang, Xia Hu, Haifeng Jin, Qingquan Song, Xiaotian Han, Zirui Liu
AutoRec: An Automated Recommender System. RecSys (2020)
Zirui Liu, Xinyi Zhang, Yanhua Han, Bo Niu, Dingrui Zhang, Tingyan Pu, Qinghua Liang
Human body surface electric-field intensity analysis and safety design on live working platform during live maintenance in 330 kV substation. J. Comput. Methods Sci. Eng. 20 (2) (2020)
Ting-Hsiang Wang, Qingquan Song, Xiaotian Han, Zirui Liu, Haifeng Jin, Xia Hu
AutoRec: An Automated Recommender System. CoRR (2020)
Zirui Liu, Ming Yang, Dianguo Xu
A novel algorithm for on-line inertia identification via adaptive recursive least squares. IECON (2017)
Jing Chen, Huifang Zhang, Zirui Liu, Mingliang Che, Baozhang Chen
Evaluating Parameter Adjustment in the MODIS Gross Primary Production Algorithm Based on Eddy Covariance Tower Measurements. Remote. Sens. 6 (4) (2014)
Keting Yin, Shan Wang, Zirui Liu, Qi Yu, Bo Zhou
Research and development on data quality assessment management system. ICSAI (2014)