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Zirui Liu
Zirui Liu
16
papers
558
total citations
papers (16)
KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache
ICML 2024
arXiv
368
citations
A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking
NEURIPS 2022
arXiv
78
citations
DreamShard: Generalizable Embedding Table Placement for Recommender Systems
NEURIPS 2022
arXiv
35
citations
DivAug: Plug-In Automated Data Augmentation With Explicit Diversity Maximization
ICCV 2021
arXiv
23
citations
Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model
NEURIPS 2023
arXiv
21
citations
Setting the Trap: Capturing and Defeating Backdoors in Pretrained Language Models through Honeypots
NEURIPS 2023
arXiv
21
citations
Zeroth-Order Fine-Tuning of LLMs with Transferable Static Sparsity
ICLR 2025
5
citations
Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning
NEURIPS 2025
arXiv
3
citations
TVE: Learning Meta-attribution for Transferable Vision Explainer
ICML 2024
arXiv
2
citations
Flexible Group Count Enables Hassle-Free Structured Pruning
CVPR 2025
2
citations
LLM Maybe LongLM: SelfExtend LLM Context Window Without Tuning
ICML 2024
0
citations
Knowledge Graphs Can be Learned with Just Intersection Features
ICML 2024
0
citations
GNNs Also Deserve Editing, and They Need It More Than Once
ICML 2024
0
citations
Detecting Interactions from Neural Networks via Topological Analysis
NEURIPS 2020
0
citations
Soft Prompt Recovers Compressed LLMs, Transferably
ICML 2024
0
citations
One Less Reason for Filter Pruning: Gaining Free Adversarial Robustness with Structured Grouped Kernel Pruning
NEURIPS 2023
0
citations