Accelerating LLM Inference via Dynamic KV Cache Placement in Heterogeneous Memory System
- Yunhua Fang
- Rui Xie
- et al.
- 2025
- IEEE Computer Architecture Letters
Publications
16 results for Meng Wang
TRAINING NONLINEAR TRANSFORMERS FOR CHAIN-OF-THOUGHT INFERENCE: A THEORETICAL GENERALIZATION ANALYSIS
- Hongkang Li
- Songtao Lu
- et al.
- 2025
- ICLR 2025
WHEN IS TASK VECTOR Provably EFFECTIVE FOR MODEL EDITING? A GENERALIZATION ANALYSIS OF NONLINEAR TRANSFORMERS
- Hongkang Li
- Yihua Zhang
- et al.
- 2025
- ICLR 2025
Learning on Transformers is Provable Low-Rank and Sparse: A One-layer Analysis
- Hongkang Li
- Meng Wang
- et al.
- 2024
- SAM 2024
How Does Promoting the Minority Fraction Affect Generalization? A Theoretical Study of One-Hidden-Layer Neural Network on Group Imbalance
- Hongkang Li
- Shuai Zhang
- et al.
- 2024
- Ieee Journal Of Selected Topics In Signal Processing
Patch-level Routing in Mixture-of-Experts is Provably Sample-efficient for Convolutional Neural Networks
- Mohammed Nowaz Rabbani Chowdhury
- Shuai Zhang
- et al.
- 2023
- ICML 2023
Generalization Guarantee of Training Graph Convolutional Networks with Graph Topology Sampling
- Hongkang Li
- Meng Wang
- et al.
- 2022
- ICML 2022
Improved Linear Convergence of Training CNNs with Generalizability Guarantees: A One-Hidden-Layer Case
- Shuai Zhang
- Meng Wang
- et al.
- 2021
- IEEE TNNLS
On Fast Adversarial Robustness Adaptation in Model-Agnostic Meta-Learning
- Ren Wang
- Kaidi Xu
- et al.
- 2021
- ICLR 2021
Quantized Higher-Order Tensor Recovery by Exploring Low-Dimensional Structures
- Ren Wang
- Meng Wang
- et al.
- 2020
- ACSSC 2020