Saved in:
| Main Authors: | Zhang, Hengyuan, Chen, Xinrong, Su, Zunhai, Liang, Xiao, Xiong, Jing, Xu, Wendong, Xiao, He, Tao, Chaofan, Zhang, Wei, Xie, Ruobing, Jiang, Lei, So, Hayden Kwok-Hay, Wong, Ngai |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2603.17354 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation
by: Zhang, Hengyuan, et al.
Published: (2025)
by: Zhang, Hengyuan, et al.
Published: (2025)
Exploring Layer-wise Information Effectiveness for Post-Training Quantization in Small Language Models
by: Xiao, He, et al.
Published: (2025)
by: Xiao, He, et al.
Published: (2025)
GuiLoMo: Allocating Expert Number and Rank for LoRA-MoE via Bilevel Optimization with GuidedSelection Vectors
by: Zhang, Hengyuan, et al.
Published: (2025)
by: Zhang, Hengyuan, et al.
Published: (2025)
DyBit: Dynamic Bit-Precision Numbers for Efficient Quantized Neural Network Inference
by: Zhou, Jiajun, et al.
Published: (2023)
by: Zhou, Jiajun, et al.
Published: (2023)
Residual Decoding: Mitigating Hallucinations in Large Vision-Language Models via History-Aware Residual Guidance
by: Chen, Xinrong, et al.
Published: (2026)
by: Chen, Xinrong, et al.
Published: (2026)
CktFormalizer: Autoformalization of Natural Language into Circuit Representations
by: Xiong, Jing, et al.
Published: (2026)
by: Xiong, Jing, et al.
Published: (2026)
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review
by: Chang, Yuan, et al.
Published: (2025)
by: Chang, Yuan, et al.
Published: (2025)
TATAA: Programmable Mixed-Precision Transformer Acceleration with a Transformable Arithmetic Architecture
by: Wu, Jiajun, et al.
Published: (2024)
by: Wu, Jiajun, et al.
Published: (2024)
A Composable Dynamic Sparse Dataflow Architecture for Efficient Event-based Vision Processing on FPGA
by: Gao, Yizhao, et al.
Published: (2024)
by: Gao, Yizhao, et al.
Published: (2024)
Co-designing a Sub-millisecond Latency Event-based Eye Tracking System with Submanifold Sparse CNN
by: Zhang, Baoheng, et al.
Published: (2024)
by: Zhang, Baoheng, et al.
Published: (2024)
Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models
by: Zhang, Hengyuan, et al.
Published: (2026)
by: Zhang, Hengyuan, et al.
Published: (2026)
Mix-QViT: Mixed-Precision Vision Transformer Quantization Driven by Layer Importance and Quantization Sensitivity
by: Ranjan, Navin, et al.
Published: (2025)
by: Ranjan, Navin, et al.
Published: (2025)
AnchorTP: Resilient LLM Inference with State-Preserving Elastic Tensor Parallelism
by: Xu, Wendong, et al.
Published: (2025)
by: Xu, Wendong, et al.
Published: (2025)
Layer-wise Quantization for Quantized Optimistic Dual Averaging
by: Nguyen, Anh Duc, et al.
Published: (2025)
by: Nguyen, Anh Duc, et al.
Published: (2025)
APTQ: Attention-aware Post-Training Mixed-Precision Quantization for Large Language Models
by: Guan, Ziyi, et al.
Published: (2024)
by: Guan, Ziyi, et al.
Published: (2024)
LampQ: Towards Accurate Layer-wise Mixed Precision Quantization for Vision Transformers
by: Kim, Minjun, et al.
Published: (2025)
by: Kim, Minjun, et al.
Published: (2025)
SpikeMOT: Event-based Multi-Object Tracking with Sparse Motion Features
by: Wang, Song, et al.
Published: (2023)
by: Wang, Song, et al.
Published: (2023)
DoPE: Denoising Rotary Position Embedding
by: Xiong, Jing, et al.
Published: (2025)
by: Xiong, Jing, et al.
Published: (2025)
PTQTP: Post-Training Quantization to Trit-Planes for Large Language Models
by: Xiao, He, et al.
Published: (2025)
by: Xiao, He, et al.
Published: (2025)
LRP-QViT: Mixed-Precision Vision Transformer Quantization via Layer-wise Relevance Propagation
by: Ranjan, Navin, et al.
Published: (2024)
by: Ranjan, Navin, et al.
Published: (2024)
KVSink: Understanding and Enhancing the Preservation of Attention Sinks in KV Cache Quantization for LLMs
by: Su, Zunhai, et al.
Published: (2025)
by: Su, Zunhai, et al.
Published: (2025)
Attention Sink in Transformers: A Survey on Utilization, Interpretation, and Mitigation
by: Su, Zunhai, et al.
Published: (2026)
by: Su, Zunhai, et al.
Published: (2026)
Fully Integrated Memristive Spiking Neural Network with Analog Neurons for High-Speed Event-Based Data Processing
by: Wang, Zhu, et al.
Published: (2025)
by: Wang, Zhu, et al.
Published: (2025)
RotateKV: Accurate and Robust 2-Bit KV Cache Quantization for LLMs via Outlier-Aware Adaptive Rotations
by: Su, Zunhai, et al.
Published: (2025)
by: Su, Zunhai, et al.
Published: (2025)
BATQuant: Outlier-resilient MXFP4 Quantization via Learnable Block-wise Optimization
by: Li, Ji-Fu, et al.
Published: (2026)
by: Li, Ji-Fu, et al.
Published: (2026)
XStreamVGGT: Extremely Memory-Efficient Streaming Vision Geometry Grounded Transformer with KV Cache Compression
by: Su, Zunhai, et al.
Published: (2026)
by: Su, Zunhai, et al.
Published: (2026)
XStreamVGGT: Extremely Memory-Efficient Streaming Vision Geometry Grounded Transformer with KV Cache Compression
by: Su, Zunhai, et al.
Published: (2026)
by: Su, Zunhai, et al.
Published: (2026)
MUXQ: Mixed-to-Uniform Precision MatriX Quantization via Low-Rank Outlier Decomposition
by: Lee, Seoungsub, et al.
Published: (2026)
by: Lee, Seoungsub, et al.
Published: (2026)
Lifecycle Cost-Effectiveness Modeling for Redundancy-Enhanced Multi-Chiplet Architectures
by: Liu, Zizhen, et al.
Published: (2026)
by: Liu, Zizhen, et al.
Published: (2026)
Joint Pruning and Channel-wise Mixed-Precision Quantization for Efficient Deep Neural Networks
by: Motetti, Beatrice Alessandra, et al.
Published: (2024)
by: Motetti, Beatrice Alessandra, et al.
Published: (2024)
Mixed-Precision Graph Neural Quantization for Low Bit Large Language Models
by: Liu, Wanlong, et al.
Published: (2025)
by: Liu, Wanlong, et al.
Published: (2025)
BPDQ: Bit-Plane Decomposition Quantization on a Variable Grid for Large Language Models
by: Chen, Junyu, et al.
Published: (2026)
by: Chen, Junyu, et al.
Published: (2026)
Fighter: Unveiling the Graph Convolutional Nature of Transformers in Time Series Modeling
by: Zhang, Chen, et al.
Published: (2025)
by: Zhang, Chen, et al.
Published: (2025)
MMFormalizer: Multimodal Autoformalization in the Wild
by: Xiong, Jing, et al.
Published: (2026)
by: Xiong, Jing, et al.
Published: (2026)
Beyond Outliers: A Study of Optimizers Under Quantization
by: Vlassis, Georgios, et al.
Published: (2025)
by: Vlassis, Georgios, et al.
Published: (2025)
KVTuner: Sensitivity-Aware Layer-Wise Mixed-Precision KV Cache Quantization for Efficient and Nearly Lossless LLM Inference
by: Li, Xing, et al.
Published: (2025)
by: Li, Xing, et al.
Published: (2025)
OMPQ: Orthogonal Mixed Precision Quantization
by: Ma, Yuexiao, et al.
Published: (2021)
by: Ma, Yuexiao, et al.
Published: (2021)
Unveiling Super Experts in Mixture-of-Experts Large Language Models
by: Su, Zunhai, et al.
Published: (2025)
by: Su, Zunhai, et al.
Published: (2025)
Sensitivity-Aware Mixed-Precision Quantization for ReRAM-based Computing-in-Memory
by: Chen, Guan-Cheng, et al.
Published: (2025)
by: Chen, Guan-Cheng, et al.
Published: (2025)
Learning to See through Illumination Extremes with Event Streaming in Multimodal Large Language Models
by: Zhang, Baoheng, et al.
Published: (2026)
by: Zhang, Baoheng, et al.
Published: (2026)
Similar Items
-
Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation
by: Zhang, Hengyuan, et al.
Published: (2025) -
Exploring Layer-wise Information Effectiveness for Post-Training Quantization in Small Language Models
by: Xiao, He, et al.
Published: (2025) -
GuiLoMo: Allocating Expert Number and Rank for LoRA-MoE via Bilevel Optimization with GuidedSelection Vectors
by: Zhang, Hengyuan, et al.
Published: (2025) -
DyBit: Dynamic Bit-Precision Numbers for Efficient Quantized Neural Network Inference
by: Zhou, Jiajun, et al.
Published: (2023) -
Residual Decoding: Mitigating Hallucinations in Large Vision-Language Models via History-Aware Residual Guidance
by: Chen, Xinrong, et al.
Published: (2026)