You-Liang Huang

6 papers at tracked venues · 6 at CORE A* · active 2024–2025

Venues

Lujun Li

×2

Wei Li

×2

Wei Xue

×2

Yike Guo

×2

Zeyi Wen

×2

Peilin Zhou

×2

Yueqi Xie

×2

Jae Boum Kim

×2

Shoujin Wang

×2

Sunghun Kim

×2

Cheng Lin

×1

Dezhi Li

×1

Efficient Fine-Tuning of Large Models Via Nested Low-Rank Adaptation
ICCV 2025 ·
Lujun Li
,
Cheng Lin
,
Dezhi Li
, You-Liang Huang,
Wei Li
,
Tianyu Wu
,
Jie Zou
,
Wei Xue
,
Sirui Han
,
Yike Guo
MoE-SVD: Structured Mixture-of-Experts LLMs Compression via Singular Value Decomposition
ICML 2025 ·
Wei Li
,
Lujun Li
,
Hao Gu
, You-Liang Huang,
Mark G. Lee
,
Shengjie Sun
,
Wei Xue
,
Yike Guo
SoLA: Leveraging Soft Activation Sparsity and Low-Rank Decomposition for Large Language Model Compression
AAAI 2025 ·
Xinhao Huang
, You-Liang Huang,
Zeyi Wen
Towards Efficient Low-Order Hybrid Optimizer for Language Model Fine-Tuning
AAAI 2025 ·
Minping Chen
, You-Liang Huang,
Zeyi Wen
When Large Vision Language Models Meet Multimodal Sequential Recommendation: An Empirical Study
WWW 2025 ·
Peilin Zhou
,
Chao Liu
,
Jing Ren
,
Xinfeng Zhou
,
Yueqi Xie
,
Meng Cao
,
Zhongtao Rao
, You-Liang Huang,
Dading Chong
,
Junling Liu
,
Jae Boum Kim
,
Shoujin Wang
,
Raymond Chi-Wing Wong
,
Sunghun Kim
Is Contrastive Learning Necessary? A Study of Data Augmentation vs Contrastive Learning in Sequential Recommendation
WWW 2024 ·
Peilin Zhou
, You-Liang Huang,
Yueqi Xie
,
Jingqi Gao
,
Shoujin Wang
,
Jae Boum Kim
,
Sunghun Kim