Shangqian Gao

19 papers at tracked venues · 15 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

CVPR ×5 NeurIPS ×5 AAAI ×2 EMNLP ×2 ICLR ×2 NAACL ×2 ACL ×1

Frequent coauthors

Heng Huang

×8

Yanfu Zhang

×5

Runxue Bao

×4

Yilin Shen

×4

Hongxia Jin

×4

Yen-Chang Hsu

×4

Ting Hua

×3

Reza Shirkavand

×3

Chi-Heng Lin

×3

Alireza Ganjdanesh

×3

Cao Xiao

×2

Zhepeng Wang

×2

Papers

HyperEdit: Unlocking Instruction-based Text Editing in LLMs via Hypernetworks
ACL 2026 ·
Yiming Zeng
,
Jinghan Cao
,
Zexin Li
,
Wanhao Yu
,
Zhankai Ye
,
Dawei Xiang
,
Ting Hua
,
Xin Liu
, Shangqian Gao,
Tingting Yu
Query-Efficient Domain Knowledge Stealing Against Large Language Models
AAAI 2026 ·
Zhengao Li
,
Xiaopeng Yuan
,
Bolin Shen
,
Kien Le
,
Haohan Wang
,
Xugui Zhou
, Shangqian Gao,
Yushun Dong
ALTER: All-in-One Layer Pruning and Temporal Expert Routing for Efficient Diffusion Generation
NeurIPS 2025 ·
Xiaomeng Yang
,
Lei Lu
,
Qihui Fan
,
Changdi Yang
,
Juyi Lin
,
Yanzhi Wang
,
Xuan Zhang
, Shangqian Gao
Any Large Language Model Can Be a Reliable Judge: Debiasing with a Reasoning-based Bias Detector
NeurIPS 2025 ·
Haoyan Yang
,
Runxue Bao
,
Cao (Danica) Xiao
,
Jun Ma
,
Parminder Bhatia
, Shangqian Gao,
Taha A. Kass-Hout
Controllable Memorization in LLMs via Weight Pruning
EMNLP 2025 ·
Chenjie Ni
,
Zhepeng Wang
,
Runxue Bao
, Shangqian Gao,
Yanfu Zhang
Cost-Aware Contrastive Routing for LLMs
NeurIPS 2025 ·
Reza Shirkavand
, Shangqian Gao,
Peiran Yu
,
Heng Huang
DictPFL: Efficient and Private Federated Learning on Encrypted Gradients
NeurIPS 2025 ·
Jiaqi Xue
,
Mayank Kumar
,
Yuzhang Shang
, Shangqian Gao,
Rui Ning
,
Mengxin Zheng
,
Xiaoqian Jiang
,
Qian Lou
Efficient Fine-Tuning and Concept Suppression for Pruned Diffusion Models
CVPR 2025 ·
Reza Shirkavand
,
Peiran Yu
, Shangqian Gao,
Gowthami Somepalli
,
Tom Goldstein
,
Heng Huang
FlexiGPT: Pruning and Extending Large Language Models with Low-Rank Weight Sharing
NAACL 2025 ·
James Seale Smith
,
Chi-Heng Lin
,
Shikhar Tuli
,
Haris Jeelani
, Shangqian Gao,
Yilin Shen
,
Hongxia Jin
,
Yen-Chang Hsu
MoDeGPT: Modular Decomposition for Large Language Model Compression
ICLR 2025 ·
Chi-Heng Lin
, Shangqian Gao,
James Seale Smith
,
Abhishek Patel
,
Shikhar Tuli
,
Yilin Shen
,
Hongxia Jin
,
Yen-Chang Hsu
Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models
ICLR 2025 ·
Alireza Ganjdanesh
,
Reza Shirkavand
, Shangqian Gao,
Heng Huang
Adaptive Rank Selections for Low-Rank Approximation of Language Models
NAACL 2024 · Shangqian Gao,
Ting Hua
,
Yen-Chang Hsu
,
Yilin Shen
,
Hongxia Jin
Auto- Train-Once: Controller Network Guided Automatic Network Pruning from Scratch
CVPR 2024 ·
Xidong Wu
, Shangqian Gao,
Zeyu Zhang
,
Zhenzhen Li
,
Runxue Bao
,
Yanfu Zhang
,
Xiaoqian Wang
,
Heng Huang
BilevelPruning: Unified Dynamic and Static Channel Pruning for Convolutional Neural Networks
CVPR 2024 · Shangqian Gao,
Yanfu Zhang
,
Feihu Huang
,
Heng Huang
Compressing Image-to-Image Translation GANs Using Local Density Structures on Their Learned Manifold
AAAI 2024 ·
Alireza Ganjdanesh
, Shangqian Gao,
Hirad Alipanah
,
Heng Huang
DISP-LLM: Dimension-Independent Structural Pruning for Large Language Models
NeurIPS 2024 · Shangqian Gao,
Chi-Heng Lin
,
Ting Hua
,
Zheng Tang
,
Yilin Shen
,
Hongxia Jin
,
Yen-Chang Hsu
Device-Wise Federated Network Pruning
CVPR 2024 · Shangqian Gao,
Junyi Li
,
Zeyu Zhang
,
Yanfu Zhang
,
Weidong Cai
,
Heng Huang
Jointly Training and Pruning CNNs via Learnable Agent Guidance and Alignment
CVPR 2024 ·
Alireza Ganjdanesh
, Shangqian Gao,
Heng Huang
Unlocking Memorization in Large Language Models with Dynamic Soft Prompting
EMNLP 2024 ·
Zhepeng Wang
,
Runxue Bao
,
Yawen Wu
,
Jackson Taylor
,
Cao Xiao
,
Feng Zheng
,
Weiwen Jiang
, Shangqian Gao,
Yanfu Zhang