Jinyang Guo

Beihang University, Beijing, China

24 papers at tracked venues · 24 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-1956-3367 ↗Homepage ↗

Venues

AAAI ×5 CVPR ×4 ACL ×3 ACM MM ×3 ICCV ×3 ICML ×3 NeurIPS ×2 ICLR ×1

Frequent coauthors

Xianglong Liu

×19

Yifu Ding

×9

Haotong Qin

×7

Ruihao Gong

×7

Zining Wang

×5

Jiaheng Liu

×4

Aishan Liu

×3

Yuqing Ma

×3

Xingyu Zheng

×3

Jiakai Wang

×3

Jianyu Wu

×3

Chengtao Lv

×3

Papers

CMedBench: A Comprehensive Benchmark for Efficient Medical Large Language Models
AAAI 2026 ·
Shengbo Gao
, Jinyang Guo,
Lixian Su
,
Yifu Ding
,
Shiqiao Gu
,
Aishan Liu
,
Yuqing Ma
,
Zhiwang Zhang
,
Xianglong Liu
Context as a Tool: Context Management for Long-Horizon SWE-Agents
ACL 2026 ·
Shukai Liu
,
Bo Jiang
,
Jian Yang
,
Yizhi Li
, Jinyang Guo,
Xianglong Liu
,
Bryan Dai
First-Order Error Matters: Accurate Compensation for Quantized Large Language Models
AAAI 2026 ·
Xingyu Zheng
,
Haotong Qin
,
Yuye Li
,
Haoran Chu
,
Jiakai Wang
, Jinyang Guo,
Michele Magno
,
Xianglong Liu
Half-S: Halving the Scale for Near-Lossless 4-Bit LLM Training
ACL 2026 ·
Jinyang Du
,
Ruihao Gong
,
Linghan Ai
,
Zining Wang
,
Yunke Peng
,
Yao Wang
,
Lei Yan
,
Xuefei Wang
,
Yaoyuan Wang
, Jinyang Guo,
Dahua Lin
,
Xianglong Liu
APHQ-ViT: Post-Training Quantization with Average Perturbation Hessian Based Reconstruction for Vision Transformers
CVPR 2025 ·
Zhuguanyu Wu
,
Jiayi Zhang
,
Jiaxin Chen
, Jinyang Guo,
Di Huang
,
Yunhong Wang
AtomNet: Designing Tiny Models from Operators Under Extreme MCU Constraints
AAAI 2025 ·
Zhiwei Dong
,
Mingzhu Shen
,
Shihao Bai
,
Xiuying Wei
, Jinyang Guo,
Ruihao Gong
,
Song-Lu Chen
,
Xianglong Liu
,
Xu-Cheng Yin
BinaryDM: Accurate Weight Binarization for Efficient Diffusion Models
ICLR 2025 ·
Xingyu Zheng
,
Xianglong Liu
,
Haotong Qin
,
Xudong Ma
,
Mingyuan Zhang
,
Haojie Hao
,
Jiakai Wang
,
Zixiang Zhao
, Jinyang Guo,
Michele Magno
CMT: A Cascade MAR with Topology Predictor for Multimodal Conditional CAD Generation
ICCV 2025 ·
Jianyu Wu
,
Yizhou Wang
,
Xiangyu Yue
,
Xinzhu Ma
, Jinyang Guo,
Dongzhan Zhou
,
Wanli Ouyang
,
Shixiang Tang
DA-KD: Difficulty-Aware Knowledge Distillation for Efficient Large Language Models
ICML 2025 ·
Changyi He
,
Yifu Ding
, Jinyang Guo,
Ruihao Gong
,
Haotong Qin
,
Xianglong Liu
ECLR'25: 2nd Workshop on Efficient Computing Under Limited Resources: Visual Computing
ICCV 2025 · Jinyang Guo,
Zhenghao Chen
,
Yuqing Ma
,
Yifu Ding
,
Xianglong Liu
,
Jinman Kim
,
Wanli Ouyang
,
Dacheng Tao
HarmoniCa: Harmonizing Training and Inference for Better Feature Caching in Diffusion Transformer Acceleration
ICML 2025 ·
Yushi Huang
,
Zining Wang
,
Ruihao Gong
,
Jing Liu
,
Xinjie Zhang
, Jinyang Guo,
Xianglong Liu
,
Jun Zhang
Low-Bit FlashAttention Accelerated Operator Design Based on Triton
ICCV 2025 ·
Jinyang Du
, Jinyang Guo,
Yifu Ding
TCAQ-DM: Timestep-Channel Adaptive Quantization for Diffusion Models
AAAI 2025 ·
Haocheng Huang
,
Jiaxin Chen
, Jinyang Guo,
Ruiyi Zhan
,
Yunhong Wang
BiDM: Pushing the Limit of Quantization for Diffusion Models
NeurIPS 2024 ·
Xingyu Zheng
,
Xianglong Liu
,
Yichen Bian
,
Xudong Ma
,
Yulun Zhang
,
Jiakai Wang
, Jinyang Guo,
Haotong Qin
Compressing Large Language Models by Joint Sparsification and Quantization
ICML 2024 · Jinyang Guo,
Jianyu Wu
,
Zining Wang
,
Jiaheng Liu
,
Ge Yang
,
Yifu Ding
,
Ruihao Gong
,
Haotong Qin
,
Xianglong Liu
DB-LLM: Accurate Dual-Binarization for Efficient LLMs
ACL 2024 ·
Hong Chen
,
Chengtao Lv
,
Liang Ding
,
Haotong Qin
,
Xiabin Zhou
,
Yifu Ding
,
Xuebo Liu
,
Min Zhang
, Jinyang Guo,
Xianglong Liu
,
Dacheng Tao
Fast and Controllable Post-training Sparsity: Learning Optimal Sparsity Allocation with Global Constraint in Minutes
AAAI 2024 ·
Ruihao Gong
,
Yang Yong
,
Zining Wang
, Jinyang Guo,
Xiuying Wei
,
Yuqing Ma
,
Xianglong Liu
LLMCBench: Benchmarking Large Language Model Compression for Efficient Deployment
NeurIPS 2024 ·
Ge Yang
,
Changyi He
, Jinyang Guo,
Jianyu Wu
,
Yifu Ding
,
Aishan Liu
,
Haotong Qin
,
Pengliang Ji
,
Xianglong Liu
LTA-PCS: Learnable Task-Agnostic Point Cloud Sampling
CVPR 2024 ·
Jiaheng Liu
,
Jianhao Li
,
Kaisiyuan Wang
,
Hongcheng Guo
,
Jian Yang
,
Junran Peng
,
Ke Xu
,
Xianglong Liu
, Jinyang Guo
PTQ4SAM: Post-Training Quantization for Segment Anything
CVPR 2024 ·
Chengtao Lv
,
Hong Chen
, Jinyang Guo,
Yifu Ding
,
Xianglong Liu
PTSBench: A Comprehensive Post-Training Sparsity Benchmark Towards Algorithms and Models
ACM MM 2024 ·
Zining Wang
, Jinyang Guo,
Ruihao Gong
,
Yang Yong
,
Aishan Liu
,
Yushi Huang
,
Jiaheng Liu
,
Xianglong Liu
QVD: Post-training Quantization for Video Diffusion Models
ACM MM 2024 ·
Shilong Tian
,
Hong Chen
,
Chengtao Lv
,
Yu Liu
, Jinyang Guo,
Xianglong Liu
,
Shengxi Li
,
Hao Yang
,
Tao Xie
Reg-PTQ: Regression-specialized Post-training Quantization for Fully Quantized Object Detector
CVPR 2024 ·
Yifu Ding
,
Weilun Feng
,
Chuyan Chen
, Jinyang Guo,
Xianglong Liu
VRDistill: Vote Refinement Distillation for Efficient Indoor 3D Object Detection
ACM MM 2024 ·
Ze Yuan
, Jinyang Guo,
Dakai An
,
Junran Wu
,
He Zhu
,
Jianhao Li
,
Xueyuan Chen
,
Ke Xu
,
Jiaheng Liu