Ziyu Guo

25 papers at tracked venues · 21 at CORE A* · active 2024–2025

DBLP profile ↗ORCID search ↗

Venues

NeurIPS ×6 AAAI ×4 CVPR ×4 ICLR ×3 ICCV ×2 ACL ×1 BMVC ×1 ECCV ×1 ICML ×1 ICRA ×1 IJCAI ×1

Frequent coauthors

Renrui Zhang

×17

Hongsheng Li

×10

Peng Gao

×9

Pheng-Ann Heng

×8

Dongzhi Jiang

×6

Shilin Yan

×5

Jiaming Liu

×4

Jiaze Wang

×4

Guangyong Chen

×4

Ruichuan An

×3

Chengzhuo Tong

×3

Xinyu Wei

×3

Papers

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking
NeurIPS 2025 ·
Pengxiang Li
,
Shilin Yan
,
Jiayin Cai
,
Renrui Zhang
,
Ruichuan An
, Ziyu Guo,
Xiaowei Gao
Delving into RL for Image Generation with CoT: A Study on DPO vs. GRPO
NeurIPS 2025 ·
Chengzhuo Tong
, Ziyu Guo,
Renrui Zhang
,
Wenyu Shan
,
Xinyu Wei
,
Zhenghao Xing
,
Hongsheng Li
,
Pheng-Ann Heng
EchoTraffic: Enhancing Traffic Anomaly Understanding with Audio-Visual Insights
CVPR 2025 ·
Zhenghao Xing
,
Hao Chen
,
Binzhu Xie
,
Jiaqi Xu
, Ziyu Guo,
Xuemiao Xu
,
Jianye Hao
,
Chi-Wing Fu
,
Xiaowei Hu
,
Pheng-Ann Heng
Less is More: Improving Motion Diffusion Models with Sparse Keyframes
ICCV 2025 ·
Jinseok Bae
,
Inwoo Hwang
,
Young Yoon Lee
, Ziyu Guo,
Joseph Liu
,
Yizhak Ben-Shabat
,
Young Min Kim
,
Mubbasir Kapadia
Let's Verify and Reinforce Image Generation Step by Step
CVPR 2025 ·
Renrui Zhang
,
Chengzhuo Tong
,
Zhizheng Zhao
, Ziyu Guo,
Haoquan Zhang
,
Manyuan Zhang
,
Jiaming Liu
,
Peng Gao
,
Hongsheng Li
LiDAR-LLM: Exploring the Potential of Large Language Models for 3D LiDAR Understanding
AAAI 2025 ·
Senqiao Yang
,
Jiaming Liu
,
Renrui Zhang
,
Mingjie Pan
, Ziyu Guo,
Xiaoqi Li
,
Zehui Chen
,
Peng Gao
,
Hongsheng Li
,
Yandong Guo
,
Shanghang Zhang
MAVIS: Mathematical Visual Instruction Tuning with an Automatic Data Engine
ICLR 2025 ·
Renrui Zhang
,
Xinyu Wei
,
Dongzhi Jiang
, Ziyu Guo,
Yichi Zhang
,
Chengzhuo Tong
,
Jiaming Liu
,
Aojun Zhou
,
Shanghang Zhang
,
Peng Gao
,
Hongsheng Li
MM-Mixing: Multi-Modal Mixing Alignment for 3D Understanding
AAAI 2025 ·
Jiaze Wang
,
Yi Wang
, Ziyu Guo,
Renrui Zhang
,
Donghao Zhou
,
Guangyong Chen
,
Anfeng Liu
,
Pheng-Ann Heng
MME-CoT: Benchmarking Chain-of-Thought in Large Multimodal Models for Reasoning Quality, Robustness, and Efficiency
ICML 2025 ·
Dongzhi Jiang
,
Renrui Zhang
, Ziyu Guo,
Yanwei Li
,
Yu Qi
,
Xinyan Chen
,
Liuhui Wang
,
Jianhan Jin
,
Claire Guo
,
Shen Yan
,
Bo Zhang
,
Chaoyou Fu
,
Peng Gao
,
Hongsheng Li
MMSearch: Unveiling the Potential of Large Models as Multi-modal Search Engines
ICLR 2025 ·
Dongzhi Jiang
,
Renrui Zhang
, Ziyu Guo,
Yanmin Wu
,
Jiayi Lei
,
Pengshuo Qiu
,
Pan Lu
,
Zehui Chen
,
Guanglu Song
,
Peng Gao
,
Yu Liu
,
Chunyuan Li
,
Hongsheng Li
Perceive Anything: Recognize, Explain, Caption, and Segment Anything in Images and Videos
NeurIPS 2025 ·
Weifeng Lin
,
Xinyu Wei
,
Ruichuan An
,
Tianhe Ren
,
Tingwei Chen
,
Renrui Zhang
, Ziyu Guo,
Wentao Zhang
,
Lei Zhang
,
Hongsheng Li
SciVerse: Unveiling the Knowledge Comprehension and Visual Reasoning of LMMs on Multi-modal Scientific Problems
ACL 2025 · Ziyu Guo,
Renrui Zhang
,
Hao Chen
,
Jialin Gao
,
Dongzhi Jiang
,
Jiaze Wang
,
Pheng-Ann Heng
SmoothCache: A Universal Inference Acceleration Technique for Diffusion Transformers
CVPR 2025 ·
Joseph Liu
,
Joshua Geddes
, Ziyu Guo,
Haomiao Jiang
,
Mahesh Kumar Nandwana
StyleMotif: Multi-Modal Motion Stylization using Style-Content Cross Fusion
ICCV 2025 · Ziyu Guo,
Yizhak Ben-Shabat
,
Young Yoon Lee
,
Joseph Liu
,
Victor Zordan
,
Mubbasir Kapadia
T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT
NeurIPS 2025 ·
Dongzhi Jiang
, Ziyu Guo,
Renrui Zhang
,
Zhuofan Zong
,
Hao Li
,
Le Zhuo
,
Shilin Yan
,
Pheng-Ann Heng
,
Hongsheng Li
UniCTokens: Boosting Personalized Understanding and Generation via Unified Concept Tokens
NeurIPS 2025 ·
Ruichuan An
,
Sihan Yang
,
Renrui Zhang
,
Zijun Shen
,
Ming Lu
,
Gaole Dai
,
Hao Liang
, Ziyu Guo,
Shilin Yan
,
Yulin Luo
,
Bocheng Zou
,
Chaoqun Yang
,
Wentao Zhang
What We Miss Matters: Learning from the Overlooked in Point Cloud Transformers
NeurIPS 2025 ·
Yi Wang
,
Jiaze Wang
, Ziyu Guo,
Renrui Zhang
,
Donghao Zhou
,
Guangyong Chen
,
Anfeng Liu
,
Pheng-Ann Heng
LLM-Assisted Multi-Teacher Continual Learning for Visual Question Answering in Robotic Surgery
ICRA 2024 ·
Kexin Chen
,
Yuyang Du
,
Tao You
,
Mobarakol Islam
, Ziyu Guo,
Yueming Jin
,
Guangyong Chen
,
Pheng-Ann Heng
MATHVERSE: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?
ECCV 2024 ·
Renrui Zhang
,
Dongzhi Jiang
,
Yichi Zhang
,
Haokun Lin
, Ziyu Guo,
Pengshuo Qiu
,
Aojun Zhou
,
Pan Lu
,
Kai-Wei Chang
,
Yu Qiao
,
Peng Gao
,
Hongsheng Li
No Time to Train: Empowering Non-Parametric Networks for Few-Shot 3D Scene Segmentation
CVPR 2024 ·
Xiangyang Zhu
,
Renrui Zhang
,
Bowei He
, Ziyu Guo,
Jiaming Liu
,
Han Xiao
,
Chaoyou Fu
,
Hao Dong
,
Peng Gao
Personalize Segment Anything Model with One Shot
ICLR 2024 ·
Renrui Zhang
,
Zhengkai Jiang
, Ziyu Guo,
Shilin Yan
,
Junting Pan
,
Hao Dong
,
Yu Qiao
,
Peng Gao
,
Hongsheng Li
Referred by Multi-Modality: A Unified Temporal Transformer for Video Object Segmentation
AAAI 2024 ·
Shilin Yan
,
Renrui Zhang
, Ziyu Guo,
Wenchao Chen
,
Wei Zhang
,
Hongyang Li
,
Yu Qiao
,
Hao Dong
,
Zhongjiang He
,
Peng Gao
SignVTCL: Multi-Modal Continuous Sign Language Recognition Enhanced by Visual-Textual Contrastive Learning
BMVC 2024 ·
Hao Chen
,
Jiaze Wang
, Ziyu Guo,
Jinpeng Li
,
Donghao Zhou
,
Bian Wu
,
Chenyong Guan
,
Guangyong Chen
,
Pheng-Ann Heng
Spatio-Temporal Pivotal Graph Neural Networks for Traffic Flow Forecasting
AAAI 2024 ·
Weiyang Kong
, Ziyu Guo,
Yubao Liu
X-former Elucidator: Reviving Efficient Attention for Long Context Language Modeling
IJCAI 2024 ·
Xupeng Miao
,
Shenhan Zhu
,
Fangcheng Fu
, Ziyu Guo,
Zhi Yang
,
Yaofeng Tu
,
Zhihao Jia
,
Bin Cui