Renrui Zhang

54 papers at tracked venues · 48 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

NeurIPS ×11 CVPR ×10 ICLR ×9 AAAI ×7 ICCV ×5 ICML ×4 ECCV ×3 ACL ×1 ACM MM ×1 EMNLP ×1 ICRA ×1 WACV ×1

Frequent coauthors

Hongsheng Li

×22

Peng Gao

×20

Ziyu Guo

×17

Shanghang Zhang

×15

Jiaming Liu

×14

Dongzhi Jiang

×9

Shilin Yan

×8

Yu Qiao

×8

Aojun Zhou

×7

Pheng-Ann Heng

×6

Yandong Guo

×6

Le Zhuo

×5

Papers

NL2CA: Auto-formalizing Cognitive Decision-Making from Natural Language Using an Unsupervised CriticNL2LTL Framework
AAAI 2026 ·
Zihao Deng
,
Yijia Li
, Renrui Zhang,
Peijun Ye
PiSA: A Self-Augmented Data Engine and Training Strategy for 3D Understanding with Large Models
WACV 2026 ·
Zilu Guo
,
Hongbin Lin
,
Zhihao Yuan
,
Chaoda Zheng
,
Pengshuo Qiu
,
Dongzhi Jiang
, Renrui Zhang,
Chun-Mei Feng
,
Zhen Li
TIDE: Temporal-Aware Sparse Autoencoders for Interpretable Diffusion Transformers in Image Generation
AAAI 2026 ·
Victor Shea-Jay Huang
,
Le Zhuo
,
Yi Xin
,
Zhaokai Wang
,
Fu-Yun Wang
,
Yuchi Wang
, Renrui Zhang,
Peng Gao
,
Hongsheng Li
AC-DiT: Adaptive Coordination Diffusion Transformer for Mobile Manipulation
NeurIPS 2025 ·
Sixiang Chen
,
Jiaming Liu
,
Siyuan Qian
,
Han Jiang
,
Zhuoyang Liu
,
Chenyang Gu
,
Xiaoqi Li
,
Chengkai Hou
,
Pengwei Wang
,
Zhongyuan Wang
, Renrui Zhang,
Shanghang Zhang
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
Beyond Text-Visual Attention: Exploiting Visual Cues for Effective Token Pruning in VLMs
ICCV 2025 ·
Qizhe Zhang
,
Aosong Cheng
,
Ming Lu
, Renrui Zhang,
Zhiyong Zhuo
,
Jiajun Cao
,
Shaobo Guo
,
Qi She
,
Shanghang Zhang
Chimera: Improving Generalist Model with Domain-Specific Experts
ICCV 2025 ·
Tianshuo Peng
,
Mingsheng Li
,
Jiakang Yuan
,
Hongbin Zhou
,
Renqiu Xia
, Renrui Zhang,
Lei Bai
,
Song Mao
,
Bin Wang
,
Aojun Zhou
,
Botian Shi
,
Tao Chen
,
Bo Zhang
,
Xiangyu Yue
CoPESD: A Multi-Level Surgical Motion Dataset for Training Large Vision-Language Models to Co-Pilot Endoscopic Submucosal Dissection
ACM MM 2025 ·
Guankun Wang
,
Han Xiao
, Renrui Zhang,
Huxin Gao
,
Long Bai
,
Xiaoxiao Yang
,
Zhen Li
,
Hongsheng Li
,
Hongliang Ren
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
Detect Anything 3D in the Wild
ICCV 2025 ·
Hanxue Zhang
,
Haoran Jiang
,
Qingsong Yao
,
Yanan Sun
, Renrui Zhang,
Hao Zhao
,
Hongyang Li
,
Hongzi Zhu
,
Zetong Yang
Fast-in-Slow: A Dual-System VLA Model Unifying Fast Manipulation within Slow Reasoning
NeurIPS 2025 ·
Hao Chen
,
Jiaming Liu
,
Chenyang Gu
,
Zhuoyang Liu
, Renrui Zhang,
Xiaoqi Li
,
Xiao He
,
Yandong Guo
,
Chi-Wing Fu
,
Shanghang Zhang
,
Pheng-Ann Heng
From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning
ICCV 2025 ·
Le Zhuo
,
Liangbing Zhao
,
Sayak Paul
,
Yue Liao
, Renrui Zhang,
Yi Xin
,
Peng Gao
,
Mohamed Elhoseiny
,
Hongsheng Li
LLaVA-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models
ICLR 2025 ·
Feng Li
, Renrui Zhang,
Hao Zhang
,
Yuanhan Zhang
,
Bo Li
,
Wei Li
,
Zejun Ma
,
Chunyuan Li
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
Lift3D Policy: Lifting 2D Foundation Models for Robust 3D Robotic Manipulation
CVPR 2025 ·
Yueru Jia
,
Jiaming Liu
,
Sixiang Chen
,
Chenyang Gu
,
Zhilue Wang
,
Longzan Luo
,
Xiaoqi Li
,
Pengwei Wang
,
Zhongyuan Wang
, Renrui Zhang,
Shanghang Zhang
Lumina-T2X: Scalable Flow-based Large Diffusion Transformer for Flexible Resolution Generation
ICLR 2025 ·
Peng Gao
,
Le Zhuo
,
Dongyang Liu
,
Ruoyi Du
,
Xu Luo
,
Longtian Qiu
,
Yuhang Zhang
,
Rongjie Huang
,
Shijie Geng
, Renrui Zhang,
Junlin Xie
,
Wenqi Shao
,
Zhengkai Jiang
,
Tianshuo Yang
,
Weicai Ye
,
Tong He
,
Jingwen He
,
Junjun He
,
Yu Qiao
,
Hongsheng Li
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
MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning
NeurIPS 2025 ·
Xinyan Chen
, Renrui Zhang,
Dongzhi Jiang
,
Aojun Zhou
,
Shilin Yan
,
Weifeng Lin
,
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
PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions
ICLR 2025 ·
Weifeng Lin
,
Xinyu Wei
, Renrui Zhang,
Le Zhuo
,
Shitian Zhao
,
Siyuan Huang
,
Junlin Xie
,
Peng Gao
,
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
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
TAR3D: Creating High-Quality 3D Assets Via Next-Part Prediction
ICCV 2025 ·
Xuying Zhang
,
Yutong Liu
,
Yangguang Li
, Renrui Zhang,
Yufei Liu
,
Kai Wang
,
Wanli Ouyang
,
Zhiwei Xiong
,
Peng Gao
,
Qibin Hou
,
Ming-Ming Cheng
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
Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis
CVPR 2025 ·
Chaoyou Fu
,
Yuhan Dai
,
Yongdong Luo
,
Lei Li
,
Shuhuai Ren
, Renrui Zhang,
Zihan Wang
,
Chenyu Zhou
,
Yunhang Shen
,
Mengdan Zhang
,
Peixian Chen
,
Yanwei Li
,
Shaohui Lin
,
Sirui Zhao
,
Ke Li
,
Tong Xu
,
Xiawu Zheng
,
Enhong Chen
,
Caifeng Shan
,
Ran He
,
Xing Sun
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
Cloud-Device Collaborative Learning for Multimodal Large Language Models
CVPR 2024 ·
Guanqun Wang
,
Jiaming Liu
,
Chenxuan Li
,
Yuan Zhang
,
Junpeng Ma
,
Xinyu Wei
,
Kevin Zhang
,
Maurice Chong
, Renrui Zhang,
Yijiang Liu
,
Shanghang Zhang
CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching
NeurIPS 2024 ·
Dongzhi Jiang
,
Guanglu Song
,
Xiaoshi Wu
, Renrui Zhang,
Dazhong Shen
,
Zhuofan Zong
,
Yu Liu
,
Hongsheng Li
Continual-MAE: Adaptive Distribution Masked Autoencoders for Continual Test-Time Adaptation
CVPR 2024 ·
Jiaming Liu
,
Ran Xu
,
Senqiao Yang
, Renrui Zhang,
Qizhe Zhang
,
Zehui Chen
,
Yandong Guo
,
Shanghang Zhang
FM-OV3D: Foundation Model-Based Cross-Modal Knowledge Blending for Open-Vocabulary 3D Detection
AAAI 2024 ·
Dongmei Zhang
,
Chang Li
, Renrui Zhang,
Shenghao Xie
,
Wei Xue
,
Xiaodong Xie
,
Shanghang Zhang
Gradient-based Parameter Selection for Efficient Fine-Tuning
CVPR 2024 ·
Zhi Zhang
,
Qizhe Zhang
,
Zijun Gao
, Renrui Zhang,
Ekaterina Shutova
,
Shiji Zhou
,
Shanghang Zhang
LLaMA-Adapter: Efficient Fine-tuning of Large Language Models with Zero-initialized Attention
ICLR 2024 · Renrui Zhang,
Jiaming Han
,
Chris Liu
,
Aojun Zhou
,
Pan Lu
,
Yu Qiao
,
Hongsheng Li
,
Peng Gao
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
MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI
ICML 2024 ·
Kaining Ying
,
Fanqing Meng
,
Jin Wang
,
Zhiqian Li
,
Han Lin
,
Yue Yang
,
Hao Zhang
,
Wenbo Zhang
,
Yuqi Lin
,
Shuo Liu
,
Jiayi Lei
,
Quanfeng Lu
,
Runjian Chen
,
Peng Xu
, Renrui Zhang,
Haozhe Zhang
,
Peng Gao
,
Yali Wang
,
Yu Qiao
,
Ping Luo
,
Kaipeng Zhang
,
Wenqi Shao
ManipLLM: Embodied Multimodal Large Language Model for Object-Centric Robotic Manipulation
CVPR 2024 ·
Xiaoqi Li
,
Mingxu Zhang
,
Yiran Geng
,
Haoran Geng
,
Yuxing Long
,
Yan Shen
, Renrui Zhang,
Jiaming Liu
,
Hao Dong
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning
ICLR 2024 ·
Ke Wang
,
Houxing Ren
,
Aojun Zhou
,
Zimu Lu
,
Sichun Luo
,
Weikang Shi
, Renrui Zhang,
Linqi Song
,
Mingjie Zhan
,
Hongsheng Li
NTO3D: Neural Target Object 3D Reconstruction with Segment Anything
CVPR 2024 ·
Xiaobao Wei
, Renrui Zhang,
Jiarui Wu
,
Jiaming Liu
,
Ming Lu
,
Yandong Guo
,
Shanghang Zhang
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
OneTracker: Unifying Visual Object Tracking with Foundation Models and Efficient Tuning
CVPR 2024 ·
Lingyi Hong
,
Shilin Yan
, Renrui Zhang,
Wanyun Li
,
Xinyu Zhou
,
Pinxue Guo
,
Kaixun Jiang
,
Yiting Chen
,
Jinglun Li
,
Zhaoyu Chen
,
Wenqiang Zhang
PanoVOS: Bridging Non-panoramic and Panoramic Views with Transformer for Video Segmentation
ECCV 2024 ·
Shilin Yan
,
Xiaohao Xu
, Renrui Zhang,
Lingyi Hong
,
Wenchao Chen
,
Wenqiang Zhang
,
Wei Zhang
Parsing All Adverse Scenes: Severity-Aware Semantic Segmentation with Mask-Enhanced Cross-Domain Consistency
AAAI 2024 ·
Fuhao Li
,
Ziyang Gong
,
Yupeng Deng
,
Xianzheng Ma
, Renrui Zhang,
Zhenming Ji
,
Xiangwei Zhu
,
Hong Zhang
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
RenderOcc: Vision-Centric 3D Occupancy Prediction with 2D Rendering Supervision
ICRA 2024 ·
Mingjie Pan
,
Jiaming Liu
, Renrui Zhang,
Peixiang Huang
,
Xiaoqi Li
,
Hongwei Xie
,
Bing Wang
,
Li Liu
,
Shanghang Zhang
RoboMamba: Efficient Vision-Language-Action Model for Robotic Reasoning and Manipulation
NeurIPS 2024 ·
Jiaming Liu
,
Mengzhen Liu
,
Zhenyu Wang
,
Pengju An
,
Xiaoqi Li
,
Kaichen Zhou
,
Senqiao Yang
, Renrui Zhang,
Yandong Guo
,
Shanghang Zhang
SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models
ICML 2024 ·
Dongyang Liu
, Renrui Zhang,
Longtian Qiu
,
Siyuan Huang
,
Weifeng Lin
,
Shitian Zhao
,
Shijie Geng
,
Ziyi Lin
,
Peng Jin
,
Kaipeng Zhang
,
Wenqi Shao
,
Chao Xu
,
Conghui He
,
Junjun He
,
Hao Shao
,
Pan Lu
,
Yu Qiao
,
Hongsheng Li
,
Peng Gao
SPHINX: A Mixer of Weights, Visual Embeddings and Image Scales for Multi-modal Large Language Models
ECCV 2024 ·
Ziyi Lin
,
Dongyang Liu
, Renrui Zhang,
Peng Gao
,
Longtian Qiu
,
Han Xiao
,
Han Qiu
,
Wenqi Shao
,
Keqin Chen
,
Jiaming Han
,
Siyuan Huang
,
Yichi Zhang
,
Xuming He
,
Yu Qiao
,
Hongsheng Li
SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models
ICML 2024 ·
Xudong Lu
,
Aojun Zhou
,
Yuhui Xu
, Renrui Zhang,
Peng Gao
,
Hongsheng Li
Unleashing the Potentials of Likelihood Composition for Multi-modal Language Models
EMNLP 2024 ·
Shitian Zhao
, Renrui Zhang,
Xu Luo
,
Yan Wang
,
Shanghang Zhang
,
Peng Gao
ViDA: Homeostatic Visual Domain Adapter for Continual Test Time Adaptation
ICLR 2024 ·
Jiaming Liu
,
Senqiao Yang
,
Peidong Jia
, Renrui Zhang,
Ming Lu
,
Yandong Guo
,
Wei Xue
,
Shanghang Zhang