Rongyao Fang

33 papers A* 4Journal 26Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
CodePlot-CoT: Mathematical Visual Reasoning by Thinking with Code-Driven Images.
CoRR
Chengqi Duan, Kaiyue Sun, Rongyao Fang, Manyuan Zhang, Yan Feng, Ying Luo, Yufang Liu, Ke Wang, Peng Pei, Xunliang Cai, Hongsheng Li, Yi Ma, Xihui Liu
2025 J jnl
CrossLMM: Decoupling Long Video Sequences from LMMs via Dual Cross-Attention Mechanisms.
CoRR
Shilin Yan, Jiaming Han, Joey Tsai, Hongwei Xue, Rongyao Fang, Lingyi Hong, Ziyu Guo, Ray Zhang
2025 J jnl
DraCo: Draft as CoT for Text-to-Image Preview and Rare Concept Generation.
CoRR
Dongzhi Jiang, Renrui Zhang, Haodong Li, Zhuofan Zong, Ziyu Guo, Jun He, Claire Guo, Junyan Ye, Rongyao Fang, Weijia Li, Rui Liu, Hongsheng Li
2025 J jnl
FLUX-Reason-6M & PRISM-Bench: A Million-Scale Text-to-Image Reasoning Dataset and Comprehensive Benchmark.
CoRR
Rongyao Fang, Aldrich Yu, Chengqi Duan, Linjiang Huang, Shuai Bai, Yuxuan Cai, Kun Wang, Si Liu, Xihui Liu, Hongsheng Li
2025 J jnl
GoT-R1: Unleashing Reasoning Capability of MLLM for Visual Generation with Reinforcement Learning.
CoRR
Chengqi Duan, Rongyao Fang, Yuqing Wang, Kun Wang, Linjiang Huang, Xingyu Zeng, Hongsheng Li, Xihui Liu
2025 J jnl
GoT: Unleashing Reasoning Capability of Multimodal Large Language Model for Visual Generation and Editing.
CoRR
Rongyao Fang, Chengqi Duan, Kun Wang, Linjiang Huang, Hao Li, Shilin Yan, Hao Tian, Xingyu Zeng, Rui Zhao, Jifeng Dai, Xihui Liu, Hongsheng Li
2025 J jnl
MathCanvas: Intrinsic Visual Chain-of-Thought for Multimodal Mathematical Reasoning.
CoRR
Weikang Shi, Aldrich Yu, Rongyao Fang, Houxing Ren, Ke Wang, Aojun Zhou, Changyao Tian, Xinyu Fu, Yuxuan Hu, Zimu Lu, Linjiang Huang, Si Liu, Rui Liu, Hongsheng Li
2025 A* conf
SOLVE: Synergy of Language-Vision and End-to-End Networks for Autonomous Driving.
CVPR
Xuesong Chen, Linjiang Huang, Tao Ma, Rongyao Fang, Shaoshuai Shi, Hongsheng Li
2025 J jnl
SOLVE: Synergy of Language-Vision and End-to-End Networks for Autonomous Driving.
CoRR
Xuesong Chen, Linjiang Huang, Tao Ma, Rongyao Fang, Shaoshuai Shi, Hongsheng Li
2025 J jnl
T2I-ReasonBench: Benchmarking Reasoning-Informed Text-to-Image Generation.
CoRR
Kaiyue Sun, Rongyao Fang, Chengqi Duan, Xian Liu, Xihui Liu
2024 J jnl
CLIP-Adapter: Better Vision-Language Models with Feature Adapters.
Int. J. Comput. Vis.
Peng Gao, Shijie Geng, Renrui Zhang, Teli Ma, Rongyao Fang, Yongfeng Zhang, Hongsheng Li, Yu Qiao
2024 J jnl
FeatAug-DETR: Enriching One-to-Many Matching for DETRs With Feature Augmentation.
IEEE Trans. Pattern Anal. Mach. Intell.
Rongyao Fang, Peng Gao, Aojun Zhou, Yingjie Cai, Si Liu, Jifeng Dai, Hongsheng Li
2024 — conf
FouriScale: A Frequency Perspective on Training-Free High-Resolution Image Synthesis.
ECCV (12)
Linjiang Huang, Rongyao Fang, Aiping Zhang, Guanglu Song, Si Liu, Yu Liu, Hongsheng Li
2024 J jnl
FouriScale: A Frequency Perspective on Training-Free High-Resolution Image Synthesis.
CoRR
Linjiang Huang, Rongyao Fang, Aiping Zhang, Guanglu Song, Si Liu, Yu Liu, Hongsheng Li
2024 J jnl
Mimic before Reconstruct: Enhancing Masked Autoencoders with Feature Mimicking.
Int. J. Comput. Vis.
Peng Gao, Ziyi Lin, Renrui Zhang, Rongyao Fang, Hongyang Li, Hongsheng Li, Yu Qiao
2024 J jnl
PUMA: Empowering Unified MLLM with Multi-granular Visual Generation.
CoRR
Rongyao Fang, Chengqi Duan, Kun Wang, Hao Li, Hao Tian, Xingyu Zeng, Rui Zhao, Jifeng Dai, Hongsheng Li, Xihui Liu
2024 J jnl
StreamChat: Chatting with Streaming Video.
CoRR
Jihao Liu, Zhiding Yu, Shiyi Lan, Shihao Wang, Rongyao Fang, Jan Kautz, Hongsheng Li, José M. Álvarez
2023 J jnl
FeatAug-DETR: Enriching One-to-Many Matching for DETRs with Feature Augmentation.
CoRR
Rongyao Fang, Peng Gao, Aojun Zhou, Yingjie Cai, Si Liu, Jifeng Dai, Hongsheng Li
2023 J jnl
InstructSeq: Unifying Vision Tasks with Instruction-conditioned Multi-modal Sequence Generation.
CoRR
Rongyao Fang, Shilin Yan, Zhaoyang Huang, Jingqiu Zhou, Hao Tian, Jifeng Dai, Hongsheng Li
2023 J jnl
Mimic before Reconstruct: Enhancing Masked Autoencoders with Feature Mimicking.
CoRR
Peng Gao, Renrui Zhang, Rongyao Fang, Ziyi Lin, Hongyang Li, Hongsheng Li, Qiao Yu
2022 A* conf
Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training.
NeurIPS
Renrui Zhang, Ziyu Guo, Peng Gao, Rongyao Fang, Bin Zhao, Dong Wang, Yu Qiao, Hongsheng Li
2022 J jnl
Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training.
CoRR
Renrui Zhang, Ziyu Guo, Peng Gao, Rongyao Fang, Bin Zhao, Dong Wang, Yu Qiao, Hongsheng Li
2022 A* conf
RBGNet: Ray-based Grouping for 3D Object Detection.
CVPR
Haiyang Wang, Shaoshuai Shi, Ze Yang, Rongyao Fang, Qi Qian, Hongsheng Li, Bernt Schiele, Liwei Wang
2022 J jnl
RBGNet: Ray-based Grouping for 3D Object Detection.
CoRR
Haiyang Wang, Shaoshuai Shi, Ze Yang, Rongyao Fang, Qi Qian, Hongsheng Li, Bernt Schiele, Liwei Wang
2022 — conf
Tip-Adapter: Training-Free Adaption of CLIP for Few-Shot Classification.
ECCV (35)
Renrui Zhang, Wei Zhang, Rongyao Fang, Peng Gao, Kunchang Li, Jifeng Dai, Yu Qiao, Hongsheng Li
2022 J jnl
Tip-Adapter: Training-free Adaption of CLIP for Few-shot Classification.
CoRR
Renrui Zhang, Zhang Wei, Rongyao Fang, Peng Gao, Kunchang Li, Jifeng Dai, Yu Qiao, Hongsheng Li
2021 J jnl
CLIP-Adapter: Better Vision-Language Models with Feature Adapters.
CoRR
Peng Gao, Shijie Geng, Renrui Zhang, Teli Ma, Rongyao Fang, Yongfeng Zhang, Hongsheng Li, Yu Qiao
2021 J jnl
Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language Modeling.
CoRR
Renrui Zhang, Rongyao Fang, Wei Zhang, Peng Gao, Kunchang Li, Jifeng Dai, Yu Qiao, Hongsheng Li
2020 A* conf
Learning Longterm Representations for Person Re-Identification Using Radio Signals.
CVPR
Lijie Fan, Tianhong Li, Rongyao Fang, Rumen Hristov, Yuan Yuan, Dina Katabi
2020 J jnl
Learning Longterm Representations for Person Re-Identification Using Radio Signals.
CoRR
Lijie Fan, Tianhong Li, Rongyao Fang, Rumen Hristov, Yuan Yuan, Dina Katabi
2019 J jnl
Adversarial Attack and Defense on Point Sets.
CoRR
Jiancheng Yang, Qiang Zhang, Rongyao Fang, Bingbing Ni, Jinxian Liu, Qi Tian
2019 — conf
Probabilistic Radiomics: Ambiguous Diagnosis with Controllable Shape Analysis.
MICCAI (6)
Jiancheng Yang, Rongyao Fang, Bingbing Ni, Yamin Li, Yi Xu, Linguo Li
2019 J jnl
Probabilistic Radiomics: Ambiguous Diagnosis with Controllable Shape Analysis.
CoRR
Jiancheng Yang, Rongyao Fang, Bingbing Ni, Yamin Li, Yi Xu, Linguo Li