INTERN: A New Learning Paradigm Towards General Vision. - Jing Shao; Siyu Chen; Yangguang Li 001; Kun Wang; Zhenfei Yin; Yinan He; Jianing Teng; Qinghong Sun; Mengya Gao; Jihao Liu; Gengshi Huang; Guanglu Song; et al. (CoRR, 2021)

Neighbor Regularized Bayesian Optimization for Hyperparameter Optimization. - Lei Cui; Yangguang Li 001; Xin Lu; Dong An 002; Fenggang Liu (BMVC, 2022)

IMCI: Integrate Multi-view Contextual Information for Fact Extraction and Verification. - Hao Wang; Yangguang Li 001; Zhen Huang 006; Yong Dou (COLING, 2022)

Towards Accurate Binary Neural Networks via Modeling Contextual Dependencies. - Xingrun Xing; Yangguang Li 001; Wei Li 022; Wenrui Ding; Yalong Jiang; Yufeng Wang 004; Jing Shao; Chunlei Liu 001; Xianglong Liu 001 (ECCV (11), 2022)

R2F: A General Retrieval, Reading and Fusion Framework for Document-level Natural Language Inference. - Hao Wang; Yixin Cao 002; Yangguang Li 001; Zhen Huang 006; Kun Wang; Jing Shao (EMNLP, 2022)

Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm. - Yangguang Li 001; Feng Liang; Lichen Zhao; Yufeng Cui; Wanli Ouyang; Jing Shao; Fengwei Yu; Junjie Yan (ICLR, 2022)

RePre: Improving Self-Supervised Vision Transformer with Reconstructive Pre-training. - Luya Wang; Feng Liang; Yangguang Li 001; Honggang Zhang; Wanli Ouyang; Jing Shao (IJCAI, 2022)

A Mixture Of Surprises for Unsupervised Reinforcement Learning. - Andrew Zhao; Matthieu Gaetan Lin; Yangguang Li 001; Yong-Jin Liu 001; Gao Huang 001 (NeurIPS, 2022)

SNCSE: Contrastive Learning for Unsupervised Sentence Embedding with Soft Negative Samples. - Hao Wang; Yangguang Li 001; Zhen Huang 006; Yong Dou; Lingpeng Kong; Jing Shao (CoRR, 2022)

Democratizing Contrastive Language-Image Pre-training: A CLIP Benchmark of Data, Model, and Supervision. - Yufeng Cui; Lichen Zhao; Feng Liang; Yangguang Li 001; Jing Shao (CoRR, 2022)

1st Place Solutions for RxR-Habitat Vision-and-Language Navigation Competition (CVPR 2022). - Dong An 002; Zun Wang; Yangguang Li 001; Yi Wang; Yicong Hong; Yan Huang 008; Liang Wang 001; Jing Shao (CoRR, 2022)

R2F: A General Retrieval, Reading and Fusion Framework for Document-level Natural Language Inference. - Hao Wang; Yixin Cao 002; Yangguang Li 001; Zhen Huang 006; Kun Wang; Jing Shao (CoRR, 2022)

BEVBert: Topo-Metric Map Pre-training for Language-guided Navigation. - Dong An 002; Yuankai Qi; Yangguang Li 001; Yan Huang 008; Liang Wang 001; Tieniu Tan; Jing Shao (CoRR, 2022)

Parallel Reasoning Network for Human-Object Interaction Detection. - Huan Peng; Fenggang Liu; Yangguang Li 001; Bin Huang; Jing Shao; Nong Sang; Changxin Gao (CoRR, 2023)

Fast-BEV: Towards Real-time On-vehicle Bird's-Eye View Perception. - Bin Huang; Yangguang Li 001; Enze Xie; Feng Liang; Luya Wang; Mingzhu Shen; Fenggang Liu; Tianqi Wang; Ping Luo 002; Jing Shao (CoRR, 2023)

Mask Hierarchical Features For Self-Supervised Learning. - Fenggang Liu; Yangguang Li 001; Feng Liang; Jilan Xu; Bin Huang; Jing Shao (CoRR, 2023)

UniG3D: A Unified 3D Object Generation Dataset. - Qinghong Sun; Yangguang Li 001; Zexiang Liu; Xiaoshui Huang; Fenggang Liu; Xihui Liu; Wanli Ouyang; Jing Shao (CoRR, 2023)

Task-balanced distillation for object detection. - Ruining Tang; Zhenyu Liu 005; Yangguang Li 001; Yiguo Song; Hui Liu; Qide Wang; Jing Shao; Guifang Duan; Jianrong Tan (Pattern Recognit., 2023)

Exploring Temporal Feature Correlation for Efficient and Stable Video Semantic Segmentation. - Matthieu Lin; Jenny Sheng; Yubin Hu 001; Yangguang Li 001; Lu Qi; Andrew Zhao; Gao Huang 001; Yong-Jin Liu 001 (AAAI, 2024)

EpiDiff: Enhancing Multi-View Synthesis via Localized Epipolar-Constrained Diffusion. - Zehuan Huang; Hao Wen; Junting Dong; Yaohui Wang 001; Yangguang Li 001; Xinyuan Chen; Yan-Pei Cao; Ding Liang; Yu Qiao 001; Bo Dai 002; Lu Sheng (CVPR, 2024)

Exploring Text-to-Motion Generation with Human Preference. - Jenny Sheng; Matthieu Lin; Andrew Zhao; Kevin Pruvost; Yu-Hui Wen; Yangguang Li 001; Gao Huang 001; Yong-Jin Liu 001 (CVPR Workshops, 2024)

Triplane Meets Gaussian Splatting: Fast and Generalizable Single-View 3D Reconstruction with Transformers. - Zi-Xin Zou; Zhipeng Yu; Yuan-Chen Guo; Yangguang Li 001; Ding Liang; Yan-Pei Cao; Song-Hai Zhang (CVPR, 2024)

GVGEN: Text-to-3D Generation with Volumetric Representation. - Xianglong He; Junyi Chen; Sida Peng; Di Huang; Yangguang Li 001; Xiaoshui Huang; Chun Yuan; Wanli Ouyang; Tong He 001 (ECCV (8), 2024)

UniDream: Unifying Diffusion Priors for Relightable Text-to-3D Generation. - Zexiang Liu; Yangguang Li 001; Youtian Lin; Xin Yu 004; Sida Peng; Yan-Pei Cao; Xiaojuan Qi 001; Xiaoshui Huang; Ding Liang; Wanli Ouyang (ECCV (5), 2024)

GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models. - Shilong Li; Yancheng He; Hangyu Guo; Xingyuan Bu; Ge Bai; Jie Liu 047; Jiaheng Liu; Xingwei Qu; Yangguang Li 001; Wanli Ouyang; Wenbo Su; Bo Zheng 007 (EMNLP (Findings), 2024)

Text-to-3D with Classifier Score Distillation. - Xin Yu 004; Yuan-Chen Guo; Yangguang Li 001; Ding Liang; Song-Hai Zhang; Xiaojuan Qi 001 (ICLR, 2024)

Lumina-Next : Making Lumina-T2X Stronger and Faster with Next-DiT. - Le Zhuo; Ruoyi Du; Han Xiao 010; Yangguang Li 001; Dongyang Liu; Rongjie Huang 001; Wenze Liu; Xiangyang Zhu; Fu-Yun Wang; Zhanyu Ma; Xu Luo; Zehan Wang 001; et al. (NeurIPS, 2024)

TripoSR: Fast 3D Object Reconstruction from a Single Image. - Dmitry Tochilkin; David Pankratz; Zexiang Liu; Zixuan Huang 001; Adam Letts; Yangguang Li 001; Ding Liang; Christian Laforte; Varun Jampani; Yan-Pei Cao (CoRR, 2024)

Lumina-Next: Making Lumina-T2X Stronger and Faster with Next-DiT. - Le Zhuo; Ruoyi Du; Han Xiao 010; Yangguang Li 001; Dongyang Liu; Rongjie Huang 001; Wenze Liu; Lirui Zhao; Fu-Yun Wang; Zhanyu Ma; Xu Luo; Zehan Wang 001; et al. (CoRR, 2024)

PSHuman: Photorealistic Single-view Human Reconstruction using Cross-Scale Diffusion. - Peng Li; Wangguandong Zheng; Yuan Liu 025; Tao Yu; Yangguang Li 001; Xingqun Qi; Mengfei Li; Xiaowei Chi; Siyu Xia; Wei Xue 002; Wenhan Luo; Qifeng Liu; et al. (CoRR, 2024)

DreamCraft3D++: Efficient Hierarchical 3D Generation with Multi-Plane Reconstruction Model. - Jingxiang Sun; Cheng Peng; Ruizhi Shao; Yuan-Chen Guo; Xiaochen Zhao; Yangguang Li 001; Yanpei Cao; Bo Zhang; Yebin Liu (CoRR, 2024)

TEXGen: a Generative Diffusion Model for Mesh Textures. - Xin Yu 004; Ze Yuan; Yuan-Chen Guo; Ying-Tian Liu; JianHui Liu; Yangguang Li 001; Yan-Pei Cao; Ding Liang; Xiaojuan Qi 001 (CoRR, 2024)

DetailGen3D: Generative 3D Geometry Enhancement via Data-Dependent Flow. - Ken Deng; Yuanchen Guo; Jingxiang Sun; Zixin Zou; Yangguang Li 001; Xin Cai; Yanpei Cao; Yebin Liu; Ding Liang (CoRR, 2024)

TAR3D: Creating High-Quality 3D Assets via Next-Part Prediction. - Xuying Zhang; Yutong Liu; Yangguang Li 001; Renrui Zhang; Yufei Liu; Kai Wang 001; Wanli Ouyang; Zhiwei Xiong; Peng Gao 007; Qibin Hou; Ming-Ming Cheng (CoRR, 2024)

Fast-BEV: A Fast and Strong Bird's-Eye View Perception Baseline. - Yangguang Li 001; Bin Huang; Zeren Chen; Yufeng Cui; Feng Liang; Mingzhu Shen; Fenggang Liu; Enze Xie; Lu Sheng; Wanli Ouyang; Jing Shao (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

TEXGen: a Generative Diffusion Model for Mesh Textures. - Xin Yu 004; Ze Yuan; Yuan-Chen Guo; Ying-Tian Liu; Jianhui Liu; Yangguang Li 001; Yan-Pei Cao; Ding Liang; Xiaojuan Qi 001 (ACM Trans. Graph., 2024)

MIDI: Multi-Instance Diffusion for Single Image to 3D Scene Generation. - Zehuan Huang; Yuan-Chen Guo; Xingqiao An; Yunhan Yang; Yangguang Li 001; Zi-Xin Zou; Ding Liang; Xihui Liu; Yan-Pei Cao; Lu Sheng (CVPR, 2025)

PSHuman: Photorealistic Single-image 3D Human Reconstruction using Cross-Scale Multiview Diffusion and Explicit Remeshing. - Peng Li; Wangguandong Zheng; Yuan Liu 025; Tao Yu; Yangguang Li 001; Xingqun Qi; Xiaowei Chi; Siyu Xia; Yan-Pei Cao; Wei Xue 002; Wenhan Luo; Yike Guo (CVPR, 2025)

DREAM: Disentangling Risks to Enhance Safety Alignment in Multimodal Large Language Models. - Jianyu Liu; Hangyu Guo; Ranjie Duan; Xingyuan Bu; Yancheng He; Shilong Li; Hui Huang 021; Jiaheng Liu; Yucheng Wang; Chenchen Jing; Xingwei Qu; Xiao Zhang; et al. (NAACL (Long Papers), 2025)

TripoSG: High-Fidelity 3D Shape Synthesis using Large-Scale Rectified Flow Models. - Yangguang Li 001; Zi-Xin Zou; Zexiang Liu; Dehu Wang; Yuan Liang; Zhipeng Yu; Xingchao Liu; Yuan-Chen Guo; Ding Liang; Wanli Ouyang; Yan-Pei Cao (CoRR, 2025)

SparseFlex: High-Resolution and Arbitrary-Topology 3D Shape Modeling. - Xianglong He; Zi-Xin Zou; Chia-Hao Chen; Yuan-Chen Guo; Ding Liang; Chun Yuan; Wanli Ouyang; Yan-Pei Cao; Yangguang Li 001 (CoRR, 2025)

MeshCraft: Exploring Efficient and Controllable Mesh Generation with Flow-based DiTs. - Xianglong He; Junyi Chen; Di Huang; Zexiang Liu; Xiaoshui Huang; Wanli Ouyang; Chun Yuan; Yangguang Li 001 (CoRR, 2025)

HoloPart: Generative 3D Part Amodal Segmentation. - Yunhan Yang; Yuan-Chen Guo; Yukun Huang; Zi-Xin Zou; Zhipeng Yu; Yangguang Li 001; Yan-Pei Cao; Xihui Liu (CoRR, 2025)

DREAM: Disentangling Risks to Enhance Safety Alignment in Multimodal Large Language Models. - Jianyu Liu; Hangyu Guo; Ranjie Duan; Xingyuan Bu; Yancheng He; Shilong Li; Hui Huang 021; Jiaheng Liu; Yucheng Wang; Chenchen Jing; Xingwei Qu; Xiao Zhang; et al. (CoRR, 2025)

Flow-GRPO: Training Flow Matching Models via Online RL. - Jie Liu 047; Gongye Liu; Jiajun Liang; Yangguang Li 001; Jiaheng Liu; Xintao Wang 002; Pengfei Wan 001; Di Zhang; Wanli Ouyang (CoRR, 2025)

ShotBench: Expert-Level Cinematic Understanding in Vision-Language Models. - Hongbo Liu; Jingwen He; Yi Jin; Dian Zheng; Yuhao Dong; Fan Zhang; Ziqi Huang; Yinan He; Yangguang Li 001; Weichao Chen 001; Yu Qiao 001; Wanli Ouyang; et al. (CoRR, 2025)