Xiaodan Liang

Most-cited papers

FILIP: Fine-grained Interactive Language-Image Pre-Training
Lewei Yao, Runhu Huang, Lu Hou, Guan-Song Lu +6 more
2021International Conference on Learning Representations914 citations
Semantic Scholar
Meta R-CNN: Towards General Solver for Instance-Level Low-Shot Learning
Xiaopeng Yan, Ziliang Chen, Anni Xu, Xiaoxi Wang +2 more
2019IEEE International Conference on Computer Vision625 citations
Semantic Scholar
Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning
Pan Lu, Ran Gong, Shibiao Jiang, Liang Qiu +3 more
2021Annual Meeting of the Association for Computational Linguistics581 citations Open access
Semantic Scholar
Voxel Transformer for 3D Object Detection
Jiageng Mao, Yujing Xue, Minzhe Niu, Hao-Yue Bai +4 more
2021IEEE International Conference on Computer Vision575 citations Open access
Semantic Scholar
One Million Scenes for Autonomous Driving: ONCE Dataset
Jiageng Mao, Minzhe Niu, Chenhan Jiang, Han-Xue Liang +9 more
2021NeurIPS Datasets and Benchmarks400 citations
Semantic Scholar
Look into Person: Joint Body Parsing & Pose Estimation Network and a New Benchmark
Xiaodan Liang, Ke Gong, Xiao-Hui Shen, Liang Lin
2018IEEE Transactions on Pattern Analysis and Machine Intelligence379 citations Open access
Semantic Scholar
GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical Reasoning
Jiaqi Chen, Jian-Heng Tang, Jinghui Qin, Xiaodan Liang +3 more
2021Findings357 citations Open access
Semantic Scholar
Knowledge-driven Encode, Retrieve, Paraphrase for Medical Image Report Generation
Yuan Li, Xiaodan Liang, Zhiting Hu, E. Xing
2019AAAI Conference on Artificial Intelligence347 citations Open access
Semantic Scholar
Rethinking Knowledge Graph Propagation for Zero-Shot Learning
Michael C. Kampffmeyer, Yin-Bo Chen, Xiaodan Liang, Hao Wang +2 more
2018Computer Vision and Pattern Recognition342 citations Open access
Semantic Scholar
CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point Blending
Hang Xu, Shaoju Wang, Xinyue Cai, Wei Zhang +2 more
2020European Conference on Computer Vision251 citations Open access
Semantic Scholar
Towards Multi-Pose Guided Virtual Try-On Network
Hao-Ye Dong, Xiaodan Liang, Xiao-Hui Shen, Bochao Wang +4 more
2019IEEE International Conference on Computer Vision235 citations Open access
Semantic Scholar
Graphonomy: Universal Human Parsing via Graph Transfer Learning
Ke Gong, Yiming Gao, Xiaodan Liang, Xiao-Hui Shen +2 more
2019Computer Vision and Pattern Recognition203 citations Open access
Semantic Scholar
End-to-End Knowledge-Routed Relational Dialogue System for Automatic Diagnosis
Lin Xu, Qi-Xian Zhou, Ke Gong, Xiaodan Liang +2 more
2019AAAI Conference on Artificial Intelligence203 citations Open access
Semantic Scholar
Auto-FPN: Automatic Network Architecture Adaptation for Object Detection Beyond Classification
Hang Xu, Lewei Yao, Zhen-Guo Li, Xiaodan Liang +1 more
2019IEEE International Conference on Computer Vision201 citations
Semantic Scholar
Soft-Gated Warping-GAN for Pose-Guided Person Image Synthesis
Hao-Ye Dong, Xiaodan Liang, Ke Gong, Han-Jiang Lai +2 more
2018Neural Information Processing Systems188 citations
Semantic Scholar
Pyramid R-CNN: Towards Better Performance and Adaptability for 3D Object Detection
Jiageng Mao, Minzhe Niu, Hao-Yue Bai, Xiaodan Liang +2 more
2021IEEE International Conference on Computer Vision183 citations Open access
Semantic Scholar
Dynamic-Structured Semantic Propagation Network
Xiaodan Liang, E. Xing, Hongfei Zhou
20182018 IEEE/CVF Conference on Computer Vision and Pattern Recognition167 citations Open access
Semantic Scholar
A Modulation Module for Multi-task Learning with Applications in Image Retrieval
Xiangyu Zhao, Haoxiang Li, Xiao-Hui Shen, Xiaodan Liang +1 more
2018European Conference on Computer Vision157 citations Open access
Semantic Scholar
Target-Guided Open-Domain Conversation
Jian-Heng Tang, Tiancheng Zhao, Chenyan Xiong, Xiaodan Liang +2 more
2019Annual Meeting of the Association for Computational Linguistics149 citations Open access
Semantic Scholar
FW-GAN: Flow-Navigated Warping GAN for Video Virtual Try-On
Hao-Ye Dong, Xiaodan Liang, Xiao-Hui Shen, Bowen Wu +2 more
2019IEEE International Conference on Computer Vision140 citations
Semantic Scholar
BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search
Changlin Li, Tao Tang, Guang-Run Wang, Jiefeng Peng +3 more
2021IEEE International Conference on Computer Vision128 citations
Semantic Scholar
Prototypical Graph Contrastive Learning
Shuai Lin, Chen Liu, Pan Zhou, Zi-Yuan Hu +6 more
2021IEEE Transactions on Neural Networks and Learning Systems126 citations Open access
Semantic Scholar
UPDeT: Universal Multi-agent Reinforcement Learning via Policy Decoupling with Transformers
Si-Yi Hu, Fengda Zhu, Xiao-Jun Chang, Xiaodan Liang
2021arXiv.org123 citations
Semantic Scholar
RCAA: Relational Context-Aware Agents for Person Search
Xiao-Jun Chang, Po-Yao (Bernie) Huang, Yi-Dong Shen, Xiaodan Liang +2 more
2018European Conference on Computer Vision119 citations Open access
Semantic Scholar
Blending-Target Domain Adaptation by Adversarial Meta-Adaptation Networks
Ziliang Chen, Jing-Yu Zhuang, Xiaodan Liang, Liang Lin
2019Computer Vision and Pattern Recognition97 citations Open access
Semantic Scholar
Hybrid Knowledge Routed Modules for Large-scale Object Detection
Chenhan Jiang, Hang Xu, Xiaodan Liang, Liang Lin
2018Neural Information Processing Systems97 citations
Semantic Scholar
Semantic-aware Grad-GAN for Virtual-to-Real Urban Scene Adaption
Peilun Li, Xiaodan Liang, Dao-Yuan Jia, E. Xing
2018British Machine Vision Conference97 citations
Semantic Scholar
Reasoning-RCNN: Unifying Adaptive Global Reasoning Into Large-Scale Object Detection
Hang Xu, Chenhan Jiang, Xiaodan Liang, Liang Lin +1 more
2019Computer Vision and Pattern Recognition94 citations
Semantic Scholar
M3D-VTON: A Monocular-to-3D Virtual Try-On Network
Fuwei Zhao, Zhen-Yu Xie, Michael C. Kampffmeyer, Hao-Ye Dong +4 more
2021IEEE International Conference on Computer Vision92 citations Open access
Semantic Scholar
Product1M: Towards Weakly Supervised Instance-Level Product Retrieval via Cross-Modal Pretraining
Xunlin Zhan, Yangxin Wu, Xiao Dong, Yun-Chao Wei +4 more
2021IEEE International Conference on Computer Vision91 citations Open access
Semantic Scholar
SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection
Lewei Yao, Hang Xu, Wei Zhang, Xiaodan Liang +1 more
2019AAAI Conference on Artificial Intelligence90 citations Open access
Semantic Scholar
Exploring Geometry-aware Contrast and Clustering Harmonization for Self-supervised 3D Object Detection
Han-Xue Liang, Chenhan Jiang, Dapeng Feng, Xin Chen +5 more
2021IEEE International Conference on Computer Vision88 citations
Semantic Scholar
Unsupervised Domain Adaptation for Automatic Estimation of Cardiothoracic Ratio
Nanqing Dong, Michael C. Kampffmeyer, Xiaodan Liang, Zeya Wang +2 more
2018International Conference on Medical Image Computing and Computer-Assisted Intervention86 citations Open access
Semantic Scholar
Fashion Editing With Adversarial Parsing Learning
Hao-Ye Dong, Xiaodan Liang, Yixuan Zhang, Xu-Jie Zhang +4 more
2019Computer Vision and Pattern Recognition85 citations Open access
Semantic Scholar
Deep Generative Models with Learnable Knowledge Constraints
Zhiting Hu, Zichao Yang, R. Salakhutdinov, Xiaodan Liang +3 more
2018Neural Information Processing Systems83 citations
Semantic Scholar
Semantically-Aligned Universal Tree-Structured Solver for Math Word Problems
Jinghui Qin, Lihui Lin, Xiaodan Liang, Ru-Min Zhang +1 more
2020Conference on Empirical Methods in Natural Language Processing75 citations Open access
Semantic Scholar
SP-NAS: Serial-to-Parallel Backbone Search for Object Detection
Chenhan Jiang, Hang Xu, Wei Zhang, Xiaodan Liang +1 more
2020Computer Vision and Pattern Recognition74 citations
Semantic Scholar
Adaptive Temporal Encoding Network for Video Instance-level Human Parsing
Qi-Xian Zhou, Xiaodan Liang, Ke Gong, Liang Lin
2018ACM Multimedia71 citations Open access
Semantic Scholar
Towards Scalable Unpaired Virtual Try-On via Patch-Routed Spatially-Adaptive GAN
Zhen-Yu Xie, Zaiyu Huang, Fuwei Zhao, Hao-Ye Dong +2 more
2021Neural Information Processing Systems65 citations
Semantic Scholar
StepDeep: A Novel Spatial-temporal Mobility Event Prediction Framework based on Deep Neural Network
Bilong Shen, Xiaodan Liang, Yufeng Ouyang, Miaofeng Liu +2 more
2018Knowledge Discovery and Data Mining65 citations
Semantic Scholar
Real-to-Virtual Domain Unification for End-to-End Autonomous Driving
Luona Yang, Xiaodan Liang, Tai-Rui Wang, E. Xing
2018European Conference on Computer Vision61 citations Open access
Semantic Scholar
Bidirectional Graph Reasoning Network for Panoptic Segmentation
Yangxin Wu, Geng-Wei Zhang, Yiming Gao, Xiajun Deng +3 more
2020Computer Vision and Pattern Recognition60 citations Open access
Semantic Scholar
Interpretable Visual Question Answering by Reasoning on Dependency Trees
Qingxing Cao, Xiaodan Liang, Bai-Lin Li, Liang Lin
2018IEEE Transactions on Pattern Analysis and Machine Intelligence59 citations Open access
Semantic Scholar
Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation
Zhiting Hu, Haoran Shi, Bowen Tan, Wentao Wang +12 more
2018Annual Meeting of the Association for Computational Linguistics57 citations Open access
Semantic Scholar
M5Product: Self-harmonized Contrastive Learning for E-commercial Multi-modal Pretraining
Xiao Dong, Xunlin Zhan, Yangxin Wu, Yun-Chao Wei +5 more
2021Computer Vision and Pattern Recognition56 citations Open access
Semantic Scholar
Heterogeneous Graph Learning for Visual Commonsense Reasoning
Weijiang Yu, Jingwen Zhou, Weihao Yu, Xiaodan Liang +1 more
2019Neural Information Processing Systems54 citations
Semantic Scholar
Generative Semantic Manipulation with Mask-Contrasting GAN
Xiaodan Liang, H. Zhang, Liang Lin, E. Xing
2018European Conference on Computer Vision54 citations
Semantic Scholar
SODA10M: Towards Large-Scale Object Detection Benchmark for Autonomous Driving
Jian-Hua Han, Xi-Wen Liang, Hang Xu, Kai Chen +6 more
2021arXiv.org49 citations
Semantic Scholar
CTP: Towards Vision-Language Continual Pretraining via Compatible Momentum Contrast and Topology Preservation
Hong-Guang Zhu, Yun-Chao Wei, Xiaodan Liang, Chun-Jie Zhang +1 more
2023IEEE International Conference on Computer Vision47 citations Open access
Semantic Scholar
Neural Architecture Search for Adversarial Medical Image Segmentation
Nanqing Dong, Min Xu, Xiaodan Liang, Yi-Liang Jiang +2 more
2019International Conference on Medical Image Computing and Computer-Assisted Intervention42 citations
Semantic Scholar