Finding Photo Sets of Events by Minimizing Misrecognition from Neighbor Events. - Bei Liu 001; Makoto P. Kato; Katsumi Tanaka (WAIM, 2014)

Cognition-Aware Summarization of Photos Representing Events. - Bei Liu 001; Makoto P. Kato; Katsumi Tanaka (IEICE Trans. Inf. Syst., 2016)

Beyond Narrative Description: Generating Poetry from Images by Multi-Adversarial Training. - Bei Liu 001; Jianlong Fu; Makoto P. Kato; Masatoshi Yoshikawa (ACM Multimedia, 2018)

WSOD2: Learning Bottom-Up and Top-Down Objectness Distillation for Weakly-Supervised Object Detection. - Zhaoyang Zeng; Bei Liu 001; Jianlong Fu; Hongyang Chao; Lei Zhang 001 (ICCV, 2019)

Emotion Reinforced Visual Storytelling. - Nanxing Li; Bei Liu 001; Zhizhong Han; Yu-Shen Liu; Jianlong Fu (ICMR, 2019)

SMP Challenge: An Overview of Social Media Prediction Challenge 2019. - Bo Wu 018; Wen-Huang Cheng; Peiye Liu; Bei Liu 001; Zhaoyang Zeng; Jiebo Luo 001 (ACM Multimedia, 2019)

Neural Storyboard Artist: Visualizing Stories with Coherent Image Sequences. - Shizhe Chen; Bei Liu 001; Jianlong Fu; Ruihua Song; Qin Jin; Pingping Lin; Xiaoyu Qi; Chunting Wang; Jin Zhou (ACM Multimedia, 2019)

Activitynet 2019 Task 3: Exploring Contexts for Dense Captioning Events in Videos. - Shizhe Chen; Yuqing Song 003; Yida Zhao; Qin Jin; Zhaoyang Zeng; Bei Liu 001; Jianlong Fu; Alexander G. Hauptmann (CoRR, 2019)

WSOD^2: Learning Bottom-up and Top-down Objectness Distillation for Weakly-supervised Object Detection. - Zhaoyang Zeng; Bei Liu 001; Jianlong Fu; Hongyang Chao; Lei Zhang 001 (CoRR, 2019)

Learning Rich Image Region Representation for Visual Question Answering. - Bei Liu 001; Zhicheng Huang 002; Zhaoyang Zeng; Zheyu Chen 004; Jianlong Fu (CoRR, 2019)

Aesthetic-Aware Image Style Transfer. - Zhiyuan Hu; Jia Jia 001; Bei Liu 001; Yaohua Bu; Jianlong Fu (ACM Multimedia, 2020)

Pixel-BERT: Aligning Image Pixels with Text by Deep Multi-Modal Transformers. - Zhicheng Huang 002; Zhaoyang Zeng; Bei Liu 001; Dongmei Fu; Jianlong Fu (CoRR, 2020)

Seeing Out of the Box: End-to-End Pre-Training for Vision-Language Representation Learning. - Zhicheng Huang 002; Zhaoyang Zeng; Yupan Huang; Bei Liu 001; Dongmei Fu; Jianlong Fu (CVPR, 2021)

MMPT'21: International Joint Workshop on Multi-Modal Pre-Training for Multimedia Understanding. - Bei Liu 001; Jianlong Fu; Shizhe Chen; Qin Jin; Alexander G. Hauptmann; Yong Rui (ICMR, 2021)

A Picture is Worth a Thousand Words: A Unified System for Diverse Captions and Rich Images Generation. - Yupan Huang; Bei Liu 001; Jianlong Fu; Yutong Lu (ACM Multimedia, 2021)

Unifying Multimodal Transformer for Bi-directional Image and Text Generation. - Yupan Huang; Hongwei Xue; Bei Liu 001; Yutong Lu (ACM Multimedia, 2021)

Learning Fine-Grained Motion Embedding for Landscape Animation. - Hongwei Xue; Bei Liu 001; Huan Yang 005; Jianlong Fu; Houqiang Li; Jiebo Luo 001 (ACM Multimedia, 2021)

Searching the Search Space of Vision Transformer. - Minghao Chen; Kan Wu; Bolin Ni; Houwen Peng; Bei Liu 001; Jianlong Fu; Hongyang Chao; Haibin Ling (NeurIPS, 2021)

Probing Inter-modality: Visual Parsing with Self-Attention for Vision-and-Language Pre-training. - Hongwei Xue; Yupan Huang; Bei Liu 001; Houwen Peng; Jianlong Fu; Houqiang Li; Jiebo Luo 001 (NeurIPS, 2021)

Probing Inter-modality: Visual Parsing with Self-Attention for Vision-Language Pre-training. - Hongwei Xue; Yupan Huang; Bei Liu 001; Houwen Peng; Jianlong Fu; Houqiang Li; Jiebo Luo 001 (CoRR, 2021)

Reference-Based Defect Detection Network. - Zhaoyang Zeng; Bei Liu 001; Jianlong Fu; Hongyang Chao (IEEE Trans. Image Process., 2021)

Advancing High-Resolution Video-Language Representation with Large-Scale Video Transcriptions. - Hongwei Xue; Tiankai Hang; Yanhong Zeng; Yuchong Sun; Bei Liu 001; Huan Yang 005; Jianlong Fu; Baining Guo (CVPR, 2022)

AI Illustrator: Translating Raw Descriptions into Images by Prompt-based Cross-Modal Generation. - Yiyang Ma; Huan Yang 005; Bei Liu 001; Jianlong Fu; Jiaying Liu 001 (ACM Multimedia, 2022)

Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive Learning. - Yuchong Sun; Hongwei Xue; Ruihua Song; Bei Liu 001; Huan Yang 005; Jianlong Fu (NeurIPS, 2022)

Exploring Anchor-based Detection for Ego4D Natural Language Query. - Sipeng Zheng; Qi Zhang; Bei Liu 001; Qin Jin; Jianlong Fu (CoRR, 2022)

CLIP-ViP: Adapting Pre-trained Image-Text Model to Video-Language Representation Alignment. - Hongwei Xue; Yuchong Sun; Bei Liu 001; Jianlong Fu; Ruihua Song; Houqiang Li; Jiebo Luo 001 (CoRR, 2022)

MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation. - Ludan Ruan; Yiyang Ma; Huan Yang 005; Huiguo He; Bei Liu 001; Jianlong Fu; Nicholas Jing Yuan; Qin Jin; Baining Guo (CVPR, 2023)

Anchor-Based Detection for Natural Language Localization in Ego-Centric Videos. - Bei Liu 001; Sipeng Zheng; Jianlong Fu; Wen-Huang Cheng (ICCE, 2023)

SINC: Self-Supervised In-Context Learning for Vision-Language Tasks. - Yi-Syuan Chen; Yun-Zhu Song; Cheng Yu Yeo; Bei Liu 001; Jianlong Fu; Hong-Han Shuai (ICCV, 2023)

Improving Diversity in Zero-Shot GAN Adaptation with Semantic Variations. - Seogkyu Jeon; Bei Liu 001; Pilhyeon Lee; Kibeom Hong; Jianlong Fu; Hyeran Byun (ICCV, 2023)

CLIP-ViP: Adapting Pre-trained Image-Text Model to Video-Language Alignment. - Hongwei Xue; Yuchong Sun; Bei Liu 001; Jianlong Fu; Ruihua Song; Houqiang Li; Jiebo Luo 001 (ICLR, 2023)

SMP Challenge: An Overview and Analysis of Social Media Prediction Challenge. - Bo Wu 018; Peiye Liu; Wen-Huang Cheng; Bei Liu 001; Zhaoyang Zeng; Jia Wang; Qiushi Huang; Jiebo Luo 001 (ACM Multimedia, 2023)

AlphaBlock: Embodied Finetuning for Vision-Language Reasoning in Robot Manipulation. - Chuhao Jin; Wenhui Tan; Jiange Yang; Bei Liu 001; Ruihua Song; Limin Wang 002; Jianlong Fu (CoRR, 2023)

Balancing Reconstruction and Editing Quality of GAN Inversion for Real Image Editing with StyleGAN Prior Latent Space. - Kai Katsumata; Duc Minh Vo; Bei Liu 001; Hideki Nakayama (CoRR, 2023)

Pave the Way to Grasp Anything: Transferring Foundation Models for Universal Pick-Place Robots. - Jiange Yang; Wenhui Tan; Chuhao Jin; Bei Liu 001; Jianlong Fu; Ruihua Song; Limin Wang 002 (CoRR, 2023)

Revisiting Latent Space of GAN Inversion for Real Image Editing. - Kai Katsumata; Duc Minh Vo; Bei Liu 001; Hideki Nakayama (CoRR, 2023)

Language-Guided Face Animation by Recurrent StyleGAN-Based Generator. - Tiankai Hang; Huan Yang 005; Bei Liu 001; Jianlong Fu; Xin Geng 001; Baining Guo (IEEE Trans. Multim., 2023)

Capture Concept Through Comparison: Vision-and-Language Representation Learning with Intrinsic Information Mining. - Yun-Zhu Song; Yi-Syuan Chen; Tzu-Ling Lin; Bei Liu 001; Jianlong Fu; Hong-Han Shuai (ACCV (3), 2024)

SMP Challenge Summary: Social Media Prediction Challenge. - Bo Wu 018; Peiye Liu; Qiushi Huang; Zhaoyang Zeng; Jia Wang; Bei Liu 001; Jiebo Luo 001; Wen-Huang Cheng (ACM Multimedia, 2024)

ViCo: Engaging Video Comment Generation with Human Preference Rewards. - Yuchong Sun; Bei Liu 001; Xu Chen 017; Ruihua Song; Jianlong Fu (MMAsia, 2024)

Revisiting Latent Space of GAN Inversion for Robust Real Image Editing. - Kai Katsumata; Duc Minh Vo; Bei Liu 001; Hideki Nakayama (WACV, 2024)

Spatiotemporal Predictive Pre-training for Robotic Motor Control. - Jiange Yang; Bei Liu 001; Jianlong Fu; Bocheng Pan; Gangshan Wu; Limin Wang 002 (CoRR, 2024)

Multi-task Manipulation Policy Modeling with Visuomotor Latent Diffusion. - Wenhui Tan; Bei Liu 001; Junbo Zhang; Ruihua Song; Jianlong Fu (CoRR, 2024)

RoLD: Robot Latent Diffusion for Multi-task Policy Modeling. - Wenhui Tan; Bei Liu 001; Junbo Zhang; Ruihua Song; Jianlong Fu (MMM (3), 2025)

Transferring Foundation Models for Generalizable Robotic Manipulation. - Jiange Yang; Wenhui Tan; Chuhao Jin; Keling Yao; Bei Liu 001; Jianlong Fu; Ruihua Song; Gangshan Wu; Limin Wang 001 (WACV, 2025)