Introduction to a Large-Scale General Purpose Ground Truth Database: Methodology, Annotation Tool and Benchmarks. - Benjamin Z. Yao; Xiong Yang; Song Chun Zhu (EMMCVPR, 2007)

A hierarchical and contextual model for aerial image understanding. - Jake Porway; Kristy Wang; Benjamin Z. Yao; Song Chun Zhu (CVPR, 2008)

Learning a scene contextual model for tracking and abnormality detection. - Benjamin Z. Yao; Liang Wang; Song-Chun Zhu (CVPR Workshops, 2008)

Image parsing with stochastic grammar: The Lotus Hill dataset and inference scheme. - Benjamin Z. Yao; Xiong Yang; Tianfu Wu 003 (CVPR Workshops, 2009)

Learning deformable action templates from cluttered videos. - Benjamin Z. Yao; Song Chun Zhu (ICCV, 2009)

Action detection using multiple spatial-temporal interest point features. - Liangliang Cao; Yingli Tian; Zicheng Liu 001; Benjamin Z. Yao; Zhengyou Zhang; Thomas S. Huang (ICME, 2010)

I2T: Image Parsing to Text Description. - Benjamin Z. Yao; Xiong Yang; Liang Lin; Mun Wai Lee; Song Chun Zhu (Proc. IEEE, 2010)

Unsupervised learning of event AND-OR grammar and semantics from video. - Zhangzhang Si; Mingtao Pei; Benjamin Z. Yao; Song-Chun Zhu (ICCV, 2011)

Inferring social roles in long timespan video sequence. - Jiangen Zhang; Wenze Hu; Benjamin Z. Yao; Yongtian Wang; Song-Chun Zhu (ICCV Workshops, 2011)

Modelling Atomic Actions for Activity Classification. - Jiangen Zhang; Benjamin Z. Yao; Yongtian Wang (ICME, 2012)

Reconfigurable templates for robust vehicle detection and classification. - Yang Lv; Benjamin Z. Yao; Yongtian Wang; Song-Chun Zhu (WACV, 2012)

Learning and parsing video events with goal and intent prediction. - Mingtao Pei; Zhangzhang Si; Benjamin Z. Yao; Song-Chun Zhu (Comput. Vis. Image Underst., 2013)

Auto learning temporal atomic actions for activity classification. - Jiangen Zhang; Benjamin Z. Yao; Yongtian Wang (Pattern Recognit., 2013)

Animated Pose Templates for Modeling and Detecting Human Actions. - Benjamin Z. Yao; Bruce X. Nie; Zicheng Liu 001; Song-Chun Zhu (IEEE Trans. Pattern Anal. Mach. Intell., 2014)

Compositional models and Structured learning for visual recognition. - Liang Lin; Jason J. Corso; Wangmeng Zuo; David Zhang 001; Benjamin Z. Yao (Pattern Recognit., 2016)

Knowledge Distillation from Internal Representations. - Gustavo Aguilar; Yuan Ling; Yu Zhang; Benjamin Z. Yao; Xing Fan; Edward Guo (CoRR, 2019)

Knowledge Distillation from Internal Representations. - Gustavo Aguilar; Yuan Ling; Yu Zhang; Benjamin Z. Yao; Xing Fan; Chenlei Guo (AAAI, 2020)

IQ-Net: A DNN Model for Estimating Interaction-level Dialogue Quality with Conversational Agents. - Yuan Ling; Benjamin Z. Yao; Guneet Singh Kohli; Tuan-Hung Pham; Chenlei Guo (Converse@KDD, 2020)

Large-scale Hybrid Approach for Predicting User Satisfaction with Conversational Agents. - Dookun Park; Hao Yuan; Dongmin Kim; Yinglei Zhang; Spyros Matsoukas; Young-Bum Kim; Ruhi Sarikaya; Edward Guo; Yuan Ling; Kevin Quinn 003; Pham Hung; Benjamin Z. Yao; et al. (CoRR, 2020)

Feedback-Based Self-Learning in Large-Scale Conversational AI Agents. - Pragaash Ponnusamy; Alireza Roshan Ghias; Yi Yi; Benjamin Z. Yao; Chenlei Guo; Ruhi Sarikaya (AI Mag., 2021)

Joint Goal Segmentation and Goal Success Prediction on Multi-Domain Conversations. - Meiguo Wang; Benjamin Z. Yao; Bin Guo; Xiaohu Liu; Yu Zhang; Tuan-Hung Pham; Chenlei Guo (COLING, 2022)

KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness. - Yichuan Li 001; Jialong Han; Kyumin Lee; Chengyuan Ma; Benjamin Z. Yao; Xiaohu Liu (EMNLP (Findings), 2023)

PersonaPKT: Building Personalized Dialogue Agents via Parameter-efficient Knowledge Transfer. - Xu Han; Bin Guo; Yoon Jung; Benjamin Z. Yao; Yu Zhang; Xiaohu Liu; Chenlei Guo (SustaiNLP, 2023)

KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness. - Yichuan Li 001; Jialong Han; Kyumin Lee; Chengyuan Ma; Benjamin Z. Yao; Derek Liu (CoRR, 2023)

VidLA: Video-Language Alignment at Scale. - Mamshad Nayeem Rizve; Fan Fei 002; Jayakrishnan Unnikrishnan; Son Tran; Benjamin Z. Yao; Belinda Zeng; Mubarak Shah; Trishul Chilimbi (CVPR, 2024)

Open Vocabulary Multi-label Video Classification. - Rohit Gupta 012; Mamshad Nayeem Rizve; Jayakrishnan Unnikrishnan; Ashish Tawari; Son Tran; Mubarak Shah; Benjamin Z. Yao; Trishul Chilimbi (ECCV (39), 2024)

X-Former: Unifying Contrastive and Reconstruction Learning for MLLMs. - Sirnam Swetha; Jinyu Yang; Tal Neiman; Mamshad Nayeem Rizve; Son Tran; Benjamin Z. Yao; Trishul Chilimbi; Mubarak Shah (ECCV (6), 2024)

Diffusion Models for Multi-Task Generative Modeling. - Changyou Chen; Han Ding 004; Bunyamin Sisman; Yi Xu 011; Ouye Xie; Benjamin Z. Yao; Son Dinh Tran; Belinda Zeng (ICLR, 2024)

Bringing Multimodality to Amazon Visual Search System. - Xinliang Zhu; Sheng-Wei Huang; Han Ding 004; Jinyu Yang; Kelvin Chen; Tao Zhou; Tal Neiman; Ouye Xie; Son Tran; Benjamin Z. Yao; Douglas Gray 001; Anuj Bindal; et al. (KDD, 2024)

Bringing Multimodality to Amazon Visual Search System. - Xinliang Zhu; Michael Huang; Han Ding 004; Jinyu Yang; Kelvin Chen; Tao Zhou; Tal Neiman; Ouye Xie; Son Tran; Benjamin Z. Yao; Douglas Gray 001; Anuj Bindal; et al. (CoRR, 2024)

A Self-Learning Framework for Large-Scale Conversational AI Systems. - Xiaohu Liu; Chenlei Guo; Benjamin Z. Yao; Ruhi Sarikaya (IEEE Comput. Intell. Mag., 2024)