Benjamin Z. Yao

39 papers A* 7A 3B 1Journal 19Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Beyond Perfect APIs: A Comprehensive Evaluation of LLM Agents Under Real-World API Complexity.
CoRR
Doyoung Kim, Zhiwei Ren, Jie Hao, Zhongkai Sun, Lichao Wang, Xiyao Ma, Zack Ye, Xu Han, Jun Yin, Heng Ji, Wei Shen, Xing Fan, Benjamin Z. Yao, Chenlei Guo
2026 J jnl
Know When You're Wrong: Aligning Confidence with Correctness for LLM Error Detection.
CoRR
Xiaohu Xie, Xiaohu Liu, Benjamin Z. Yao
2026 J jnl
PA3: Policy-Aware Agent Alignment through Chain-of-Thought.
CoRR
Shubhashis Roy Dipta, Daniel Bis, Kun Zhou, Lichao Wang, Benjamin Z. Yao, Chenlei Guo, Ruhi Sarikaya
2024 J jnl
A Self-Learning Framework for Large-Scale Conversational AI Systems.
IEEE Comput. Intell. Mag.
Xiaohu Liu, Chenlei Guo, Benjamin Z. Yao, Ruhi Sarikaya
2024 A* conf
Bringing Multimodality to Amazon Visual Search System.
KDD
Xinliang Zhu, Sheng-Wei Huang, Han Ding, Jinyu Yang, Kelvin Chen, Tao Zhou, Tal Neiman, Ouye Xie, Son Tran, Benjamin Z. Yao, Douglas Gray, Anuj Bindal, Arnab Dhua
2024 J jnl
Bringing Multimodality to Amazon Visual Search System.
CoRR
Xinliang Zhu, Michael Huang, Han Ding, Jinyu Yang, Kelvin Chen, Tao Zhou, Tal Neiman, Ouye Xie, Son Tran, Benjamin Z. Yao, Douglas Gray, Anuj Bindal, Arnab Dhua
2024 A* conf
Diffusion Models for Multi-Task Generative Modeling.
ICLR
Changyou Chen, Han Ding, Bunyamin Sisman, Yi Xu, Ouye Xie, Benjamin Z. Yao, Son Dinh Tran, Belinda Zeng
2024 J jnl
Diffusion Models for Multi-Task Generative Modeling.
CoRR
Changyou Chen, Han Ding, Bunyamin Sisman, Yi Xu, Ouye Xie, Benjamin Z. Yao, Son Dinh Tran, Belinda Zeng
2024 J jnl
Open Vocabulary Multi-Label Video Classification.
CoRR
Rohit Gupta, Mamshad Nayeem Rizve, Jayakrishnan Unnikrishnan, Ashish Tawari, Son Tran, Mubarak Shah, Benjamin Z. Yao, Trishul Chilimbi
2024 — conf
Open Vocabulary Multi-label Video Classification.
ECCV (39)
Rohit Gupta, Mamshad Nayeem Rizve, Jayakrishnan Unnikrishnan, Ashish Tawari, Son Tran, Mubarak Shah, Benjamin Z. Yao, Trishul Chilimbi
2024 A* conf
VidLA: Video-Language Alignment at Scale.
CVPR
Mamshad Nayeem Rizve, Fan Fei, Jayakrishnan Unnikrishnan, Son Tran, Benjamin Z. Yao, Belinda Zeng, Mubarak Shah, Trishul Chilimbi
2024 J jnl
VidLA: Video-Language Alignment at Scale.
CoRR
Mamshad Nayeem Rizve, Fan Fei, Jayakrishnan Unnikrishnan, Son Tran, Benjamin Z. Yao, Belinda Zeng, Mubarak Shah, Trishul Chilimbi
2024 — conf
X-Former: Unifying Contrastive and Reconstruction Learning for MLLMs.
ECCV (6)
Sirnam Swetha, Jinyu Yang, Tal Neiman, Mamshad Nayeem Rizve, Son Tran, Benjamin Z. Yao, Trishul Chilimbi, Mubarak Shah
2024 J jnl
X-Former: Unifying Contrastive and Reconstruction Learning for MLLMs.
CoRR
Sirnam Swetha, Jinyu Yang, Tal Neiman, Mamshad Nayeem Rizve, Son Tran, Benjamin Z. Yao, Trishul Chilimbi, Mubarak Shah
2023 — conf
KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness.
EMNLP (Findings)
Yichuan Li, Jialong Han, Kyumin Lee, Chengyuan Ma, Benjamin Z. Yao, Xiaohu Liu
2023 J jnl
KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness.
CoRR
Yichuan Li, Jialong Han, Kyumin Lee, Chengyuan Ma, Benjamin Z. Yao, Derek Liu
2023 — conf
PersonaPKT: Building Personalized Dialogue Agents via Parameter-efficient Knowledge Transfer.
SustaiNLP
Xu Han, Bin Guo, Yoon Jung, Benjamin Z. Yao, Yu Zhang, Xiaohu Liu, Chenlei Guo
2023 J jnl
PersonaPKT: Building Personalized Dialogue Agents via Parameter-efficient Knowledge Transfer.
CoRR
Xu Han, Bin Guo, Yoon Jung, Benjamin Z. Yao, Yu Zhang, Xiaohu Liu, Chenlei Guo
2022 B conf
Joint Goal Segmentation and Goal Success Prediction on Multi-Domain Conversations.
COLING
Meiguo Wang, Benjamin Z. Yao, Bin Guo, Xiaohu Liu, Yu Zhang, Tuan-Hung Pham, Chenlei Guo
2021 J jnl
Feedback-Based Self-Learning in Large-Scale Conversational AI Agents.
AI Mag.
Pragaash Ponnusamy, Alireza Roshan Ghias, Yi Yi, Benjamin Z. Yao, Chenlei Guo, Ruhi Sarikaya
2020 — conf
IQ-Net: A DNN Model for Estimating Interaction-level Dialogue Quality with Conversational Agents.
Converse@KDD
Yuan Ling, Benjamin Z. Yao, Guneet Singh Kohli, Tuan-Hung Pham, Chenlei Guo
2020 A* conf
Knowledge Distillation from Internal Representations.
AAAI
Gustavo Aguilar, Yuan Ling, Yu Zhang, Benjamin Z. Yao, Xing Fan, Chenlei Guo
2020 J jnl
Large-scale Hybrid Approach for Predicting User Satisfaction with Conversational Agents.
CoRR
Dookun Park, Hao Yuan, Dongmin Kim, Yinglei Zhang, Spyros Matsoukas, Young-Bum Kim, Ruhi Sarikaya, Edward Guo, Yuan Ling, Kevin Quinn, Pham Hung, Benjamin Z. Yao, Sungjin Lee
2019 J jnl
Knowledge Distillation from Internal Representations.
CoRR
Gustavo Aguilar, Yuan Ling, Yu Zhang, Benjamin Z. Yao, Xing Fan, Edward Guo
2016 J jnl
Compositional models and Structured learning for visual recognition.
Pattern Recognit.
Liang Lin, Jason J. Corso, Wangmeng Zuo, David Zhang, Benjamin Z. Yao
2014 J jnl
Animated Pose Templates for Modeling and Detecting Human Actions.
IEEE Trans. Pattern Anal. Mach. Intell.
Benjamin Z. Yao, Bruce X. Nie, Zicheng Liu, Song-Chun Zhu
2013 J jnl
Auto learning temporal atomic actions for activity classification.
Pattern Recognit.
Jiangen Zhang, Benjamin Z. Yao, Yongtian Wang
2013 J jnl
Learning and parsing video events with goal and intent prediction.
Comput. Vis. Image Underst.
Mingtao Pei, Zhangzhang Si, Benjamin Z. Yao, Song-Chun Zhu
2012 A conf
Modelling Atomic Actions for Activity Classification.
ICME
Jiangen Zhang, Benjamin Z. Yao, Yongtian Wang
2012 A conf
Reconfigurable templates for robust vehicle detection and classification.
WACV
Yang Lv, Benjamin Z. Yao, Yongtian Wang, Song-Chun Zhu
2011 — conf
Inferring social roles in long timespan video sequence.
ICCV Workshops
Jiangen Zhang, Wenze Hu, Benjamin Z. Yao, Yongtian Wang, Song-Chun Zhu
2011 A* conf
Unsupervised learning of event AND-OR grammar and semantics from video.
ICCV
Zhangzhang Si, Mingtao Pei, Benjamin Z. Yao, Song-Chun Zhu
2010 A conf
Action detection using multiple spatial-temporal interest point features.
ICME
Liangliang Cao, Yingli Tian, Zicheng Liu, Benjamin Z. Yao, Zhengyou Zhang, Thomas S. Huang
2010 J jnl
I2T: Image Parsing to Text Description.
Proc. IEEE
Benjamin Z. Yao, Xiong Yang, Liang Lin, Mun Wai Lee, Song Chun Zhu
2009 — conf
Image parsing with stochastic grammar: The Lotus Hill dataset and inference scheme.
CVPR Workshops
Benjamin Z. Yao, Xiong Yang, Tianfu Wu
2009 A* conf
Learning deformable action templates from cluttered videos.
ICCV
Benjamin Z. Yao, Song Chun Zhu
2008 A* conf
A hierarchical and contextual model for aerial image understanding.
CVPR
Jake Porway, Kristy Wang, Benjamin Z. Yao, Song Chun Zhu
2008 — conf
Learning a scene contextual model for tracking and abnormality detection.
CVPR Workshops
Benjamin Z. Yao, Liang Wang, Song-Chun Zhu
2007 — conf
Introduction to a Large-Scale General Purpose Ground Truth Database: Methodology, Annotation Tool and Benchmarks.
EMMCVPR
Benjamin Z. Yao, Xiong Yang, Song Chun Zhu