Yinfei Yang - RankMe

157 papers A* 25A 4B 1Journal 91Unranked 36

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Learning Structured Reasoning via Tractable Trajectory Control. CoRR Po-Nien Kung, Zhen Yang, Jeffrey Luo, Cheng-Fu Yang, Haikang Deng, Zi-Yi Dou, Yinfei Yang, Nanyun Peng, Zhe Gan, Kai-Wei Chang
2025	J	`jnl`	AToken: A Unified Tokenizer for Vision. CoRR Jiasen Lu, Liangchen Song, Mingze Xu, Byeongjoo Ahn, Yanjun Wang, Chen Chen, Afshin Dehghan, Yinfei Yang
2025	J	`jnl`	Advancing Egocentric Video Question Answering with Multimodal Large Language Models. CoRR Alkesh Patel, Vibhav Chitalia, Yinfei Yang
2025	J	`jnl`	Autoregressive Video Generation beyond Next Frames Prediction. CoRR Sucheng Ren, Chen Chen, Zhenbang Wang, Liangchen Song, Xiangxin Zhu, Alan L. Yuille, Yinfei Yang, Jiasen Lu
2025	J	`jnl`	CAR-Flow: Condition-Aware Reparameterization Aligns Source and Target for Better Flow Matching. CoRR Chen Chen, Pengsheng Guo, Liangchen Song, Jiasen Lu, Rui Qian, Xinze Wang, Tsu-Jui Fu, Wei Liu, Yinfei Yang, Alex Schwing
2025	—	`conf`	CLIP-UP: A Simple and Efficient Mixture-of-Experts CLIP Training Recipe with Sparse Upcycling. EMNLP (Findings) Xinze Wang, Chen Chen, Yinfei Yang, Hong-You Chen, Bowen Zhang, Aditya Pal, Xiangxin Zhu, Xianzhi Du
2025	J	`jnl`	CLIP-UP: A Simple and Efficient Mixture-of-Experts CLIP Training Recipe with Sparse Upcycling. CoRR Xinze Wang, Chen Chen, Yinfei Yang, Hong-You Chen, Bowen Zhang, Aditya Pal, Xiangxin Zhu, Xianzhi Du
2025	A*	`conf`	Contrastive Localized Language-Image Pre-Training. ICML Hong-You Chen, Zhengfeng Lai, Haotian Zhang, Xinze Wang, Marcin Eichner, Keen You, Meng Cao, Bowen Zhang, Yinfei Yang, Zhe Gan
2025	J	`jnl`	DeepMMSearch-R1: Empowering Multimodal LLMs in Multimodal Web Search. CoRR Kartik Narayan, Yang Xu, Tian Cao, Kavya Nerella, Vishal M. Patel, Navid Shiee, Peter Grasch, Chao Jia, Yinfei Yang, Zhe Gan
2025	J	`jnl`	DiT-Air: Revisiting the Efficiency of Diffusion Model Architecture Design in Text to Image Generation. CoRR Chen Chen, Rui Qian, Wenze Hu, Tsu-Jui Fu, Jialing Tong, Xinze Wang, Lezhi Li, Bowen Zhang, Alex Schwing, Wei Liu, Yinfei Yang
2025	A*	`conf`	Ferret-UI 2: Mastering Universal User Interface Understanding Across Platforms. ICLR Zhangheng Li, Keen You, Haotian Zhang, Di Feng, Harsh Agrawal, Xiujun Li, Mohana Prasad Sathya Moorthy, Jeffrey Nichols, Yinfei Yang, Zhe Gan
2025	J	`jnl`	Ferret-UI Lite: Lessons from Building Small On-Device GUI Agents. CoRR Zhen Yang, Zi-Yi Dou, Di Feng, Forrest Huang, Anh Nguyen, Keen You, Omar Attia, Yuhao Yang, Michael Feng, Haotian Zhang, Ram Ramrakhya, Chao Jia, Jeffrey Nichols, Alexander Toshev, Yinfei Yang, Zhe Gan
2025	J	`jnl`	GIE-Bench: Towards Grounded Evaluation for Text-Guided Image Editing. CoRR Yusu Qian, Jiasen Lu, Tsu-Jui Fu, Xinze Wang, Chen Chen, Yinfei Yang, Wenze Hu, Zhe Gan
2025	—	`conf`	Improve Vision Language Model Chain-of-thought Reasoning. ACL (1) Ruohong Zhang, Bowen Zhang, Yanghao Li, Haotian Zhang, Zhiqing Sun, Zhe Gan, Yinfei Yang, Ruoming Pang, Yiming Yang
2025	J	`jnl`	MANZANO: A Simple and Scalable Unified Multimodal Model with a Hybrid Vision Tokenizer. CoRR Yanghao Li, Rui Qian, Bowen Pan, Haotian Zhang, Haoshuo Huang, Bowen Zhang, Jialing Tong, Haoxuan You, Xianzhi Du, Zhe Gan, Hyunjik Kim, Chao Jia, Zhenbang Wang, Yinfei Yang, Mingfei Gao, Zi-Yi Dou, Wenze Hu, Chang Gao, Dongxu Li, Philipp Dufter, Zirui Wang, Guoli Yin, Zhengdong Zhang, Chen Chen, Yang Zhao, Ruoming Pang, Zhifeng Chen
2025	A*	`conf`	MIA-Bench: Towards Better Instruction Following Evaluation of Multimodal LLMs. ICLR Yusu Qian, Hanrong Ye, Jean-Philippe Fauconnier, Peter Grasch, Yinfei Yang, Zhe Gan
2025	J	`jnl`	MM-Spatial: Exploring 3D Spatial Understanding in Multimodal LLMs. CoRR Erik A. Daxberger, Nina Wenzel, David Griffiths, Haiming Gang, Justin Lazarow, Gefen Kohavi, Kai Kang, Marcin Eichner, Yinfei Yang, Afshin Dehghan, Peter Grasch
2025	A*	`conf`	MMEgo: Towards Building Egocentric Multimodal LLMs for Video QA. ICLR Hanrong Ye, Haotian Zhang, Erik A. Daxberger, Lin Chen, Zongyu Lin, Yanghao Li, Bowen Zhang, Haoxuan You, Dan Xu, Zhe Gan, Jiasen Lu, Yinfei Yang
2025	A*	`conf`	Multimodal Autoregressive Pre-training of Large Vision Encoders. CVPR Enrico Fini, Mustafa Shukor, Xiujun Li, Philipp Dufter, Michal Klein, David Haldimann, Sai Aitharaju, Victor G. Turrisi da Costa, Louis Béthune, Zhe Gan, Alexander Toshev, Marcin Eichner, Moin Nabi, Yinfei Yang, Joshua M. Susskind, Alaaeldin El-Nouby
2025	J	`jnl`	Pico-Banana-400K: A Large-Scale Dataset for Text-Guided Image Editing. CoRR Yusu Qian, Eli Bocek-Rivele, Liangchen Song, Jialing Tong, Yinfei Yang, Jiasen Lu, Wenze Hu, Zhe Gan
2025	A*	`conf`	Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models. ICLR Zhengfeng Lai, Vasileios Saveris, Chen Chen, Hong-You Chen, Haotian Zhang, Bowen Zhang, Wenze Hu, Juan Lao Tebar, Zhe Gan, Peter Grasch, Meng Cao, Yinfei Yang
2025	—	`conf`	SDSP: Scalable and Diverse Synthetic Pairwise Text Generation from Web Corpus Using Large Language Model. ICONIP (1) Xiaoxu Wu, Xi Li, Wentao Wu, Aleksei Timofeev, Yinfei Yang, Meng Cao, Ping Huang, Si Liu, Jiulong Shan
2025	J	`jnl`	SO-Bench: A Structural Output Evaluation of Multimodal LLMs. CoRR Di Feng, Kaixin Ma, Feng Nan, Haofeng Chen, Bohan Zhai, David Griffiths, Mingfei Gao, Zhe Gan, Eshan Verma, Yinfei Yang, Zhifeng Chen, Afshin Dehghan
2025	J	`jnl`	Score Distillation of Flow Matching Models. CoRR Mingyuan Zhou, Yi Gu, Huangjie Zheng, Liangchen Song, Guande He, Yizhe Zhang, Wenze Hu, Yinfei Yang
2025	J	`jnl`	SlowFast-LLaVA-1.5: A Family of Token-Efficient Video Large Language Models for Long-Form Video Understanding. CoRR Mingze Xu, Mingfei Gao, Shiyu Li, Jiasen Lu, Zhe Gan, Zhengfeng Lai, Meng Cao, Kai Kang, Yinfei Yang, Afshin Dehghan
2025	J	`jnl`	UltraCUA: A Foundation Model for Computer Use Agents with Hybrid Action. CoRR Yuhao Yang, Zhen Yang, Zi-Yi Dou, Anh Nguyen, Keen You, Omar Attia, Andrew Szot, Michael Feng, Ram Ramrakhya, Alexander Toshev, Chao Huang, Yinfei Yang, Zhe Gan
2025	J	`jnl`	UniGen-1.5: Enhancing Image Generation and Editing through Reward Unification in Reinforcement Learning. CoRR Rui Tian, Mingfei Gao, Haiming Gang, Jiasen Lu, Zhe Gan, Yinfei Yang, Zuxuan Wu, Afshin Dehghan
2025	J	`jnl`	UniGen: Enhanced Training & Test-Time Strategies for Unified Multimodal Understanding and Generation. CoRR Rui Tian, Mingfei Gao, Mingze Xu, Jiaming Hu, Jiasen Lu, Zuxuan Wu, Yinfei Yang, Afshin Dehghan
2025	J	`jnl`	UniVG: A Generalist Diffusion Model for Unified Image Generation and Editing. CoRR Tsu-Jui Fu, Yusu Qian, Chen Chen, Wenze Hu, Zhe Gan, Yinfei Yang
2024	A*	`conf`	Compressing LLMs: The Truth is Rarely Pure and Never Simple. ICLR Ajay Kumar Jaiswal, Zhe Gan, Xianzhi Du, Bowen Zhang, Zhangyang Wang, Yinfei Yang
2024	J	`jnl`	Contrastive Localized Language-Image Pre-Training. CoRR Hong-You Chen, Zhengfeng Lai, Haotian Zhang, Xinze Wang, Marcin Eichner, Keen You, Meng Cao, Bowen Zhang, Yinfei Yang, Zhe Gan
2024	A	`conf`	Empowering Unsupervised Domain Adaptation with Large-scale Pre-trained Vision-Language Models. WACV Zhengfeng Lai, Haoping Bai, Haotian Zhang, Xianzhi Du, Jiulong Shan, Yinfei Yang, Chen-Nee Chuah, Meng Cao
2024	J	`jnl`	Ferret-UI 2: Mastering Universal User Interface Understanding Across Platforms. CoRR Zhangheng Li, Keen You, Haotian Zhang, Di Feng, Harsh Agrawal, Xiujun Li, Mohana Prasad Sathya Moorthy, Jeff Nichols, Yinfei Yang, Zhe Gan
2024	—	`conf`	Ferret-UI: Grounded Mobile UI Understanding with Multimodal LLMs. ECCV (64) Keen You, Haotian Zhang, Eldon Schoop, Floris Weers, Amanda Swearngin, Jeffrey Nichols, Yinfei Yang, Zhe Gan
2024	J	`jnl`	Ferret-UI: Grounded Mobile UI Understanding with Multimodal LLMs. CoRR Keen You, Haotian Zhang, Eldon Schoop, Floris Weers, Amanda Swearngin, Jeffrey Nichols, Yinfei Yang, Zhe Gan
2024	J	`jnl`	Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models. CoRR Haotian Zhang, Haoxuan You, Philipp Dufter, Bowen Zhang, Chen Chen, Hong-You Chen, Tsu-Jui Fu, William Yang Wang, Shih-Fu Chang, Zhe Gan, Yinfei Yang
2024	A*	`conf`	Ferret: Refer and Ground Anything Anywhere at Any Granularity. ICLR Haoxuan You, Haotian Zhang, Zhe Gan, Xianzhi Du, Bowen Zhang, Zirui Wang, Liangliang Cao, Shih-Fu Chang, Yinfei Yang
2024	A*	`conf`	Guiding Instruction-based Image Editing via Multimodal Large Language Models. ICLR Tsu-Jui Fu, Wenze Hu, Xianzhi Du, William Yang Wang, Yinfei Yang, Zhe Gan
2024	J	`jnl`	How Easy is It to Fool Your Multimodal LLMs? An Empirical Analysis on Deceptive Prompts. CoRR Yusu Qian, Haotian Zhang, Yinfei Yang, Zhe Gan
2024	J	`jnl`	Improve Vision Language Model Chain-of-thought Reasoning. CoRR Ruohong Zhang, Bowen Zhang, Yanghao Li, Haotian Zhang, Zhiqing Sun, Zhe Gan, Yinfei Yang, Ruoming Pang, Yiming Yang
2024	J	`jnl`	MIA-Bench: Towards Better Instruction Following Evaluation of Multimodal LLMs. CoRR Yusu Qian, Hanrong Ye, Jean-Philippe Fauconnier, Peter Grasch, Yinfei Yang, Zhe Gan
2024	J	`jnl`	MM-Ego: Towards Building Egocentric Multimodal LLMs. CoRR Hanrong Ye, Haotian Zhang, Erik A. Daxberger, Lin Chen, Zongyu Lin, Yanghao Li, Bowen Zhang, Haoxuan You, Dan Xu, Zhe Gan, Jiasen Lu, Yinfei Yang
2024	J	`jnl`	MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning. CoRR Haotian Zhang, Mingfei Gao, Zhe Gan, Philipp Dufter, Nina Wenzel, Forrest Huang, Dhruti Shah, Xianzhi Du, Bowen Zhang, Yanghao Li, Sam Dodge, Keen You, Zhen Yang, Aleksei Timofeev, Mingze Xu, Hong-You Chen, Jean-Philippe Fauconnier, Zhengfeng Lai, Haoxuan You, Zirui Wang, Afshin Dehghan, Peter Grasch, Yinfei Yang
2024	J	`jnl`	MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training. CoRR Brandon McKinzie, Zhe Gan, Jean-Philippe Fauconnier, Sam Dodge, Bowen Zhang, Philipp Dufter, Dhruti Shah, Xianzhi Du, Futang Peng, Floris Weers, Anton Belyi, Haotian Zhang, Karanjeet Singh, Doug Kang, Ankur Jain, Hongyu Hè, Max Schwarzer, Tom Gunter, Xiang Kong, Aonan Zhang, Jianyu Wang, Chong Wang, Nan Du, Tao Lei, Sam Wiseman, Guoli Yin, Mark Lee, Zirui Wang, Ruoming Pang, Peter Grasch, Alexander Toshev, Yinfei Yang
2024	—	`conf`	MM1: Methods, Analysis and Insights from Multimodal LLM Pre-training. ECCV (29) Brandon McKinzie, Zhe Gan, Jean-Philippe Fauconnier, Sam Dodge, Bowen Zhang, Philipp Dufter, Dhruti Shah, Xianzhi Du, Futang Peng, Anton Belyi, Haotian Zhang, Karanjeet Singh, Doug Kang, Hongyu Hè, Max Schwarzer, Tom Gunter, Xiang Kong, Aonan Zhang, Jianyu Wang, Chong Wang, Nan Du, Tao Lei, Sam Wiseman, Mark Lee, Zirui Wang, Ruoming Pang, Peter Grasch, Alexander Toshev, Yinfei Yang
2024	A*	`conf`	MOFI: Learning Image Representations from Noisy Entity Annotated Images. ICLR Wentao Wu, Aleksei Timofeev, Chen Chen, Bowen Zhang, Kun Duan, Shuangning Liu, Yantao Zheng, Jonathon Shlens, Xianzhi Du, Yinfei Yang
2024	J	`jnl`	Multimodal Autoregressive Pre-training of Large Vision Encoders. CoRR Enrico Fini, Mustafa Shukor, Xiujun Li, Philipp Dufter, Michal Klein, David Haldimann, Sai Aitharaju, Victor Guilherme Turrisi da Costa, Louis Béthune, Zhe Gan, Alexander T. Toshev, Marcin Eichner, Moin Nabi, Yinfei Yang, Joshua M. Susskind, Alaaeldin El-Nouby
2024	—	`conf`	On the Intractability to Synthesize Factual Inconsistencies in Summarization. EACL (Findings) Ge Luo, Weisi Fan, Miaoran Li, Youbiao He, Yinfei Yang, Forrest Sheng Bao
2024	J	`jnl`	Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models. CoRR Zhengfeng Lai, Vasileios Saveris, Chen Chen, Hong-You Chen, Haotian Zhang, Bowen Zhang, Juan Lao Tebar, Wenze Hu, Zhe Gan, Peter Grasch, Meng Cao, Yinfei Yang
2024	J	`jnl`	STIV: Scalable Text and Image Conditioned Video Generation. CoRR Zongyu Lin, Wei Liu, Chen Chen, Jiasen Lu, Wenze Hu, Tsu-Jui Fu, Jesse Allardice, Zhengfeng Lai, Liangchen Song, Bowen Zhang, Cha Chen, Yiran Fei, Yifan Jiang, Lezhi Li, Yizhou Sun, Kai-Wei Chang, Yinfei Yang
2024	J	`jnl`	Understanding Alignment in Multimodal LLMs: A Comprehensive Study. CoRR Elmira Amirloo, Jean-Philippe Fauconnier, Christoph Roesmann, Christian Kerl, Rinu Boney, Yusu Qian, Zirui Wang, Afshin Dehghan, Yinfei Yang, Zhe Gan, Peter Grasch
2024	—	`conf`	VeCLIP: Improving CLIP Training via Visual-Enriched Captions. ECCV (42) Zhengfeng Lai, Haotian Zhang, Bowen Zhang, Wentao Wu, Haoping Bai, Aleksei Timofeev, Xianzhi Du, Zhe Gan, Jiulong Shan, Chen-Nee Chuah, Yinfei Yang, Meng Cao
2023	A*	`conf`	A New Path: Scaling Vision-and-Language Navigation with Synthetic Instructions and Imitation Learning. CVPR Aishwarya Kamath, Peter Anderson, Su Wang, Jing Yu Koh, Alexander Ku, Austin Waters, Yinfei Yang, Jason Baldridge, Zarana Parekh
2023	J	`jnl`	Compressing LLMs: The Truth is Rarely Pure and Never Simple. CoRR Ajay Jaiswal, Zhe Gan, Xianzhi Du, Bowen Zhang, Zhangyang Wang, Yinfei Yang
2023	—	`conf`	DocAsRef: An Empirical Study on Repurposing Reference-based Summary Quality Metrics as Reference-free Metrics. EMNLP (Findings) Forrest Sheng Bao, Ruixuan Tu, Ge Luo, Yinfei Yang, Hebi Li, Minghui Qiu, Youbiao He, Cen Chen
2023	J	`jnl`	Ferret: Refer and Ground Anything Anywhere at Any Granularity. CoRR Haoxuan You, Haotian Zhang, Zhe Gan, Xianzhi Du, Bowen Zhang, Zirui Wang, Liangliang Cao, Shih-Fu Chang, Yinfei Yang
2023	J	`jnl`	From Scarcity to Efficiency: Improving CLIP Training via Visual-enriched Captions. CoRR Zhengfeng Lai, Haotian Zhang, Wentao Wu, Haoping Bai, Aleksei Timofeev, Xianzhi Du, Zhe Gan, Jiulong Shan, Chen-Nee Chuah, Yinfei Yang, Meng Cao
2023	J	`jnl`	Guiding Instruction-based Image Editing via Multimodal Large Language Models. CoRR Tsu-Jui Fu, Wenze Hu, Xianzhi Du, William Yang Wang, Yinfei Yang, Zhe Gan
2023	J	`jnl`	Hierarchical temporal transformer network for tool wear state recognition. Adv. Eng. Informatics Zhongling Xue, Ni Chen, Youling Wu, Yinfei Yang, Liang Li
2023	J	`jnl`	Less is More: Removing Text-regions Improves CLIP Training Efficiency and Robustness. CoRR Liangliang Cao, Bowen Zhang, Chen Chen, Yinfei Yang, Xianzhi Du, Wencong Zhang, Zhiyun Lu, Yantao Zheng
2023	J	`jnl`	MOFI: Learning Image Representations from Noisy Entity Annotated Images. CoRR Wentao Wu, Aleksei Timofeev, Chen Chen, Bowen Zhang, Kun Duan, Shuangning Liu, Yantao Zheng, Jonathon Shlens, Xianzhi Du, Zhe Gan, Yinfei Yang
2023	A*	`conf`	Masked Autoencoding Does Not Help Natural Language Supervision at Scale. CVPR Floris Weers, Vaishaal Shankar, Angelos Katharopoulos, Yinfei Yang, Tom Gunter
2023	J	`jnl`	Mobile V-MoEs: Scaling Down Vision Transformers via Sparse Mixture-of-Experts. CoRR Erik A. Daxberger, Floris Weers, Bowen Zhang, Tom Gunter, Ruoming Pang, Marcin Eichner, Michael Emmersberger, Yinfei Yang, Alexander Toshev, Xianzhi Du
2023	J	`jnl`	On Robustness in Multimodal Learning. CoRR Brandon McKinzie, Joseph Yitan Cheng, Vaishaal Shankar, Yinfei Yang, Jonathon Shlens, Alexander Toshev
2023	A*	`conf`	Perceptual Grouping in Contrastive Vision-Language Models. ICCV Kanchana Ranasinghe, Brandon McKinzie, Sachin Ravi, Yinfei Yang, Alexander Toshev, Jonathon Shlens
2023	A*	`conf`	Robustness in Multimodal Learning under Train-Test Modality Mismatch. ICML Brandon McKinzie, Vaishaal Shankar, Joseph Yitan Cheng, Yinfei Yang, Jonathon Shlens, Alexander T. Toshev
2023	A*	`conf`	STAIR: Learning Sparse Text and Image Representation in Grounded Tokens. EMNLP Chen Chen, Bowen Zhang, Liangliang Cao, Jiguang Shen, Tom Gunter, Albin Madappally Jose, Alexander Toshev, Yantao Zheng, Jonathon Shlens, Ruoming Pang, Yinfei Yang
2023	J	`jnl`	STAIR: Learning Sparse Text and Image Representation in Grounded Tokens. CoRR Chen Chen, Bowen Zhang, Liangliang Cao, Jiguang Shen, Tom Gunter, Albin Madappally Jose, Alexander Toshev, Jonathon Shlens, Ruoming Pang, Yinfei Yang
2023	J	`jnl`	Self Supervision Does Not Help Natural Language Supervision at Scale. CoRR Floris Weers, Vaishaal Shankar, Angelos Katharopoulos, Yinfei Yang, Tom Gunter
2023	A*	`conf`	Simple and Effective Synthesis of Indoor 3D Scenes. AAAI Jing Yu Koh, Harsh Agrawal, Dhruv Batra, Richard Tucker, Austin Waters, Honglak Lee, Yinfei Yang, Jason Baldridge, Peter Anderson
2022	J	`jnl`	A New Path: Scaling Vision-and-Language Navigation with Synthetic Instructions and Imitation Learning. CoRR Aishwarya Kamath, Peter Anderson, Su Wang, Jing Yu Koh, Alexander Ku, Austin Waters, Yinfei Yang, Jason Baldridge, Zarana Parekh
2022	—	`conf`	Language-agnostic BERT Sentence Embedding. ACL (1) Fangxiaoyu Feng, Yinfei Yang, Daniel Cer, Naveen Arivazhagan, Wei Wang
2022	A*	`conf`	Large Dual Encoders Are Generalizable Retrievers. EMNLP Jianmo Ni, Chen Qu, Jing Lu, Zhuyun Dai, Gustavo Hernández Ábrego, Ji Ma, Vincent Y. Zhao, Yi Luan, Keith B. Hall, Ming-Wei Chang, Yinfei Yang
2022	—	`conf`	LongT5: Efficient Text-To-Text Transformer for Long Sequences. NAACL-HLT (Findings) Mandy Guo, Joshua Ainslie, David C. Uthus, Santiago Ontañón, Jianmo Ni, Yun-Hsuan Sung, Yinfei Yang
2022	J	`jnl`	Perceptual Grouping in Vision-Language Models. CoRR Kanchana Ranasinghe, Brandon McKinzie, Sachin Ravi, Yinfei Yang, Alexander Toshev, Jonathon Shlens
2022	J	`jnl`	Scaling Autoregressive Models for Content-Rich Text-to-Image Generation. CoRR Jiahui Yu, Yuanzhong Xu, Jing Yu Koh, Thang Luong, Gunjan Baid, Zirui Wang, Vijay Vasudevan, Alexander Ku, Yinfei Yang, Burcu Karagol Ayan, Ben Hutchinson, Wei Han, Zarana Parekh, Xin Li, Han Zhang, Jason Baldridge, Yonghui Wu
2022	J	`jnl`	Scaling Autoregressive Models for Content-Rich Text-to-Image Generation. Trans. Mach. Learn. Res. Jiahui Yu, Yuanzhong Xu, Jing Yu Koh, Thang Luong, Gunjan Baid, Zirui Wang, Vijay Vasudevan, Alexander Ku, Yinfei Yang, Burcu Karagol Ayan, Ben Hutchinson, Wei Han, Zarana Parekh, Xin Li, Han Zhang, Jason Baldridge, Yonghui Wu
2022	—	`conf`	Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models. ACL (Findings) Jianmo Ni, Gustavo Hernández Ábrego, Noah Constant, Ji Ma, Keith B. Hall, Daniel Cer, Yinfei Yang
2022	J	`jnl`	Simple and Effective Synthesis of Indoor 3D Scenes. CoRR Jing Yu Koh, Harsh Agrawal, Dhruv Batra, Richard Tucker, Austin Waters, Honglak Lee, Yinfei Yang, Jason Baldridge, Peter Anderson
2022	—	`conf`	SueNes: A Weakly Supervised Approach to Evaluating Single-Document Summarization via Negative Sampling. NAACL-HLT Forrest Sheng Bao, Ge Luo, Hebi Li, Minghui Qiu, Yinfei Yang, Youbiao He, Cen Chen
2021	—	`conf`	A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual Representations. EMNLP (1) Ziyi Yang, Yinfei Yang, Daniel Cer, Eric Darve
2021	J	`jnl`	A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual Representations. CoRR Ziyi Yang, Yinfei Yang, Daniel Cer, Eric Darve
2021	J	`jnl`	An approach for optimising the fixturing configuration in flexible machining fixtures. Int. J. Prod. Res. Xiaoyue Li, Yinfei Yang, Liang Li, Yaowen Shi, Guolong Zhao, Ning He, Ning Qian, Zhuang Mu
2021	A	`conf`	Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCO. EACL Zarana Parekh, Jason Baldridge, Daniel Cer, Austin Waters, Yinfei Yang
2021	A*	`conf`	Cross-Modal Contrastive Learning for Text-to-Image Generation. CVPR Han Zhang, Jing Yu Koh, Jason Baldridge, Honglak Lee, Yinfei Yang
2021	J	`jnl`	Cross-Modal Contrastive Learning for Text-to-Image Generation. CoRR Han Zhang, Jing Yu Koh, Jason Baldridge, Honglak Lee, Yinfei Yang
2021	J	`jnl`	Interpretability Analysis for Named Entity Recognition to Understand System Predictions and How They Can Improve. Comput. Linguistics Oshin Agarwal, Yinfei Yang, Byron C. Wallace, Ani Nenkova
2021	J	`jnl`	Large Dual Encoders Are Generalizable Retrievers. CoRR Jianmo Ni, Chen Qu, Jing Lu, Zhuyun Dai, Gustavo Hernández Ábrego, Ji Ma, Vincent Y. Zhao, Yi Luan, Keith B. Hall, Ming-Wei Chang, Yinfei Yang
2021	J	`jnl`	LongT5: Efficient Text-To-Text Transformer for Long Sequences. CoRR Mandy Guo, Joshua Ainslie, David C. Uthus, Santiago Ontañón, Jianmo Ni, Yun-Hsuan Sung, Yinfei Yang
2021	—	`conf`	MURAL: Multimodal, Multitask Representations Across Languages. EMNLP (Findings) Aashi Jain, Mandy Guo, Krishna Srinivasan, Ting Chen, Sneha Kudugunta, Chao Jia, Yinfei Yang, Jason Baldridge
2021	J	`jnl`	MURAL: Multimodal, Multitask Retrieval Across Languages. CoRR Aashi Jain, Mandy Guo, Krishna Srinivasan, Ting Chen, Sneha Kudugunta, Chao Jia, Yinfei Yang, Jason Baldridge
2021	—	`conf`	Multi-stage Training with Improved Negative Contrast for Neural Passage Retrieval. EMNLP (1) Jing Lu, Gustavo Hernández Ábrego, Ji Ma, Jianmo Ni, Yinfei Yang
2021	—	`conf`	Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation. ACL/IJCNLP (2) Yinfei Yang, Ning Jin, Kuo Lin, Mandy Guo, Daniel Cer
2021	A*	`conf`	Pathdreamer: A World Model for Indoor Navigation. ICCV Jing Yu Koh, Honglak Lee, Yinfei Yang, Jason Baldridge, Peter Anderson
2021	J	`jnl`	Pathdreamer: A World Model for Indoor Navigation. CoRR Jing Yu Koh, Honglak Lee, Yinfei Yang, Jason Baldridge, Peter Anderson
2021	A*	`conf`	Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision. ICML Chao Jia, Yinfei Yang, Ye Xia, Yi-Ting Chen, Zarana Parekh, Hieu Pham, Quoc V. Le, Yun-Hsuan Sung, Zhen Li, Tom Duerig
2021	J	`jnl`	Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision. CoRR Chao Jia, Yinfei Yang, Ye Xia, Yi-Ting Chen, Zarana Parekh, Hieu Pham, Quoc V. Le, Yun-Hsuan Sung, Zhen Li, Tom Duerig
2021	J	`jnl`	Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models. CoRR Jianmo Ni, Gustavo Hernández Ábrego, Noah Constant, Ji Ma, Keith B. Hall, Daniel Cer, Yinfei Yang
2021	A	`conf`	Text-to-Image Generation Grounded by Fine-Grained User Attention. WACV Jing Yu Koh, Jason Baldridge, Honglak Lee, Yinfei Yang
2021	—	`conf`	Universal Sentence Representation Learning with Conditional Masked Language Model. EMNLP (1) Ziyi Yang, Yinfei Yang, Daniel Cer, Jax Law, Eric Darve
2021	A	`conf`	Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic Question Generation. EACL Ji Ma, Ivan Korotkov, Yinfei Yang, Keith B. Hall, Ryan T. McDonald
2020	J	`jnl`	Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCO. CoRR Zarana Parekh, Jason Baldridge, Daniel Cer, Austin Waters, Yinfei Yang
2020	J	`jnl`	End-to-end Semantics-based Summary Quality Assessment for Single-document Summarization. CoRR Forrest Sheng Bao, Hebi Li, Ge Luo, Cen Chen, Yinfei Yang, Minghui Qiu
2020	J	`jnl`	Entity-Switched Datasets: An Approach to Auditing the In-Domain Robustness of Named Entity Recognition Models. CoRR Oshin Agarwal, Yinfei Yang, Byron C. Wallace, Ani Nenkova
2020	J	`jnl`	Interpretability Analysis for Named Entity Recognition to Understand System Predictions and How They Can Improve. CoRR Oshin Agarwal, Yinfei Yang, Byron C. Wallace, Ani Nenkova
2020	—	`conf`	LAReQA: Language-Agnostic Answer Retrieval from a Multilingual Pool. EMNLP (1) Uma Roy, Noah Constant, Rami Al-Rfou, Aditya Barua, Aaron Phillips, Yinfei Yang
2020	J	`jnl`	LAReQA: Language-agnostic answer retrieval from a multilingual pool. CoRR Uma Roy, Noah Constant, Rami Al-Rfou, Aditya Barua, Aaron Phillips, Yinfei Yang
2020	J	`jnl`	Language-agnostic BERT Sentence Embedding. CoRR Fangxiaoyu Feng, Yinfei Yang, Daniel Cer, Naveen Arivazhagan, Wei Wang
2020	A*	`conf`	Learning a Multi-Domain Curriculum for Neural Machine Translation. ACL Wei Wang, Ye Tian, Jiquan Ngiam, Yinfei Yang, Isaac Caswell, Zarana Parekh
2020	J	`jnl`	MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering Models. CoRR Mandy Guo, Yinfei Yang, Daniel Cer, Qinlan Shen, Noah Constant
2020	—	`conf`	Multilingual Universal Sentence Encoder for Semantic Retrieval. ACL (demo) Yinfei Yang, Daniel Cer, Amin Ahmad, Mandy Guo, Jax Law, Noah Constant, Gustavo Hernández Ábrego, Steve Yuan, Chris Tar, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2020	J	`jnl`	Neural Passage Retrieval with Improved Negative Contrast. CoRR Jing Lu, Gustavo Hernández Ábrego, Ji Ma, Jianmo Ni, Yinfei Yang
2020	J	`jnl`	Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation. CoRR Yinfei Yang, Ning Jin, Kuo Lin, Mandy Guo, Daniel Cer
2020	—	`conf`	Self-Supervised Learning for Pairwise Data Refinement. AACL/IJCNLP Gustavo Hernández Ábrego, Bowen Liang, Wei Wang, Zarana Parekh, Yinfei Yang, Yun-Hsuan Sung
2020	J	`jnl`	Text-to-Image Generation Grounded by Fine-Grained User Attention. CoRR Jing Yu Koh, Jason Baldridge, Honglak Lee, Yinfei Yang
2020	J	`jnl`	Uncertainty quantification in machining deformation based on Bayesian network. Reliab. Eng. Syst. Saf. Xiaoyue Li, Yinfei Yang, Liang Li, Guolong Zhao, Ning He
2020	J	`jnl`	Universal Sentence Representation Learning with Conditional Masked Language Model. CoRR Ziyi Yang, Yinfei Yang, Daniel Cer, Jax Law, Eric Darve
2020	J	`jnl`	Zero-shot Neural Retrieval via Domain-targeted Synthetic Query Generation. CoRR Ji Ma, Ivan Korotkov, Yinfei Yang, Keith B. Hall, Ryan T. McDonald
2019	—	`conf`	Hierarchical Document Encoder for Parallel Corpus Mining. WMT (1) Mandy Guo, Yinfei Yang, Keith Stevens, Daniel Cer, Heming Ge, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2019	J	`jnl`	Hierarchical Document Encoder for Parallel Corpus Mining. CoRR Mandy Guo, Yinfei Yang, Keith Stevens, Daniel Cer, Heming Ge, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2019	A*	`conf`	Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax. IJCAI Yinfei Yang, Gustavo Hernández Ábrego, Steve Yuan, Mandy Guo, Qinlan Shen, Daniel Cer, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2019	J	`jnl`	Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax. CoRR Yinfei Yang, Gustavo Hernández Ábrego, Steve Yuan, Mandy Guo, Qinlan Shen, Daniel Cer, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2019	—	`conf`	Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model. RepL4NLP@ACL Muthuraman Chidambaram, Yinfei Yang, Daniel Cer, Steve Yuan, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2019	J	`jnl`	Learning a Multitask Curriculum for Neural Machine Translation. CoRR Wei Wang, Ye Tian, Jiquan Ngiam, Yinfei Yang, Isaac Caswell, Zarana Parekh
2019	A*	`conf`	Multi-Domain Gated CNN for Review Helpfulness Prediction. WWW Cen Chen, Minghui Qiu, Yinfei Yang, Jun Zhou, Jun Huang, Xiaolong Li, Forrest Sheng Bao
2019	J	`jnl`	Multilingual Universal Sentence Encoder for Semantic Retrieval. CoRR Yinfei Yang, Daniel Cer, Amin Ahmad, Mandy Guo, Jax Law, Noah Constant, Gustavo Hernández Ábrego, Steve Yuan, Chris Tar, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2019	—	`conf`	PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification. EMNLP/IJCNLP (1) Yinfei Yang, Yuan Zhang, Chris Tar, Jason Baldridge
2019	J	`jnl`	PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification. CoRR Yinfei Yang, Yuan Zhang, Chris Tar, Jason Baldridge
2019	—	`conf`	Predicting Annotation Difficulty to Improve Task Routing and Model Performance for Biomedical Information Extraction. NAACL-HLT (1) Yinfei Yang, Oshin Agarwal, Chris Tar, Byron C. Wallace, Ani Nenkova
2019	J	`jnl`	Predicting Annotation Difficulty to Improve Task Routing and Model Performance for Biomedical Information Extraction. CoRR Yinfei Yang, Oshin Agarwal, Chris Tar, Byron C. Wallace, Ani Nenkova
2019	—	`conf`	ReQA: An Evaluation for End-to-End Answer Retrieval Models. MRQA@EMNLP Amin Ahmad, Noah Constant, Yinfei Yang, Daniel Cer
2019	J	`jnl`	ReQA: An Evaluation for End-to-End Answer Retrieval Models. CoRR Amin Ahmad, Noah Constant, Yinfei Yang, Daniel Cer
2018	—	`conf`	A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature. ACL (1) Benjamin E. Nye, Junyi Jessy Li, Roma Patel, Yinfei Yang, Iain James Marshall, Ani Nenkova, Byron C. Wallace
2018	J	`jnl`	A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature. CoRR Benjamin E. Nye, Junyi Jessy Li, Roma Patel, Yinfei Yang, Iain James Marshall, Ani Nenkova, Byron C. Wallace
2018	—	`conf`	Cross-Domain Review Helpfulness Prediction Based on Convolutional Neural Networks with Auxiliary Domain Discriminators. NAACL-HLT (2) Cen Chen, Yinfei Yang, Jun Zhou, Xiaolong Li, Forrest Sheng Bao
2018	—	`conf`	Effective Parallel Corpus Mining using Bilingual Sentence Embeddings. WMT Mandy Guo, Qinlan Shen, Yinfei Yang, Heming Ge, Daniel Cer, Gustavo Hernández Ábrego, Keith Stevens, Noah Constant, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2018	J	`jnl`	Effective Parallel Corpus Mining using Bilingual Sentence Embeddings. CoRR Mandy Guo, Qinlan Shen, Yinfei Yang, Heming Ge, Daniel Cer, Gustavo Hernández Ábrego, Keith Stevens, Noah Constant, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2018	J	`jnl`	Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model. CoRR Muthuraman Chidambaram, Yinfei Yang, Daniel Cer, Steve Yuan, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2018	—	`conf`	Learning Semantic Textual Similarity from Conversations. Rep4NLP@ACL Yinfei Yang, Steve Yuan, Daniel Cer, Sheng-yi Kong, Noah Constant, Petr Pilar, Heming Ge, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2018	J	`jnl`	Learning Semantic Textual Similarity from Conversations. CoRR Yinfei Yang, Steve Yuan, Daniel Cer, Sheng-yi Kong, Noah Constant, Petr Pilar, Heming Ge, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2018	J	`jnl`	Review Helpfulness Prediction with Embedding-Gated CNN. CoRR Cen Chen, Minghui Qiu, Yinfei Yang, Jun Zhou, Jun Huang, Xiaolong Li, Forrest Sheng Bao
2018	—	`conf`	Syntactic Patterns Improve Information Extraction for Medical Search. NAACL-HLT (2) Roma Patel, Yinfei Yang, Iain James Marshall, Ani Nenkova, Byron C. Wallace
2018	J	`jnl`	Syntactic Patterns Improve Information Extraction for Medical Search. CoRR Roma Patel, Yinfei Yang, Iain James Marshall, Ani Nenkova, Byron C. Wallace
2018	—	`conf`	Universal Sentence Encoder for English. EMNLP (Demonstration) Daniel Cer, Yinfei Yang, Sheng-yi Kong, Nan Hua, Nicole Limtiaco, Rhomni St. John, Noah Constant, Mario Guajardo-Cespedes, Steve Yuan, Chris Tar, Brian Strope, Ray Kurzweil
2018	J	`jnl`	Universal Sentence Encoder. CoRR Daniel Cer, Yinfei Yang, Sheng-yi Kong, Nan Hua, Nicole Limtiaco, Rhomni St. John, Noah Constant, Mario Guajardo-Cespedes, Steve Yuan, Chris Tar, Yun-Hsuan Sung, Brian Strope, Ray Kurzweil
2017	—	`conf`	Aspect Extraction from Product Reviews Using Category Hierarchy Information. EACL (2) Yinfei Yang, Cen Chen, Minghui Qiu, Forrest Sheng Bao
2017	J	`jnl`	Combining Lexical and Syntactic Features for Detecting Content-Dense Texts in News. J. Artif. Intell. Res. Yinfei Yang, Ani Nenkova
2017	J	`jnl`	Combining Lexical and Syntactic Features for Detecting Content-dense Texts in News. CoRR Yinfei Yang, Ani Nenkova
2017	—	`conf`	Detecting (Un)Important Content for Single-Document News Summarization. EACL (2) Yinfei Yang, Forrest Sheng Bao, Ani Nenkova
2017	J	`jnl`	Detecting (Un)Important Content for Single-Document News Summarization. CoRR Yinfei Yang, Forrest Sheng Bao, Ani Nenkova
2016	B	`conf`	Aspect-Based Helpfulness Prediction for Online Product Reviews. ICTAI Yinfei Yang, Cen Chen, Forrest Sheng Bao
2015	—	`conf`	Semantic Analysis and Helpfulness Prediction of Text for Online Product Reviews. ACL (2) Yinfei Yang, Yaowei Yan, Minghui Qiu, Forrest Sheng Bao
2014	A*	`conf`	Detecting Information-Dense Texts in Multiple News Domains. AAAI Yinfei Yang, Ani Nenkova
2014	J	`jnl`	Online Multiple targets Detection and Tracking from Mobile robot in Cluttered indoor Environments with Depth Camera. Int. J. Pattern Recognit. Artif. Intell. Yu Zhou, Yinfei Yang, Meng Yi, Xiang Bai, Wenyu Liu, Longin Jan Latecki
2014	A*	`conf`	Single image 3D object detection and pose estimation for grasping. ICRA Menglong Zhu, Konstantinos G. Derpanis, Yinfei Yang, Samarth Brahmbhatt, Mabel M. Zhang, Cody J. Phillips, Matthieu Lecce, Kostas Daniilidis
2012	—	`conf`	Linking Named Entities to Any Database. EMNLP-CoNLL Avirup Sil, Ernest Cronin, Penghai Nie, Yinfei Yang, Ana-Maria Popescu, Alexander Yates
2012	—	`conf`	Navigation toward Non-static Target Object Using Footprint Detection Based Tracking. ACCV (3) Meng Yi, Yinfei Yang, Wenjing Qi, Yu Zhou, Yunfeng Li, Zygmunt Pizlo, Longin Jan Latecki