Zi-Yi Dou - RankMe

75 papers A* 15A 1B 1Journal 38Unranked 19

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`	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	—	`—`	Language-Guided Vision Models for Perception and Reasoning Zi-Yi Dou
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`	MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models. ICLR Wenbo Hu, Jia-Chen Gu, Zi-Yi Dou, Mohsen Fayyaz, Pan Lu, Kai-Wei Chang, Nanyun Peng
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`	VaPR - Vision-language Preference alignment for Reasoning. CoRR Rohan Wadhawan, Fabrice Harel-Canada, Zi-Yi Dou, Suhaila Shakiah, Robinson Piramuthu, Nanyun Peng
2024	J	`jnl`	MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models. CoRR Wenbo Hu, Jia-Chen Gu, Zi-Yi Dou, Mohsen Fayyaz, Pan Lu, Kai-Wei Chang, Nanyun Peng
2024	A*	`conf`	Matryoshka Query Transformer for Large Vision-Language Models. NeurIPS Wenbo Hu, Zi-Yi Dou, Liunian Harold Li, Amita Kamath, Nanyun Peng, Kai-Wei Chang
2024	J	`jnl`	Matryoshka Query Transformer for Large Vision-Language Models. CoRR Wenbo Hu, Zi-Yi Dou, Liunian Harold Li, Amita Kamath, Nanyun Peng, Kai-Wei Chang
2024	—	`conf`	Medical Vision-Language Pre-Training for Brain Abnormalities. LREC/COLING Masoud Monajatipoor, Zi-Yi Dou, Aichi Chien, Nanyun Peng, Kai-Wei Chang
2024	J	`jnl`	Medical Vision-Language Pre-Training for Brain Abnormalities. CoRR Masoud Monajatipoor, Zi-Yi Dou, Aichi Chien, Nanyun Peng, Kai-Wei Chang
2024	A*	`conf`	Re-ReST: Reflection-Reinforced Self-Training for Language Agents. EMNLP Zi-Yi Dou, Cheng-Fu Yang, Xueqing Wu, Kai-Wei Chang, Nanyun Peng
2024	J	`jnl`	Reflection-Reinforced Self-Training for Language Agents. CoRR Zi-Yi Dou, Cheng-Fu Yang, Xueqing Wu, Kai-Wei Chang, Nanyun Peng
2024	—	`conf`	Uncertainty Calibration for Tool-Using Language Agents. EMNLP (Findings) Hao Liu, Zi-Yi Dou, Yixin Wang, Nanyun Peng, Yisong Yue
2024	J	`jnl`	Unlocking Exocentric Video-Language Data for Egocentric Video Representation Learning. CoRR Zi-Yi Dou, Xitong Yang, Tushar Nagarajan, Huiyu Wang, Jing Huang, Nanyun Peng, Kris Kitani, Fu-Jen Chu
2024	—	`conf`	VALOR-EVAL: Holistic Coverage and Faithfulness Evaluation of Large Vision-Language Models. ACL (Findings) Haoyi Qiu, Wenbo Hu, Zi-Yi Dou, Nanyun Peng
2024	J	`jnl`	VALOR-EVAL: Holistic Coverage and Faithfulness Evaluation of Large Vision-Language Models. CoRR Haoyi Qiu, Wenbo Hu, Zi-Yi Dou, Nanyun Peng
2023	A*	`conf`	ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life Videos. EMNLP Te-Lin Wu, Zi-Yi Dou, Qingyuan Hu, Yu Hou, Nischal Reddy Chandra, Marjorie Freedman, Ralph M. Weischedel, Nanyun Peng
2023	J	`jnl`	ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life Videos. CoRR Te-Lin Wu, Zi-Yi Dou, Qingyuan Hu, Yu Hou, Nischal Reddy Chandra, Marjorie Freedman, Ralph M. Weischedel, Nanyun Peng
2023	A*	`conf`	DesCo: Learning Object Recognition with Rich Language Descriptions. NeurIPS Liunian Harold Li, Zi-Yi Dou, Nanyun Peng, Kai-Wei Chang
2023	J	`jnl`	DesCo: Learning Object Recognition with Rich Language Descriptions. CoRR Liunian Harold Li, Zi-Yi Dou, Nanyun Peng, Kai-Wei Chang
2023	A*	`conf`	Gender Biases in Automatic Evaluation Metrics for Image Captioning. EMNLP Haoyi Qiu, Zi-Yi Dou, Tianlu Wang, Asli Celikyilmaz, Nanyun Peng
2023	J	`jnl`	Gender Biases in Automatic Evaluation Metrics: A Case Study on Image Captioning. CoRR Haoyi Qiu, Zi-Yi Dou, Tianlu Wang, Asli Celikyilmaz, Nanyun Peng
2023	A*	`conf`	Generalized Decoding for Pixel, Image, and Language. CVPR Xueyan Zou, Zi-Yi Dou, Jianwei Yang, Zhe Gan, Linjie Li, Chunyuan Li, Xiyang Dai, Harkirat Behl, Jianfeng Wang, Lu Yuan, Nanyun Peng, Lijuan Wang, Yong Jae Lee, Jianfeng Gao
2023	—	`conf`	Masked Path Modeling for Vision-and-Language Navigation. EMNLP (Findings) Zi-Yi Dou, Feng Gao, Nanyun Peng
2023	J	`jnl`	Masked Path Modeling for Vision-and-Language Navigation. CoRR Zi-Yi Dou, Feng Gao, Nanyun Peng
2022	A*	`conf`	An Empirical Study of Training End-to-End Vision-and-Language Transformers. CVPR Zi-Yi Dou, Yichong Xu, Zhe Gan, Jianfeng Wang, Shuohang Wang, Lijuan Wang, Chenguang Zhu, Pengchuan Zhang, Lu Yuan, Nanyun Peng, Zicheng Liu, Michael Zeng
2022	A*	`conf`	Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone. NeurIPS Zi-Yi Dou, Aishwarya Kamath, Zhe Gan, Pengchuan Zhang, Jianfeng Wang, Linjie Li, Zicheng Liu, Ce Liu, Yann LeCun, Nanyun Peng, Jianfeng Gao, Lijuan Wang
2022	J	`jnl`	Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone. CoRR Zi-Yi Dou, Aishwarya Kamath, Zhe Gan, Pengchuan Zhang, Jianfeng Wang, Linjie Li, Zicheng Liu, Ce Liu, Yann LeCun, Nanyun Peng, Jianfeng Gao, Lijuan Wang
2022	—	`conf`	FOAM: A Follower-aware Speaker Model For Vision-and-Language Navigation. NAACL-HLT Zi-Yi Dou, Nanyun Peng
2022	J	`jnl`	FOAM: A Follower-aware Speaker Model For Vision-and-Language Navigation. CoRR Zi-Yi Dou, Nanyun Peng
2022	J	`jnl`	Generalized Decoding for Pixel, Image, and Language. CoRR Xueyan Zou, Zi-Yi Dou, Jianwei Yang, Zhe Gan, Linjie Li, Chunyuan Li, Xiyang Dai, Harkirat Behl, Jianfeng Wang, Lu Yuan, Nanyun Peng, Lijuan Wang, Yong Jae Lee, Jianfeng Gao
2022	A*	`conf`	Zero-Shot Commonsense Question Answering with Cloze Translation and Consistency Optimization. AAAI Zi-Yi Dou, Nanyun Peng
2022	J	`jnl`	Zero-shot Commonsense Question Answering with Cloze Translation and Consistency Optimization. CoRR Zi-Yi Dou, Nanyun Peng
2021	J	`jnl`	An Empirical Study of Training End-to-End Vision-and-Language Transformers. CoRR Zi-Yi Dou, Yichong Xu, Zhe Gan, Jianfeng Wang, Shuohang Wang, Lijuan Wang, Chenguang Zhu, Pengchuan Zhang, Lu Yuan, Nanyun Peng, Zicheng Liu, Michael Zeng
2021	—	`conf`	GSum: A General Framework for Guided Neural Abstractive Summarization. NAACL-HLT Zi-Yi Dou, Pengfei Liu, Hiroaki Hayashi, Zhengbao Jiang, Graham Neubig
2021	A*	`conf`	Harnessing Social Media to Identify Homeless Youth At-Risk of Substance Use. AAAI Zi-Yi Dou, Anamika Barman-Adhikari, Fei Fang, Amulya Yadav
2021	—	`conf`	Improving Pre-trained Vision-and-Language Embeddings for Phrase Grounding. EMNLP (1) Zi-Yi Dou, Nanyun Peng
2021	—	`conf`	RefSum: Refactoring Neural Summarization. NAACL-HLT Yixin Liu, Zi-Yi Dou, Pengfei Liu
2021	J	`jnl`	RefSum: Refactoring Neural Summarization. CoRR Yixin Liu, Zi-Yi Dou, Pengfei Liu
2021	A	`conf`	Word Alignment by Fine-tuning Embeddings on Parallel Corpora. EACL Zi-Yi Dou, Graham Neubig
2021	J	`jnl`	Word Alignment by Fine-tuning Embeddings on Parallel Corpora. CoRR Zi-Yi Dou, Graham Neubig
2020	—	`conf`	A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards. NGT@ACL Zi-Yi Dou, Sachin Kumar, Yulia Tsvetkov
2020	J	`jnl`	A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards. CoRR Zi-Yi Dou, Sachin Kumar, Yulia Tsvetkov
2020	—	`conf`	An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems. EMNLP (Findings) Yiran Chen, Pengfei Liu, Ming Zhong, Zi-Yi Dou, Danqing Wang, Xipeng Qiu, Xuanjing Huang
2020	J	`jnl`	CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems. CoRR Yiran Chen, Pengfei Liu, Ming Zhong, Zi-Yi Dou, Danqing Wang, Xipeng Qiu, Xuanjing Huang
2020	—	`conf`	Dynamic Data Selection and Weighting for Iterative Back-Translation. EMNLP (1) Zi-Yi Dou, Antonios Anastasopoulos, Graham Neubig
2020	J	`jnl`	Dynamic Data Selection and Weighting for Iterative Back-Translation. CoRR Zi-Yi Dou, Antonios Anastasopoulos, Graham Neubig
2020	J	`jnl`	Exploiting deep representations for natural language processing. Neurocomputing Zi-Yi Dou, Xing Wang, Shuming Shi, Zhaopeng Tu
2020	J	`jnl`	GSum: A General Framework for Guided Neural Abstractive Summarization. CoRR Zi-Yi Dou, Pengfei Liu, Hiroaki Hayashi, Zhengbao Jiang, Graham Neubig
2020	—	`conf`	TICO-19: the Translation Initiative for COvid-19. NLP4COVID@EMNLP Antonios Anastasopoulos, Alessandro Cattelan, Zi-Yi Dou, Marcello Federico, Christian Federmann, Dmitriy Genzel, Francisco Guzmán, Junjie Hu, Macduff Hughes, Philipp Koehn, Rosie Lazar, William Lewis, Graham Neubig, Mengmeng Niu, Alp Öktem, Eric Paquin, Grace Tang, Sylwia Tur
2020	J	`jnl`	TICO-19: the Translation Initiative for Covid-19. CoRR Antonios Anastasopoulos, Alessandro Cattelan, Zi-Yi Dou, Marcello Federico, Christian Federmann, Dmitriy Genzel, Francisco Guzmán, Junjie Hu, Macduff Hughes, Philipp Koehn, Rosie Lazar, William Lewis, Graham Neubig, Mengmeng Niu, Alp Öktem, Eric Paquin, Grace Tang, Sylwia Tur
2019	—	`conf`	Domain Differential Adaptation for Neural Machine Translation. NGT@EMNLP-IJCNLP Zi-Yi Dou, Xinyi Wang, Junjie Hu, Graham Neubig
2019	J	`jnl`	Domain Differential Adaptation for Neural Machine Translation. CoRR Zi-Yi Dou, Xinyi Wang, Junjie Hu, Graham Neubig
2019	A*	`conf`	Dynamic Layer Aggregation for Neural Machine Translation with Routing-by-Agreement. AAAI Zi-Yi Dou, Zhaopeng Tu, Xing Wang, Longyue Wang, Shuming Shi, Tong Zhang
2019	J	`jnl`	Dynamic Layer Aggregation for Neural Machine Translation with Routing-by-Agreement. CoRR Zi-Yi Dou, Zhaopeng Tu, Xing Wang, Longyue Wang, Shuming Shi, Tong Zhang
2019	—	`conf`	Information Aggregation for Multi-Head Attention with Routing-by-Agreement. NAACL-HLT (1) Jian Li, Baosong Yang, Zi-Yi Dou, Xing Wang, Michael R. Lyu, Zhaopeng Tu
2019	J	`jnl`	Information Aggregation for Multi-Head Attention with Routing-by-Agreement. CoRR Jian Li, Baosong Yang, Zi-Yi Dou, Xing Wang, Michael R. Lyu, Zhaopeng Tu
2019	—	`conf`	Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks. EMNLP/IJCNLP (1) Zi-Yi Dou, Keyi Yu, Antonios Anastasopoulos
2019	J	`jnl`	Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks. CoRR Zi-Yi Dou, Keyi Yu, Antonios Anastasopoulos
2019	—	`conf`	Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings. EMNLP/IJCNLP (1) Zi-Yi Dou, Junjie Hu, Antonios Anastasopoulos, Graham Neubig
2019	J	`jnl`	Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings. CoRR Zi-Yi Dou, Junjie Hu, Antonios Anastasopoulos, Graham Neubig
2019	—	`conf`	compare-mt: A Tool for Holistic Comparison of Language Generation Systems. NAACL-HLT (Demonstrations) Graham Neubig, Zi-Yi Dou, Junjie Hu, Paul Michel, Danish Pruthi, Xinyi Wang
2019	J	`jnl`	compare-mt: A Tool for Holistic Comparison of Language Generation Systems. CoRR Graham Neubig, Zi-Yi Dou, Junjie Hu, Paul Michel, Danish Pruthi, Xinyi Wang
2018	B	`conf`	Dynamic Oracle for Neural Machine Translation in Decoding Phase. LREC Zi-Yi Dou, Hao Zhou, Shujian Huang, Xin-Yu Dai, Jiajun Chen
2018	A*	`conf`	Exploiting Deep Representations for Neural Machine Translation. EMNLP Zi-Yi Dou, Zhaopeng Tu, Xing Wang, Shuming Shi, Tong Zhang
2018	J	`jnl`	Exploiting Deep Representations for Neural Machine Translation. CoRR Zi-Yi Dou, Zhaopeng Tu, Xing Wang, Shuming Shi, Tong Zhang
2018	—	`conf`	SkipNet: Learning Dynamic Routing in Convolutional Networks. ECCV (13) Xin Wang, Fisher Yu, Zi-Yi Dou, Trevor Darrell, Joseph E. Gonzalez
2018	A*	`conf`	Unsupervised Bilingual Lexicon Induction via Latent Variable Models. EMNLP Zi-Yi Dou, Zhi-Hao Zhou, Shujian Huang
2017	A*	`conf`	Capturing User and Product Information for Document Level Sentiment Analysis with Deep Memory Network. EMNLP Zi-Yi Dou
2017	—	`conf`	Compressing Neural Networks by Applying Frequent Item-Set Mining. ICANN (2) Zi-Yi Dou, Shujian Huang, Yi-Fan Su
2017	J	`jnl`	Dynamic Oracle for Neural Machine Translation in Decoding Phase. CoRR Zi-Yi Dou, Hao Zhou, Shujian Huang, Xin-Yu Dai, Jiajun Chen
2017	J	`jnl`	Metric Learning-based Generative Adversarial Network. CoRR Zi-Yi Dou
2017	J	`jnl`	SkipNet: Learning Dynamic Routing in Convolutional Networks. CoRR Xin Wang, Fisher Yu, Zi-Yi Dou, Joseph E. Gonzalez