Liunian Harold Li

39 papers A* 12Journal 20Unranked 6
YearRankTypeTitle / Venue / Authors
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 A* conf
Tailoring Self-Rationalizers with Multi-Reward Distillation.
ICLR
Sahana Ramnath, Brihi Joshi, Skyler Hallinan, Ximing Lu, Liunian Harold Li, Aaron Chan, Jack Hessel, Yejin Choi, Xiang Ren
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 — conf
MetaVL: Transferring In-Context Learning Ability From Language Models to Vision-Language Models.
ACL (2)
Masoud Monajatipoor, Liunian Harold Li, Mozhdeh Rouhsedaghat, Lin Yang, Kai-Wei Chang
2023 J jnl
MetaVL: Transferring In-Context Learning Ability From Language Models to Vision-Language Models.
CoRR
Masoud Monajatipoor, Liunian Harold Li, Mozhdeh Rouhsedaghat, Lin F. Yang, Kai-Wei Chang
2023 A* conf
On the Paradox of Learning to Reason from Data.
IJCAI
Honghua Zhang, Liunian Harold Li, Tao Meng, Kai-Wei Chang, Guy Van den Broeck
2023 — conf
Symbolic Chain-of-Thought Distillation: Small Models Can Also "Think" Step-by-Step.
ACL (1)
Liunian Harold Li, Jack Hessel, Youngjae Yu, Xiang Ren, Kai-Wei Chang, Yejin Choi
2023 J jnl
Symbolic Chain-of-Thought Distillation: Small Models Can Also "Think" Step-by-Step.
CoRR
Liunian Harold Li, Jack Hessel, Youngjae Yu, Xiang Ren, Kai-Wei Chang, Yejin Choi
2023 J jnl
Tailoring Self-Rationalizers with Multi-Reward Distillation.
CoRR
Sahana Ramnath, Brihi Joshi, Skyler Hallinan, Ximing Lu, Liunian Harold Li, Aaron Chan, Jack Hessel, Yejin Choi, Xiang Ren
2022 — conf
BERTHop: An Effective Vision-and-Language Model for Chest X-ray Disease Diagnosis.
MICCAI (5)
Masoud Monajatipoor, Mozhdeh Rouhsedaghat, Liunian Harold Li, C.-C. Jay Kuo, Aichi Chien, Kai-Wei Chang
2022 J jnl
DisinfoMeme: A Multimodal Dataset for Detecting Meme Intentionally Spreading Out Disinformation.
CoRR
Jingnong Qu, Liunian Harold Li, Jieyu Zhao, Sunipa Dev, Kai-Wei Chang
2022 A* conf
ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models.
NeurIPS
Chunyuan Li, Haotian Liu, Liunian Harold Li, Pengchuan Zhang, Jyoti Aneja, Jianwei Yang, Ping Jin, Houdong Hu, Zicheng Liu, Yong Jae Lee, Jianfeng Gao
2022 J jnl
ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models.
CoRR
Chunyuan Li, Haotian Liu, Liunian Harold Li, Pengchuan Zhang, Jyoti Aneja, Jianwei Yang, Ping Jin, Yong Jae Lee, Houdong Hu, Zicheng Liu, Jianfeng Gao
2022 A* conf
GLIPv2: Unifying Localization and Vision-Language Understanding.
NeurIPS
Haotian Zhang, Pengchuan Zhang, Xiaowei Hu, Yen-Chun Chen, Liunian Harold Li, Xiyang Dai, Lijuan Wang, Lu Yuan, Jenq-Neng Hwang, Jianfeng Gao
2022 J jnl
GLIPv2: Unifying Localization and Vision-Language Understanding.
CoRR
Haotian Zhang, Pengchuan Zhang, Xiaowei Hu, Yen-Chun Chen, Liunian Harold Li, Xiyang Dai, Lijuan Wang, Lu Yuan, Jenq-Neng Hwang, Jianfeng Gao
2022 A* conf
GeoMLAMA: Geo-Diverse Commonsense Probing on Multilingual Pre-Trained Language Models.
EMNLP
Da Yin, Hritik Bansal, Masoud Monajatipoor, Liunian Harold Li, Kai-Wei Chang
2022 J jnl
GeoMLAMA: Geo-Diverse Commonsense Probing on Multilingual Pre-Trained Language Models.
CoRR
Da Yin, Hritik Bansal, Masoud Monajatipoor, Liunian Harold Li, Kai-Wei Chang
2022 A* conf
Grounded Language-Image Pre-training.
CVPR
Liunian Harold Li, Pengchuan Zhang, Haotian Zhang, Jianwei Yang, Chunyuan Li, Yiwu Zhong, Lijuan Wang, Lu Yuan, Lei Zhang, Jenq-Neng Hwang, Kai-Wei Chang, Jianfeng Gao
2022 A* conf
How Much Can CLIP Benefit Vision-and-Language Tasks?
ICLR
Sheng Shen, Liunian Harold Li, Hao Tan, Mohit Bansal, Anna Rohrbach, Kai-Wei Chang, Zhewei Yao, Kurt Keutzer
2022 J jnl
On the Paradox of Learning to Reason from Data.
CoRR
Honghua Zhang, Liunian Harold Li, Tao Meng, Kai-Wei Chang, Guy Van den Broeck
2022 — ed.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop, NAACL-HLT 2022, Hybrid Event / Seattle, WA, USA, July 10-15, 2022
NAACL-HLT (Student Research Workshop)
Daphne Ippolito, Liunian Harold Li, Maria Leonor Pacheco, Danqi Chen, Nianwen Xue
2022 A* conf
RegionCLIP: Region-based Language-Image Pretraining.
CVPR
Yiwu Zhong, Jianwei Yang, Pengchuan Zhang, Chunyuan Li, Noel Codella, Liunian Harold Li, Luowei Zhou, Xiyang Dai, Lu Yuan, Yin Li, Jianfeng Gao
2022 A* conf
SGEITL: Scene Graph Enhanced Image-Text Learning for Visual Commonsense Reasoning.
AAAI
Zhecan Wang, Haoxuan You, Liunian Harold Li, Alireza Zareian, Suji Park, Yiqing Liang, Kai-Wei Chang, Shih-Fu Chang
2021 — conf
BERTHop: An Effective Vision-and-Language Model for Chest X-ray Disease Diagnosis.
ICCVW
Masoud Monajatipoor, Mozhdeh Rouhsedaghat, Liunian Harold Li, Aichi Chien, C.-C. Jay Kuo, Fabien Scalzo, Kai-Wei Chang
2021 J jnl
BERTHop: An Effective Vision-and-Language Model for Chest X-ray Disease Diagnosis.
CoRR
Masoud Monajatipoor, Mozhdeh Rouhsedaghat, Liunian Harold Li, Aichi Chien, C.-C. Jay Kuo, Fabien Scalzo, Kai-Wei Chang
2021 — conf
Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning.
EMNLP (1)
Da Yin, Liunian Harold Li, Ziniu Hu, Nanyun Peng, Kai-Wei Chang
2021 J jnl
Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning.
CoRR
Da Yin, Liunian Harold Li, Ziniu Hu, Nanyun Peng, Kai-Wei Chang
2021 J jnl
Grounded Language-Image Pre-training.
CoRR
Liunian Harold Li, Pengchuan Zhang, Haotian Zhang, Jianwei Yang, Chunyuan Li, Yiwu Zhong, Lijuan Wang, Lu Yuan, Lei Zhang, Jenq-Neng Hwang, Kai-Wei Chang, Jianfeng Gao
2021 J jnl
How Much Can CLIP Benefit Vision-and-Language Tasks?
CoRR
Sheng Shen, Liunian Harold Li, Hao Tan, Mohit Bansal, Anna Rohrbach, Kai-Wei Chang, Zhewei Yao, Kurt Keutzer
2021 J jnl
RegionCLIP: Region-based Language-Image Pretraining.
CoRR
Yiwu Zhong, Jianwei Yang, Pengchuan Zhang, Chunyuan Li, Noel Codella, Liunian Harold Li, Luowei Zhou, Xiyang Dai, Lu Yuan, Yin Li, Jianfeng Gao
2021 J jnl
SGEITL: Scene Graph Enhanced Image-Text Learning for Visual Commonsense Reasoning.
CoRR
Zhecan Wang, Haoxuan You, Liunian Harold Li, Alireza Zareian, Suji Park, Yiqing Liang, Kai-Wei Chang, Shih-Fu Chang
2021 — conf
Unsupervised Vision-and-Language Pre-training Without Parallel Images and Captions.
NAACL-HLT
Liunian Harold Li, Haoxuan You, Zhecan Wang, Alireza Zareian, Shih-Fu Chang, Kai-Wei Chang
2020 J jnl
Weakly-supervised VisualBERT: Pre-training without Parallel Images and Captions.
CoRR
Liunian Harold Li, Haoxuan You, Zhecan Wang, Alireza Zareian, Shih-Fu Chang, Kai-Wei Chang
2020 A* conf
What Does BERT with Vision Look At?
ACL
Liunian Harold Li, Mark Yatskar, Da Yin, Cho-Jui Hsieh, Kai-Wei Chang
2019 J jnl
Efficient Contextual Representation Learning With Continuous Outputs.
Trans. Assoc. Comput. Linguistics
Liunian Harold Li, Patrick H. Chen, Cho-Jui Hsieh, Kai-Wei Chang
2019 J jnl
Efficient Contextual Representation Learning Without Softmax Layer.
CoRR
Liunian Harold Li, Patrick H. Chen, Cho-Jui Hsieh, Kai-Wei Chang
2019 J jnl
VisualBERT: A Simple and Performant Baseline for Vision and Language.
CoRR
Liunian Harold Li, Mark Yatskar, Da Yin, Cho-Jui Hsieh, Kai-Wei Chang