Ledell Wu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 27

Top Topics

Graph Embedding

Avoid Overfitting

Visual Representation

Top Venues

Publications

Fulong Ye, Guang Liu, Xinya Wu, Ledell Wu
AltDiffusion: A Multilingual Text-to-Image Diffusion Model. AAAI (2024)
Yazheng Yang, Yuqi Wang, Guang Liu, Ledell Wu, Qi Liu
UniTabE: A Universal Pretraining Protocol for Tabular Foundation Model in Data Science. ICLR (2024)
Yujia Zhou, Jing Yao, Ledell Wu, Zhicheng Dou, Ji-Rong Wen
WebUltron: An Ultimate Retriever on Webpages Under the Model-Centric Paradigm. IEEE Trans. Knowl. Data Eng. 36 (9) (2024)
Yazheng Yang, Yuqi Wang, Guang Liu, Ledell Wu, Qi Liu
UniTabE: Pretraining a Unified Tabular Encoder for Heterogeneous Tabular Data. CoRR (2023)
Yuxin Fang, Wen Wang, Binhui Xie, Quan Sun, Ledell Wu, Xinggang Wang, Tiejun Huang, Xinlong Wang, Yue Cao
EVA: Exploring the Limits of Masked Visual Representation Learning at Scale. CVPR (2023)
Quan Sun, Yuxin Fang, Ledell Wu, Xinlong Wang, Yue Cao
EVA-CLIP: Improved Training Techniques for CLIP at Scale. CoRR (2023)
Yujia Zhou, Jing Yao, Zhicheng Dou, Ledell Wu, Ji-Rong Wen
DynamicRetriever: A Pre-trained Model-based IR System Without an Explicit Index. Mach. Intell. Res. 20 (2) (2023)
Fulong Ye, Guang Liu, Xinya Wu, Ledell Wu
AltDiffusion: A Multilingual Text-to-Image Diffusion Model. CoRR (2023)
Zhongzhi Chen, Guang Liu, Bo-Wen Zhang, Qinghong Yang, Ledell Wu
AltCLIP: Altering the Language Encoder in CLIP for Extended Language Capabilities. ACL (Findings) (2023)
Nicola De Cao, Ledell Wu, Kashyap Popat, Mikel Artetxe, Naman Goyal, Mikhail Plekhanov, Luke Zettlemoyer, Nicola Cancedda, Sebastian Riedel, Fabio Petroni
Multilingual Autoregressive Entity Linking. Trans. Assoc. Comput. Linguistics 10 (2022)
Yuxin Fang, Wen Wang, Binhui Xie, Quan Sun, Ledell Wu, Xinggang Wang, Tiejun Huang, Xinlong Wang, Yue Cao
EVA: Exploring the Limits of Masked Visual Representation Learning at Scale. CoRR (2022)
Zhongzhi Chen, Guang Liu, Bo-Wen Zhang, Fulong Ye, Qinghong Yang, Ledell Wu
AltCLIP: Altering the Language Encoder in CLIP for Extended Language Capabilities. CoRR (2022)
Yujia Zhou, Jing Yao, Zhicheng Dou, Ledell Wu, Peitian Zhang, Ji-Rong Wen
Ultron: An Ultimate Retriever on Corpus with a Model-based Indexer. CoRR (2022)
Yujia Zhou, Jing Yao, Zhicheng Dou, Ledell Wu, Ji-Rong Wen
DynamicRetriever: A Pre-training Model-based IR System with Neither Sparse nor Dense Index. CoRR (2022)
Guang Liu, Jie Yang, Ledell Wu
PTab: Using the Pre-trained Language Model for Modeling Tabular Data. CoRR (2022)
Zhiyi Ma, Kawin Ethayarajh, Tristan Thrush, Somya Jain, Ledell Wu, Robin Jia, Christopher Potts, Adina Williams, Douwe Kiela
Dynaboard: An Evaluation-As-A-Service Platform for Holistic Next-Generation Benchmarking. NeurIPS (2021)
Nicola De Cao, Ledell Wu, Kashyap Popat, Mikel Artetxe, Naman Goyal, Mikhail Plekhanov, Luke Zettlemoyer, Nicola Cancedda, Sebastian Riedel, Fabio Petroni
Multilingual Autoregressive Entity Linking. CoRR (2021)
Zhiyi Ma, Kawin Ethayarajh, Tristan Thrush, Somya Jain, Ledell Wu, Robin Jia, Christopher Potts, Adina Williams, Douwe Kiela
Dynaboard: An Evaluation-As-A-Service Platform for Holistic Next-Generation Benchmarking. CoRR (2021)
Ledell Wu, Fabio Petroni, Martin Josifoski, Sebastian Riedel, Luke Zettlemoyer
Scalable Zero-shot Entity Linking with Dense Entity Retrieval. EMNLP (1) (2020)
Vladimir Karpukhin, Barlas Oguz, Sewon Min, Ledell Wu, Sergey Edunov, Danqi Chen, Wen-tau Yih
Dense Passage Retrieval for Open-Domain Question Answering. CoRR (2020)
Vladimir Karpukhin, Barlas Oguz, Sewon Min, Patrick S. H. Lewis, Ledell Wu, Sergey Edunov, Danqi Chen, Wen-tau Yih
Dense Passage Retrieval for Open-Domain Question Answering. EMNLP (1) (2020)
Emily Dinan, Angela Fan, Ledell Wu, Jason Weston, Douwe Kiela, Adina Williams
Multi-Dimensional Gender Bias Classification. EMNLP (1) (2020)
Emily Dinan, Angela Fan, Ledell Wu, Jason Weston, Douwe Kiela, Adina Williams
Multi-Dimensional Gender Bias Classification. CoRR (2020)
Ledell Wu, Fabio Petroni, Martin Josifoski, Sebastian Riedel, Luke Zettlemoyer
Zero-shot Entity Linking with Dense Entity Retrieval. CoRR (2019)
Adam Lerer, Ledell Wu, Jiajun Shen, Timothée Lacroix, Luca Wehrstedt, Abhijit Bose, Alex Peysakhovich
Pytorch-BigGraph: A Large Scale Graph Embedding System. MLSys (2019)
Adam Lerer, Ledell Wu, Jiajun Shen, Timothée Lacroix, Luca Wehrstedt, Abhijit Bose, Alexander Peysakhovich
PyTorch-BigGraph: A Large-scale Graph Embedding System. CoRR (2019)
Ledell Wu, Adam Fisch, Sumit Chopra, Keith Adams, Antoine Bordes, Jason Weston
StarSpace: Embed All The Things! CoRR (2017)