Dejiao Zhang

Most-cited papers

Supporting Clustering with Contrastive Learning
Dejiao Zhang, Feng Nan, Xiao-Kai Wei, Shang-Wen Li +5 more
2021North American Chapter of the Association for Computational Linguistics264 citations Open access
Semantic Scholar
Entity-level Factual Consistency of Abstractive Text Summarization
Feng Nan, Ramesh Nallapati, Zhiguo Wang, Cícero Nogueira dos Santos +4 more
2021Conference of the European Chapter of the Association for Computational Linguistics201 citations Open access
Semantic Scholar
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora
Xisen Jin, Dejiao Zhang, Heng-Hui Zhu, Wei Xiao +4 more
2021BIGSCIENCE158 citations
Semantic Scholar
Repoformer: Selective Retrieval for Repository-Level Code Completion
Di Wu, Wasi Uddin Ahmad, Dejiao Zhang, Murali Krishna Ramanathan +1 more
2024International Conference on Machine Learning112 citations
Semantic Scholar
Improving Factual Consistency of Abstractive Summarization via Question Answering
Feng Nan, Cícero Nogueira dos Santos, Heng-Hui Zhu, Patrick Ng +6 more
2021Annual Meeting of the Association for Computational Linguistics108 citations Open access
Semantic Scholar
Reasoning in Token Economies: Budget-Aware Evaluation of LLM Reasoning Strategies
Junlin Wang, Siddhartha Jain, Dejiao Zhang, B. Ray +2 more
2024Conference on Empirical Methods in Natural Language Processing67 citations
Semantic Scholar
Global Convergence of a Grassmannian Gradient Descent Algorithm for Subspace Estimation
Dejiao Zhang, L. Balzano
2015International Conference on Artificial Intelligence and Statistics65 citations
Semantic Scholar
Pairwise Supervised Contrastive Learning of Sentence Representations
Dejiao Zhang, Shang-Wen Li, Wei Xiao, Heng-Hui Zhu +3 more
2021Conference on Empirical Methods in Natural Language Processing63 citations Open access
Semantic Scholar
Iterative Grassmannian optimization for robust image alignment
Jun He, Dejiao Zhang, L. Balzano, Tao Tao
2013Image and Vision Computing60 citations Open access
Semantic Scholar
Knowledge Enhanced Pretrained Language Models: A Compreshensive Survey
Xiao-Kai Wei, Shen Wang, Dejiao Zhang, Parminder Bhatia +1 more
2021arXiv.org59 citations
Semantic Scholar
Learning to Share: simultaneous parameter tying and Sparsification in Deep Learning
Dejiao Zhang, Haozhu Wang, Mário A. T. Figueiredo, L. Balzano
2018International Conference on Learning Representations54 citations
Semantic Scholar
Deep Unsupervised Clustering Using Mixture of Autoencoders
Dejiao Zhang, Yifan Sun, Brian Eriksson, L. Balzano
2017arXiv.org48 citations
Semantic Scholar
Exploring Continual Learning for Code Generation Models
Prateek Yadav, Qing Sun, Hantian Ding, Xiaopeng Li +8 more
2023Annual Meeting of the Association for Computational Linguistics43 citations Open access
Semantic Scholar
Code Representation Learning At Scale
Dejiao Zhang, Wasi Uddin Ahmad, Ming Tan, Hantian Ding +4 more
2024International Conference on Learning Representations40 citations
Semantic Scholar
Virtual Augmentation Supported Contrastive Learning of Sentence Representations
Dejiao Zhang, Wei Xiao, Heng-Hui Zhu, Xiaofei Ma +1 more
2021Findings37 citations Open access
Semantic Scholar
Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction
Yifan Gao, Heng-Hui Zhu, Patrick Ng, Cícero Nogueira dos Santos +6 more
2020Annual Meeting of the Association for Computational Linguistics34 citations Open access
Semantic Scholar
QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition
Andy T. Liu, Wei Xiao, Heng-Hui Zhu, Dejiao Zhang +2 more
2022arXiv.org32 citations Open access
Semantic Scholar
QualityFlow: An Agentic Workflow for Program Synthesis Controlled by LLM Quality Checks
Yaojie Hu, Qiang Zhou, Qihong Chen, Xiao-Peng Li +5 more
2025arXiv.org31 citations
Semantic Scholar
Learning Dialogue Representations from Consecutive Utterances
Zhihan Zhou, Dejiao Zhang, Wei Xiao, Nicholas Dingwall +3 more
2022North American Chapter of the Association for Computational Linguistics29 citations Open access
Semantic Scholar
Subspace Clustering using Ensembles of $K$-Subspaces
John J. Lipor, David Hong, Dejiao Zhang, L. Balzano
2017Information and Inference A Journal of the IMA29 citations
Semantic Scholar
ContraCLM: Contrastive Learning For Causal Language Model
Nihal Jain, Dejiao Zhang, Wasi Uddin Ahmad, Zijian Wang +8 more
2022Annual Meeting of the Association for Computational Linguistics24 citations Open access
Semantic Scholar
Iterative online subspace learning for robust image alignment
Jun He, Dejiao Zhang, L. Balzano, Tao Tao
2013IEEE International Conference on Automatic Face & Gesture Recognition17 citations
Semantic Scholar
Convergence of a Grassmannian Gradient Descent Algorithm for Subspace Estimation From Undersampled Data
Dejiao Zhang, L. Balzano
2016arXiv.org13 citations Open access
Semantic Scholar
Multitask Pretraining with Structured Knowledge for Text-to-SQL Generation
Robert Giaquinto, Dejiao Zhang, Benjamin Kleiner, Y. Li +4 more
2023Annual Meeting of the Association for Computational Linguistics11 citations Open access
Semantic Scholar
Unsupervised Domain Adaptation for Cross-lingual Text Labeling
Dejiao Zhang, Ramesh Nallapati, Heng-Hui Zhu, Feng Nan +3 more
2020Findings11 citations Open access
Semantic Scholar
Enhanced online subspace estimation via adaptive sensing
Greg Ongie, David Hong, Dejiao Zhang, L. Balzano
2017Asilomar Conference on Signals, Systems and Computers7 citations
Semantic Scholar
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora
Xisen Jin, Dejiao Zhang, Heng-Hui Zhu, Wei Xiao +4 more
2022North American Chapter of the Association for Computational Linguistics6 citations Open access
Semantic Scholar
Simultaneous Sparsity and Parameter Tying for Deep Learning Using Ordered Weighted ℓ1 Regularization
Dejiao Zhang, Julian Katz-Samuels, Mário A. T. Figueiredo, L. Balzano
2018Symposium on Software Performance3 citations
Semantic Scholar
Matched subspace detection using compressively sampled data
Dejiao Zhang, L. Balzano
2017IEEE International Conference on Acoustics, Speech, and Signal Processing3 citations
Semantic Scholar
Extracting Compact Knowledge From Massive Data
Dejiao Zhang
20191 citations
Semantic Scholar
INFORMATION MAXIMIZATION AUTO-ENCODING
Dejiao Zhang, Tianchen Zhao, L. Balzano
20181 citations
Semantic Scholar
Online Estimation of Coherent Subspaces with Adaptive Sampling
Greg Ongie, David Hong, Dejiao Zhang, L. Balzano
2018Symposium on Software Performance1 citations
Semantic Scholar
Information Regularized Neural Networks
Tianchen Zhao, Dejiao Zhang, Zeyu Sun, Honglak Lee
20181 citations
Semantic Scholar
ContraGen: Effective Contrastive Learning For Causal Language Model
Nihal Jain, Dejiao Zhang, Wasi Uddin Ahmad, Zijian Wang +8 more
2022arXiv.org0 citations Open access
Semantic Scholar
Detect Low-Resource Rumors in Microblog Posts via Adversarial Contrastive Learning
Firoj Alam, Shaden Shaar, Fahim Dalvi, Hassan Sajjad +76 more
20210 citations
Semantic Scholar
Subspace Clustering with Missing Data
Lian Liu, Dejiao Zhang, Jiabei Zheng
20140 citations
Semantic Scholar