Dejiao Zhang

44 papers A* 3A 2B 1Misc 2Journal 22Unranked 14
YearRankTypeTitle / Venue / Authors
2025 J jnl
QualityFlow: An Agentic Workflow for Program Synthesis Controlled by LLM Quality Checks.
CoRR
Yaojie Hu, Qiang Zhou, Qihong Chen, Xiaopeng Li, Linbo Liu, Dejiao Zhang, Amit Kachroo, Talha Oz, Omer Tripp
2024 J jnl
Code Representation Learning At Scale.
CoRR
Dejiao Zhang, Wasi Uddin Ahmad, Ming Tan, Hantian Ding, Ramesh Nallapati, Dan Roth, Xiaofei Ma, Bing Xiang
2024 A* conf
Code Representation Learning at Scale.
ICLR
Dejiao Zhang, Wasi Uddin Ahmad, Ming Tan, Hantian Ding, Ramesh Nallapati, Dan Roth, Xiaofei Ma, Bing Xiang
2024 A* conf
Reasoning in Token Economies: Budget-Aware Evaluation of LLM Reasoning Strategies.
EMNLP
Junlin Wang, Siddhartha Jain, Dejiao Zhang, Baishakhi Ray, Varun Kumar, Ben Athiwaratkun
2024 J jnl
Reasoning in Token Economies: Budget-Aware Evaluation of LLM Reasoning Strategies.
CoRR
Junlin Wang, Siddhartha Jain, Dejiao Zhang, Baishakhi Ray, Varun Kumar, Ben Athiwaratkun
2024 A* conf
Repoformer: Selective Retrieval for Repository-Level Code Completion.
ICML
Di Wu, Wasi Uddin Ahmad, Dejiao Zhang, Murali Krishna Ramanathan, Xiaofei Ma
2024 J jnl
Repoformer: Selective Retrieval for Repository-Level Code Completion.
CoRR
Di Wu, Wasi Uddin Ahmad, Dejiao Zhang, Murali Krishna Ramanathan, Xiaofei Ma
2023 — conf
ContraCLM: Contrastive Learning For Causal Language Model.
ACL (1)
Nihal Jain, Dejiao Zhang, Wasi Uddin Ahmad, Zijian Wang, Feng Nan, Xiaopeng Li, Ming Tan, Ramesh Nallapati, Baishakhi Ray, Parminder Bhatia, Xiaofei Ma, Bing Xiang
2023 — conf
Exploring Continual Learning for Code Generation Models.
ACL (2)
Prateek Yadav, Qing Sun, Hantian Ding, Xiaopeng Li, Dejiao Zhang, Ming Tan, Parminder Bhatia, Xiaofei Ma, Ramesh Nallapati, Murali Krishna Ramanathan, Mohit Bansal, Bing Xiang
2023 J jnl
Exploring Continual Learning for Code Generation Models.
CoRR
Prateek Yadav, Qing Sun, Hantian Ding, Xiaopeng Li, Dejiao Zhang, Ming Tan, Xiaofei Ma, Parminder Bhatia, Ramesh Nallapati, Murali Krishna Ramanathan, Mohit Bansal, Bing Xiang
2023 — conf
Multitask Pretraining with Structured Knowledge for Text-to-SQL Generation.
ACL (1)
Robert Giaquinto, Dejiao Zhang, Benjamin Kleiner, Yang Li, Ming Tan, Parminder Bhatia, Ramesh Nallapati, Xiaofei Ma
2022 J jnl
ContraGen: Effective Contrastive Learning For Causal Language Model.
CoRR
Nihal Jain, Dejiao Zhang, Wasi Uddin Ahmad, Zijian Wang, Feng Nan, Xiaopeng Li, Ming Tan, Ramesh Nallapati, Baishakhi Ray, Parminder Bhatia, Xiaofei Ma, Bing Xiang
2022 — conf
Learning Dialogue Representations from Consecutive Utterances.
NAACL-HLT
Zhihan Zhou, Dejiao Zhang, Wei Xiao, Nicholas Dingwall, Xiaofei Ma, Andrew O. Arnold, Bing Xiang
2022 J jnl
Learning Dialogue Representations from Consecutive Utterances.
CoRR
Zhihan Zhou, Dejiao Zhang, Wei Xiao, Nicholas Dingwall, Xiaofei Ma, Andrew O. Arnold, Bing Xiang
2022 — conf
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora.
NAACL-HLT
Xisen Jin, Dejiao Zhang, Henghui Zhu, Wei Xiao, Shang-wen Li, Xiaokai Wei, Andrew O. Arnold, Xiang Ren
2022 J jnl
QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition.
CoRR
Andy T. Liu, Wei Xiao, Henghui Zhu, Dejiao Zhang, Shang-wen Li, Andrew O. Arnold
2022 — conf
Virtual Augmentation Supported Contrastive Learning of Sentence Representations.
ACL (Findings)
Dejiao Zhang, Wei Xiao, Henghui Zhu, Xiaofei Ma, Andrew O. Arnold
2021 — conf
Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction.
ACL/IJCNLP (1)
Yifan Gao, Henghui Zhu, Patrick Ng, Cícero Nogueira dos Santos, Zhiguo Wang, Feng Nan, Dejiao Zhang, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang
2021 A conf
Entity-level Factual Consistency of Abstractive Text Summarization.
EACL
Feng Nan, Ramesh Nallapati, Zhiguo Wang, Cícero Nogueira dos Santos, Henghui Zhu, Dejiao Zhang, Kathy McKeown, Bing Xiang
2021 J jnl
Entity-level Factual Consistency of Abstractive Text Summarization.
CoRR
Feng Nan, Ramesh Nallapati, Zhiguo Wang, Cícero Nogueira dos Santos, Henghui Zhu, Dejiao Zhang, Kathleen R. McKeown, Bing Xiang
2021 — conf
Improving Factual Consistency of Abstractive Summarization via Question Answering.
ACL/IJCNLP (1)
Feng Nan, Cícero Nogueira dos Santos, Henghui Zhu, Patrick Ng, Kathleen R. McKeown, Ramesh Nallapati, Dejiao Zhang, Zhiguo Wang, Andrew O. Arnold, Bing Xiang
2021 J jnl
Improving Factual Consistency of Abstractive Summarization via Question Answering.
CoRR
Feng Nan, Cícero Nogueira dos Santos, Henghui Zhu, Patrick Ng, Kathleen R. McKeown, Ramesh Nallapati, Dejiao Zhang, Zhiguo Wang, Andrew O. Arnold, Bing Xiang
2021 J jnl
Knowledge Enhanced Pretrained Language Models: A Compreshensive Survey.
CoRR
Xiaokai Wei, Shen Wang, Dejiao Zhang, Parminder Bhatia, Andrew O. Arnold
2021 J jnl
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora.
CoRR
Xisen Jin, Dejiao Zhang, Henghui Zhu, Wei Xiao, Shang-wen Li, Xiaokai Wei, Andrew O. Arnold, Xiang Ren
2021 — conf
Pairwise Supervised Contrastive Learning of Sentence Representations.
EMNLP (1)
Dejiao Zhang, Shang-wen Li, Wei Xiao, Henghui Zhu, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang
2021 J jnl
Pairwise Supervised Contrastive Learning of Sentence Representations.
CoRR
Dejiao Zhang, Shang-wen Li, Wei Xiao, Henghui Zhu, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang
2021 — conf
Supporting Clustering with Contrastive Learning.
NAACL-HLT
Dejiao Zhang, Feng Nan, Xiaokai Wei, Shang-wen Li, Henghui Zhu, Kathleen R. McKeown, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang
2021 J jnl
Supporting Clustering with Contrastive Learning.
CoRR
Dejiao Zhang, Feng Nan, Xiaokai Wei, Shang-wen Li, Henghui Zhu, Kathleen R. McKeown, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang
2021 J jnl
Virtual Augmentation Supported Contrastive Learning of Sentence Representations.
CoRR
Dejiao Zhang, Wei Xiao, Henghui Zhu, Xiaofei Ma, Andrew O. Arnold
2020 J jnl
Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction.
CoRR
Yifan Gao, Henghui Zhu, Patrick Ng, Cícero Nogueira dos Santos, Zhiguo Wang, Feng Nan, Dejiao Zhang, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang
2020 — conf
Unsupervised Domain Adaptation for Cross-lingual Text Labeling.
EMNLP (Findings)
Dejiao Zhang, Ramesh Nallapati, Henghui Zhu, Feng Nan, Cícero Nogueira dos Santos, Kathleen R. McKeown, Bing Xiang
2018 — conf
Learning to Share: simultaneous parameter tying and Sparsification in Deep Learning.
ICLR (Poster)
Dejiao Zhang, Haozhu Wang, Mário A. T. Figueiredo, Laura Balzano
2018 — conf
Online Estimation of Coherent Subspaces with Adaptive Sampling.
SSP
Greg Ongie, David Hong, Dejiao Zhang, Laura Balzano
2018 — conf
Simultaneous Sparsity and Parameter Tying for Deep Learning Using Ordered Weighted ℓ1 Regularization.
SSP
Dejiao Zhang, Julian Katz-Samuels, Mário A. T. Figueiredo, Laura Balzano
2017 J jnl
Deep Unsupervised Clustering Using Mixture of Autoencoders.
CoRR
Dejiao Zhang, Yifan Sun, Brian Eriksson, Laura Balzano
2017 Misc conf
Enhanced online subspace estimation via adaptive sensing.
ACSSC
Greg Ongie, David Hong, Dejiao Zhang, Laura Balzano
2017 Misc conf
Matched subspace detection using compressively sampled data.
ICASSP
Dejiao Zhang, Laura Balzano
2017 J jnl
Subspace Clustering using Ensembles of $K$-Subspaces.
CoRR
John Lipor, David Hong, Dejiao Zhang, Laura Balzano
2016 J jnl
Convergence of a Grassmannian Gradient Descent Algorithm for Subspace Estimation From Undersampled Data.
CoRR
Dejiao Zhang, Laura Balzano
2016 A conf
Global Convergence of a Grassmannian Gradient Descent Algorithm for Subspace Estimation.
AISTATS
Dejiao Zhang, Laura Balzano
2015 J jnl
Global Convergence of a Grassmannian Gradient Descent Algorithm for Subspace Estimation.
CoRR
Dejiao Zhang, Laura Balzano
2014 J jnl
Iterative Grassmannian optimization for robust image alignment.
Image Vis. Comput.
Jun He, Dejiao Zhang, Laura Balzano, Tao Tao
2013 J jnl
Iterative Grassmannian Optimization for Robust Image Alignment.
CoRR
Jun He, Dejiao Zhang, Laura Balzano, Tao Tao
2013 B conf
Iterative online subspace learning for robust image alignment.
FG
Jun He, Dejiao Zhang, Laura Balzano, Tao Tao