Publications

Publications authored with Xuchao Zhang

New! CLUR: Uncertainty Estimation for Few-Shot Text Classification with Contrastive Learning

Jianfeng He, Xuchao Zhang, Shuo Lei, Abdulaziz Alhamadani, Fanglan Chen
In Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, (pp 698-710), 08/2023
Citatations: BibTeX

New! TART: Improved Few-shot Text Classification Using Task-Adaptive Reference Transformation

Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen
In Proceedings of the Association for Computational Linguistics, (pp 11014-11026), 07/2023
Citatations: BibTeX

New! LANS: Large-scale Arabic News Summarization Corpus

Abdulaziz Alhamadani, Xuchao Zhang, Jianfeng He
In Cornell University, : , 10/2022
Citatations: BibTeX

New! Uncertainty-Aware Cross-Lingual Transfer with Pseudo Partial Labels

Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen
In Proceedings of the Association for Computational Linguistics, (pp 1987-1997), 07/2022
Citatations: BibTeX

New! Cross-Domain Few-Shot Semantic Segmentation

Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen
In Proceedings of the European Conference on Computer Vision (ECCV), (pp 73-90), 11/2022
Citatations: BibTeX

Semantic inpainting on segmentation map via multi-expansion loss

Jianfeng He, Xuchao Zhang, Shuo Lei
In Neurocomputing, 501 : 306-317, 08/2022
Citatations: BibTeX

New! Online and Distributed Robust Regressions with Extremely Noisy Labels

Shuo Lei, Xuchao Zhang, Liang Zhao, Arnold Boediardjo
In ACM Transactions on Knowledge Discovery from Data (TKDD), 16 3: 1-24, 10/2021
Citatations: BibTeX

New! Corpus-level and Concept-based Explanations for Interpretable Document Classification

Tian Shi, Xuchao Zhang, Ping Wang, Chandan Reddy
In Cornell University, : , 05/2021
Citatations: BibTeX

New! Semantic Editing On Segmentation Map Via Multi-Expansion Loss

Jianfeng He, Xuchao Zhang, Shuo Lei
In Cornell University, : , 10/2020
Citatations: BibTeX

New! Few-Shot Semantic Segmentation Augmented with Image-Level Weak Annotations

Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen
In Cornell University, : , 06/2021
Citatations: BibTeX

New! Towards More Accurate Uncertainty Estimation In Text Classification

Jianfeng He, Xuchao Zhang, Shuo Lei, Zhiqian Chen, Fanglan Chen, Abdulaziz Alhamadani
In Proceedings of the Empirical Methods in Natural Language Processing, (pp 8362–8372),
Citatations: BibTeX

New! Self-Paced Robust Learning for Leveraging Clean Labels in Noisy Data

Xuchao Zhang, Fanglan Chen, Liang Zhao
In Proceedings of the 4th AAAI Conference on Artificial Intelligence, (pp 6853-6860), 04/2020
Citatations: BibTeX

New! TapNet: Multivariate Time Series Classification with Attentional Prototypical Network

Xuchao Zhang
In Proceedings of the 4th AAAI Conference on Artificial Intelligence, (pp 6845-6852), 04/2020
Citatations: BibTeX

New! Mitigating Uncertainty in Document Classification

Xuchao Zhang, Fanglan Chen, Naren Ramakrishnan
In Cornell University, : , 07/2019
Citatations: BibTeX

New! Robust Regression via Heuristic Corruption Thresholding and Its Adaptive Estimation Variation

Xuchao Zhang, Shuo Lei, Liang Zhao, Arnold Boediardjo
In ACM Transactions on Knowledge Discovery from Data (TKDD), 13 3: 1-22, 06/2019
Citatations: BibTeX

New! Feature driven learning framework for cybersecurity event detection

Taoran Ji, Xuchao Zhang, Nathan Self, Kaiqun Fu, Naren Ramakrishnan
In Proceedings of the IEEE/ACM Advances in Social Networks Analysis and Mining (ASONAM), (pp 196–203), 08/2019
Citatations: BibTeX

New! Modeling the Relationship between User Comments and Edits in Document Revision

Xuchao Zhang
In Proceedings of the EMNLP-IJCNLP, (pp 5002–5011),
Citatations: BibTeX

New! Situation-Based Interpretable Learning for Personality Prediction in Social Media

Lei Zhang, Liang Zhao, Xuchao Zhang
In Proceedings of the IEEE International Conference on Big Data, (pp 1554-1562), 01/2019
Citatations: BibTeX

New! Robust Regression via Online Feature Selection Under Adversarial Data Corruption

Xuchao Zhang, Shuo Lei, Liang Zhao, Arnold Boediardjo
In Proceedings of the IEEE International Conference on Data Mining, (pp 1440-1445), 12/2018
Citatations: BibTeX

New! Distributed Self-Paced Learning in Alternating Direction Method of Multipliers

Xuchao Zhang, Liang Zhao, Zhiqian Chen
In Proceedings of the International Joint Conference on Artificial Intelligence, (pp 3148-3154),
Citatations: BibTeX

New! Water Disaggregation via Shape Features based Bayesian Discriminative Sparse Coding

Bingsheng Wang, Xuchao Zhang, Feng Chen
In Cornell University, : ,
Citatations: BibTeX

New! Rational Neural Networks for Approximating Jump Discontinuities of Graph Convolution Operator

Zhiqian Chen, Feng Chen, Xuchao Zhang
In Cornell University, : , 08/2018
Citatations: BibTeX

New! Multimodal Storytelling via Generative Adversarial Imitation Learning

Zhiqian Chen, Xuchao Zhang, Arnold Boediardjo, Jing Dai
In Cornell University, : , 12/2017
Citatations: BibTeX

New! Robust Regression via Heuristic Hard Thresholding

Xuchao Zhang, Liang Zhao, Arnold Boediardjo
In Proceedings of the International Joint Conference on Artificial Intelligence, (pp 3434-3440),
Citatations: BibTeX

New! Online and Distributed Robust Regressions Under Adversarial Data Corruption

Xuchao Zhang, Liang Zhao, Arnold Boediardjo
In Proceedings of the IEEE International Conference on Data Mining, (pp 625-634), 12/2017
Citatations: BibTeX

New! TRACES: Generating Twitter stories via shared subspace and temporal smoothness

Xuchao Zhang, Zhiqian Chen, Liang Zhao, Arnold Boediardjo
In Proceedings of the IEEE International Conference on Big Data, (pp 1688-1693), 01/2018
Citatations: BibTeX

New! Trendi: Tracking stories in news and microblogs via emerging, evolving and fading topics

Xuchao Zhang, Liang Zhao, Zhiqian Chen, Arnold Boediardjo, Jing Dai
In Proceedings of the IEEE International Conference on Big Data, (pp 1590-1599), 01/2018
Citatations: BibTeX

New! Spatiotemporal Event Forecasting from Incomplete Hyper-local Price Data

Xuchao Zhang, Liang Zhao, Arnold Boediardjo, Naren Ramakrishnan
In Proceedings of the CIKM, (pp 507-516), 11/2017
Citatations: BibTeX