Guoqing Zheng

According to our database, Guoqing Zheng authored at least 48 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Toward Robust Graph Semi-Supervised Learning Against Extreme Data Scarcity.

Kaize Ding, Elnaz Nouri, Guoqing Zheng, Huan Liu, Ryen White

IEEE Trans. Neural Networks Learn. Syst., September, 2024

CR-MoE: Consistent Routed Mixture-of-Experts for Scaling Contrastive Learning.

Ziyu Jiang, Guoqing Zheng, Yu Cheng, Ahmed Hassan Awadallah, Zhangyang Wang

Trans. Mach. Learn. Res., 2024

AgentInstruct: Toward Generative Teaching with Agentic Flows.

Arindam Mitra, Luciano Del Corro, Guoqing Zheng, Shweti Mahajan, Dany Rouhana, Andrés Codas, Yadong Lu, Weige Chen, Olga Vrousgos, Corby Rosset, Fillipe Silva, Hamed Khanpour, Yash Lara, Ahmed Awadallah

CoRR, 2024

Dataset Distillation with Channel Efficient Process.

Wenbo Zhou, Guoqing Zheng, Xinghao Ding

Proceedings of the IEEE International Conference on Acoustics, 2024

Hybrid-RACA: Hybrid Retrieval-Augmented Composition Assistance for Real-time Text Prediction.

Menglin Xia, Xuchao Zhang, Camille Couturier, Guoqing Zheng, Saravan Rajmohan, Victor Rühle

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

2023

Anomaly-Based Ship Detection Using SP Feature-Space Learning with False-Alarm Control in Sea-Surface SAR Images.

Xueli Pan, Nana Li, Lixia Yang, Zhixiang Huang, Jie Chen, Zhenhua Wu, Guoqing Zheng

Remote. Sens., July, 2023

Orca 2: Teaching Small Language Models How to Reason.

Arindam Mitra, Luciano Del Corro, Shweti Mahajan, Andrés Codas, Clarisse Simões, Sahaj Agrawal, Xuxi Chen, Anastasia Razdaibiedina, Erik Jones, Kriti Aggarwal, Hamid Palangi, Guoqing Zheng, Corby Rosset, Hamed Khanpour, Ahmed Awadallah

CoRR, 2023

Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation.

Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Anastasios Kyrillidis, Robert Sim

CoRR, 2023

Hybrid Retrieval-Augmented Generation for Real-time Composition Assistance.

Xuchao Zhang, Menglin Xia, Camille Couturier, Guoqing Zheng, Saravan Rajmohan, Victor Rühle

CoRR, 2023

Fed-ZERO: Efficient Zero-shot Personalization with Federated Mixture of Experts.

Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Robert Sim, Anastasios Kyrillidis, Dimitrios Dimitriadis

CoRR, 2023

Graph-Based Dependency-Aware Non-Intrusive Load Monitoring.

Guoqing Zheng, Yuming Hu, Zhenlong Xiao, Xinghao Ding

Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

Infrared and Visible Image Fusion via Test-Time Training.

Guoqing Zheng, Zhenqi Fu, Xiaopeng Lin, Xueye Chu, Yue Huang, Xinghao Ding

Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

Axiomatic Preference Modeling for Longform Question Answering.

Corby Rosset, Guoqing Zheng, Victor Dibia, Ahmed Awadallah, Paul N. Bennett

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy Labels.

Yue Zhao, Guoqing Zheng, Subhabrata Mukherjee, Robert McCann, Ahmed Awadallah

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Adaptive CFAR Method for SAR Ship Detection Using Intensity and Texture Feature Fusion Attention Contrast Mechanism.

Nana Li, Xueli Pan, Lixia Yang, Zhixiang Huang, Zhenhua Wu, Guoqing Zheng

Sensors, 2022

Learning with Few Labeled Nodes via Augmented Graph Self-Training.

Kaize Ding, Elnaz Nouri, Guoqing Zheng, Huan Liu, Ryen White

CoRR, 2022

WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding.

Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Hassan Awadallah

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Knowledge Infused Decoding.

Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Hassan Awadallah

Proceedings of the Tenth International Conference on Learning Representations, 2022

Boosting Natural Language Generation from Instructions with Meta-Learning.

Budhaditya Deb, Ahmed Hassan Awadallah, Guoqing Zheng

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Pathologies of Pre-trained Language Models in Few-shot Fine-tuning.

Hanjie Chen, Guoqing Zheng, Ahmed Hassan Awadallah, Yangfeng Ji

Proceedings of the Third Workshop on Insights from Negative Results in NLP, 2022

2021

CLUES: Few-Shot Learning Evaluation in Natural Language Understanding.

Subhabrata Mukherjee, Xiaodong Liu, Guoqing Zheng, Saghar Hosseini, Hao Cheng, Greg Yang, Christopher Meek, Ahmed Hassan Awadallah, Jianfeng Gao

CoRR, 2021

MetaXT: Meta Cross-Task Transfer between Disparate Label Spaces.

Srinagesh Sharma, Guoqing Zheng, Ahmed Hassan Awadallah

CoRR, 2021

WALNUT: A Benchmark on Weakly Supervised Learning for Natural Language Understanding.

Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Hassan Awadallah

CoRR, 2021

Few-Shot Learning Evaluation in Natural Language Understanding.

Subhabrata Mukherjee, Xiaodong Liu, Guoqing Zheng, Saghar Hosseini, Hao Cheng, Ge Yang, Christopher Meek, Ahmed Hassan Awadallah, Jianfeng Gao

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning.

Mengzhou Xia, Guoqing Zheng, Subhabrata Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Hassan Awadallah

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Self-Training with Weak Supervision.

Giannis Karamanolakis, Subhabrata Mukherjee, Guoqing Zheng, Ahmed Hassan Awadallah

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

A Conditional Generative Matching Model for Multi-lingual Reply Suggestion.

Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Hassan Awadallah

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

A Dataset and Baselines for Multilingual Reply Suggestion.

Mozhi Zhang, Wei Wang, Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Hassan Awadallah

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Meta Label Correction for Noisy Label Learning.

Guoqing Zheng, Ahmed Hassan Awadallah, Susan T. Dumais

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Leveraging Multi-Source Weak Social Supervision for Early Detection of Fake News.

Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata Mukherjee, Ahmed Hassan Awadallah, Scott W. Ruston, Huan Liu

CoRR, 2020

Learning with Weak Supervision for Email Intent Detection.

Kai Shu, Subhabrata Mukherjee, Guoqing Zheng, Ahmed Hassan Awadallah, Milad Shokouhi, Susan T. Dumais

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Early Detection of Fake News with Multi-source Weak Social Supervision.

Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata Mukherjee, Ahmed Hassan Awadallah, Scott W. Ruston, Huan Liu

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Complementary Auxiliary Classifiers for Label-Conditional Text Generation.

Yuan Li, Chunyuan Li, Yizhe Zhang, Xiujun Li, Guoqing Zheng, Lawrence Carin, Jianfeng Gao

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Meta Label Correction for Learning with Weak Supervision.

Guoqing Zheng, Ahmed Hassan Awadallah, Susan T. Dumais

CoRR, 2019

2018

Stochastic WaveNet: A Generative Latent Variable Model for Sequential Data.

Guokun Lai, Bohan Li, Guoqing Zheng, Yiming Yang

CoRR, 2018

2017

Likelihood Almost Free Inference Networks.

Guoqing Zheng, Yiming Yang, Jaime G. Carbonell

CoRR, 2017

Convolutional Normalizing Flows.

Guoqing Zheng, Yiming Yang, Jaime G. Carbonell

CoRR, 2017

Experiments in Curation: Towards Machine-Assisted Construction of Software Architecture Knowledge Bases.

Ian Gorton, Ruochen Xu, Yiming Yang, Hanxiao Liu, Guoqing Zheng

Proceedings of the 2017 IEEE International Conference on Software Architecture, 2017

2016

Efficient Shift-Invariant Dictionary Learning.

Guoqing Zheng, Yiming Yang, Jaime G. Carbonell

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

2015

Modeling seed user from short message records.

Guoqing Zheng, Jinshan Liu

Int. J. Model. Simul. Sci. Comput., 2015

Learning to Reweight Terms with Distributed Representations.

Guoqing Zheng, Jamie Callan

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

2014

Probabilistic text modeling with orthogonalized topics.

Enpeng Yao, Guoqing Zheng, Ou Jin, Shenghua Bao, Kailong Chen, Zhong Su, Yong Yu

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

2012

News comments generation via mining microblogs.

Xuezhi Cao, Kailong Chen, Rui Long, Guoqing Zheng, Yong Yu

Proceedings of the 21st World Wide Web Conference, 2012

Collaborative personalized tweet recommendation.

Kailong Chen, Tianqi Chen, Guoqing Zheng, Ou Jin, Enpeng Yao, Yong Yu

Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

2011

MSRA at TAC 2011: Entity Linking.

Yunbo Cao, Chin-Yew Lin, Guoqing Zheng

Proceedings of the Fourth Text Analysis Conference, 2011

Mining topics on participations for community discovery.

Guoqing Zheng, Jinwen Guo, Lichun Yang, Shengliang Xu, Shenghua Bao, Zhong Su, Dingyi Han, Yong Yu

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

2010

A topical link model for community discovery in textual interaction graph.

Guoqing Zheng, Jinwen Guo, Lichun Yang, Shengliang Xu, Shenghua Bao, Zhong Su, Dingyi Han, Yong Yu

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2006

Meta-heuristic algorithms for parameter estimation of semi-parametric linear regression models.

Guoqing Zheng, Pingjian Zhang

Comput. Stat. Data Anal., 2006