Guoqing Zheng

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 47

Top Topics

Dictionary Learning

Weakly Supervised Learning

Natural Language

Top Venues

Publications

Ziyu Jiang, Guoqing Zheng, Yu Cheng, Ahmed Hassan Awadallah, Zhangyang Wang
CR-MoE: Consistent Routed Mixture-of-Experts for Scaling Contrastive Learning. Trans. Mach. Learn. Res. 2024 (2024)
Wenbo Zhou, Guoqing Zheng, Xinghao Ding
Dataset Distillation with Channel Efficient Process. ICASSP (2024)
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
AgentInstruct: Toward Generative Teaching with Agentic Flows. CoRR (2024)
Corby Rosset, Guoqing Zheng, Victor Dibia, Ahmed Awadallah, Paul N. Bennett
Axiomatic Preference Modeling for Longform Question Answering. EMNLP (2023)
Xueli Pan, Nana Li, Lixia Yang, Zhixiang Huang, Jie Chen, Zhenhua Wu, Guoqing Zheng
Anomaly-Based Ship Detection Using SP Feature-Space Learning with False-Alarm Control in Sea-Surface SAR Images. Remote. Sens. 15 (13) (2023)
Corby Rosset, Guoqing Zheng, Victor Dibia, Ahmed Awadallah, Paul Bennett
Axiomatic Preference Modeling for Longform Question Answering. CoRR (2023)
Yue Zhao, Guoqing Zheng, Subhabrata Mukherjee, Robert McCann, Ahmed Hassan Awadallah
ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy Labels. AAAI (2023)
Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Anastasios Kyrillidis, Robert Sim
Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation. CoRR (2023)
Xuchao Zhang, Menglin Xia, Camille Couturier, Guoqing Zheng, Saravan Rajmohan, Victor Rühle
Hybrid Retrieval-Augmented Generation for Real-time Composition Assistance. CoRR (2023)
Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Robert Sim, Anastasios Kyrillidis, Dimitrios Dimitriadis
Fed-ZERO: Efficient Zero-shot Personalization with Federated Mixture of Experts. CoRR (2023)
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 Hassan Awadallah
Orca 2: Teaching Small Language Models How to Reason. CoRR (2023)
Guoqing Zheng, Yuming Hu, Zhenlong Xiao, Xinghao Ding
Graph-Based Dependency-Aware Non-Intrusive Load Monitoring. PRCV (10) (2023)
Guoqing Zheng, Zhenqi Fu, Xiaopeng Lin, Xueye Chu, Yue Huang, Xinghao Ding
Infrared and Visible Image Fusion via Test-Time Training. PRCV (10) (2023)
Hanjie Chen, Guoqing Zheng, Ahmed Hassan Awadallah, Yangfeng Ji
Pathologies of Pre-trained Language Models in Few-shot Fine-tuning. Insights@ACL (2022)
Budhaditya Deb, Guoqing Zheng, Ahmed Hassan Awadallah
Boosting Natural Language Generation from Instructions with Meta-Learning. CoRR (2022)
Budhaditya Deb, Ahmed Hassan Awadallah, Guoqing Zheng
Boosting Natural Language Generation from Instructions with Meta-Learning. EMNLP (2022)
Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Hassan Awadallah
Knowledge Infused Decoding. ICLR (2022)
Nana Li, Xueli Pan, Lixia Yang, Zhixiang Huang, Zhenhua Wu, Guoqing Zheng
Adaptive CFAR Method for SAR Ship Detection Using Intensity and Texture Feature Fusion Attention Contrast Mechanism. Sensors 22 (21) (2022)
Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Hassan Awadallah
Knowledge Infused Decoding. CoRR (2022)
Yue Zhao, Guoqing Zheng, Subhabrata Mukherjee, Robert McCann, Ahmed Hassan Awadallah
ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy Labels. CoRR (2022)
Hanjie Chen, Guoqing Zheng, Ahmed Hassan Awadallah, Yangfeng Ji
Pathologies of Pre-trained Language Models in Few-shot Fine-tuning. CoRR (2022)
Kaize Ding, Elnaz Nouri, Guoqing Zheng, Huan Liu, Ryen White
Learning with Few Labeled Nodes via Augmented Graph Self-Training. CoRR (2022)
Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Hassan Awadallah
WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding. NAACL-HLT (2022)
Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Hassan Awadallah
A Conditional Generative Matching Model for Multi-lingual Reply Suggestion. EMNLP (Findings) (2021)
Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Hassan Awadallah
A Conditional Generative Matching Model for Multi-lingual Reply Suggestion. CoRR (2021)
Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Hassan Awadallah
WALNUT: A Benchmark on Weakly Supervised Learning for Natural Language Understanding. CoRR (2021)
Srinagesh Sharma, Guoqing Zheng, Ahmed Hassan Awadallah
MetaXT: Meta Cross-Task Transfer between Disparate Label Spaces. CoRR (2021)
Guoqing Zheng, Ahmed Hassan Awadallah, Susan T. Dumais
Meta Label Correction for Noisy Label Learning. AAAI (2021)
Mozhi Zhang, Wei Wang, Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Hassan Awadallah
A Dataset and Baselines for Multilingual Reply Suggestion. CoRR (2021)
Mengzhou Xia, Guoqing Zheng, Subhabrata Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Hassan Awadallah
MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning. CoRR (2021)
Mengzhou Xia, Guoqing Zheng, Subhabrata Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Hassan Awadallah
MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning. NAACL-HLT (2021)
Giannis Karamanolakis, Subhabrata Mukherjee, Guoqing Zheng, Ahmed Hassan Awadallah
Self-Training with Weak Supervision. NAACL-HLT (2021)
Mozhi Zhang, Wei Wang, Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Hassan Awadallah
A Dataset and Baselines for Multilingual Reply Suggestion. ACL/IJCNLP (1) (2021)
Giannis Karamanolakis, Subhabrata Mukherjee, Guoqing Zheng, Ahmed Hassan Awadallah
Self-Training with Weak Supervision. CoRR (2021)
Subhabrata Mukherjee, Xiaodong Liu, Guoqing Zheng, Saghar Hosseini, Hao Cheng, Greg Yang, Christopher Meek, Ahmed Hassan Awadallah, Jianfeng Gao
CLUES: Few-Shot Learning Evaluation in Natural Language Understanding. CoRR (2021)
Subhabrata Mukherjee, Xiaodong Liu, Guoqing Zheng, Saghar Hosseini, Hao Cheng, Ge Yang, Christopher Meek, Ahmed Hassan Awadallah, Jianfeng Gao
Few-Shot Learning Evaluation in Natural Language Understanding. NeurIPS Datasets and Benchmarks (2021)
Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata Mukherjee, Ahmed Hassan Awadallah, Scott Ruston, Huan Liu
Leveraging Multi-Source Weak Social Supervision for Early Detection of Fake News. CoRR (2020)
Yuan Li, Chunyuan Li, Yizhe Zhang, Xiujun Li, Guoqing Zheng, Lawrence Carin, Jianfeng Gao
Complementary Auxiliary Classifiers for Label-Conditional Text Generation. AAAI (2020)
Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata Mukherjee, Ahmed Hassan Awadallah, Scott Ruston, Huan Liu
Early Detection of Fake News with Multi-source Weak Social Supervision. ECML/PKDD (3) (2020)
Kai Shu, Subhabrata Mukherjee, Guoqing Zheng, Ahmed Hassan Awadallah, Milad Shokouhi, Susan T. Dumais
Learning with Weak Supervision for Email Intent Detection. CoRR (2020)
Kai Shu, Subhabrata Mukherjee, Guoqing Zheng, Ahmed Hassan Awadallah, Milad Shokouhi, Susan T. Dumais
Learning with Weak Supervision for Email Intent Detection. SIGIR (2020)
Guoqing Zheng, Ahmed Hassan Awadallah, Susan T. Dumais
Meta Label Correction for Learning with Weak Supervision. CoRR (2019)
Guokun Lai, Bohan Li, Guoqing Zheng, Yiming Yang
Stochastic WaveNet: A Generative Latent Variable Model for Sequential Data. CoRR (2018)
Guoqing Zheng, Yiming Yang, Jaime G. Carbonell
Likelihood Almost Free Inference Networks. CoRR (2017)
Guoqing Zheng, Yiming Yang, Jaime G. Carbonell
Convolutional Normalizing Flows. CoRR (2017)
Ian Gorton, Ruochen Xu, Yiming Yang, Hanxiao Liu, Guoqing Zheng
Experiments in Curation: Towards Machine-Assisted Construction of Software Architecture Knowledge Bases. ICSA (2017)
Guoqing Zheng, Yiming Yang, Jaime G. Carbonell
Efficient Shift-Invariant Dictionary Learning. KDD (2016)
Guoqing Zheng, Jamie Callan
Learning to Reweight Terms with Distributed Representations. SIGIR (2015)
Guoqing Zheng, Jinshan Liu
Modeling seed user from short message records. Int. J. Model. Simul. Sci. Comput. 6 (1) (2015)
Enpeng Yao, Guoqing Zheng, Ou Jin, Shenghua Bao, Kailong Chen, Zhong Su, Yong Yu
Probabilistic text modeling with orthogonalized topics. SIGIR (2014)
Kailong Chen, Tianqi Chen, Guoqing Zheng, Ou Jin, Enpeng Yao, Yong Yu
Collaborative personalized tweet recommendation. SIGIR (2012)
Xuezhi Cao, Kailong Chen, Rui Long, Guoqing Zheng, Yong Yu
News comments generation via mining microblogs. WWW (Companion Volume) (2012)
Yunbo Cao, Chin-Yew Lin, Guoqing Zheng
MSRA at TAC 2011: Entity Linking. TAC (2011)
Guoqing Zheng, Jinwen Guo, Lichun Yang, Shengliang Xu, Shenghua Bao, Zhong Su, Dingyi Han, Yong Yu
Mining topics on participations for community discovery. SIGIR (2011)
Guoqing Zheng, Jinwen Guo, Lichun Yang, Shengliang Xu, Shenghua Bao, Zhong Su, Dingyi Han, Yong Yu
A topical link model for community discovery in textual interaction graph. CIKM (2010)
Guoqing Zheng, Pingjian Zhang
Meta-heuristic algorithms for parameter estimation of semi-parametric linear regression models. Comput. Stat. Data Anal. 51 (2) (2006)