Guoqing Zheng

60 papers A* 13A 2Misc 1Journal 31Unranked 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
Phi-4-reasoning Technical Report.
CoRR
Marah I Abdin, Sahaj Agarwal, Ahmed Awadallah, Vidhisha Balachandran, Harkirat S. Behl, Lingjiao Chen, Gustavo de Rosa, Suriya Gunasekar, Mojan Javaheripi, Neel Joshi, Piero Kauffmann, Yash Lara, Caio César Teodoro Mendes, Arindam Mitra, Besmira Nushi, Dimitris Papailiopoulos, Olli Saarikivi, Shital Shah, Vaishnavi Shrivastava, Vibhav Vineet, Yue Wu, Safoora Yousefi, Guoqing Zheng
2025 A* conf
Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation.
AAAI
Chen Dun, Mirian del Carmen Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Robert Sim, Anastasios Kyrillidis
2024 J jnl
AgentInstruct: Toward Generative Teaching with Agentic Flows.
CoRR
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
2024 J jnl
CR-MoE: Consistent Routed Mixture-of-Experts for Scaling Contrastive Learning.
Trans. Mach. Learn. Res.
Ziyu Jiang, Guoqing Zheng, Yu Cheng, Ahmed Hassan Awadallah, Zhangyang Wang
2024 Misc conf
Dataset Distillation with Channel Efficient Process.
ICASSP
Wenbo Zhou, Guoqing Zheng, Xinghao Ding
2024 — conf
Hybrid-RACA: Hybrid Retrieval-Augmented Composition Assistance for Real-time Text Prediction.
EMNLP (Industry Track)
Menglin Xia, Xuchao Zhang, Camille Couturier, Guoqing Zheng, Saravan Rajmohan, Victor Rühle
2024 J jnl
Toward Robust Graph Semi-Supervised Learning Against Extreme Data Scarcity.
IEEE Trans. Neural Networks Learn. Syst.
Kaize Ding, Elnaz Nouri, Guoqing Zheng, Huan Liu, Ryen White
2023 A* conf
ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy Labels.
AAAI
Yue Zhao, Guoqing Zheng, Subhabrata Mukherjee, Robert McCann, Ahmed Awadallah
2023 J jnl
Anomaly-Based Ship Detection Using SP Feature-Space Learning with False-Alarm Control in Sea-Surface SAR Images.
Remote. Sens.
Xueli Pan, Nana Li, Lixia Yang, Zhixiang Huang, Jie Chen, Zhenhua Wu, Guoqing Zheng
2023 A* conf
Axiomatic Preference Modeling for Longform Question Answering.
EMNLP
Corby Rosset, Guoqing Zheng, Victor Dibia, Ahmed Awadallah, Paul N. Bennett
2023 J jnl
Axiomatic Preference Modeling for Longform Question Answering.
CoRR
Corby Rosset, Guoqing Zheng, Victor Dibia, Ahmed Awadallah, Paul Bennett
2023 J jnl
Fed-ZERO: Efficient Zero-shot Personalization with Federated Mixture of Experts.
CoRR
Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Robert Sim, Anastasios Kyrillidis, Dimitrios Dimitriadis
2023 — conf
Graph-Based Dependency-Aware Non-Intrusive Load Monitoring.
PRCV (10)
Guoqing Zheng, Yuming Hu, Zhenlong Xiao, Xinghao Ding
2023 J jnl
Hybrid Retrieval-Augmented Generation for Real-time Composition Assistance.
CoRR
Xuchao Zhang, Menglin Xia, Camille Couturier, Guoqing Zheng, Saravan Rajmohan, Victor Rühle
2023 — conf
Infrared and Visible Image Fusion via Test-Time Training.
PRCV (10)
Guoqing Zheng, Zhenqi Fu, Xiaopeng Lin, Xueye Chu, Yue Huang, Xinghao Ding
2023 J jnl
Orca 2: Teaching Small Language Models How to Reason.
CoRR
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
2023 J jnl
Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation.
CoRR
Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Anastasios Kyrillidis, Robert Sim
2022 J jnl
ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy Labels.
CoRR
Yue Zhao, Guoqing Zheng, Subhabrata Mukherjee, Robert McCann, Ahmed Awadallah
2022 J jnl
Adaptive CFAR Method for SAR Ship Detection Using Intensity and Texture Feature Fusion Attention Contrast Mechanism.
Sensors
Nana Li, Xueli Pan, Lixia Yang, Zhixiang Huang, Zhenhua Wu, Guoqing Zheng
2022 A* conf
Boosting Natural Language Generation from Instructions with Meta-Learning.
EMNLP
Budhaditya Deb, Ahmed Hassan Awadallah, Guoqing Zheng
2022 J jnl
Boosting Natural Language Generation from Instructions with Meta-Learning.
CoRR
Budhaditya Deb, Guoqing Zheng, Ahmed Hassan Awadallah
2022 A* conf
Knowledge Infused Decoding.
ICLR
Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Hassan Awadallah
2022 J jnl
Knowledge Infused Decoding.
CoRR
Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Hassan Awadallah
2022 J jnl
Learning with Few Labeled Nodes via Augmented Graph Self-Training.
CoRR
Kaize Ding, Elnaz Nouri, Guoqing Zheng, Huan Liu, Ryen White
2022 — conf
Pathologies of Pre-trained Language Models in Few-shot Fine-tuning.
Insights@ACL
Hanjie Chen, Guoqing Zheng, Ahmed Hassan Awadallah, Yangfeng Ji
2022 J jnl
Pathologies of Pre-trained Language Models in Few-shot Fine-tuning.
CoRR
Hanjie Chen, Guoqing Zheng, Ahmed Hassan Awadallah, Yangfeng Ji
2022 — conf
WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding.
NAACL-HLT
Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Hassan Awadallah
2021 — conf
A Conditional Generative Matching Model for Multi-lingual Reply Suggestion.
EMNLP (Findings)
Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Hassan Awadallah
2021 J jnl
A Conditional Generative Matching Model for Multi-lingual Reply Suggestion.
CoRR
Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Hassan Awadallah
2021 — conf
A Dataset and Baselines for Multilingual Reply Suggestion.
ACL/IJCNLP (1)
Mozhi Zhang, Wei Wang, Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Hassan Awadallah
2021 J jnl
A Dataset and Baselines for Multilingual Reply Suggestion.
CoRR
Mozhi Zhang, Wei Wang, Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Hassan Awadallah
2021 J jnl
CLUES: Few-Shot Learning Evaluation in Natural Language Understanding.
CoRR
Subhabrata Mukherjee, Xiaodong Liu, Guoqing Zheng, Saghar Hosseini, Hao Cheng, Greg Yang, Christopher Meek, Ahmed Hassan Awadallah, Jianfeng Gao
2021 — conf
Few-Shot Learning Evaluation in Natural Language Understanding.
NeurIPS Datasets and Benchmarks
Subhabrata Mukherjee, Xiaodong Liu, Guoqing Zheng, Saghar Hosseini, Hao Cheng, Ge Yang, Christopher Meek, Ahmed Hassan Awadallah, Jianfeng Gao
2021 A* conf
Meta Label Correction for Noisy Label Learning.
AAAI
Guoqing Zheng, Ahmed Hassan Awadallah, Susan T. Dumais
2021 — conf
MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning.
NAACL-HLT
Mengzhou Xia, Guoqing Zheng, Subhabrata Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Hassan Awadallah
2021 J jnl
MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning.
CoRR
Mengzhou Xia, Guoqing Zheng, Subhabrata Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Hassan Awadallah
2021 J jnl
MetaXT: Meta Cross-Task Transfer between Disparate Label Spaces.
CoRR
Srinagesh Sharma, Guoqing Zheng, Ahmed Hassan Awadallah
2021 — conf
Self-Training with Weak Supervision.
NAACL-HLT
Giannis Karamanolakis, Subhabrata Mukherjee, Guoqing Zheng, Ahmed Hassan Awadallah
2021 J jnl
Self-Training with Weak Supervision.
CoRR
Giannis Karamanolakis, Subhabrata Mukherjee, Guoqing Zheng, Ahmed Hassan Awadallah
2021 J jnl
WALNUT: A Benchmark on Weakly Supervised Learning for Natural Language Understanding.
CoRR
Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Hassan Awadallah
2020 A* conf
Complementary Auxiliary Classifiers for Label-Conditional Text Generation.
AAAI
Yuan Li, Chunyuan Li, Yizhe Zhang, Xiujun Li, Guoqing Zheng, Lawrence Carin, Jianfeng Gao
2020 — conf
Early Detection of Fake News with Multi-source Weak Social Supervision.
ECML/PKDD (3)
Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata Mukherjee, Ahmed Hassan Awadallah, Scott W. Ruston, Huan Liu
2020 A* conf
Learning with Weak Supervision for Email Intent Detection.
SIGIR
Kai Shu, Subhabrata Mukherjee, Guoqing Zheng, Ahmed Hassan Awadallah, Milad Shokouhi, Susan T. Dumais
2020 J jnl
Learning with Weak Supervision for Email Intent Detection.
CoRR
Kai Shu, Subhabrata Mukherjee, Guoqing Zheng, Ahmed Hassan Awadallah, Milad Shokouhi, Susan T. Dumais
2020 J jnl
Leveraging Multi-Source Weak Social Supervision for Early Detection of Fake News.
CoRR
Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata Mukherjee, Ahmed Hassan Awadallah, Scott W. Ruston, Huan Liu
2019 J jnl
Meta Label Correction for Learning with Weak Supervision.
CoRR
Guoqing Zheng, Ahmed Hassan Awadallah, Susan T. Dumais
2018 J jnl
Stochastic WaveNet: A Generative Latent Variable Model for Sequential Data.
CoRR
Guokun Lai, Bohan Li, Guoqing Zheng, Yiming Yang
2017 J jnl
Convolutional Normalizing Flows.
CoRR
Guoqing Zheng, Yiming Yang, Jaime G. Carbonell
2017 A conf
Experiments in Curation: Towards Machine-Assisted Construction of Software Architecture Knowledge Bases.
ICSA
Ian Gorton, Ruochen Xu, Yiming Yang, Hanxiao Liu, Guoqing Zheng
2017 J jnl
Likelihood Almost Free Inference Networks.
CoRR
Guoqing Zheng, Yiming Yang, Jaime G. Carbonell
2016 A* conf
Efficient Shift-Invariant Dictionary Learning.
KDD
Guoqing Zheng, Yiming Yang, Jaime G. Carbonell
2015 A* conf
Learning to Reweight Terms with Distributed Representations.
SIGIR
Guoqing Zheng, Jamie Callan
2015 J jnl
Modeling seed user from short message records.
Int. J. Model. Simul. Sci. Comput.
Guoqing Zheng, Jinshan Liu
2014 A* conf
Probabilistic text modeling with orthogonalized topics.
SIGIR
Enpeng Yao, Guoqing Zheng, Ou Jin, Shenghua Bao, Kailong Chen, Zhong Su, Yong Yu
2012 A* conf
Collaborative personalized tweet recommendation.
SIGIR
Kailong Chen, Tianqi Chen, Guoqing Zheng, Ou Jin, Enpeng Yao, Yong Yu
2012 — conf
News comments generation via mining microblogs.
WWW (Companion Volume)
Xuezhi Cao, Kailong Chen, Rui Long, Guoqing Zheng, Yong Yu
2011 — conf
MSRA at TAC 2011: Entity Linking.
TAC
Yunbo Cao, Chin-Yew Lin, Guoqing Zheng
2011 A* conf
Mining topics on participations for community discovery.
SIGIR
Guoqing Zheng, Jinwen Guo, Lichun Yang, Shengliang Xu, Shenghua Bao, Zhong Su, Dingyi Han, Yong Yu
2010 A conf
A topical link model for community discovery in textual interaction graph.
CIKM
Guoqing Zheng, Jinwen Guo, Lichun Yang, Shengliang Xu, Shenghua Bao, Zhong Su, Dingyi Han, Yong Yu
2006 J jnl
Meta-heuristic algorithms for parameter estimation of semi-parametric linear regression models.
Comput. Stat. Data Anal.
Guoqing Zheng, Pingjian Zhang