Meta-heuristic algorithms for parameter estimation of semi-parametric linear regression models. - Guoqing Zheng; Pingjian Zhang (Comput. Stat. Data Anal., 2006)

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 001 (CIKM, 2010)

Mining topics on participations for community discovery. - Guoqing Zheng; Jinwen Guo; Lichun Yang; Shengliang Xu; Shenghua Bao; Zhong Su; Dingyi Han; Yong Yu 001 (SIGIR, 2011)

MSRA at TAC 2011: Entity Linking. - Yunbo Cao; Chin-Yew Lin; Guoqing Zheng (TAC, 2011)

Collaborative personalized tweet recommendation. - Kailong Chen; Tianqi Chen 001; Guoqing Zheng; Ou Jin; Enpeng Yao; Yong Yu 001 (SIGIR, 2012)

News comments generation via mining microblogs. - Xuezhi Cao; Kailong Chen; Rui Long; Guoqing Zheng; Yong Yu 001 (WWW (Companion Volume), 2012)

Probabilistic text modeling with orthogonalized topics. - Enpeng Yao; Guoqing Zheng; Ou Jin; Shenghua Bao; Kailong Chen; Zhong Su; Yong Yu 001 (SIGIR, 2014)

Learning to Reweight Terms with Distributed Representations. - Guoqing Zheng; Jamie Callan (SIGIR, 2015)

Modeling seed user from short message records. - Guoqing Zheng; Jinshan Liu (Int. J. Model. Simul. Sci. Comput., 2015)

Efficient Shift-Invariant Dictionary Learning. - Guoqing Zheng; Yiming Yang; Jaime G. Carbonell (KDD, 2016)

Experiments in Curation: Towards Machine-Assisted Construction of Software Architecture Knowledge Bases. - Ian Gorton; Ruochen Xu; Yiming Yang; Hanxiao Liu; Guoqing Zheng (ICSA, 2017)

Convolutional Normalizing Flows. - Guoqing Zheng; Yiming Yang; Jaime G. Carbonell (CoRR, 2017)

Likelihood Almost Free Inference Networks. - Guoqing Zheng; Yiming Yang; Jaime G. Carbonell (CoRR, 2017)

Stochastic WaveNet: A Generative Latent Variable Model for Sequential Data. - Guokun Lai; Bohan Li; Guoqing Zheng; Yiming Yang (CoRR, 2018)

Meta Label Correction for Learning with Weak Supervision. - Guoqing Zheng; Ahmed Hassan Awadallah; Susan T. Dumais (CoRR, 2019)

Complementary Auxiliary Classifiers for Label-Conditional Text Generation. - Yuan Li 032; Chunyuan Li; Yizhe Zhang 002; Xiujun Li; Guoqing Zheng; Lawrence Carin; Jianfeng Gao 001 (AAAI, 2020)

Early Detection of Fake News with Multi-source Weak Social Supervision. - Kai Shu; Guoqing Zheng; Yichuan Li 001; Subhabrata Mukherjee; Ahmed Hassan Awadallah; Scott W. Ruston; Huan Liu 001 (ECML/PKDD (3), 2020)

Learning with Weak Supervision for Email Intent Detection. - Kai Shu; Subhabrata Mukherjee; Guoqing Zheng; Ahmed Hassan Awadallah; Milad Shokouhi; Susan T. Dumais (SIGIR, 2020)

Leveraging Multi-Source Weak Social Supervision for Early Detection of Fake News. - Kai Shu; Guoqing Zheng; Yichuan Li 001; Subhabrata Mukherjee; Ahmed Hassan Awadallah; Scott W. Ruston; Huan Liu 001 (CoRR, 2020)

Meta Label Correction for Noisy Label Learning. - Guoqing Zheng; Ahmed Hassan Awadallah; Susan T. Dumais (AAAI, 2021)

A Dataset and Baselines for Multilingual Reply Suggestion. - Mozhi Zhang; Wei Wang 238; Budhaditya Deb; Guoqing Zheng; Milad Shokouhi; Ahmed Hassan Awadallah (ACL/IJCNLP (1), 2021)

A Conditional Generative Matching Model for Multi-lingual Reply Suggestion. - Budhaditya Deb; Guoqing Zheng; Milad Shokouhi; Ahmed Hassan Awadallah (EMNLP (Findings), 2021)

Self-Training with Weak Supervision. - Giannis Karamanolakis; Subhabrata Mukherjee; Guoqing Zheng; Ahmed Hassan Awadallah (NAACL-HLT, 2021)

MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning. - Mengzhou Xia; Guoqing Zheng; Subhabrata Mukherjee; Milad Shokouhi; Graham Neubig; Ahmed Hassan Awadallah (NAACL-HLT, 2021)

Few-Shot Learning Evaluation in Natural Language Understanding. - Subhabrata Mukherjee; Xiaodong Liu 003; Guoqing Zheng; Saghar Hosseini; Hao Cheng 002; Ge Yang; Christopher Meek; Ahmed Hassan Awadallah; Jianfeng Gao 001 (NeurIPS Datasets and Benchmarks, 2021)

WALNUT: A Benchmark on Weakly Supervised Learning for Natural Language Understanding. - Guoqing Zheng; Giannis Karamanolakis; Kai Shu; Ahmed Hassan Awadallah (CoRR, 2021)

MetaXT: Meta Cross-Task Transfer between Disparate Label Spaces. - Srinagesh Sharma; Guoqing Zheng; Ahmed Hassan Awadallah (CoRR, 2021)

CLUES: Few-Shot Learning Evaluation in Natural Language Understanding. - Subhabrata Mukherjee; Xiaodong Liu 003; Guoqing Zheng; Saghar Hosseini; Hao Cheng 002; Greg Yang; Christopher Meek; Ahmed Hassan Awadallah; Jianfeng Gao 001 (CoRR, 2021)

Pathologies of Pre-trained Language Models in Few-shot Fine-tuning. - Hanjie Chen; Guoqing Zheng; Ahmed Hassan Awadallah; Yangfeng Ji (Insights@ACL, 2022)

Boosting Natural Language Generation from Instructions with Meta-Learning. - Budhaditya Deb; Ahmed Hassan Awadallah; Guoqing Zheng (EMNLP, 2022)

Knowledge Infused Decoding. - Ruibo Liu; Guoqing Zheng; Shashank Gupta; Radhika Gaonkar; Chongyang Gao; Soroush Vosoughi; Milad Shokouhi; Ahmed Hassan Awadallah (ICLR, 2022)

WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding. - Guoqing Zheng; Giannis Karamanolakis; Kai Shu; Ahmed Hassan Awadallah (NAACL-HLT, 2022)

Learning with Few Labeled Nodes via Augmented Graph Self-Training. - Kaize Ding; Elnaz Nouri; Guoqing Zheng; Huan Liu 001; Ryen White (CoRR, 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)

ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy Labels. - Yue Zhao 016; Guoqing Zheng; Subhabrata Mukherjee; Robert McCann; Ahmed Awadallah 001 (AAAI, 2023)

Axiomatic Preference Modeling for Longform Question Answering. - Corby Rosset; Guoqing Zheng; Victor Dibia; Ahmed Awadallah 001; Paul N. Bennett (EMNLP, 2023)

Infrared and Visible Image Fusion via Test-Time Training. - Guoqing Zheng; Zhenqi Fu; Xiaopeng Lin; Xueye Chu; Yue Huang 001; Xinghao Ding (PRCV (10), 2023)

Graph-Based Dependency-Aware Non-Intrusive Load Monitoring. - Guoqing Zheng; Yuming Hu; Zhenlong Xiao; Xinghao Ding (PRCV (10), 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)

Hybrid Retrieval-Augmented Generation for Real-time Composition Assistance. - Xuchao Zhang; Menglin Xia; Camille Couturier; Guoqing Zheng; Saravan Rajmohan; Victor Rühle (CoRR, 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; et al. (CoRR, 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 035; Zhenhua Wu; Guoqing Zheng (Remote. Sens., 2023)

Hybrid-RACA: Hybrid Retrieval-Augmented Composition Assistance for Real-time Text Prediction. - Menglin Xia; Xuchao Zhang; Camille Couturier; Guoqing Zheng; Saravan Rajmohan; Victor Rühle (EMNLP (Industry Track), 2024)

Dataset Distillation with Channel Efficient Process. - Wenbo Zhou; Guoqing Zheng; Xinghao Ding (ICASSP, 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; et al. (CoRR, 2024)

CR-MoE: Consistent Routed Mixture-of-Experts for Scaling Contrastive Learning. - Ziyu Jiang; Guoqing Zheng; Yu Cheng 001; Ahmed Hassan Awadallah; Zhangyang Wang (Trans. Mach. Learn. Res., 2024)

Toward Robust Graph Semi-Supervised Learning Against Extreme Data Scarcity. - Kaize Ding; Elnaz Nouri; Guoqing Zheng; Huan Liu 001; Ryen White (IEEE Trans. Neural Networks Learn. Syst., 2024)

Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation. - Chen Dun; Mirian del Carmen Hipolito Garcia; Guoqing Zheng; Ahmed Hassan Awadallah; Robert Sim; Anastasios Kyrillidis (AAAI, 2025)

Phi-4-reasoning Technical Report. - Marah I Abdin; Sahaj Agarwal; Ahmed Awadallah 001; Vidhisha Balachandran; Harkirat S. Behl; Lingjiao Chen; Gustavo de Rosa; Suriya Gunasekar; Mojan Javaheripi; Neel Joshi; Piero Kauffmann; Yash Lara; et al. (CoRR, 2025)