| 2025 | AAAI | A Pioneering Neural Network Method for Efficient and Robust Fuel Sloshing Simulation in Aircraft. | Yu Chen, Shuai Zheng, Nianyi Wang, Menglong Jin, Yan Chang |
| 2025 | DATE | FineQ: Software-Hardware Co-Design for Low-Bit Fine-Grained Mixed-Precision Quantization of LLMs. | Xilong Xie, Liang Wang, Limin Xiao, Meng Han, Lin Sun, Shuai Zheng, Xiangrong Xu |
| 2024 | ASPDAC | FuseFPS: Accelerating Farthest Point Sampling with Fusing KD-tree Construction for Point Clouds. | Meng Han, Liang Wang, Limin Xiao, Hao Zhang, Chenhao Zhang, Xilong Xie, Shuai Zheng, Jin Dong |
| 2024 | ASPLOS | Slapo: A Schedule Language for Progressive Optimization of Large Deep Learning Model Training. | Hongzheng Chen, Cody Hao Yu, Shuai Zheng, Zhen Zhang, Zhiru Zhang, Yida Wang |
| 2024 | CVPR | Endow SAM with Keen Eyes: Temporal-Spatial Prompt Learning for Video Camouflaged Object Detection. | Wenjun Hui, Zhenfeng Zhu, Shuai Zheng, Yao Zhao |
| 2024 | EuroSys | DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines. | Chenyu Jiang, Zhen Jia, Shuai Zheng, Yida Wang, Chuan Wu |
| 2024 | KDD | FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction. | Muhao Xu, Zhenfeng Zhu, Youru Li, Shuai Zheng, Yawei Zhao, Kunlun He, Yao Zhao |
| 2024 | NSDI | DISTMM: Accelerating Distributed Multimodal Model Training. | Jun Huang, Zhen Zhang, Shuai Zheng, Feng Qin, Yida Wang |
| 2023 | CVPR | Disentangling Orthogonal Planes for Indoor Panoramic Room Layout Estimation with Cross-Scale Distortion Awareness. | Zhijie Shen, Zishuo Zheng, Chunyu Lin, Lang Nie, Kang Liao, Shuai Zheng, Yao Zhao |
| 2023 | SOSP | GEMINI: Fast Failure Recovery in Distributed Training with In-Memory Checkpoints. | Zhuang Wang, Zhen Jia, Shuai Zheng, Zhen Zhang, Xinwei Fu, T. S. Eugene Ng, Yida Wang |
| 2022 | AMIA | Building the Evidence Base for Automating Public Health Surveillance through a Nationwide Medication Safety Surveillance Use Case. | Andrew I. Geller, Nadine Shehab, Rick Geimer, Yauheni Solad, Shuai Zheng, Dani Robinson-Holland |
| 2022 | ICDM | Zero-shot Object Detection Through Vision-Language Embedding Alignment. | Johnathan Xie, Shuai Zheng |
| 2022 | ICML | Removing Batch Normalization Boosts Adversarial Training. | Haotao Wang, Aston Zhang, Shuai Zheng, Xingjian Shi, Mu Li, Zhangyang Wang |
| 2022 | ICML | Partial and Asymmetric Contrastive Learning for Out-of-Distribution Detection in Long-Tailed Recognition. | Haotao Wang, Aston Zhang, Yi Zhu, Shuai Zheng, Mu Li, Alex J. Smola, Zhangyang Wang |
| 2022 | KDD | Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. | Jack FitzGerald, Shankar Ananthakrishnan, Konstantine Arkoudas, Davide Bernardi, Abhishek Bhagia, Claudio Delli Bovi, Jin Cao, Rakesh Chada, Amit Chauhan, Luoxin Chen, Anurag Dwarakanath, Satyam Dwivedi, Turan Gojayev, Karthik Gopalakrishnan, Thomas Gueudr, Dilek Hakkani-Tur, Wael Hamza, Jonathan J. Hser, Kevin Martin Jose, Haidar Khan, Beiye Liu, Jianhua Lu, Alessandro Manzotti, Pradeep Natarajan, Karolina Owczarzak, Gokmen Oz, Enrico Palumbo, Charith Peris, Chandana Satya Prakash, Stephen Rawls, Andy Rosenbaum, Anjali Shenoy, Saleh Soltan, Mukund Harakere Sridhar, Lizhen Tan, Fabian Triefenbach, Pan Wei, Haiyang Yu, Shuai Zheng, Gkhan Tr, Prem Natarajan |
| 2022 | MICCAI | SGT: Scene Graph-Guided Transformer for Surgical Report Generation. | Chen Lin, Shuai Zheng, Zhizhe Liu, Youru Li, Zhenfeng Zhu, Yao Zhao |
| 2022 | MICCAI | Attention-Enhanced Disentangled Representation Learning for Unsupervised Domain Adaptation in Cardiac Segmentation. | Xiaoyi Sun, Zhizhe Liu, Shuai Zheng, Chen Lin, Zhenfeng Zhu, Yao Zhao |
| 2022 | WWW | DCAF-BERT: A Distilled Cachable Adaptable Factorized Model For Improved Ads CTR Prediction. | Aashiq Muhamed, Jaspreet Singh, Shuai Zheng, Iman Keivanloo, Sujan Perera, James Mracek, Yi Xu, Qingjun Cui, Santosh Rajagopalan, Belinda Zeng, Trishul Chilimbi |
| 2021 | HCI | Alleviate the Cybersickness in VR Teleoperation by Constructing the Reference Space in the Human-Machine Interface. | Weiwei Jia, Xiaoling Li, Yueyang Shi, Shuai Zheng, Long Wang, Zhangyi Chen, Lixia Zhang |
| 2020 | CVPR | Distribution-Induced Bidirectional Generative Adversarial Network for Graph Representation Learning. | Shuai Zheng, Zhenfeng Zhu, Xingxing Zhang, Zhizhe Liu, Jian Cheng, Yao Zhao |
| 2020 | ICASSP | Discriminant Generative Adversarial Networks with its Application to Equipment Health Classification. | Shuai Zheng, Chetan Gupta |
| 2020 | ICASSP | Trace Norm Generative Adversarial Networks for Sensor Generation and Feature Extraction. | Shuai Zheng, Chetan Gupta |
| 2020 | ICASSP | A New Multihypothesis Prediction Scheme for Compressed Video Sensing Reconstruction. | Shuai Zheng, Xiao-Ping (Steven) Zhang, Jian Chen, Yonghong Kuo |
| 2019 | ICMLA | Evaluation of Event Impact on Key Performance Indicators. | Qiyao Wang, Ahmed K. Farahat, Kosta Ristovski, Chetan Gupta, Shuai Zheng |
| 2019 | IJCNN | Multilayer Perceptron for Sparse Functional Data. | Qiyao Wang, Shuai Zheng, Ahmed K. Farahat, Susumu Serita, Takashi Saeki, Chetan Gupta |
| 2019 | ISCAS | A New Compressed Sensing Based Terminal-to-Cloud Video Transmission System. | Shuai Zheng, Xiao-Ping (Steven) Zhang, Jian Chen, Yonghong Kuo |
| 2019 | WACV | Give Me a Hint! Navigating Image Databases Using Human-in-the-Loop Feedback. | Bryan A. Plummer, M. Hadi Kiapour, Shuai Zheng, Robinson Piramuthu |
| 2018 | CVPR | Fast End-to-End Trainable Guided Filter. | Huikai Wu, Shuai Zheng, Junge Zhang, Kaiqi Huang |
| 2018 | ECCV | Conditional Image-Text Embedding Networks. | Bryan A. Plummer, Paige Kordas, M. Hadi Kiapour, Shuai Zheng, Robinson Piramuthu, Svetlana Lazebnik |
| 2018 | ICML | Lightweight Stochastic Optimization for Minimizing Finite Sums with Infinite Data. | Shuai Zheng, James Tin-Yau Kwok |
| 2017 | ICML | Follow the Moving Leader in Deep Learning. | Shuai Zheng, James T. Kwok |
| 2016 | AAAI | Fast Nonsmooth Regularized Risk Minimization with Continuation. | Shuai Zheng, Ruiliang Zhang, James T. Kwok |
| 2016 | AAAI | Asynchronous Distributed Semi-Stochastic Gradient Optimization. | Ruiliang Zhang, Shuai Zheng, James T. Kwok |
| 2016 | ACCV | Joint Training of Generic CNN-CRF Models with Stochastic Optimization. | Alexander Kirillov, Dmitrij Schlesinger, Shuai Zheng, Bogdan Savchynskyy, Philip H. S. Torr, Carsten Rother |
| 2016 | BMVC | Fully-trainable deep matching. | James Thewlis, Shuai Zheng, Philip H. S. Torr, Andrea Vedaldi |
| 2016 | ECCV | Higher Order Conditional Random Fields in Deep Neural Networks. | Anurag Arnab, Sadeep Jayasumana, Shuai Zheng, Philip H. S. Torr |
| 2016 | ICPADS | Accelerating Deep Learning with Shrinkage and Recall. | Shuai Zheng, Abhinav Vishnu, Chris H. Q. Ding |
| 2016 | IJCAI | Fast-and-Light Stochastic ADMM. | Shuai Zheng, James T. Kwok |
| 2016 | ICTAI | A Harmonic Mean Linear Discriminant Analysis for Robust Image Classification. | Shuai Zheng, Feiping Nie, Chris H. Q. Ding, Heng Huang |
| 2015 | AAAI | A Closed Form Solution to Multi-View Low-Rank Regression. | Shuai Zheng, Xiao Cai, Chris H. Q. Ding, Feiping Nie, Heng Huang |
| 2015 | AMIA | Identification of Venous Thromboembolism from Electronic Medical Records with Information Extraction. | Shuai Zheng, Raymund Dantes, James J. Lu, Sheri Chernetsky Tejedor, Michele Beckman, Asha Krishnaswamy, Lisa Richardson, Fusheng Wang |
| 2015 | ICCV | Conditional Random Fields as Recurrent Neural Networks. | Shuai Zheng, Sadeep Jayasumana, Bernardino Romera-Paredes, Vibhav Vineet, Zhizhong Su, Dalong Du, Chang Huang, Philip H. S. Torr |
| 2015 | ICIG | Depth Map Upsampling Using Segmentation and Edge Information. | Shuai Zheng, Ping An, Yi-Fan Zuo, Xuemei Zou, Jianxin Wang |
| 2015 | ICIP | Depth upsampling method via Markov random fields without edge-misaligned artifacts. | Yifan Zuo, Ping An, Shuai Zheng, Zhaoyang Zhang |
| 2014 | AAAI | Accurate Integration of Aerosol Predictions by Smoothing on a Manifold. | Shuai Zheng, James T. Kwok |
| 2014 | CVPR | Dense Semantic Image Segmentation with Objects and Attributes. | Shuai Zheng, Ming-Ming Cheng, Jonathan Warrell, Paul Sturgess, Vibhav Vineet, Carsten Rother, Philip H. S. Torr |
| 2014 | INFOCOM | TideWatch: Fingerprinting the cyclicality of big data workloads. | Dan Williams, Shuai Zheng, Xiangliang Zhang, Hani Jamjoom |
| 2013 | AMIA | ASLForm: An Adaptive Self Learning Medical Form Generating System. | Shuai Zheng, Fusheng Wang, James J. Lu |
| 2013 | ICCV | Efficient Salient Region Detection with Soft Image Abstraction. | Ming-Ming Cheng, Jonathan Warrell, Wen-Yan Lin, Shuai Zheng, Vibhav Vineet, Nigel T. Crook |
| 2013 | ICCV | Robust Non-parametric Data Fitting for Correspondence Modeling. | Wen-Yan Lin, Ming-Ming Cheng, Shuai Zheng, Jiangbo Lu, Nigel T. Crook |
| 2012 | CIKM | Bridging the unstructured and structured worlds: an adaptive self learning medical form generating system. | Shuai Zheng, Fusheng Wang, James J. Lu |
| 2012 | CIKM | Enabling ontology based semantic queries in biomedical database systems. | Shuai Zheng, Fusheng Wang, James J. Lu, Joel H. Saltz |
| 2012 | NOMS | Virtual machine migration in an over-committed cloud. | Xiangliang Zhang, Zon-Yin Shae, Shuai Zheng, Hani Jamjoom |
| 2011 | EuroPar | Analysis and Modeling of Social Influence in High Performance Computing Workloads. | Shuai Zheng, Zon-Yin Shae, Xiangliang Zhang, Hani Jamjoom, Liana Fong |
| 2011 | ICIP | Evaluation framework on translation-invariant representation for cumulative foot pressure image. | Shuai Zheng, Kaiqi Huang, Tieniu Tan |
| 2011 | ICIP | Robust view transformation model for gait recognition. | Shuai Zheng, Junge Zhang, Kaiqi Huang, Ran He, Tieniu Tan |
| 2011 | ICONIP | Multi-view Pedestrian Recognition Using Shared Dictionary Learning with Group Sparsity. | Shuai Zheng, Bo Xie, Kaiqi Huang, Dacheng Tao |