Ajay Jaiswal

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Zhangyang (Atlas) WangUniversity of Texas at Austin & Picsart AI ResearchVerified email at utexas.edu
Ying DingBill & Lewis Suit Professor, School of Information, Dell Med, University of Texas at AustinVerified email at austin.utexas.edu
Tianlong ChenIncoming Asst. Professor, CS@UNC Chapel Hill; PostDoc, CSAIL@MIT+BMI@Harvard; Ph.D., ECE@UT AustinVerified email at mit.edu
Shiwei LiuUniversity of Oxford & Eindhoven University of TechnologyVerified email at tue.nl
Yifan PengAssistant Professor at Weill Cornell MedicineVerified email at med.cornell.edu
Justin F RousseauAssociate Professor of Neurology, University of Texas Southwestern Medical CenterVerified email at utsouthwestern.edu
Meijun Liu（柳美君）Assistant Professor, Institute of Global Public Policy, Fudan UniversityVerified email at fudan.edu.cn
Stanley H. ChanElmore Professor of Electrical and Computer Engineering, Purdue UniversityVerified email at purdue.edu
Zhiyuan MaoSenior Research Engineer, Samsung Research America (MPI Lab)Verified email at samsung.com
Yan HanPh.D. @ UT AustinVerified email at utexas.edu
Haoyu MaGenAI@Meta; University of California, IrvineVerified email at uci.edu
Lu YinAssistant Professor (Lecturer) at University of Aberdeen, Research Fellow at TU/eVerified email at tue.nl
Mayank SinghAssistant Professor, Computer Science and Engineering, IIT GandhinagarVerified email at iitgn.ac.in
Animesh MukherjeeProfessor of Computer Science, IIT Kharagpur, Distinguished Member, ACMVerified email at cse.iitkgp.ac.in
Pawan GoyalAssociate Professor, Computer Science and Engineering, IIT KharagpurVerified email at cse.iitkgp.ac.in
Arindam PalDirector of Operations Research and Data ScienceVerified email at optym.com
Zhe GanResearch Scientist, AppleVerified email at apple.com
Xianzhi DuResearch Scientist, Apple AI/MLVerified email at apple.com
Yinfei YangAppleVerified email at apple.com
Griffin M WeberAssociate Professor of Medicine and Biomedical Informatics, Harvard Medical School, Beth IsraelVerified email at hms.harvard.edu

Ajay Jaiswal

PhD Student, UT Austin, IIT-Kharagpur, Amazon Ph.D. Fellow

Verified email at utexas.edu - Homepage

Model Compression Pruning LLMs AI for Healthcare


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Single frame atmospheric turbulence mitigation: A benchmark study and a new physics-inspired transformer model Z Mao, A Jaiswal, Z Wang, SH Chan European Conference on Computer Vision, 430-446, 2022	32	2022
CancerGPT for few shot drug pair synergy prediction using large pretrained language models T Li, S Shetty, A Kamath, A Jaiswal, X Jiang, Y Ding, Y Kim Nature NPJ Digital Medicine 7 (1), 40, 2024	26	2024
Further divided gender gaps in research productivity and collaboration during the COVID-19 pandemic: Evidence from coronavirus-related literature M Liu, N Zhang, X Hu, A Jaiswal, J Xu, H Chen, Y Ding, Y Bu Journal of informetrics 16 (2), 101295, 2022	25	2022
Understanding the impact of early citers on long-term scientific impact M Singh, A Jaiswal, P Shree, A Pal, A Mukherjee, P Goyal 2017 ACM/IEEE joint conference on digital libraries (JCDL), 1-10, 2017	23	2017
Training your sparse neural network better with any mask AK Jaiswal, H Ma, T Chen, Y Ding, Z Wang International Conference on Machine Learning, 9833-9844, 2022	22	2022
Sparsity May Cry: Let Us Fail (Current) Sparse Neural Networks Together! S Liu, T Chen, Z Zhang, X Chen, T Huang, A Jaiswal, Z Wang ICLR 2023, 2023	19	2023
Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers T Chen, Z Zhang, A Jaiswal, S Liu, Z Wang ICLR 2023, 2023	19	2023
Radbert-cl: Factually-aware contrastive learning for radiology report classification A Jaiswal, L Tang, M Ghosh, JF Rousseau, Y Peng, Y Ding Machine Learning for Health, 196-208, 2021	17	2021
Using radiomics as prior knowledge for thorax disease classification and localization in chest x-rays Y Han, C Chen, L Tang, M Lin, A Jaiswal, S Wang, A Tewfik, G Shih, ... AMIA Annual Symposium Proceedings 2021, 546, 2021	15	2021
The Emergence of Essential Sparsity in Large Pre-trained Models: The Weights that Matter A Jaiswal, S Liu, T Chen, Z Wang Advances in Neural Information Processing Systems (NeurIPS 2023), 2023	13	2023
Scalp-supervised contrastive learning for cardiopulmonary disease classification and localization in chest x-rays using patient metadata A Jaiswal, T Li, C Zander, Y Han, JF Rousseau, Y Peng, Y Ding 2021 IEEE International Conference on Data Mining (ICDM), 1132-1137, 2021	12	2021
Instant soup: Cheap pruning ensembles in a single pass can draw lottery tickets from large models AK Jaiswal, S Liu, T Chen, Y Ding, Z Wang International Conference on Machine Learning, 14691-14701, 2023	11	2023
Old can be Gold: Better Gradient Flow can Make Vanilla-GCNs Great Again A Jaiswal, P Wang, T Chen, JF Rousseau, Y Ding, Z Wang Advances in Neural Information Processing Systems (NeurIPS 2022), 2022	11	2022
Team formation and team impact: The balance between team freshness and repeat collaboration M Liu, A Jaiswal, Y Bu, C Min, S Yang, Z Liu, D Acuña, Y Ding Journal of Informetrics 16 (4), 101337, 2022	9	2022
Outline, then details: Syntactically guided coarse-to-fine code generation W Zheng, SP Sharan, AK Jaiswal, K Wang, Y Xi, D Xu, Z Wang ICLR 2023, 2023	8	2023
Outlier weighed layerwise sparsity (owl): A missing secret sauce for pruning llms to high sparsity L Yin, Y Wu, Z Zhang, CY Hsieh, Y Wang, Y Jia, G Li, A Jaiswal, ... arXiv preprint arXiv:2310.05175, 2023	7	2023
Compressing llms: The truth is rarely pure and never simple A Jaiswal, Z Gan, X Du, B Zhang, Z Wang, Y Yang ICLR 2024, 2023	6	2023
Physics-driven turbulence image restoration with stochastic refinement A Jaiswal, X Zhang, SH Chan, Z Wang Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023	5	2023
RoS-KD: A Robust Stochastic Knowledge Distillation Approach for Noisy Medical Imaging A Jaiswal, K Ashutosh, JF Rousseau, Y Peng, Z Wang, Y Ding IEEE International Conference on Data Mining (ICDM 2022), 2022	5	2022
Farsight: A physics-driven whole-body biometric system at large distance and altitude F Liu, R Ashbaugh, N Chimitt, N Hassan, A Hassani, A Jaiswal, M Kim, ... Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024	4	2024

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