Publications
This section contains publications published by ISI over the past several decades.
2022
Systems and methods for a text mining approach for predicting exploitation of vulnerabilities
N Tavabi, P Goyal, K Lerman, M Almukaynizi, P Shakarian
US Patent 11,520,900, 2022
Leveraging change point detection to discover natural experiments in data
Yuzi He, Keith A Burghardt, Kristina Lerman
EPJ Data Science 11 (1), 49, 2022
Pattern discovery in physiological data with byte pair encoding
Nazgol Tavabi, Kristina Lerman
Multimodal AI in healthcare: A paradigm shift in health intelligence, 227-243, 2022
Infusing knowledge from wikipedia to enhance stance detection
Zihao He, Negar Mokhberian, Kristina Lerman
arXiv preprint arXiv:2204.03839, 2022
Scale-free degree distributions, homophily and the glass ceiling effect in directed networks
Buddhika Nettasinghe, Nazanin Alipourfard, Stephen Iota, Vikram Krishnamurthy, Kristina Lerman
Journal of Complex Networks 10 (2), cnac007, 2022
On human visual contrast sensitivity and machine vision robustness: A comparative study
Ming-Chang Chiu, Yingfei Wang, Derrick Eui Gyu Kim, Pin-Yu Chen, Xuezhe Ma
arXiv preprint arXiv:2212.08650, 2022
Improving stability of fine-tuning pretrained language models via component-wise gradient norm clipping
Chenghao Yang, Xuezhe Ma
Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022
Investigating the benefits of free-form rationales
Jiao Sun, Swabha Swayamdipta, Jonathan May, Xuezhe Ma
Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Prompt consistency for zero-shot task generalization
Chunting Zhou, Junxian He, Xuezhe Ma, Taylor Berg-Kirkpatrick, Graham Neubig
Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Towards a unified view of parameter-efficient transfer learning
Junxian He, Chunting Zhou, Xuezhe Ma, Taylor Berg-Kirkpatrick, Graham Neubig
Proceedings of 10th International Conference on Learning Representations …, 2022
Multimodal and explainable internet meme classification
Abhinav Kumar Thakur, Filip Ilievski, Hông-Ân Sandlin, Zhivar Sourati, Luca Luceri, Riccardo Tommasini, Alain Mermoud
arXiv preprint arXiv:2212.05612, 2022
Quantitative analysis of fanfictions’ popularity
Zhivar Sourati Hassan Zadeh, Nazanin Sabri, Houmaan Chamani, Behnam Bahrak
Social Network Analysis and Mining 12 (1), 42, 2022
Analysis of the global trade network using exponential random graph models
Amin Setayesh, Zhivar Sourati Hassan Zadeh, Behnam Bahrak
Applied Network Science 7 (1), 38, 2022
Goal: Supporting general and dynamic adaptation in computing systems
Ahsan Pervaiz, Yao Hsiang Yang, Adam Duracz, Ferenc Bartha, Ryuichi Sai, Connor Imes, Robert Cartwright, Krishna Palem, Shan Lu, Henry Hoffmann
Proceedings of the 2022 ACM SIGPLAN International Symposium on New Ideas …, 2022
Towards energy-efficient hyperspectral image processing inside camera pixels
Gourav Datta, Zihan Yin, Ajey P Jacob, Akhilesh R Jaiswal, Peter A Beerel
European Conference on Computer Vision, 303-316, 2022
Optical fiber coupler having hybrid tapered waveguide segments and metamaterial segments
B Peng, AP Jacob, Y Bian
US Patent 11,467,343, 2022
Array of integrated pixel and memory cells for deep in-sensor, in-memory computing
A Jaiswal, AP Jacob
US Patent 11,468,146, 2022
P2M-DeTrack: Processing-in-Pixel-in-Memory for Energy-efficient and Real-Time Multi-Object Detection and Tracking
Gourav Datta, Souvik Kundu, Zihan Yin, Joe Mathai, Zeyu Liu, Zixu Wang, Mulin Tian, Shunlin Lu, Ravi Teja Lakkireddy, Andrew Schmidt, Wael Abd-Almageed, Ajey Jacob, Akhilesh Jaiswal, Peter Beerel
2022 IFIP/IEEE 30th International Conference on Very Large Scale Integration …, 2022
Modeling the energy efficiency of GEMM using optical random access memory
Bingyi Zhang, Akhilesh Jaiswal, Clynn Mathew, Ravi Teja Lakkireddy, Ajey P Jacob, Sasindu Wijeratne, Viktor Prasanna
2022 IEEE High Performance Extreme Computing Conference (HPEC), 1-7, 2022
Performance modeling sparse mttkrp using optical static random access memory on fpga
Sasindu Wijeratne, Akhilesh Jaiswal, Ajey P Jacob, Bingyi Zhang, Viktor Prasanna
2022 IEEE High Performance Extreme Computing Conference (HPEC), 1-7, 2022